diff --git a/UCI_N4/aol/runs/planning/fold_2/result.json b/UCI_N4/aol/runs/planning/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3b5c75601eb541f32f695b238b3d32f0d118c682 --- /dev/null +++ b/UCI_N4/aol/runs/planning/fold_2/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.16666666666666666, + "test_acc": 0.30973451327433627, + "train_size": 45, + "val_size": 24, + "test_size": 113, + "stats": { + "mean": [ + [ + -0.08181936222222222, + 0.032095062222222207, + -0.2932722444444444, + -0.2642803151111112, + -0.2482941920666666, + 0.04209659104444442, + -0.08089617555555557, + 0.011037159999999989, + -0.05962093333333333, + -0.05360210222222223, + 0.041594423777777785, + 0.03579832413333331 + ] + ], + "std": [ + [ + 1.0346900075231742, + 0.983181200526179, + 0.8190101673790661, + 0.8655727810698712, + 0.9958599284470852, + 0.9221770981656976, + 1.0076979840800466, + 1.0249788633648824, + 1.0799692279692954, + 1.0059810529176614, + 1.0760442404746193, + 0.966271648432117 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 2, + "depth": 4, + "padding": 24, + "parameters": 1562, + "cert_evals": { + "36": 0.3097345232963562, + "72": 0.2566371560096741, + "108": 0.06194690242409706, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/planning/fold_3/result.json b/UCI_N4/aol/runs/planning/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3ecc6c38ca21558565b7d8cf3a6a7ee0012c7c8d --- /dev/null +++ b/UCI_N4/aol/runs/planning/fold_3/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.7391304347826086, + "test_acc": 0.543859649122807, + "train_size": 45, + "val_size": 23, + "test_size": 114, + "stats": { + "mean": [ + [ + 0.10711943111111107, + 0.19129145333333336, + 0.23947074666666662, + 0.1974917848888889, + 0.06191540222222221, + 0.19409456755555554, + 0.10399900533333334, + -0.07677485555555555, + 0.05582479999999996, + -0.0920865622222222, + 0.07224912822222225, + -0.22088875111111111 + ] + ], + "std": [ + [ + 0.9820868604107751, + 0.8497304858975051, + 0.9414935653357391, + 0.9419249731758765, + 0.9517511837520722, + 0.8554967298035733, + 1.06563202833593, + 1.067683309777831, + 0.968308470640187, + 1.07319052594271, + 1.055131325540202, + 1.0489152018459469 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 2, + "depth": 4, + "padding": 24, + "parameters": 1562, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/plant-margin/fold_0/result.json b/UCI_N4/aol/runs/plant-margin/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a6d16a946757f64e6405c9996bed6773086b782b --- /dev/null +++ b/UCI_N4/aol/runs/plant-margin/fold_0/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 99, + "best_val_acc": 0.7231404958677686, + "test_acc": 0.708768267223382, + "train_size": 400, + "val_size": 242, + "test_size": 958, + "stats": { + "mean": [ + [ + -0.0010596968500001934, + -0.01804303900000009, + 0.058554600000000095, + -0.04174014875000007, + -0.00557412199999981, + 0.022321825499999975, + 0.009465832749999917, + 0.026944449999999596, + 0.0220769747500004, + -0.02089326899999988, + -0.012520925000000096, + 0.0033962770000000053, + 0.0021340793749998234, + -0.0033546413499999455, + 0.021925117425000074, + 0.013851212499999961, + -0.0015689260000001164, + -0.004634679999999923, + -0.05511270024999984, + 0.026070323000000024, + 0.01848005475000007, + 0.0022656225000003355, + -0.01842250000000018, + 0.01246016899999983, + 0.0098437735000002, + -0.032934458000000104, + 0.049291360500000325, + 0.0024477580000001266, + -0.02057179899999991, + 0.0009727362499999343, + 0.0017701742499999368, + 0.00541423612499992, + 0.02091535780000011, + 0.020351312499999816, + -0.009445618999999935, + -0.02841862299999999, + 0.029737960000000185, + 0.018735809500000172, + 0.014390100750000086, + -0.016125830000000306, + 0.012385870249999646, + -0.043971327499999775, + 0.0009311264999999372, + 0.01806689874999989, + -0.008581579999999964, + -0.009399341000000174, + -0.03755508207500001, + -0.0009747140000000407, + 0.028856429249999874, + -0.0030426587000000733, + -0.015013867049999909, + -0.004152345000000207, + 0.02680056899999996, + -0.02129718575000011, + 0.022555419000000035, + -0.00723436300000014, + 0.036754802499999906, + -0.02058847975000004, + -0.010368677175000047, + -0.029642165000000022, + -0.02736674750000015, + 0.0008163920000001678, + 0.018380879350000014, + -0.008580070000000413 + ] + ], + "std": [ + [ + 0.9874340403909011, + 0.9592061852266575, + 1.0435962908617902, + 0.9425389198852354, + 1.0047339728470936, + 1.0363144948903504, + 1.0296524029950296, + 1.0063022213625923, + 1.094313672273991, + 1.0202299972901783, + 0.985157157060649, + 0.9888027948033142, + 0.9932416135375679, + 0.9909877623883768, + 1.0005062186033022, + 1.2067387345575986, + 0.984270179305036, + 0.9091203000942354, + 0.9545319559171044, + 0.983601787222833, + 1.011060877681347, + 0.9799045991624534, + 0.9223386505533625, + 1.0460006470835634, + 1.0181216615718796, + 0.9516193964985948, + 1.0882812579258407, + 1.0329753644197, + 0.9792719916843142, + 0.9673648432380815, + 0.9958388822460692, + 1.012645249804551, + 1.0439458247448072, + 1.0733982117428793, + 1.0111716504511818, + 0.996690448869414, + 1.0367837370015323, + 1.0026230843872075, + 1.0036523141489182, + 0.9356670752186079, + 1.0259733303222744, + 0.9543079293157887, + 1.016979624435871, + 1.0361404335495707, + 0.9710294506381861, + 0.9356304778213941, + 0.9636374865372435, + 0.9682684696531572, + 1.0488592685926776, + 1.0095591832024964, + 0.9864668975312801, + 0.965788248416018, + 1.0175463184007973, + 0.9707788038864342, + 1.035917848788737, + 0.9984750436485963, + 1.047306945528514, + 0.9624268336767162, + 1.0407274202088548, + 0.9906889986330216, + 0.9133036560743315, + 1.0063256302193264, + 1.0448919868528035, + 1.060209155310641 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54244, + "cert_evals": { + "36": 0.6388309001922607, + "72": 0.5720250606536865, + "108": 0.4906054437160492, + "255": 0.23799583315849304 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/plant-margin/fold_1/result.json b/UCI_N4/aol/runs/plant-margin/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..eeec5f6c7079d228a3922f10ca68e8e0e41614ae --- /dev/null +++ b/UCI_N4/aol/runs/plant-margin/fold_1/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 91, + "best_val_acc": 0.7478632478632479, + "test_acc": 0.6780538302277432, + "train_size": 400, + "val_size": 234, + "test_size": 966, + "stats": { + "mean": [ + [ + 0.018630191274999833, + 0.0021237185000000623, + 0.020341910000000126, + -0.03847603025000004, + 0.0024851145000002843, + -0.019245363750000032, + 0.01765857999999999, + -0.09520458750000026, + 0.016723600750000407, + -0.020893166249999973, + -0.013275087500000034, + -0.009778451499999922, + 0.02100441234999998, + -0.0006707280500000078, + 0.01202943670000018, + -0.012221054999999943, + 0.026685538499999994, + 0.03934188799999998, + -0.017911806749999953, + -0.004428536999999995, + 0.013875288750000034, + -0.007751707499999634, + 0.03217363749999957, + 0.003825904499999896, + 0.010617184500000114, + -0.03897739600000022, + -0.00972438474999977, + 0.0034970589999999357, + 0.02035820800000013, + -0.037335613750000024, + -0.008548351749999959, + 0.0018481537499997402, + -0.007583834749999951, + 0.04391894749999982, + 0.033370660000000205, + 0.00937306074999997, + -0.013948834999999842, + 0.005821061250000135, + 0.03052180125000005, + 0.02165496999999981, + -0.00854195450000032, + -0.03606767999999988, + -0.017944192250000105, + -0.02588678125000007, + 0.01616825525000002, + -0.00827056050000008, + -0.0017126565000000083, + -0.01656842850000004, + -0.017988074249999902, + -0.03559730630000006, + -0.0036789360499999424, + 0.012461489999999617, + 0.026261220249999995, + -0.020665702500000202, + -0.0005093669999999243, + -0.009416002500000138, + -0.02145052, + 0.012404727999999953, + 0.008414623600000027, + 0.026667712, + 0.023455849999999993, + 0.01995325700000049, + 0.017141528075000113, + -0.00027581000000054354 + ] + ], + "std": [ + [ + 1.041295070488909, + 1.0014805383027654, + 1.0526387415016842, + 0.9348659203435066, + 1.012132944361091, + 0.9779461065975633, + 1.0032476656820697, + 0.765138203982258, + 1.084558801095068, + 1.0155838017759249, + 0.9847823955761184, + 1.0321402388555014, + 1.0519629684769372, + 0.9582131621864026, + 0.9927092815254406, + 0.803704884375634, + 0.9988728657062945, + 1.1858597763171363, + 1.012274069308041, + 1.012471113861707, + 1.0151240798466312, + 0.9972545733894309, + 1.0563298324391637, + 1.0047120258743576, + 1.016702961526915, + 0.9272542628757423, + 1.012180666645035, + 1.0130792339306003, + 0.9869444731802731, + 0.9732936953239708, + 0.9987581693686506, + 1.0025285436476967, + 0.9823926819700436, + 1.13766033578092, + 1.0184063166975657, + 1.0037002652524598, + 1.0159024793557991, + 0.998493316788935, + 1.0374784962262864, + 1.0063283056949195, + 1.0742583169244284, + 0.9634076134691111, + 0.958447407516677, + 1.0041785286506213, + 1.013112893307404, + 0.9769612001923168, + 1.0056368868600618, + 0.9788744628207897, + 0.9629520265558652, + 0.929550730995055, + 0.9854910637585246, + 1.0358257613723332, + 1.0240098398191608, + 0.9303959288426701, + 1.0012547252975355, + 0.9956229965329875, + 1.021855039918818, + 1.0091992464793387, + 0.9897071424780775, + 0.9856059256334351, + 1.0201829621015206, + 1.0268852627871752, + 1.0341940427237508, + 0.9799526515218273 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54244, + "cert_evals": { + "36": 0.6107660531997681, + "72": 0.523809552192688, + "108": 0.4296066462993622, + "255": 0.18322981894016266 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/plant-margin/fold_2/result.json b/UCI_N4/aol/runs/plant-margin/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0b86b56b1d62ee5406c7e98fab159f86f6c3ea20 --- /dev/null +++ b/UCI_N4/aol/runs/plant-margin/fold_2/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 96, + "best_val_acc": 0.7217391304347827, + "test_acc": 0.709278350515464, + "train_size": 400, + "val_size": 230, + "test_size": 970, + "stats": { + "mean": [ + [ + 0.005920089124999763, + -0.001301032000000133, + 0.0013308824999999258, + 0.008417454999999876, + 0.005976730250000185, + 0.019669846999999876, + 0.010878556750000047, + 0.025150082499999716, + 0.0022754870000003123, + 0.024085954000000003, + -0.005742166250000042, + -0.007721828999999947, + 0.00371573337499994, + -0.012943442949999913, + -0.014590249949999882, + -0.025256129999999963, + -0.011889130000000098, + -0.019724357499999953, + -0.01377830674999994, + 0.006886749000000014, + -0.003516929999999907, + -0.03828019749999969, + 0.005775229999999821, + -0.030314237500000177, + -0.019109295999999804, + 0.04844473150000008, + -0.02716004849999974, + 0.002796986500000034, + -0.019719068250000017, + 0.041975102500000014, + -0.017687051749999974, + -0.021844609375000337, + 0.020916906100000077, + -0.022494655000000176, + 0.026175232000000156, + 0.010884623500000074, + -0.021303965499999796, + -0.0039162167499998055, + -0.015307416500000065, + 0.012900294999999774, + 0.006834127249999801, + 0.027173450000000154, + 0.0027974614999998885, + 0.028211698749999896, + -0.0031931937499999692, + 0.011277844999999809, + 0.00992980717499997, + -0.013968735000000017, + -0.01707076174999997, + 0.01365854819999998, + -0.0014908621499998933, + 0.009138499999999666, + 0.02060593399999994, + 0.007099336749999857, + -0.003448647499999997, + 0.0015010997499998568, + -0.03850890625000006, + 0.0022736427499999282, + -0.013522159549999977, + -0.0332120949999999, + 0.005866322499999921, + -0.004317283999999508, + -0.00538338794999997, + -0.0069175300000004145 + ] + ], + "std": [ + [ + 1.0010921783674436, + 0.9945407140012373, + 1.005748587963517, + 0.9668282590649625, + 1.0031010346345277, + 0.9967928785295819, + 0.9751713195709866, + 1.1467050887662724, + 0.9392946439639414, + 0.9895328846805108, + 0.9767912569515301, + 0.9727489873091506, + 0.9701070098004984, + 1.0053545262016492, + 0.9846236608578788, + 0.7727736342078088, + 0.971944708609996, + 0.8826840113147226, + 0.98563931252641, + 0.9711438420390225, + 0.9629058280406353, + 0.9716674314378894, + 1.1301355955709167, + 0.9477815286674603, + 0.9881704764475729, + 1.0137752766865444, + 0.9583402354865277, + 0.9958443104934569, + 0.9663730766877806, + 1.0669358291663034, + 0.955827255033273, + 0.9505215572351379, + 1.0084010054173358, + 0.9871444837708967, + 1.0130833200270473, + 1.043702427349745, + 0.9912743901116762, + 0.973685836703786, + 0.985763394194837, + 1.0377291955455417, + 1.0077815203197755, + 1.0141762382944473, + 1.019662919156708, + 1.046456382869172, + 1.0332849966442448, + 1.0406499407344652, + 0.9961622026264285, + 0.9855957603524927, + 0.9824473993933991, + 1.0388871379951687, + 1.0170409949547163, + 1.03216407460882, + 1.0347227568843633, + 1.0401704190454892, + 0.9504580582249552, + 0.9606350019976608, + 1.0073622594193574, + 1.0173972038824486, + 0.9758624776113387, + 1.017294570276939, + 1.1903867160054817, + 1.041760575180181, + 0.9817904646611345, + 0.9934098271111226 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54244, + "cert_evals": { + "36": 0.639175295829773, + "72": 0.561855673789978, + "108": 0.4793814718723297, + "255": 0.20618557929992676 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/plant-margin/fold_3/result.json b/UCI_N4/aol/runs/plant-margin/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5bd96a333e97584600bf685b6f4a9d72c506f7f1 --- /dev/null +++ b/UCI_N4/aol/runs/plant-margin/fold_3/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 82, + "best_val_acc": 0.6758893280632411, + "test_acc": 0.6969376979936642, + "train_size": 400, + "val_size": 253, + "test_size": 947, + "stats": { + "mean": [ + [ + 0.0049220609499997505, + 0.014300554999999927, + -0.013117759999999938, + 0.0006888637499999897, + 0.014571960000000097, + -0.029186410499999996, + 0.002400438750000075, + -0.053890317500000125, + 0.010837756000000382, + -0.043686283749999874, + 0.00818919124999994, + 0.02274708350000002, + -0.010304195600000106, + 0.021186932849999934, + 0.02806746060000008, + 0.03340746249999935, + -0.023547052000000096, + -0.033522315499999976, + 0.008610349500000156, + 0.027052154499999995, + -0.010934992499999938, + 0.006081485000000295, + 0.02777317250000039, + 0.016383195499999857, + 0.03879757150000023, + -0.021655729750000265, + 0.014864098750000401, + 0.036007804000000046, + -0.006075429999999921, + -0.019079332500000098, + 0.046873371749999754, + 0.020189249124999916, + -0.006358586449999976, + -0.01606563250000019, + -0.011602580249999888, + 0.013908655750000045, + -0.026925847499999826, + 0.04435231250000004, + 0.0030248995000000476, + 0.04331075999999964, + -0.010036047250000119, + -0.020255887499999837, + 0.016312687999999884, + 0.0007390799999998633, + -0.01058009674999995, + 0.022933002500000025, + 0.018606085150000003, + -0.02793774274999995, + 0.02640782450000013, + 0.0009197187999999446, + 0.01879274900000016, + -0.012793932500000254, + -0.05696751475000014, + 0.009623771999999869, + -0.014076831999999899, + 0.03262045174999992, + -0.03750922250000002, + -0.020068239750000067, + 0.007511379900000031, + 0.011995891500000104, + 0.001957915000000034, + 0.008284810500000324, + -0.03583419272500005, + 0.025183247499999534 + ] + ], + "std": [ + [ + 1.0292860056491944, + 1.0292792317834558, + 1.021157636187128, + 1.0004671883473788, + 1.0099925807918118, + 0.940459599532873, + 1.0284403765468189, + 0.8253858457506277, + 1.0205839902595195, + 0.9375845702209917, + 1.0276192722636466, + 1.0352781665590673, + 1.00573951678478, + 1.0168176366617936, + 1.0354526336454533, + 1.409467384284455, + 1.0173514777145187, + 0.9176768917465363, + 0.9987312571300704, + 1.011937740881034, + 0.998584402272729, + 1.056733717686757, + 1.037552726041927, + 1.0142258428702424, + 1.035939823876147, + 0.9963005677388238, + 1.0191184901038401, + 1.0189027476350714, + 0.9772965657228759, + 0.9822876158929498, + 1.1026232958885742, + 1.0501886707528871, + 0.9971602814316513, + 1.0340674788196675, + 0.9800225335712383, + 1.0197769718133536, + 0.9741149929553732, + 1.042912622378931, + 0.9736271090391864, + 1.061534430063924, + 0.9526685914619262, + 1.0048497041951536, + 1.0274317900005205, + 0.9912072467959292, + 0.9895627947501346, + 1.0186115853191826, + 1.013480663944259, + 0.9413201803178272, + 1.0436199704257596, + 0.9898799364419235, + 1.0333854032952587, + 0.9495359391868493, + 0.9383015025414292, + 1.0126790152589706, + 0.9761807480062364, + 1.0554871962715169, + 0.9748100083771338, + 0.9555452645008876, + 1.0523449870830452, + 0.9961427848161136, + 1.2062430696295, + 1.0118419269696228, + 0.9775440389434499, + 0.9524811445180422 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54244, + "cert_evals": { + "36": 0.6209081411361694, + "72": 0.5469905138015747, + "108": 0.45828935503959656, + "255": 0.17423443496227264 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/plant-shape/fold_0/result.json b/UCI_N4/aol/runs/plant-shape/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bf81a5708b5798b608aa311597b0a3233dd3830d --- /dev/null +++ b/UCI_N4/aol/runs/plant-shape/fold_0/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 88, + "best_val_acc": 0.37850467289719625, + "test_acc": 0.32150101419878296, + "train_size": 400, + "val_size": 214, + "test_size": 986, + "stats": { + "mean": [ + [ + 0.010793134649999947, + 0.0029814738750000274, + -0.005680250974999982, + -0.00999388868249995, + -0.018943553000000047, + -0.022220061225000066, + -0.023538591772499947, + -0.023104606949999985, + -0.022654011850000027, + -0.013826088777500009, + -0.012183569699999982, + -0.019542425225000024, + -0.021094745304999968, + -0.013662524125000061, + -0.007497562182500008, + -0.004011965550000029, + -0.0018356184500000372, + 7.94950000007455e-06, + 0.00456346359999991, + 0.002077647049999971, + 0.005165495805000022, + 0.009402297242499979, + 0.008459789907500027, + 0.010384120812499977, + 0.009072800484999985, + 0.009275099372499976, + 0.011333548210000006, + 0.00974336192500002, + 0.009874121385000021, + 0.013796312999999978, + 0.0035003747700000252, + -0.0006504867999999986, + -0.006737763249999974, + -0.009779546075000065, + -0.009547967425750021, + -0.008340889135000092, + -0.01037015690000003, + -0.015118204249999967, + -0.014712120350000033, + -0.011817635924999998, + -0.01854881525000002, + -0.021627437300000017, + -0.02562561288749998, + -0.02507883772499999, + -0.01957355992500001, + -0.010989493799999993, + -0.004170166650000026, + -0.0007832742674999737, + -0.0008414850850000529, + 0.0014383313750000115, + 0.008277859025000037, + 0.015007289872500043, + 0.02009162649999997, + 0.020694419627500026, + 0.02312079630000003, + 0.02027844062500002, + 0.012670696450000017, + 0.011923742850000028, + 0.008522531550000014, + 0.0021193726999999838, + 0.00027873594999999404, + -0.005514954024999976, + -0.005619866314999964, + 0.000804423425000044 + ] + ], + "std": [ + [ + 1.0193984315579283, + 1.0138728773194225, + 1.0025119027839187, + 0.9926201913273888, + 0.9797572939727588, + 0.9675431762012998, + 0.9562849021750489, + 0.9457765924705838, + 0.9453288165685446, + 0.9493183692891524, + 0.9510566730800354, + 0.9587654362947835, + 0.9708540170515252, + 0.9906082656256265, + 1.0060018623497948, + 1.0090880491601784, + 0.9970255943580457, + 0.9966975594633455, + 1.0075598104469696, + 1.0193962682636182, + 1.040522735169908, + 1.0407459188197639, + 1.0303725268059722, + 1.0256419706953475, + 1.0198382842786065, + 1.0197936843070703, + 1.0266695425622123, + 1.0253571333157874, + 1.0153590777307844, + 1.0110354025342352, + 1.0181892223475282, + 1.0166426127543688, + 1.011169701470929, + 1.0054929366994545, + 1.0096458368985821, + 1.0140452905977049, + 1.009910026151903, + 0.9911465124845928, + 0.981395028524588, + 0.9714368920896277, + 0.9640569672295396, + 0.9682443777583067, + 0.9618240790560709, + 0.9651476273791817, + 0.9697583533908924, + 0.9857642722747081, + 0.9945128871244862, + 0.998379374233736, + 1.0006314561941052, + 1.008050481132436, + 1.0268004129156558, + 1.0452850694975346, + 1.0563281717760602, + 1.0509178269869455, + 1.0471449082028836, + 1.0431100616694575, + 1.035476811024627, + 1.0416661017312363, + 1.0428844632918242, + 1.0319514866130477, + 1.029873132188317, + 1.028802362627988, + 1.0249104343768467, + 1.0178924453800364 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54244, + "cert_evals": { + "36": 0.18559837341308594, + "72": 0.11764705926179886, + "108": 0.06389452517032623, + "255": 0.0070993914268910885 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/plant-shape/fold_1/result.json b/UCI_N4/aol/runs/plant-shape/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..586fe203edf0cfa3569c00c6212a7538c6b75693 --- /dev/null +++ b/UCI_N4/aol/runs/plant-shape/fold_1/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 99, + "best_val_acc": 0.33739837398373984, + "test_acc": 0.37840670859538783, + "train_size": 400, + "val_size": 246, + "test_size": 954, + "stats": { + "mean": [ + [ + -0.01969966857750001, + -0.018735893250000035, + -0.01923726170000004, + -0.01765154066999996, + -0.021040157724999967, + -0.020549986874999978, + -0.01802188749999998, + -0.013611070524999968, + -0.01314826475000005, + -0.010111033277499976, + -0.011831655162500052, + -0.009240258725000013, + -0.004857546977500041, + -0.003872501354999996, + -0.004503420224999966, + -0.007399539599999919, + -0.009506949104999987, + -0.00983436382500002, + -0.0073349694900001206, + -0.0026293045575000932, + -0.005217706800000011, + -0.01053002465000001, + -0.011560438125000017, + -0.009075882437499998, + -0.0045980930749999985, + -0.008758359152500011, + -0.012621292225000027, + -0.016511235369999985, + -0.028317963276500033, + -0.02497353765000002, + -0.014343673825000004, + -0.008610495525000058, + 0.004172939175000043, + 0.0019351163249999698, + -0.004373591600750041, + -0.0077125528000000455, + -0.01211637097500002, + -0.01259113399249995, + -0.012157099130000017, + -0.014399237225000002, + -0.009437209475000015, + -0.0046622409374999915, + -0.006370976337500016, + -0.011270999825000006, + -0.015921284525000006, + -0.012410074750000007, + -0.014884673650000003, + -0.016949542649999955, + -0.017354671999999977, + -0.011285483702500028, + -0.009929046974999904, + -0.007901803479999947, + -0.00815231512075005, + -0.010049489069999949, + -0.011786209875000047, + -0.014985319077499979, + -0.019011035099999973, + -0.008162044849999986, + -0.0058525207999999595, + -0.01041489936249999, + -0.011318642174999963, + -0.015970219724999984, + -0.026622342699999985, + -0.029072289924999974 + ] + ], + "std": [ + [ + 0.9860131433859547, + 0.9839451298693502, + 0.9815653890681931, + 0.9791684843455107, + 0.9793192609145278, + 0.980950701990714, + 0.9884282309487391, + 0.9817147072820436, + 0.9862993933397015, + 0.9922815938909398, + 0.9847563677603288, + 0.9853865969758397, + 0.9879672222996878, + 0.9946824106249518, + 0.9961943172051062, + 0.9902136279887243, + 0.9887680048123522, + 0.993003063211071, + 1.0071770840518683, + 1.0247666604590329, + 1.0257137801878309, + 1.011455364670402, + 0.9947052989179791, + 0.9869387562943811, + 0.9888179645496713, + 0.987009987810631, + 0.9897190394535154, + 0.991361121462267, + 0.992989633996112, + 0.9961724937704427, + 0.9897090546568476, + 0.9844393105882888, + 0.9858088094372514, + 0.9942345793157213, + 0.9949467347271544, + 0.9941801452632953, + 0.9935755677210956, + 0.9940539923777484, + 0.9871617326295817, + 0.9809194296573341, + 0.9841049037423958, + 0.9872912480789516, + 0.9853330949312704, + 0.9809868668056975, + 0.977760884105985, + 0.9785005795193457, + 0.9774791029379978, + 0.9747292923736738, + 0.9892632184812155, + 0.9903128998680867, + 0.9995507672572046, + 1.012420498620147, + 1.014423356554454, + 1.0113780719858716, + 1.0085495954493642, + 1.0103910622541978, + 1.0042573664175571, + 0.9954666158538873, + 0.9825056771440344, + 0.969748087810821, + 0.9684376869484385, + 0.9687387646565352, + 0.9685510643060194, + 0.9716172187511043 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54244, + "cert_evals": { + "36": 0.24737945199012756, + "72": 0.1310272514820099, + "108": 0.06184486299753189, + "255": 0.009433962404727936 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/plant-shape/fold_2/result.json b/UCI_N4/aol/runs/plant-shape/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8887f94b0ceb8cc5df619ba25d2ab94720fdd245 --- /dev/null +++ b/UCI_N4/aol/runs/plant-shape/fold_2/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 92, + "best_val_acc": 0.251063829787234, + "test_acc": 0.23834196891191708, + "train_size": 400, + "val_size": 235, + "test_size": 965, + "stats": { + "mean": [ + [ + -0.011195848850000047, + -0.014077039849999994, + -0.015681537625000016, + -0.015262547177500023, + -0.018894034979999984, + -0.023536119524999965, + -0.016015195249999968, + -0.008908977427499989, + -0.005013930349999998, + -0.007225348899999984, + -0.008182635, + -0.00789371312500003, + -0.011035066974999978, + -0.005199030499999984, + 0.005315251324999976, + 0.011141104150000055, + 0.011588849470000002, + 0.009680554374999966, + 0.010888354087499948, + 0.010037595079999946, + 0.011800275580000021, + 0.007671618275000015, + 0.006882413550000033, + 0.0062716886124999935, + -0.0019262105499999794, + -0.002007641149999968, + -0.003485761440000005, + -0.0017775631049999818, + 0.0007400688484999391, + -0.0018860717750000106, + -0.006113297799999992, + -0.013600633775000042, + -0.020458192474999966, + -0.023048553475000007, + -0.019547718700000005, + -0.01125536750999998, + -0.014651312500000012, + -0.017176074307499963, + -0.015313710324999983, + -0.018115000749999995, + -0.02384295694999999, + -0.02221634045249998, + -0.019668475399999934, + -0.016640133125000005, + -0.011789776774999969, + -0.006203905024999959, + -0.004540449625000036, + 0.0006846066824999924, + 0.006433635392500026, + 0.0017259993975000153, + 0.0026194728225000024, + 0.002456912675000057, + 0.0035687386999999193, + 0.003967900025000002, + 0.008058575125000038, + 0.009259356747499982, + 0.009820443250000033, + -0.000526142624999981, + -0.007535754924999987, + -0.006530597337499988, + -0.00488854567499998, + -0.004628704975000013, + -0.006573741065000051, + -0.008198970250000055 + ] + ], + "std": [ + [ + 0.9997831577603109, + 1.0025959495608783, + 0.9981200898415419, + 0.9862363254781552, + 0.9807001230728768, + 0.9703599657486957, + 0.9542469081610001, + 0.9473845839451106, + 0.9547713929170183, + 0.9636033061770535, + 0.9759543385191676, + 0.9833507068982068, + 0.9860092538737429, + 0.9928824474026815, + 1.009087175522555, + 1.0225369274879927, + 1.0377746120861517, + 1.047008477348557, + 1.0437668765399934, + 1.0330775502764258, + 1.0319662406027479, + 1.030352484762016, + 1.0343435297883754, + 1.0306714836465332, + 1.0227257424915315, + 1.0163750005569692, + 1.0080783487785092, + 1.0057728718253096, + 1.0031574142753106, + 0.9970437490537768, + 1.0039054666803333, + 1.0092902332461646, + 1.015955753316646, + 1.0094451596904581, + 0.9971506877338592, + 0.9797514030945054, + 0.9606748456549195, + 0.9429643662114964, + 0.9357296749897012, + 0.9401794981595187, + 0.9451576738004599, + 0.9529959594959825, + 0.9553731219059256, + 0.952474899040048, + 0.9565245724608336, + 0.9697603305783443, + 0.9863202900077532, + 0.9954169393962655, + 1.0081946986669663, + 1.0156075960594253, + 1.0253976925038635, + 1.0300309888526664, + 1.0402541851284346, + 1.0433040030246603, + 1.0375395049686613, + 1.0264815045978641, + 1.021912736268765, + 1.0088758758830503, + 1.003466814657958, + 1.0086525159597994, + 1.0137559378643732, + 1.0086686244063605, + 1.006042971236659, + 1.0003260366638576 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54244, + "cert_evals": { + "36": 0.12020725756883621, + "72": 0.054922282695770264, + "108": 0.029015544801950455, + "255": 0.002072538947686553 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/plant-shape/fold_3/result.json b/UCI_N4/aol/runs/plant-shape/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..33ca3b42285f440eb29b0020c6943a65c39b8c30 --- /dev/null +++ b/UCI_N4/aol/runs/plant-shape/fold_3/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 82, + "best_val_acc": 0.29515418502202645, + "test_acc": 0.28365878725590954, + "train_size": 400, + "val_size": 227, + "test_size": 973, + "stats": { + "mean": [ + [ + -0.01614315225000004, + -0.007862261849999979, + 0.00030315945000001577, + -6.585304499997488e-05, + 0.0033457709750000114, + 0.009937330912499974, + 0.010135651675000024, + 0.009038938675000023, + 0.008931583272500009, + 0.009906352275000018, + 0.013642040799999994, + 0.017299261174999987, + 0.019865335000000005, + 0.019657458469999986, + 0.022414197692500006, + 0.02512643972499996, + 0.026877304525000024, + 0.0296143309, + 0.027764356497500045, + 0.024134231862499998, + 0.021181714175000043, + 0.02076543959999998, + 0.018820411632499992, + 0.016560606787500022, + 0.014716417624999967, + 0.015544499800000031, + 0.008937221650000026, + 0.0035691808475000007, + 0.00756637997750002, + 0.010582013399999977, + 0.00892202232, + 0.010522723749999905, + 0.009224050324999985, + 0.011262885774999978, + 0.012877923949999981, + 0.008631394499999978, + 0.013585739524999963, + 0.012593921374999985, + 0.00966451497500001, + -0.0018835844000000157, + -0.0072232187000000215, + -0.0024773558750000612, + 0.004778897314500035, + 0.010836082050000053, + 0.013114038100000038, + 0.012921894249999984, + 0.011661495899999983, + 0.006202870582499988, + 0.009554275007499979, + 0.010892630822499966, + 0.015263733174999995, + 0.018143591994999972, + 0.01859551449250001, + 0.01313465375500002, + 0.01828117135000002, + 0.021080939575000034, + 0.020155471175000023, + 0.02226961222499997, + 0.019368037950000003, + 0.018775792600000018, + 0.018483347624999945, + 0.009753726052499946, + -0.0015497268675000327, + -0.011832948350000021 + ] + ], + "std": [ + [ + 0.9690180900805035, + 0.9727335201919173, + 0.9764755262740973, + 0.9829585179082819, + 0.9924285501408081, + 1.0058984225928205, + 1.0139421119627963, + 1.0204714628277265, + 1.024761969275269, + 1.0411321691366637, + 1.051554346720804, + 1.0528939116549463, + 1.048231049542776, + 1.035208648003462, + 1.0211826349075386, + 1.021066390612321, + 1.0225781515263015, + 1.0234107662776533, + 1.013889389780415, + 1.002809268474515, + 1.005659594852486, + 1.0123290373188114, + 1.0154559039015623, + 1.013290801738594, + 1.0094740964231081, + 1.0002162486552635, + 0.9914378185750687, + 0.9943868019460187, + 0.9942535553869897, + 0.9896262981629789, + 0.9859228057329431, + 0.9860916917991401, + 0.9824333417893006, + 0.9869225315171396, + 0.9958671872185834, + 0.999358349920491, + 0.9902030063817621, + 0.9953941674238796, + 1.0044794940384356, + 1.01450410197358, + 1.0212449253894722, + 1.031533466370799, + 1.0310663353310807, + 1.0299586525323416, + 1.0140754261682852, + 1.0146983653439086, + 1.010949221001189, + 0.9984754004996209, + 0.9996230059073175, + 1.0023281510239592, + 1.0083940727060101, + 1.0104207218854935, + 1.0188090918448567, + 1.0267152458848512, + 1.0256934112800635, + 1.0177374007859166, + 1.004324219711767, + 0.9955156869267784, + 0.9865523378817893, + 0.984584448748711, + 0.9818097517909892, + 0.9865486470036113, + 0.9850111209189524, + 0.9782242969255907 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54244, + "cert_evals": { + "36": 0.14080165326595306, + "72": 0.0698869526386261, + "108": 0.035971224308013916, + "255": 0.005138746462762356 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/plant-texture/fold_0/result.json b/UCI_N4/aol/runs/plant-texture/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a4d7085ba889dca3b54c44a65364f4bd18026552 --- /dev/null +++ b/UCI_N4/aol/runs/plant-texture/fold_0/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 100, + "best_val_acc": 0.6706827309236948, + "test_acc": 0.6694736842105263, + "train_size": 400, + "val_size": 249, + "test_size": 950, + "stats": { + "mean": [ + [ + -0.016478091624999976, + -0.014961091800000008, + -0.004249621250000072, + 0.023384388500000127, + 0.005502324450000172, + 0.0145078697499998, + 0.0045305880750000724, + -0.03467714649999986, + 0.004193091999999971, + 0.012809078150000047, + -0.009651387200000038, + -0.01915911049999979, + -0.008120220149999673, + 0.007483559499999939, + -8.819250000012408e-06, + -0.019568870142500156, + 0.028020058549999945, + 0.022078226650000053, + 0.0008334952449999984, + -0.0007628900000000476, + -0.033131676325000525, + -0.02417429049999988, + 0.012456803749999997, + 0.002599056999999966, + -0.016433078500000114, + -0.0015455646349999707, + 0.03351081127500002, + -0.00866295650000013, + -0.001216327300000051, + 0.02500025624999989, + 0.002615395250000011, + 0.004382452249999722, + -0.0336998632, + 0.024454489599999945, + 0.006896749999999824, + 0.0024042895000002573, + -0.0489830051999999, + -0.0018739831749999436, + -0.0027442942499998836, + 0.014888681500000006, + 0.039273120399999896, + -0.03620304349999986, + 0.01871371774999999, + 0.0017737930000000502, + 0.03068173249999988, + 0.005476874500000017, + -0.018285551499999983, + -0.01942126079499999, + 0.020034201150000052, + -0.04440868274999999, + -0.0031926880000002233, + -0.009055307999999866, + 0.01178355375000011, + 0.006780597750000028, + -0.015243231374999874, + 0.051239233250000044, + 0.01800514339999995, + 0.008651616399999893, + 0.0034974595000000232, + 0.03453392162500026, + -0.006043314750000227, + 0.012514663999999986, + 0.043475420250000084, + -0.02456098675000002 + ] + ], + "std": [ + [ + 0.9009966230602708, + 0.9364276177287642, + 0.9754761006143327, + 1.0291666417884513, + 1.0289691228068274, + 0.9876927454085853, + 0.9560626059354702, + 0.9597522889147546, + 0.9994773403976824, + 1.0152637844096681, + 0.9520114484241692, + 0.9432619847706322, + 0.9482931419315812, + 1.0591026895126023, + 0.9522570318080412, + 0.9864956149999131, + 1.084922016377646, + 1.173758426456074, + 1.0592998584844, + 1.0606714617823771, + 0.8614306216418535, + 1.0345366597359764, + 1.042209469105469, + 1.0348653782485668, + 0.9988649975902255, + 1.0174988947519772, + 1.0858204535316325, + 0.9739602296564857, + 1.0131848275815751, + 1.0264935540496496, + 0.9816966426566287, + 1.0024562576995246, + 0.9036181164894379, + 1.0437722258848774, + 0.9846104856336191, + 1.0510739753463445, + 0.8892428833739887, + 0.9794996248503948, + 0.9461971557449678, + 1.0298104390925615, + 1.1599976257671403, + 0.9173959381413883, + 0.9736629274573383, + 0.9990534408909421, + 1.0761727962998655, + 0.9933289670108497, + 0.9771946168612999, + 1.032165319421753, + 1.0398720209157222, + 0.9587359927023673, + 1.012139905486573, + 0.9975269161128212, + 1.0373603976704429, + 0.9974923617573629, + 1.0098998196849565, + 1.1923604394819194, + 1.0833214484639513, + 1.0328745232566003, + 1.0402739857013459, + 1.1225366590688706, + 0.9261829634072084, + 1.0546429695267736, + 1.0777446293534623, + 0.9933512209550289 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54244, + "cert_evals": { + "36": 0.6273683905601501, + "72": 0.5705263018608093, + "108": 0.5210525989532471, + "255": 0.2947368323802948 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/plant-texture/fold_1/result.json b/UCI_N4/aol/runs/plant-texture/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8f68adf0cda71b108799006ccbcc8938f44e8fc0 --- /dev/null +++ b/UCI_N4/aol/runs/plant-texture/fold_1/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 99, + "best_val_acc": 0.6758893280632411, + "test_acc": 0.7061310782241015, + "train_size": 400, + "val_size": 253, + "test_size": 946, + "stats": { + "mean": [ + [ + -0.004256254850000026, + 0.021923264150000024, + -0.012071683000000069, + -0.011057278499999901, + -0.017880446849999797, + 0.0011827752499998178, + -0.0027601811999999146, + -0.0251483662499997, + 0.055288276499999955, + 0.018802836700000086, + 0.000680779799999956, + -0.003705401924999697, + -0.0076088335999996695, + -0.006072732000000045, + 0.0014956542500000531, + -0.02329864526500025, + 0.00074919069999995, + 0.034619562699999926, + 0.014588840164999981, + -0.0003229700500000161, + 0.03756710242499937, + -0.018300292499999992, + 0.015038550999999963, + 0.038566000999999954, + -0.024540214250000143, + 0.03385858173000003, + -0.01502205307499997, + -0.03221403250000019, + -0.03763231055000007, + -0.0005684717500001015, + 0.005178833750000021, + 0.0232263649999997, + -0.018164639750000218, + -0.0284664659000001, + 0.014296748749999815, + -0.01446542499999974, + 0.017083458499999923, + -0.05198149362499994, + 0.02665897775000016, + 0.0006017054999999511, + -0.023385096025000055, + -0.00870071099999995, + -0.02645367400000001, + 0.030389902050000018, + -0.010937763500000006, + -0.05008216174999998, + -0.014492351249999987, + -0.029835240265000052, + -0.0028061221000000624, + 0.012136923749999967, + 0.04889772374999951, + -0.005096808249999897, + -0.007376563999999944, + 0.017595101374999984, + -0.013797275999999694, + 0.054841677249999804, + -0.058722712075000016, + 0.03106128492499999, + 0.04723510375, + 0.03316721925000017, + -0.00928761275000021, + 0.004404617250000025, + -0.002385128999999882, + -0.039578189499999986 + ] + ], + "std": [ + [ + 1.0176195895454074, + 1.0490244648468456, + 0.9960419330218429, + 1.0013824399376616, + 0.9994469044392366, + 0.9946100427625639, + 1.0157545132253116, + 0.9788609202986969, + 1.071845617834868, + 0.9893086678710389, + 0.9761446960534231, + 1.0226495027246933, + 1.039042345736355, + 0.9862504907230619, + 1.010782124858231, + 0.9283410333997018, + 0.9169243300337626, + 1.2172212453002578, + 1.0463189591077335, + 1.0069757171220548, + 1.1331476744057545, + 0.9469821203572525, + 1.056155176364169, + 1.0595663845370344, + 0.9428967883897005, + 1.0970228794322368, + 0.9685633455294996, + 0.9741644818618026, + 0.9143633677590421, + 1.0691597858758368, + 1.01412670505509, + 1.070121954375621, + 0.951399475845066, + 0.9830032176811866, + 1.0946821401422548, + 0.9450181434403627, + 1.0182514042513124, + 0.9407099037863594, + 1.0799791344020868, + 0.9842100577075739, + 0.9049268404343978, + 0.9743966176706755, + 0.9614307865494272, + 1.0589976460635564, + 1.033707681388281, + 0.9570270454194322, + 0.9726967073724329, + 0.9598087507205947, + 1.0248291708573996, + 1.0065887165171423, + 1.1899283807762595, + 1.046684908157972, + 0.9585960515533316, + 1.0015106988574207, + 0.9882827515120411, + 1.1390243681390715, + 0.903234233001017, + 1.0770406438636961, + 1.0289747705280785, + 1.108986637240471, + 0.9644875764134929, + 0.9341662575099802, + 1.0003551075843455, + 0.9381906895869818 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54244, + "cert_evals": { + "36": 0.6638477444648743, + "72": 0.6205074191093445, + "108": 0.5581395030021667, + "255": 0.33403804898262024 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/plant-texture/fold_2/result.json b/UCI_N4/aol/runs/plant-texture/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a116eba9a40025db42f6613979916e1f883b50a7 --- /dev/null +++ b/UCI_N4/aol/runs/plant-texture/fold_2/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 99, + "best_val_acc": 0.724, + "test_acc": 0.6880927291886196, + "train_size": 400, + "val_size": 250, + "test_size": 949, + "stats": { + "mean": [ + [ + 0.006781644050000072, + -0.01704826455000003, + -0.002251882250000035, + -0.0028131144999998512, + -0.005865192699999791, + 0.009570933999999944, + -0.009578214299999865, + -0.024165803499999656, + -0.01858652050000008, + -0.016836627099999942, + 0.022271386250000094, + 0.02783143624999974, + 0.013649515400000272, + 0.03256191874999994, + 0.007509060350000286, + 0.028498989239999706, + 0.009155898099999922, + -0.05709269885000008, + -0.011131543627500075, + 0.007129308599999935, + 0.009527655224999435, + 0.048195565000000024, + -0.03163669524999997, + -0.012298672749999962, + -0.015361769500000262, + -0.020092703134999917, + 0.00814105310000005, + 0.010467141749999798, + 0.000659113049999987, + 0.0005926604999999846, + -0.003039380250000019, + 0.006916299999999689, + 0.0028526314500000234, + 0.02393395764999979, + -0.017349249750000083, + -0.004382585749999812, + 0.0006067708249999293, + -0.02260160009999996, + -0.020113583249999886, + -0.027872431749999968, + 0.012264436799999952, + 0.015939157750000252, + -0.014283123999999987, + -0.014588402899999955, + 0.013490449499999968, + 0.011403421250000092, + 0.012658765250000021, + -0.014379616514999992, + 0.014957853600000057, + 0.00609202149999992, + -0.02169176450000027, + -0.0238132444999999, + -0.016261851749999882, + -0.006561618624999998, + 0.00928921537500022, + -0.0672483589999997, + 0.0054866013749999285, + 0.003738513875000059, + -0.02022912349999999, + -0.003440074000000029, + 0.030528467999999764, + 0.03239571075000004, + 0.03326437500000009, + -0.011354963499999924 + ] + ], + "std": [ + [ + 1.0176353776788036, + 0.9190930489962008, + 1.0268538651935009, + 0.9999682393873391, + 0.9984018173866293, + 1.0374879590245607, + 0.9749352350820676, + 0.996266197839155, + 0.9511625612934416, + 0.9876855487180032, + 1.105409076208761, + 1.0321003973234553, + 1.0235494324640213, + 1.1213865795944102, + 1.0879930289006665, + 1.0838318604426802, + 1.0877272851283968, + 0.774752481406204, + 1.0373588129982505, + 0.9969058944401101, + 1.011738502430844, + 1.1511835702083388, + 0.9377685226320285, + 1.0219749119064445, + 0.92170310125349, + 0.9806129656814709, + 1.0038200109094886, + 1.0479216121391026, + 1.0231420017542938, + 0.9787899196190312, + 1.0290085842795444, + 1.0501562971981688, + 0.9469912325322501, + 1.0353208445844364, + 0.9577479946023613, + 0.9403622048724667, + 0.9697131314173383, + 0.9465545623876653, + 0.9782386950900146, + 0.9139584627856204, + 0.9779691745581587, + 1.0259013952137952, + 0.9330608640569992, + 0.942152577459924, + 0.9978008930918613, + 1.0501702677822984, + 1.0356406401318516, + 0.9717916536323801, + 0.982544393973635, + 1.047669652090456, + 0.8616845618348262, + 0.9101934286793992, + 1.0301962610060198, + 0.9575486231894531, + 0.9827140500471714, + 0.5778539784498753, + 0.9613134752896453, + 1.0047774832021952, + 0.9907827459169802, + 0.9871971074482115, + 1.162147207193799, + 1.0844411935907712, + 1.0567242900140779, + 0.9982258566338452 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54244, + "cert_evals": { + "36": 0.6438356041908264, + "72": 0.5953634977340698, + "108": 0.5500526428222656, + "255": 0.307692289352417 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/plant-texture/fold_3/result.json b/UCI_N4/aol/runs/plant-texture/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0799981f15d71ba812f7ca3222e79c6bcadf7d56 --- /dev/null +++ b/UCI_N4/aol/runs/plant-texture/fold_3/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 63, + "best_val_acc": 0.7242798353909465, + "test_acc": 0.643305439330544, + "train_size": 400, + "val_size": 243, + "test_size": 956, + "stats": { + "mean": [ + [ + -0.014342517400000006, + -0.010508095700000018, + 0.020846525499999963, + 0.0065602567500000954, + 0.04070300080000023, + 0.005624379000000016, + 0.010057827824999985, + -0.0016692939999995607, + -0.0012298350000000452, + 0.004113477850000035, + -0.006016862100000142, + -0.027265562499999736, + 0.012290107750000214, + -0.017597352249999944, + -0.05018481082499988, + -0.019962193892500257, + -0.01139161950000006, + -0.022701001150000014, + 0.0013786910799999214, + -0.014646860050000085, + -0.015396491325000532, + 0.008186758999999919, + 0.04188897099999995, + 0.029843807999999857, + -0.027753020000000236, + -0.0005539261349998608, + -0.017307911899999966, + 0.011377426749999739, + -0.022145610699999995, + 0.007566919749999868, + -0.027431704249999946, + 0.042545776999999674, + 0.052352197149999995, + -0.006990049900000131, + 0.010389971999999801, + 0.018498143250000078, + 0.06626066654999992, + 0.00848889462500006, + -0.018184080999999918, + 0.01926874899999994, + -0.03685933877500006, + 0.0007597582500002853, + -0.02537281875000002, + 0.008902194600000003, + 0.02412217824999988, + 0.031126447000000078, + 0.024641684499999875, + 0.0029474992500001605, + 0.005532393600000062, + -0.008580874249999974, + -0.015919812000000293, + -0.00023579924999993536, + 0.03706109150000009, + -0.0008052041249999526, + -0.03436781549999974, + 0.022327436750000006, + 0.007519205675000007, + -0.011987557750000155, + 0.01592568225000001, + 0.005316474750000138, + -0.0004174132500002535, + -0.032213199249999686, + -0.031228355999999867, + 0.02102232000000007 + ] + ], + "std": [ + [ + 0.8692420724813031, + 0.949763414888491, + 1.0642544830753824, + 1.0472839362776507, + 1.0901344960110089, + 1.0448532151498395, + 0.9860966887034024, + 0.992983631561972, + 1.0149294022896036, + 0.9431952484176876, + 1.0340529605805364, + 0.9513173925745501, + 1.0567752587933925, + 0.9542576532027438, + 0.7813209238320555, + 0.9338054729806743, + 0.9321480764995789, + 0.8561905534972463, + 0.9927488431023881, + 0.9167664054814741, + 0.9198840727955573, + 1.0334423218940791, + 1.0542630877180026, + 1.0910912930890575, + 0.9104729281174669, + 0.940879543920847, + 0.9516761628090449, + 1.0514139332592722, + 0.9431400801236285, + 1.0295711364901166, + 0.8800987512468141, + 1.1173664674104642, + 1.1433392914474967, + 0.9617273036124687, + 1.037564686694581, + 1.0144405124623135, + 1.141213336619724, + 0.9794696310119911, + 0.9763734610882173, + 1.0315472144044722, + 0.937513787219726, + 0.9989573963275813, + 0.898086886732961, + 1.0058174039027852, + 1.0273289677810482, + 1.0127412982823678, + 1.0261552552616107, + 1.0621741318043578, + 0.9715566474052263, + 0.9644661846983199, + 0.8986136195077067, + 0.9995526222906947, + 1.0617704910396841, + 1.063170800289359, + 0.9564967404036995, + 1.2714040020058475, + 1.0285638690116818, + 0.9378454050408493, + 1.0325468321763043, + 1.0983078969994187, + 0.916541159688309, + 1.0160097153090744, + 0.9197027539366839, + 1.0261398372506563 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54244, + "cert_evals": { + "36": 0.5920501947402954, + "72": 0.5271966457366943, + "108": 0.473849356174469, + "255": 0.2510460317134857 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/post-operative/fold_0/result.json b/UCI_N4/aol/runs/post-operative/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..da0fd139162ed4645ac74c941e79a75245456b5b --- /dev/null +++ b/UCI_N4/aol/runs/post-operative/fold_0/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.0, + "test_acc": 0.03636363636363636, + "train_size": 22, + "val_size": 13, + "test_size": 55, + "stats": { + "mean": [ + [ + 0.2644478181818181, + -0.002965454545454521, + -0.04423899999999998, + 0.0652979090909091, + -0.09040263636363635, + 0.12863909090909095, + -0.031622818181818196, + -0.010754727272727246 + ] + ], + "std": [ + [ + 0.863045425336646, + 0.9808035281210981, + 0.9954110000000002, + 0.8638286631944233, + 0.9903112638860088, + 1.0460343032985846, + 0.9593493232948251, + 0.6242961991096403 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 739, + "cert_evals": { + "36": 0.036363635212183, + "72": 0.036363635212183, + "108": 0.0181818176060915, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/post-operative/fold_1/result.json b/UCI_N4/aol/runs/post-operative/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ea14896a8530a4ed63d07624d7d9f6b85436cd7f --- /dev/null +++ b/UCI_N4/aol/runs/post-operative/fold_1/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 33, + "best_val_acc": 0.8333333333333334, + "test_acc": 0.62, + "train_size": 22, + "val_size": 18, + "test_size": 50, + "stats": { + "mean": [ + [ + -0.04068454545454543, + -0.13643590909090905, + -0.22522281818181814, + -0.01632572727272733, + 0.18080527272727273, + -0.36753845454545453, + -0.4196983636363635, + 0.03461609090909094 + ] + ], + "std": [ + [ + 0.48245777837997267, + 1.0509474100388445, + 0.9788196547256961, + 1.0356928042306306, + 0.9778540225386487, + 0.7579234423290888, + 0.7652973041426179, + 0.7599528606329299 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 739, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/post-operative/fold_2/result.json b/UCI_N4/aol/runs/post-operative/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b53681be83506f25d61ac504a95cd19e8ed3833d --- /dev/null +++ b/UCI_N4/aol/runs/post-operative/fold_2/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.7777777777777778, + "test_acc": 0.6949152542372882, + "train_size": 22, + "val_size": 9, + "test_size": 59, + "stats": { + "mean": [ + [ + 0.035598363636363664, + -0.06970068181818179, + -0.13473090909090904, + -0.17957400000000004, + 0.18080527272727273, + 0.29403163636363644, + 0.03305631818181817, + 0.034616272727272704 + ] + ], + "std": [ + [ + 0.7964199476848967, + 1.018669033729904, + 0.9912891976159546, + 1.0484797311020457, + 0.9778540225386487, + 1.24868633500981, + 1.0040929058601908, + 0.5709040666748884 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 739, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/post-operative/fold_3/result.json b/UCI_N4/aol/runs/post-operative/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8b050a5daf466f8a6147577f34339332bf61b7c9 --- /dev/null +++ b/UCI_N4/aol/runs/post-operative/fold_3/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 40, + "best_val_acc": 0.42857142857142855, + "test_acc": 0.3148148148148148, + "train_size": 22, + "val_size": 14, + "test_size": 54, + "stats": { + "mean": [ + [ + -0.4221010909090909, + 0.19724022727272736, + 0.22723672727272717, + -0.016325727272727287, + -1.0092936587501423e-17, + -0.036753454545454506, + -0.16098145454545446, + 0.41270672727272745 + ] + ], + "std": [ + [ + 0.9311555791372603, + 0.9366735504705384, + 0.9576763484720417, + 1.0356928042306308, + 0.9944290000000001, + 0.7579238589268785, + 0.9505882556493265, + 0.8002666526517147 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 739, + "cert_evals": { + "36": 0.018518518656492233, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/primary-tumor/fold_0/result.json b/UCI_N4/aol/runs/primary-tumor/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d7169ac8e91b47a4bf5c0dbbdeb9e00a1b441c25 --- /dev/null +++ b/UCI_N4/aol/runs/primary-tumor/fold_0/result.json @@ -0,0 +1,64 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.0196078431372549, + "test_acc": 0.02030456852791878, + "train_size": 82, + "val_size": 51, + "test_size": 197, + "stats": { + "mean": [ + [ + -0.008010512195121854, + 0.054444146341463336, + 0.0366287682926831, + 0.017473585365853656, + 0.00994146341463413, + 0.14699000000000015, + 0.04866843902439027, + -0.06218121951219504, + 0.01667878048780483, + -0.03673495121951217, + 0.060766390243902485, + -0.11804926829268325, + 0.04384986585365854, + -0.04256348780487793, + 0.026720512195121893, + 0.09196453658536587, + 0.04076614634146339 + ] + ], + "std": [ + [ + 0.9284296903454413, + 0.9827553422472404, + 0.9950878705168285, + 1.0173173538014615, + 0.9933487461181214, + 1.0, + 0.962929194381142, + 1.0381881034205123, + 0.9899379872265349, + 1.011517643744964, + 0.8811077313196498, + 1.2812447336275181, + 0.9462003808216405, + 1.0326718844648832, + 0.9328296141970309, + 0.9459362255487258, + 0.9834201107664913 + ] + ] + }, + "width": 64, + "in_features": 17, + "out_features": 15, + "depth": 4, + "padding": 34, + "parameters": 3517, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/primary-tumor/fold_1/result.json b/UCI_N4/aol/runs/primary-tumor/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8190bf365fc1062cf15885dde40d0670a64377bd --- /dev/null +++ b/UCI_N4/aol/runs/primary-tumor/fold_1/result.json @@ -0,0 +1,64 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.2, + "test_acc": 0.10101010101010101, + "train_size": 82, + "val_size": 50, + "test_size": 198, + "stats": { + "mean": [ + [ + -0.19990898780487798, + -0.06597853658536594, + -0.06580686585365814, + -0.04826112195121953, + 0.03728248780487797, + 0.06248341463414634, + -0.06985995121951216, + -0.0032160975609755497, + -0.06506265853658541, + 0.09333218292682927, + 0.06076639024390239, + -0.30444282926829297, + -0.1407240975609757, + -0.13789832926829237, + -0.011618548780487929, + -0.07208160975609774, + 0.0923113658536586 + ] + ], + "std": [ + [ + 1.0840763211298148, + 0.9871722424447865, + 0.9943340791237609, + 0.9878070021217906, + 0.978564253608743, + 0.7605592682926824, + 1.0434538299658207, + 1.0006713020447777, + 1.0285572185582093, + 0.9582691142993712, + 0.8811077313196498, + 1.4765153864007459, + 1.1389873689905186, + 1.0994550266298473, + 0.9827072417027007, + 1.0321010371852044, + 0.961563601529827 + ] + ] + }, + "width": 64, + "in_features": 17, + "out_features": 15, + "depth": 4, + "padding": 34, + "parameters": 3517, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/primary-tumor/fold_2/result.json b/UCI_N4/aol/runs/primary-tumor/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..833b518b0a68426cf7a1aca83d4c4dd05868646d --- /dev/null +++ b/UCI_N4/aol/runs/primary-tumor/fold_2/result.json @@ -0,0 +1,64 @@ +{ + "best_epoch": 53, + "best_val_acc": 0.4, + "test_acc": 0.23232323232323232, + "train_size": 82, + "val_size": 50, + "test_size": 198, + "stats": { + "mean": [ + [ + 0.05595567073170747, + -0.11414758536585423, + -0.15360871951219476, + 0.11138004878048806, + 0.14664658536585373, + -0.022023170731707342, + 0.04866843902439022, + 0.11471414634146337, + -0.09230980487804882, + -0.010721524390243967, + -0.13876521951219484, + -0.024852487804878247, + -0.029979719512195135, + -0.13789832926829246, + 0.02672051219512185, + -0.0720816097560979, + 0.014993536585365865 + ] + ], + "std": [ + [ + 0.8752456105780106, + 1.0319878972477479, + 1.020270188955276, + 0.973373221402528, + 0.908857763487908, + 1.068933148158204, + 0.9629291943811422, + 0.9096695962820129, + 1.0396848408746504, + 1.0024455533701155, + 1.2137033994344781, + 1.1602914885292481, + 1.031634721498422, + 1.0994550266298473, + 0.9328296141970309, + 1.0321010371852055, + 0.9931654994287419 + ] + ] + }, + "width": 64, + "in_features": 17, + "out_features": 15, + "depth": 4, + "padding": 34, + "parameters": 3517, + "cert_evals": { + "36": 0.10101009905338287, + "72": 0.04545454680919647, + "108": 0.035353533923625946, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/primary-tumor/fold_3/result.json b/UCI_N4/aol/runs/primary-tumor/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..279f97267eb092c5969bfbc8d2d27ff56762c927 --- /dev/null +++ b/UCI_N4/aol/runs/primary-tumor/fold_3/result.json @@ -0,0 +1,64 @@ +{ + "best_epoch": 29, + "best_val_acc": 0.08333333333333333, + "test_acc": 0.10377358490566038, + "train_size": 82, + "val_size": 36, + "test_size": 212, + "stats": { + "mean": [ + [ + 0.03463378048780499, + 0.006275073170731583, + 0.007361365853658851, + -0.05765181707317083, + 0.06462351219512194, + 0.062483414634146285, + 0.04866843902439023, + 0.17367926829268246, + 0.043925926829268234, + -0.03673495121951222, + 0.010883487804878128, + 0.06834443902439019, + -0.029979719512194993, + 0.11632791463414643, + 0.026720512195121806, + 0.06462351219512184, + 0.14385658536585347 + ] + ], + "std": [ + [ + 0.9863628325148939, + 0.9862904448213375, + 0.9415700081720351, + 0.9778925433614022, + 0.9627768184983537, + 0.7605592682926826, + 0.962929194381142, + 0.8544857970801263, + 0.9752042587005816, + 1.0115176437449636, + 0.9787732234590277, + 0.8230916787799415, + 1.031634721498422, + 0.888087814072915, + 0.9328296141970309, + 0.9627768184983537, + 0.9363654126487833 + ] + ] + }, + "width": 64, + "in_features": 17, + "out_features": 15, + "depth": 4, + "padding": 34, + "parameters": 3517, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/ringnorm/fold_0/result.json b/UCI_N4/aol/runs/ringnorm/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a17fe7fff62184a9071e7d0bf8fad96cb172f0be --- /dev/null +++ b/UCI_N4/aol/runs/ringnorm/fold_0/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.9609582963620231, + "test_acc": 0.9489034591905946, + "train_size": 1850, + "val_size": 1127, + "test_size": 4423, + "stats": { + "mean": [ + [ + -0.0014913630590810715, + -0.0002028115945945495, + -0.003624673004864866, + 0.030743673347964937, + -0.0034106684216216178, + -0.004585295625405408, + -0.007129368502702696, + 0.02503018201621619, + -0.009548345086486483, + -0.023094663821621602, + 0.024392343743783677, + -0.022385221852432413, + -0.011269039536756825, + 0.006084699226486499, + -0.002144298956756773, + 0.012506844875783789, + -0.00058454836702704, + 0.03584240386432444, + -0.012133667589189186, + 0.004316507892972984 + ] + ], + "std": [ + [ + 0.9784283387930162, + 0.9905460412687422, + 1.0065390278100863, + 0.9927153916321547, + 0.9735595969809379, + 0.9917492622308341, + 1.021226537005995, + 0.984043931354316, + 1.0020439489201134, + 1.0140676776467927, + 1.01390897497898, + 1.0144771852122418, + 1.0088742566237001, + 1.0031650144538549, + 0.9957376523551107, + 1.004052473854246, + 1.0009632837253672, + 1.0136956725096684, + 1.0117437667654883, + 0.9896482611831617 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4202, + "cert_evals": { + "36": 0.910015881061554, + "72": 0.855754017829895, + "108": 0.7680307626724243, + "255": 0.2611349821090698 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/ringnorm/fold_1/result.json b/UCI_N4/aol/runs/ringnorm/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a9611ac7caa2a8a6a91405cadf95355e9def5439 --- /dev/null +++ b/UCI_N4/aol/runs/ringnorm/fold_1/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.9466911764705882, + "test_acc": 0.9484536082474226, + "train_size": 1850, + "val_size": 1088, + "test_size": 4462, + "stats": { + "mean": [ + [ + -0.008131689650810797, + -0.002498043243243252, + -0.023727151785405413, + -0.03585440558918916, + -0.0003934882972973119, + 0.0225867714875676, + 0.033729259347567535, + 0.04028018498378375, + -0.011526702379459474, + 0.005509034924324315, + -0.0036079329924324473, + -0.010609778086486462, + -0.04445419758486492, + -0.019035246131351363, + -0.023686496141621632, + -0.004599276812324327, + -0.01283934108918918, + -0.017065241494054067, + 0.0003217353513513623, + 0.0033787389697297146 + ] + ], + "std": [ + [ + 1.022177893241832, + 0.9975248053566046, + 1.0196388744846618, + 1.0221479866384073, + 0.9970357977944808, + 1.0307981420348893, + 0.9773560353822935, + 0.9781176224444603, + 1.0106652173823045, + 0.9892263924920568, + 1.0047809286897451, + 0.9927926966385846, + 0.9948403657240741, + 1.008299177644683, + 0.986103425256104, + 1.0040901235563537, + 1.0207243055267705, + 0.9859651487873408, + 1.0109851150234057, + 1.0209172013335133 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4202, + "cert_evals": { + "36": 0.9181981086730957, + "72": 0.8561183214187622, + "108": 0.7866427302360535, + "255": 0.3061407506465912 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/ringnorm/fold_2/result.json b/UCI_N4/aol/runs/ringnorm/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9db6439e9377b474151c4a1116a772be25afbb2e --- /dev/null +++ b/UCI_N4/aol/runs/ringnorm/fold_2/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.9525581395348838, + "test_acc": 0.951731843575419, + "train_size": 1850, + "val_size": 1075, + "test_size": 4475, + "stats": { + "mean": [ + [ + 0.02891295190162165, + 0.03068944431891898, + -0.019467257363783776, + -0.009042827307170279, + 0.0023045943172973027, + 0.03461760786972972, + -0.013958165583783782, + -0.0037264931027027265, + 0.004122639091891881, + 0.008077664260864866, + 0.00500549670162161, + 0.05230572106145954, + 0.00560352195189189, + -0.0038027441356756407, + -0.006340691426324323, + -0.017875234487027075, + -0.009974290385945996, + 0.031068824466486403, + -0.018748794218378367, + 0.005651800251891893 + ] + ], + "std": [ + [ + 0.9932694884617136, + 1.0072036987514652, + 0.9893573161360424, + 0.9958218951278952, + 1.0085886667535657, + 0.9790791907975733, + 0.9983260051236463, + 0.9947362590919102, + 1.006364157341519, + 1.0005095470798928, + 0.9832199273034367, + 0.9689205473346516, + 1.0001853849462015, + 1.033775512614162, + 1.0032724243458653, + 0.9853254002831421, + 1.0043894835352993, + 1.0395476633542529, + 0.9896749630098167, + 0.9691966087764504 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4202, + "cert_evals": { + "36": 0.9204469323158264, + "72": 0.8719553351402283, + "108": 0.8145251870155334, + "255": 0.35329610109329224 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/ringnorm/fold_3/result.json b/UCI_N4/aol/runs/ringnorm/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7db70eb33cb2bb77090625ce98b14c0e9d352db9 --- /dev/null +++ b/UCI_N4/aol/runs/ringnorm/fold_3/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 47, + "best_val_acc": 0.9562790697674418, + "test_acc": 0.9524022346368715, + "train_size": 1850, + "val_size": 1075, + "test_size": 4475, + "stats": { + "mean": [ + [ + 0.02046777164864863, + 0.0021980356432432023, + 0.004059637980540555, + -0.009342822182702694, + 0.002387918376162144, + 0.030360256719999965, + -0.015382828059459445, + -0.018204245005945925, + -0.025843862712432407, + 0.027745209016216188, + 0.004481657689729722, + 0.026131714623621623, + 0.022636812074594607, + 0.014200627510810747, + -0.0033628461978918974, + -0.017424993537297307, + 0.02008856371405403, + -0.012326211236756734, + -0.005294278313513533, + -0.011560347406486508 + ] + ], + "std": [ + [ + 1.003862152326972, + 1.0116328206717198, + 0.9982327875050149, + 1.0058161542849646, + 0.9897416118790039, + 0.97887136461081, + 0.9958939467129719, + 1.025014828335411, + 1.0096954961376094, + 1.0002821071815167, + 0.9846740927254561, + 0.9871728584855372, + 0.988810619026956, + 0.9866476352820501, + 0.9798465412109066, + 1.0074699501447237, + 0.9933722458992488, + 0.9892672826168423, + 1.0089595701990006, + 1.0171370551906491 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4202, + "cert_evals": { + "36": 0.9215642809867859, + "72": 0.8811173439025879, + "108": 0.8207821249961853, + "255": 0.3939664959907532 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/seeds/fold_0/result.json b/UCI_N4/aol/runs/seeds/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..22569ec9d41f5a1b8a81d940000d190fde8020a2 --- /dev/null +++ b/UCI_N4/aol/runs/seeds/fold_0/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.3333333333333333, + "test_acc": 0.328125, + "train_size": 52, + "val_size": 30, + "test_size": 128, + "stats": { + "mean": [ + [ + -0.07865740384615384, + -0.09929158269230767, + 0.10740706153846159, + -0.11327312326923078, + -0.054041704038461535, + 0.11302156807692312, + -0.12860311538461539 + ] + ], + "std": [ + [ + 0.9776589269685166, + 1.0102414254274936, + 0.8380902928078587, + 1.0256407102447727, + 0.9263919424516689, + 1.0662347835422732, + 0.9877327834391749 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 577, + "cert_evals": { + "36": 0.328125, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/seeds/fold_1/result.json b/UCI_N4/aol/runs/seeds/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1906d84ffdfbe28a7d026edd23853b353cb338cc --- /dev/null +++ b/UCI_N4/aol/runs/seeds/fold_1/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 21, + "best_val_acc": 0.7105263157894737, + "test_acc": 0.6416666666666667, + "train_size": 52, + "val_size": 38, + "test_size": 120, + "stats": { + "mean": [ + [ + 0.058945873076923054, + 0.058565444230769224, + 0.07005121538461541, + 0.06763472500000012, + 0.047836257499999944, + -0.05406976365384615, + 0.04528192692307701 + ] + ], + "std": [ + [ + 0.9708842177474521, + 0.9848353623619012, + 0.8161306877633503, + 0.9973740833983674, + 0.9401704976733031, + 0.9044940579464946, + 1.002197108725799 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 577, + "cert_evals": { + "36": 0.2083333432674408, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/seeds/fold_2/result.json b/UCI_N4/aol/runs/seeds/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..adf5313e8701b5744d060d35382df00177d4ed0e --- /dev/null +++ b/UCI_N4/aol/runs/seeds/fold_2/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.3235294117647059, + "test_acc": 0.3387096774193548, + "train_size": 52, + "val_size": 34, + "test_size": 124, + "stats": { + "mean": [ + [ + -0.033384901923076866, + -0.0331742116538462, + -0.031110369230769246, + -0.035362980769230695, + -0.03749499615384611, + -0.05436379423076917, + -0.022526719230769286 + ] + ], + "std": [ + [ + 0.9921027190305836, + 0.9758756553777916, + 1.131396588661939, + 0.9525393107723146, + 1.031011005759497, + 0.9529339051548767, + 0.9671977555675655 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 577, + "cert_evals": { + "36": 0.33870965242385864, + "72": 0.33870965242385864, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/seeds/fold_3/result.json b/UCI_N4/aol/runs/seeds/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..086f165d6aaf702ab11700c3439024654fe57cfc --- /dev/null +++ b/UCI_N4/aol/runs/seeds/fold_3/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.35294117647058826, + "test_acc": 0.3225806451612903, + "train_size": 52, + "val_size": 34, + "test_size": 124, + "stats": { + "mean": [ + [ + -0.01415203269230775, + 0.0027556519230769717, + -0.08995134999999999, + 0.03169613269230778, + -0.04915413269230773, + 0.020229542307692343, + -0.026400719230769202 + ] + ], + "std": [ + [ + 0.968562549022194, + 0.987659685020645, + 0.896948829634495, + 0.9880022117491448, + 0.9355234042408067, + 1.095434168498032, + 1.0069225875711127 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 577, + "cert_evals": { + "36": 0.04838709533214569, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/semeion/fold_0/result.json b/UCI_N4/aol/runs/semeion/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e5acefe404744865da764065622e664454b8d05c --- /dev/null +++ b/UCI_N4/aol/runs/semeion/fold_0/result.json @@ -0,0 +1,542 @@ +{ + "best_epoch": 40, + "best_val_acc": 0.9083969465648855, + "test_acc": 0.9067524115755627, + "train_size": 398, + "val_size": 262, + "test_size": 933, + "stats": { + "mean": [ + [ + 0.042952336683416886, + 0.08904046231155748, + 0.07781711306532647, + 0.04420791457286419, + 0.023773748743718452, + 0.030800670854271264, + 0.05355933668341719, + 0.03393323618090457, + 0.027005577889447012, + -0.020098884422110736, + -0.038558869346733554, + -0.02876319095477392, + -0.035930085427135716, + -0.005666462311557859, + -0.03678980402010061, + -0.02540032914572887, + 0.07164423115577907, + 0.10856828643216102, + 0.016988085427135702, + 0.008401615577889203, + 0.058609482412060376, + 0.009480130653266463, + 0.017019934673366894, + 0.018380477386934664, + -0.03487012562814079, + -0.04757404020100504, + -0.03736131909547739, + -0.015900620603015, + -0.02739998994974887, + 0.02467418090452264, + 0.0249909623115577, + -0.0428204346733669, + 0.09282983919598005, + 0.0839422261306534, + 0.045602110552763954, + -0.0022594874371859885, + 0.03105556030150764, + 0.038234974874371906, + 0.05212423115577904, + -0.0418055175879393, + 0.007379648241206374, + -0.0123181708542711, + 0.03084452261306535, + -0.015929640703517652, + -0.032517437185929664, + -0.042322022613065426, + 0.012141331658292034, + -0.0381711532663317, + 0.08658839698492467, + 0.048203969849246485, + -0.04225107537688428, + -0.025943195979899407, + -0.0023844723618089915, + 0.036030047738693574, + 0.019591012562814026, + -0.00906672110552767, + 0.05304341708542693, + 0.04683804020100484, + 0.011912374371859305, + 0.007315894472361927, + -0.09851672361809082, + -0.03642700000000022, + -0.020734497487437303, + 0.031377703517588146, + 0.06271911809045175, + 0.00858300502512564, + -0.03295607788944731, + -0.05819111557788897, + 0.0045722713567837555, + 0.0003809296482409935, + -0.02592891959799003, + 0.02250984924623118, + 0.04199087437185916, + 0.015708170854271196, + -0.026958037688442335, + -0.06993793467336694, + -0.06541721608040225, + -0.06384432160804038, + 0.007286145728643622, + 0.030955864321607733, + 0.027522726130653326, + 0.036648336683416785, + -0.002193748743718662, + 0.012495773869346763, + -0.009007914572864381, + -0.0036712160804018216, + 0.058828603015075205, + 0.0316613417085427, + 0.007075424623115544, + -0.04322718592964837, + -0.06008731155778924, + -0.04533076381909549, + -0.022957175879396944, + -0.0168389145728642, + 0.025421821608039852, + 0.02792173869346751, + -0.07432091959799038, + 0.013624623115577675, + -0.034945268844221195, + 0.02665020100502518, + 0.03429036180904528, + 0.052019472361808976, + 0.05586435175879404, + -0.01356301507537669, + -0.016037165829145907, + -0.03266601758794015, + -0.04719567587939709, + -0.00748582412060346, + 0.004539849246231048, + 0.021088369346733554, + -0.011933391959799155, + -0.015972572864321154, + -0.03545065829145717, + -0.037793592964824145, + -0.044449964824120315, + 0.029925321608040113, + 0.06288003015075373, + 0.08463542713567856, + 0.02237871859296501, + 0.006899319095477609, + 0.01449656281407041, + 0.000527683417085827, + 0.03920230150753784, + 0.01104597989949731, + -0.025606010050250903, + 0.009040170854271303, + -0.005590462311557578, + -0.01597257286432165, + -0.028310065326633178, + -0.028887447236180964, + -0.0659081507537687, + -0.02844676884422169, + -0.023109949748743735, + 0.032979929648241244, + 0.004363246231154997, + 0.04131952261306578, + 0.0639989572864323, + 0.0895776356783918, + 0.08333377889447266, + 0.004363924623115477, + 0.04033003768844212, + 0.0043767613065326776, + -0.026182336683417056, + 0.005207839195979919, + -0.04224544723618088, + -0.02382967085427132, + -0.07914226130653301, + -0.06476556532663379, + -0.0037090954773871154, + 0.03603720603015092, + -0.011745665829145997, + 0.009745507537688426, + 0.03452877889447241, + 0.05641689698492448, + 0.058819748743718606, + 0.0017769246231155048, + 0.05289571608040145, + 0.020843309045226126, + -0.026537417085427038, + -0.027443012562814097, + -0.037861175879396816, + -0.009719047738693285, + -0.014178577889447092, + -0.013634623115577697, + 0.011744346733668245, + -0.06803158291457227, + -0.052816281407034815, + -0.03685464572864351, + -0.015264748743718476, + -0.02556971608040183, + -0.01646636934673348, + 0.023691919597990285, + 0.08278233165829174, + 0.00689019346733639, + -0.011008341708542625, + 0.006246170854271169, + -0.04551160301507559, + -0.01852485427135688, + -0.016720412060301414, + -0.006744517587939658, + -0.020554698492462387, + 0.0033862311557788963, + -0.013512402010050132, + 0.030196592964824073, + 0.053002623115577296, + 0.029924190954773895, + 0.010655278894472263, + -0.025002311557788908, + 0.005749233668341486, + -0.017590547738693327, + -0.0046878693467337276, + -0.025057909547738694, + -0.025841457286432157, + 0.014470603015075412, + -0.028042884422110625, + -0.026089296482412073, + -0.011480763819095607, + -0.03543923115577921, + -0.012104502512562777, + 0.033738502512562836, + 0.06796942713567744, + 0.030141675879396694, + -0.07938337688442194, + -0.10993767839195982, + -0.08592113567839203, + -0.02513346733668336, + 0.02942003768844198, + 0.016245618090452357, + -0.027027889447236178, + -0.04646055778894485, + -0.05783185678391942, + 0.003077424623115391, + 0.001774763819095415, + 0.02235859296482412, + 0.046390603015075665, + 0.07475743718592887, + 0.0031286934673366894, + -0.10202691457286422, + -0.15626765326633196, + -0.15922729145728687, + -0.027267879396984968, + 0.010767738693467357, + 0.06725591457286462, + 0.03289026633165819, + -0.05212582914572871, + -0.07667999246231152, + -0.106186944723618, + -0.05246548743718603, + -0.04017505527638196, + 0.01756687437185917, + 0.01388585929648225, + -0.0017839547738693002, + -0.019856271356783726, + -0.037364902010050265, + -0.05228199748743718, + 0.005632914572864403, + 0.04385109547738676, + 0.07341574120603038, + 0.0661586381909549, + -0.010089979899497585, + -0.018135623115577832, + -0.016660778894472178, + -0.054114793969849306, + -0.03197704522613057, + -0.014875979899497477, + 0.0030890326633166588, + 0.0005838040201005258, + -0.012102854271356855, + 0.06015804020100524, + 0.03463156281407019, + 0.058009472361808555, + 0.0446316331658288, + 0.0002885954773868734, + -0.0071491407035177675, + -0.019207316582914656, + 0.03504411055276377 + ] + ], + "std": [ + [ + 1.0563097554831, + 1.0780957512893903, + 1.0452812422000708, + 1.017690638492427, + 1.0052440697335492, + 1.001399326721192, + 0.9943611635248776, + 0.9929612277732924, + 0.9913927954434718, + 1.0053448775578797, + 1.0107048900784519, + 1.0054061730470043, + 1.0028699621408272, + 0.9995583413505211, + 0.9908593466765735, + 0.9853542136542434, + 1.0705845251257127, + 1.0662779250282277, + 1.0073168970262103, + 1.0024787753418176, + 1.0119304591198905, + 1.0015280003985942, + 1.0018124775575221, + 1.0027574917083557, + 0.9948097176804833, + 0.9923519865939135, + 0.9947029572529067, + 0.9975568639854349, + 0.9951782326467599, + 1.0031187267852708, + 1.0051393922435368, + 0.9711219802777251, + 1.0817185838320085, + 1.0424648712408837, + 1.0182936561607598, + 0.9988131715298316, + 1.0100389974395088, + 1.0139507799801692, + 1.0198550521351346, + 0.97749433095435, + 1.0032558897416382, + 0.9932725134057337, + 1.013388153002777, + 0.992842992738858, + 0.9886564261302372, + 0.9877708685493644, + 1.002648114792108, + 0.9747606061850567, + 1.0747816119657112, + 1.02255888174825, + 0.9796743045806331, + 0.9871350747933134, + 0.9985485116873231, + 1.0182554602963436, + 1.0116426528399904, + 0.9928963782396165, + 1.0328245805209502, + 1.028752519230958, + 1.0063396812352823, + 1.0030257612563318, + 0.9538014614932016, + 0.9874092532167232, + 0.9925147054908431, + 1.0217704776560097, + 1.0429986387634673, + 1.003221409383544, + 0.9871161786807092, + 0.9731000264043922, + 1.0018596893583598, + 0.9998848837132579, + 0.9838376395078868, + 1.0132854070395554, + 1.0217847466795487, + 1.0070449497421416, + 0.9875771901975943, + 0.9687095163481707, + 0.9722544188400668, + 0.9736748724392092, + 1.002916353992525, + 1.0272314038286867, + 1.0175371205727017, + 1.0126645847614397, + 0.998955451392166, + 1.004243498099933, + 0.9961238320171252, + 0.9981311657855426, + 1.0219513419744302, + 1.0121545944257246, + 1.0020340690091334, + 0.9842453448395471, + 0.9788060413943263, + 0.9810097805258174, + 0.9891626357910038, + 0.9902166181537699, + 1.0148948382390708, + 1.028918636127175, + 0.9511980135419595, + 1.003861802009821, + 0.9884969480698704, + 1.0071337781982594, + 1.008265380409389, + 1.0101011443230787, + 1.0106821329347353, + 0.9969256666173059, + 0.9967866423549481, + 0.9931894679821107, + 0.9875817203374175, + 0.997173617790909, + 1.001723029579845, + 1.0125751464485413, + 0.9912331141505772, + 0.9829645856272501, + 0.9793767425495771, + 0.9867539831463441, + 0.9841093178180385, + 1.0103484071725306, + 1.0191860749351354, + 1.0221675875431637, + 1.0044195246237828, + 1.0008342681651312, + 1.001627138412346, + 0.9997772095897719, + 1.0081078939034254, + 1.003310560327655, + 0.9881623645836118, + 1.0047875054511681, + 0.9961421301729743, + 0.9829645856272511, + 0.9869920158115834, + 0.9937316253503987, + 0.9793377827744155, + 0.9904754389720483, + 0.9925397869122989, + 1.0079161666418393, + 1.0006599864175547, + 1.0059991425953247, + 1.0069100585561557, + 1.0100296780570686, + 1.0103236310080053, + 1.0006392870463336, + 1.0075172047508214, + 1.0007852286664525, + 0.9900807435463777, + 1.004024989821359, + 0.9835365256139716, + 0.9945808044935542, + 0.9691682679807009, + 0.96674874592973, + 0.9980415205638171, + 1.0146475059616948, + 0.9949143848564165, + 1.0029906462271676, + 1.0092866189920002, + 1.0179588242197937, + 1.0178009772928769, + 1.0002181457107617, + 1.008080645940541, + 1.0024397087121901, + 0.9933173510271756, + 0.979532808786883, + 0.9865060572780482, + 0.9977415269762818, + 0.9946445941177685, + 0.9927935684967815, + 1.0058109822326597, + 0.9600947752163551, + 0.96839132111533, + 0.9786069630651635, + 0.991429793512298, + 0.984865660959036, + 0.991272639453808, + 1.0096533608655676, + 1.0197900633557413, + 1.000689387806265, + 0.997433042533609, + 1.003492294968093, + 0.9845806330338616, + 0.9966488938063878, + 0.9940656012175009, + 0.9960501295471854, + 0.9861802001739265, + 1.0020303578560832, + 0.9900047845237433, + 1.0217532005343193, + 1.0359244307293263, + 1.0209897301141686, + 1.0061223937153252, + 0.9865088395902182, + 1.0015893626764498, + 0.9952846796435972, + 0.998505053609909, + 0.9830838889803715, + 0.9912812278008364, + 1.0013260724779938, + 0.9920474470886185, + 0.986699951491271, + 0.9924575926179362, + 0.9728376598101992, + 0.9907682549659087, + 1.025076872660426, + 1.0411907333948913, + 1.018295470960672, + 0.9565632778298347, + 0.9500274157105609, + 0.9755944720993126, + 0.9941828603605654, + 1.0084492238238705, + 1.012173917495229, + 0.9873637546749423, + 0.9915215887443988, + 0.9895629283115104, + 1.000389392831378, + 1.0002897764695722, + 1.009216837413109, + 1.0207204122961515, + 1.0300273492943937, + 1.0009253171711008, + 0.9578388667517177, + 0.9464920214014784, + 0.9560486423104471, + 0.9960505224694267, + 1.001839403738359, + 1.0292507570404104, + 1.032844527725739, + 0.9670637057290374, + 0.9795327684867063, + 0.990873804709991, + 1.0050346356911726, + 1.0066384733685902, + 0.9953856475823458, + 0.9956398623489264, + 1.0001306439998972, + 1.004180675810961, + 1.0045488952963422, + 1.0031559055765875, + 0.9998417518500189, + 1.006215000354876, + 1.0258626825494845, + 1.042692556346792, + 0.9864205332461236, + 0.9760435492162586, + 0.9843487751495544, + 0.9645133054191944, + 0.9864637647341462, + 0.9965084374804701, + 1.000034736592101, + 0.9997322633620359, + 0.9981023381080815, + 1.0063573537400703, + 1.009704938325987, + 1.0267732677147232, + 1.029166926292455, + 0.9999357967957346, + 0.9919070208357084, + 0.9723136941246707, + 1.0773934238154859 + ] + ] + }, + "width": 512, + "in_features": 256, + "out_features": 10, + "depth": 4, + "padding": 512, + "parameters": 662026, + "cert_evals": { + "36": 0.892818808555603, + "72": 0.8767416477203369, + "108": 0.8499463796615601, + "255": 0.7095390558242798 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/semeion/fold_1/result.json b/UCI_N4/aol/runs/semeion/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0bf637fccb0f3160bbee906b45dd1bab56c67f95 --- /dev/null +++ b/UCI_N4/aol/runs/semeion/fold_1/result.json @@ -0,0 +1,542 @@ +{ + "best_epoch": 26, + "best_val_acc": 0.9375, + "test_acc": 0.9067882472137792, + "train_size": 398, + "val_size": 208, + "test_size": 987, + "stats": { + "mean": [ + [ + -0.025444005025125734, + 0.012452298994974662, + -0.01753376130653282, + -0.010535125628140796, + -0.027963286432161016, + -0.04474275879396973, + -0.001844291457286734, + -0.03242843216080438, + -0.04103420100502541, + -0.04103420100502534, + -0.07008529648241217, + -0.0339002412060303, + 0.004486437185929683, + 0.034529477386934605, + 0.05066186934673367, + 0.03759841206030118, + -0.016225437185929562, + -0.007291756281406924, + -0.021709919597990002, + -0.07642158040201036, + -0.018874525125628004, + 0.024846484924623234, + 0.006883537688442274, + 0.018380477386934792, + -0.06017425879397, + -0.10329628140703531, + -0.07275537688442205, + -0.08172246231155769, + -0.03756016080402036, + 0.024674180904522443, + 0.09202141206030141, + 0.07625499246231132, + 0.008998351758794185, + -0.025569716080401903, + -0.031083557788944435, + -0.013027306532663414, + 0.06831865326633176, + 0.011230351758794001, + 0.008583005025125642, + -0.02492873869346735, + -0.048525276381909295, + -0.07442176633165802, + -0.0577207035175878, + -0.037725047738693514, + -0.011412814070351763, + 0.030323379396984762, + 0.0794642814070353, + 0.0803478919597987, + -0.030803266331658172, + -0.04180551758793927, + 0.0072861457286432126, + 0.02951733165829129, + -0.0357700402010056, + -0.026724758793969693, + -0.03369344221105539, + -0.04033939698492487, + -0.061404133165829336, + -0.08515770351758864, + -0.07468530150753767, + -0.04247025125628165, + 0.009911819095477373, + -0.010079500000000168, + 0.09049717336683409, + 0.07485990954773888, + -0.012162479899497832, + 0.008583005025125627, + 0.03651040201005023, + 0.05084868341708568, + -0.03440337688442217, + -0.07894947236180942, + -0.0551369346733669, + -0.024766954773869324, + -0.0785643743718595, + -0.039971326633166, + -0.05980386180904579, + -0.004987391959798957, + 0.02596786432160804, + 0.0004355778894470852, + 0.04031095979899518, + 0.058227160804019816, + 0.015439334170854316, + 0.031283635678391784, + -0.0074858241206030764, + -0.025019600502512448, + -0.07371595477387047, + -0.04183514572864274, + -0.04984044221105505, + 0.004494080402009928, + 0.012374522613065268, + -0.01675520100502508, + -0.012701067839196296, + -0.023795125628140783, + -0.006465022613065289, + -0.028311256281406898, + 0.03132067839195961, + 0.057442422110552685, + -0.004038336683417221, + -0.0021707914572866695, + -0.03494526884422048, + -0.11471745728643258, + -0.08534165326633134, + -0.0046484924623118595, + 0.01981357788944731, + 0.012034547738693521, + 0.004354311557789168, + -0.0020305150753769405, + -0.011102356783919673, + -0.007485824120603068, + -0.00648208040201015, + 0.0033105125628139992, + 0.04936957286432154, + -0.0015483718592965048, + -0.029718994974874256, + -0.037793592964824124, + -0.08143026130653215, + -0.10412455276381975, + -0.05401591959799001, + -0.004798241206030193, + 0.001790125628140894, + 0.017090580402010242, + 0.004349567839195903, + 0.0464185025125627, + 0.028880633165829263, + -0.004844258793969922, + 0.029169467336683533, + 0.061084185929648475, + 0.03596850251256268, + 0.020087929648241395, + -0.039252185929648235, + -0.02888744723618094, + -0.07632192462311543, + -0.05998593467336719, + -0.012630180904522599, + -0.019015974874371653, + -0.00593697487437267, + -0.00457129648241148, + 0.07415152512562821, + 0.03869630402010022, + 0.02728184170854277, + -0.021357155778894528, + -0.0007776005025125215, + 0.019922994974874386, + 0.016423954773869348, + -0.014452487437185874, + -0.004894432160803889, + -0.01870493969849258, + -0.04199864321608045, + -0.014851090452261283, + 0.07316085929648249, + 0.08536457788944737, + 0.11267560804020099, + 0.06288003015075369, + 0.07644785427135675, + 0.03509371105527622, + 0.048207286432160684, + 0.001776924623115508, + 0.032457595477386816, + 0.07158755527638183, + -0.016237195979899414, + -0.0336133668341709, + -0.04314636683417066, + -0.05578319597989929, + -0.10459047236180906, + 0.003194804020100766, + 0.0685779899497486, + 0.02317846733668342, + 0.021932281407035317, + 0.02614409547738687, + -0.003889462311557614, + 0.020540575376884435, + -0.044554623115577605, + -0.04203865326633149, + 0.06187867336683395, + 0.04752313819095463, + -0.04686316834170835, + -0.04679553266331694, + -0.024493984924623322, + -0.01852485427135685, + -0.016720412060301434, + 0.01604057788944729, + 0.009299409547738608, + 0.0033862311557789544, + 0.02953875879397003, + 0.023905276381909438, + 0.03440919597989908, + 0.017458256281406695, + -0.018785663316582903, + -0.008077185929648255, + 0.04812320351758792, + 0.05475012562814082, + -0.0357499145728643, + -0.03103446231155784, + 0.021505778894472378, + -0.015889653266331783, + 0.013454844221105499, + 0.0017875879396984156, + 0.012179376884421975, + -0.01678287185929663, + -0.00589275879396984, + -0.004469753768844167, + 0.0018416281407035852, + 0.04801996482412023, + -0.006607417085426772, + 0.01927615075376883, + -0.013691266331658422, + 0.005638994974874419, + -0.02323134422110586, + -0.015634231155779235, + 0.02235859296482414, + 0.004349969849246065, + -0.057831856783919514, + -0.10517045226130767, + -0.01945968844221099, + 0.027845979899497508, + 0.03523984924623154, + 0.058234824120602026, + 0.04097556532663358, + 0.04702545728643234, + -0.026715706030150742, + -0.056987793969849404, + 0.0030878542713568703, + -0.055905929648241134, + -0.016319035175879428, + 0.01113210301507554, + 0.05284130653266339, + 0.04167066834170896, + 0.004379306532663385, + -0.027141316582914445, + -0.03505809045226166, + -0.06500647236180847, + -0.07488839698492449, + -0.06392821608040328, + -0.030181115577889023, + -0.01196931155778885, + -0.09264249999999949, + -0.07980767587939623, + -0.06318036432160816, + -0.013091394472361883, + 0.02329241457286456, + -0.01008997989949755, + -0.009979238693467495, + 0.0307693567839191, + 0.07542535175879414, + 0.03283405025125624, + 0.015896482412060334, + -0.06264278894472358, + -0.04979732663316539, + -0.032352462311557695, + -0.031164914572864088, + -0.002164130653266925, + -0.015071595477387092, + -0.028697351758794065, + 0.013561917085426976, + 0.03722015075376866, + 0.006671256281406974, + 0.009651467336683284 + ] + ], + "std": [ + [ + 0.9636741758313841, + 1.0114901264074088, + 0.9882775735799015, + 0.9950592288041458, + 0.9923805318375012, + 0.9954931130085297, + 0.9998185415922022, + 1.004999458131321, + 1.010779654446278, + 1.010779654446278, + 1.0185416165064392, + 1.0063375239233516, + 0.9991983947714009, + 0.9997603743675092, + 1.0095253737082777, + 1.0193698237551072, + 0.9821944196534186, + 0.9946303679905539, + 0.9894242823280908, + 0.9705707946712009, + 0.9949783327748166, + 1.0043140064479021, + 1.0005809927926241, + 1.0027574917083555, + 0.9904879432435517, + 0.9807642982944419, + 0.9886574068821276, + 0.9859635090427469, + 0.993309351687357, + 1.0031187267852708, + 1.016593255470364, + 1.0442887804592182, + 1.0083038126963626, + 0.9848656609590366, + 0.9855933554664763, + 0.9945670911869946, + 1.021074800634514, + 1.0040491737335164, + 1.003221409383544, + 0.9867264401919432, + 0.9744951602926358, + 0.9578713331810542, + 0.9708937667896353, + 0.982985543001351, + 0.9959503979748483, + 1.0070454733225949, + 1.016290393566305, + 1.0456745349293197, + 0.9697098121066737, + 0.9774943309543503, + 1.002916353992525, + 1.0129710134068142, + 0.9818517087835826, + 0.9848326582689778, + 0.9778679221613454, + 0.968463827587338, + 0.9562287284130288, + 0.9385814756983131, + 0.9535361456044965, + 0.9789868837316601, + 1.0036524516031298, + 0.996437230762304, + 1.025505334499929, + 1.0500603213568676, + 0.9906100846596538, + 1.003221409383544, + 1.012180944973295, + 1.0196387340397408, + 0.9825025594694498, + 0.954339750008454, + 0.9648376067685865, + 0.9839085531249888, + 0.952009038761473, + 0.9795794492787074, + 0.9716080021777768, + 0.9976717208316266, + 1.0091951026702335, + 0.9998457759635255, + 1.0167764080390456, + 1.0501441178091095, + 1.0098311230543442, + 1.0108582982234158, + 0.9971736177909091, + 0.9900282216050488, + 0.9676953459071826, + 0.9809946576246661, + 0.9776591097799061, + 1.0015254267851037, + 1.0037560308732274, + 0.9939516521695569, + 0.9956124335469829, + 0.9901857170585183, + 0.9967866165949004, + 0.9835484169272641, + 1.018300563902619, + 1.0581476797822778, + 0.9972534687047357, + 0.9990036074983834, + 0.9884969480698704, + 0.9585590451776096, + 0.9727715498408732, + 0.9986198721072891, + 1.0039545778843277, + 1.0019737557338864, + 1.0004300707708857, + 0.9993128946907187, + 0.9970527336984197, + 0.9971736177909094, + 0.996738394700752, + 1.0017488836874449, + 1.032459139242276, + 0.9980880058113938, + 0.9827755352139497, + 0.986753983146344, + 0.9694084590768833, + 0.954374856491467, + 0.9794063309627129, + 0.9981812449768528, + 1.0000844130171747, + 1.0024414937297792, + 1.000289920583818, + 1.0066579629145789, + 1.006045023392842, + 0.9980537361415068, + 1.0118648303811897, + 1.0321212562513462, + 1.0214564915487925, + 1.0199705326922406, + 0.9818228908495026, + 0.9937316253503986, + 0.975676694136014, + 0.9791967139583257, + 0.995853785405071, + 0.9944140275090272, + 0.998324720722163, + 0.9988796207201501, + 1.0076775206024515, + 1.0051477965419011, + 1.003942697943822, + 0.9947376367611466, + 0.9995186129589284, + 1.0045214386643773, + 1.0053188986302066, + 0.9873973753633679, + 0.9979198179428485, + 0.9957288015852994, + 0.9844024166044868, + 0.9926040090239354, + 1.0288602149576338, + 1.0327381635127548, + 1.0376323561660248, + 1.0191860749351351, + 1.019248439489373, + 1.0114615654187875, + 1.0148089052316012, + 1.0002181457107615, + 1.0051758820658891, + 1.007308437371659, + 0.9958774515386598, + 0.9748378659951137, + 0.9845361751656108, + 0.9871701294240001, + 0.9569477899284584, + 1.0012684139824397, + 1.033059928368479, + 1.0117771863985163, + 1.0115884288301853, + 1.0135614014099843, + 0.9976100259611177, + 1.010965511332625, + 0.9761143046477329, + 0.9803433318407708, + 1.0153886119387059, + 1.0056269030060545, + 0.9892055337201077, + 0.969426249412664, + 0.9918445350591615, + 0.9966488938063878, + 0.9940656012175014, + 1.0080956439499935, + 1.0056005212297308, + 1.0020303578560827, + 1.019908165966182, + 1.0172691233582607, + 1.0236709394617247, + 1.0122768805463278, + 0.9879530979067631, + 0.9955177997515855, + 1.0145032156568023, + 1.0113052100223867, + 0.9900950783072645, + 0.9789878020749606, + 1.0061210323379788, + 0.9976371796061079, + 1.0030525515532585, + 1.0005432856827527, + 1.0071552470675884, + 0.9872213285090347, + 0.9953725735493347, + 0.996186609496757, + 1.00089379219493, + 1.0287570615182273, + 0.9964079316152177, + 1.0069062426818565, + 0.9963817032039104, + 1.0008280481425031, + 0.9920979056678535, + 0.9872669976493121, + 1.0092168374131085, + 1.0003352873084816, + 0.9895629283115106, + 0.9695148264401307, + 0.9928241899429654, + 1.011466978521356, + 1.015897314997225, + 1.0238688838054302, + 1.0150342744039813, + 1.0149508574937365, + 0.9925404112632117, + 0.9872466320901033, + 1.0000513594585967, + 0.9865335518102039, + 0.9916934654171699, + 1.0111500201640033, + 1.0290091218292727, + 1.0080282510552814, + 0.9998062630573106, + 1.0027987951392292, + 1.0058448354473761, + 1.0127865866340113, + 1.0179715342017457, + 1.013555459538838, + 1.0063545738992565, + 1.0013980777392146, + 1.0039675000000043, + 0.9940267908926063, + 0.9867813019457877, + 0.9943765006272788, + 1.015526891626581, + 0.9864205332461236, + 0.9867876895945505, + 1.0266969428458936, + 1.042059643812452, + 1.0120358570624033, + 1.0028235097925473, + 0.9905175353506179, + 0.9946414253907617, + 0.9951193904567321, + 0.994780772003151, + 0.9990168722978009, + 0.9919731463227914, + 0.9791890939000777, + 1.0112363498675152, + 1.0384478663637378, + 1.0089325105827842, + 1.0217975650986395 + ] + ] + }, + "width": 512, + "in_features": 256, + "out_features": 10, + "depth": 4, + "padding": 512, + "parameters": 662026, + "cert_evals": { + "36": 0.8753799796104431, + "72": 0.850050687789917, + "108": 0.8095238208770752, + "255": 0.6261398196220398 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/semeion/fold_2/result.json b/UCI_N4/aol/runs/semeion/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5b41d5a6b96530ef7fe1f17444349c9f3170201f --- /dev/null +++ b/UCI_N4/aol/runs/semeion/fold_2/result.json @@ -0,0 +1,542 @@ +{ + "best_epoch": 72, + "best_val_acc": 0.9043824701195219, + "test_acc": 0.902542372881356, + "train_size": 398, + "val_size": 251, + "test_size": 944, + "stats": { + "mean": [ + [ + 0.025853251256281188, + 0.026377419597989695, + 0.006303957286432041, + -0.016009429648241216, + 0.013426341708542615, + 0.000583298994974769, + -0.011917678391959662, + -0.037533175879397224, + -0.020098884422110854, + 0.0008364321608037243, + 0.019239580402010244, + -0.008214989949749375, + -0.025825954773869612, + -0.0006419698492463064, + 0.009508140703517508, + -0.019673170854271324, + -0.008902964824120629, + 0.029295625628140858, + 0.03910123115577878, + 0.04551176381909547, + 0.022450278894472483, + -0.041741050251256066, + -0.028593851758793917, + -0.037733369346733686, + 0.010677314070351713, + 0.008148201005025205, + 0.008145326633165782, + 0.009415472361809119, + 0.0284809497487437, + 0.009431022613065136, + -0.03688329899497498, + -0.04282043467336695, + -0.025931434673366276, + 0.0032492160804019695, + -0.014650914572864066, + -0.034562944723617914, + 0.004439065326633279, + 0.022032201005025183, + -0.04040087437185899, + -0.02492873869346697, + 0.012970140703517999, + 0.010264954773869574, + -0.013438090452261338, + -0.04317389949748748, + -0.011412814070351772, + 0.05626816582914544, + -0.03446686432160752, + -0.03817115326633142, + -0.01699248241206059, + 0.00882481909547732, + -0.04225107537688392, + -0.020397143216080688, + -0.035770040201005424, + -0.03813472361809031, + -0.05145492713567884, + -0.03408486180904533, + 0.016902085427135845, + 0.03483842713567786, + -0.03427305276381909, + -0.03140666331658277, + -0.011773889447236174, + 0.047884999999999796, + -0.0048442587939699355, + -0.04316322110552765, + -0.024642746231156448, + -0.002302301507537566, + -0.006238201005025181, + -0.0363831557788939, + -0.028835427135678583, + -0.04495072864321667, + 0.020803904522613076, + -0.007038153266331668, + 0.06495377889447201, + 0.026844070351758658, + -0.026958037688442293, + -0.02663757286432158, + 0.020592271356783716, + 0.027218869346733378, + 0.023798552763819147, + -0.016768904522613152, + -0.020810841708543488, + 0.004460130653266039, + 0.013682477386934629, + -0.025019600502512482, + -0.019792587939698632, + 0.02358873366834184, + -0.011806276381909597, + 0.020794437185929524, + 0.028271816582914534, + -0.006166407035175833, + -0.044291896984924944, + 0.024660060301507664, + 0.032016668341708576, + 0.04052279396984933, + 0.0490172487437184, + -0.016359286432160735, + -0.056750273869347244, + -0.007435929648241428, + 0.0017769246231154824, + 0.021414361809045206, + 0.04469314572864335, + 0.052019472361808976, + 0.0043632462311552775, + 0.03251259798994986, + 0.01964791959799002, + -0.022454183417085893, + -0.10391374874371867, + 0.008390402010050075, + 0.03760563819095469, + 0.11590360552763804, + 0.0493695728643219, + 0.04893633165829245, + -0.06410897487437181, + -0.006136658291457329, + -0.033884165829145316, + -0.002246648241206082, + -0.01682175376884426, + 0.00046256281407027904, + 0.022378718592965034, + -0.018578834170853733, + -0.06667939698492395, + -0.06575905527638143, + -0.043371045226129806, + 0.01104597989949733, + 0.06203475376884437, + 0.037953512562814026, + -0.005590462311557684, + 0.03451213065326728, + -0.022839005025125664, + -0.003315185929648206, + -0.024253055276382062, + -0.0389598241206035, + -0.03882960301507507, + -0.03981433668341692, + -0.031687527638191625, + -0.05046211557788869, + -0.0578318567839198, + -0.03762569346733697, + -0.0389613567839193, + 0.01979657286432155, + 0.019776218592964884, + 0.01474091708542714, + -0.042159695979899554, + -0.014452487437185876, + -0.0048944321608039645, + -0.013580208542713676, + -0.05791733668341716, + -0.009305037688442106, + 0.029235170854271467, + 0.025075567839196122, + 0.015302437185929314, + -0.022135206030150862, + 0.013569241206029991, + 0.02443211809045206, + 0.04290105527638174, + 0.09095939447236231, + 0.1091005477386932, + 0.020843309045226067, + -0.0007868643216079208, + -0.03978372110552767, + -0.0220056030150753, + -0.030192002512562766, + -0.04608865829145755, + 0.042463467336683505, + 0.051527896984924354, + 0.0915860050251251, + 0.01618239195979925, + -0.008218854271356756, + -0.020952391959798814, + 0.014776788944723587, + 0.034092487437186, + 0.04560211055276428, + 0.08278233165829134, + 0.10847255527638236, + 0.024846484924623196, + -0.052689055276382346, + 0.0017780376884420149, + -0.013441829145728687, + 0.020275924623115744, + 0.06161076884422113, + 0.08692009045226239, + 0.04008957286432224, + -0.0012120703517585535, + -0.007551306532663401, + -0.04616232160804049, + -0.013706580402010225, + -0.024673851758793934, + 0.08783185929648209, + 0.07460693467336664, + 0.0960876532663306, + 0.02119716834170848, + -0.03701101507537695, + -0.010059045226130629, + -0.010829610552763923, + -0.012481236180904494, + 0.04081522613065362, + 0.029924482412060183, + 0.008092273869346436, + -0.04316322110552756, + -0.03630996733668343, + -0.08232102512562797, + -0.04733090954773897, + 0.004588884422110799, + 0.08388306532663306, + 0.0430607738693465, + 0.04666894472361813, + -0.01270106783919614, + -0.047514080402010335, + -0.010565728643216074, + -0.026136346733668523, + -0.03245043718592946, + 0.023696067839195353, + 0.01770060301507536, + 0.044308140703517615, + -0.003787788944723613, + 0.014174522613065448, + -0.05093826633165829, + 0.02573226130653278, + 0.030287150753768848, + 0.0401397286432159, + 0.053680743718593056, + 0.02102522613065334, + -0.010747371859296528, + 0.05464842964824082, + -0.017136783919598057, + -0.045805907035175675, + -0.05090381909547731, + -0.0068819798994974556, + -0.03505809045226187, + -0.02371979899497456, + 0.00344182914572863, + 0.0033947336683414304, + 0.0007934170854273202, + -0.0018110753768842327, + 0.0032136934673366708, + 0.01568474874371846, + 0.01327067839195978, + 0.019348781407035248, + 0.004921175879397266, + 0.031125522613065133, + 0.04711545226130587, + 0.010442155778894433, + -0.024673851758794076, + -0.015774271356783803, + -0.06616341708542701, + -0.0980368467336672, + 0.0005838040201006485, + 0.008146753768844201, + 0.004349567839195794, + 0.003092396984924539, + -0.015071595477387165, + 0.007967140703517566, + -0.01298472613065332, + 0.0446150326633164, + 0.023923638190954576, + 0.0477404321608047 + ] + ], + "std": [ + [ + 1.034353343932803, + 1.024348567936632, + 1.0036818973846862, + 0.9926016744364617, + 1.0028981060461741, + 0.9997262707845033, + 1.0004780191128255, + 1.0057381568404924, + 1.0053448775578797, + 0.9994421248178098, + 0.9935827482337024, + 1.0014086229280772, + 1.0021061616018854, + 0.9996719899466749, + 1.0017361970021768, + 0.988660808590669, + 0.9901596478521693, + 1.0192247642124055, + 1.0167388988236599, + 1.0138944681676312, + 1.0047989281967311, + 0.9904645459818706, + 0.9954463096472054, + 0.9922833494657366, + 1.000931207563311, + 1.000707942136333, + 1.0005842378657308, + 1.0008281188231554, + 1.003557986182927, + 1.0010705577402124, + 0.9904311917270927, + 0.9711219802777267, + 0.9739587043622917, + 1.0015066140578677, + 0.9931898260069552, + 0.9856672449691517, + 1.0012331552789873, + 1.0081082975427937, + 0.9818673205301623, + 0.9867264401919426, + 1.0059158746745933, + 1.0048856527038488, + 0.9933559670825766, + 0.9804299925042913, + 0.9959503979748487, + 1.0125781824597548, + 0.9904165488252873, + 0.9747606061850563, + 0.9833821256471468, + 1.0040856115046517, + 0.9796743045806305, + 0.9898888553822821, + 0.9818517087835823, + 0.9782007130770088, + 0.9656942565779187, + 0.9734797731342064, + 1.010665700345605, + 1.021589297626431, + 0.9794856875095689, + 0.9845971696829052, + 0.9948281863198752, + 1.0136085631297738, + 0.9980537361415062, + 0.9668195470806507, + 0.9810513427219819, + 0.9987231668355041, + 0.997403787663875, + 0.9835516799557577, + 0.9853855373152387, + 0.9749106414617704, + 1.0117447309449026, + 0.9952897165079869, + 1.032947917542788, + 1.0120811271463608, + 0.9875771901975944, + 0.9885862353477245, + 1.0072891612096109, + 1.0093428281641061, + 1.0100051475667393, + 0.9840366571448279, + 0.9854634000263881, + 1.00134698674654, + 1.0041146501612022, + 0.9900282216050488, + 0.9917355999661862, + 1.0093104531776096, + 0.9947373509131133, + 1.0080042462360728, + 1.0087372732373883, + 0.9976110730657628, + 0.9846934585447732, + 1.0088475388403126, + 1.0133097733764065, + 1.0209739586680646, + 1.0282470508532253, + 0.9817846585536307, + 0.9633992156471255, + 0.9973233600463974, + 1.000218145710761, + 1.0057309799061696, + 1.010623899141674, + 1.0101011443230787, + 1.0006599864175545, + 1.0055249208224792, + 1.0028819022633104, + 0.9953395717809288, + 0.9698021524023763, + 1.0024258063274285, + 1.0158129918211263, + 1.063456671941438, + 1.0324591392422755, + 1.04774222887087, + 0.9616904393179179, + 0.997695806697438, + 0.9880152027656462, + 0.9988433850344972, + 0.9937292230975006, + 0.9998296099021827, + 1.0044195246237817, + 0.9963489105119412, + 0.9879651241571221, + 0.9859903114183225, + 0.9884715320146122, + 1.003310560327655, + 1.0244185872318146, + 1.0203911139057007, + 0.9961421301729745, + 1.034050235933694, + 0.989521079569911, + 0.9990477366494994, + 0.992755500716447, + 0.9868421928940853, + 0.9873393959627118, + 0.9881958106921132, + 0.9919947175362285, + 0.9895831364382834, + 0.9895629283115108, + 0.9929032652937821, + 0.9922751284451915, + 1.003847339906563, + 1.0037363434884359, + 1.0033043471411776, + 0.9838300352467959, + 0.9873973753633691, + 0.9979198179428482, + 0.9968491311161947, + 0.9780752949201328, + 0.9952808518444423, + 1.0120796997058796, + 1.0102563563170064, + 1.0056657842293373, + 0.9917811647092868, + 1.003612286469916, + 1.0080281022283166, + 1.0132678758599065, + 1.0226525060210754, + 1.0139038318701246, + 1.0024397087121901, + 0.9995063040570514, + 0.9700809553445697, + 0.9922233441291306, + 0.9933207816371948, + 0.9824557032259209, + 1.0196898531365701, + 1.0252921553121754, + 1.0436509722569267, + 1.0085279865152725, + 0.9951421649917936, + 0.9882760866228761, + 1.0078553724971193, + 1.016034101650163, + 1.0182936561607592, + 1.0197900633557413, + 1.009927427136894, + 1.0043140064479028, + 0.9653870680055727, + 1.0002294165307881, + 0.9975169703830418, + 1.0060899274497221, + 1.0302542392319602, + 1.050457422656358, + 1.0263818971478929, + 0.9988293446894524, + 0.993948379991406, + 0.9646507012293754, + 0.9894725219782052, + 0.9841733127810417, + 1.039912432152242, + 1.0215994164574418, + 1.0180415302669792, + 1.004726329086974, + 0.9748378645110533, + 0.996502380675558, + 0.9983170617806623, + 0.9963911641009451, + 1.0183269819540794, + 1.017678321054885, + 1.0055414218665415, + 0.9668195470806507, + 0.9703066737368953, + 0.9404292201679834, + 0.967852473516548, + 1.0019282394069462, + 1.028101194822195, + 1.008793562942109, + 1.0081602197776465, + 0.9956124335469831, + 0.9606578789878316, + 0.9949738705848414, + 0.9953677319031761, + 0.9944335251793368, + 1.0048415968196438, + 1.0055583780485124, + 1.0180101093887308, + 0.9978522893615333, + 1.0059363426964134, + 0.9778798529166732, + 1.0083401893079658, + 1.0068711996262265, + 1.006423096229551, + 1.0046479120669225, + 1.0037804464514235, + 0.994459962409335, + 1.0536434113524862, + 0.9893818936419583, + 0.9884128417013845, + 0.9968841227714262, + 1.0005451392022922, + 1.0058448354473761, + 1.0049722474461862, + 0.9987027037023654, + 0.998829254733481, + 0.9994987832666141, + 0.9999543973377994, + 0.9993809740185148, + 1.0000438421505866, + 1.0018684789535641, + 1.007170379629404, + 1.003098792935798, + 1.0389250180520742, + 1.057188249524631, + 1.009038472352926, + 0.9841733127810427, + 0.9933150572644535, + 0.9837566845129954, + 0.9835369109711313, + 0.9997322633620358, + 1.00066670782988, + 1.0002899205838178, + 1.000633573204784, + 0.9919731463227919, + 1.0051578019898537, + 0.988327819096806, + 1.0458203733919074, + 1.032263512848999, + 1.1039230782773841 + ] + ] + }, + "width": 512, + "in_features": 256, + "out_features": 10, + "depth": 4, + "padding": 512, + "parameters": 662026, + "cert_evals": { + "36": 0.882415235042572, + "72": 0.866525411605835, + "108": 0.8442796468734741, + "255": 0.7161017060279846 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/semeion/fold_3/result.json b/UCI_N4/aol/runs/semeion/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9bed98fd45e75041fe57e7e55304783dbe4b09e5 --- /dev/null +++ b/UCI_N4/aol/runs/semeion/fold_3/result.json @@ -0,0 +1,542 @@ +{ + "best_epoch": 38, + "best_val_acc": 0.9004739336492891, + "test_acc": 0.9146341463414634, + "train_size": 398, + "val_size": 211, + "test_size": 984, + "stats": { + "mean": [ + [ + 0.017303708542713854, + 0.033339979899497045, + 0.042060535175879, + 0.0551565226130648, + 0.03412115577889427, + 0.020728213567838986, + 0.003192402010050319, + -0.017114201005025118, + -0.009631226130653392, + -0.014865055276382138, + -0.017541251256281226, + -0.08527074371859306, + -0.0611904120603017, + -0.045862402010050325, + 0.009508140703517527, + -0.013946012562814322, + 0.0643217587939701, + 0.0719809045226133, + 0.061214376884421925, + -0.018105633165829183, + -0.06536492964824103, + -0.07759587688442295, + -0.059003042713567794, + -0.012227075376884505, + -0.05005260552763839, + -0.04250838190954796, + -0.022192437185929587, + -0.0007109648241205073, + -0.04772033165829164, + 0.009431022613065164, + -0.04203948743718602, + -0.01305157788944726, + 0.07187196733668362, + 0.037831934673366825, + 0.018214371859296575, + -0.09378594974874371, + -0.10202691457286414, + -0.08058536683417125, + 0.008583005025125713, + 0.014450412060301456, + -0.02057281407035149, + 0.01591073618090474, + 0.05852115577889456, + 0.05490543216080418, + 0.025520276381909558, + 0.01994546482412024, + -0.029288175879396895, + -0.05002305778894475, + 0.09349378894472334, + -0.0024263668341707816, + -0.08628416080401952, + -0.042581354271357584, + 0.019872572864321515, + 0.07025994221105543, + 0.03735249748743718, + -0.021575791457286518, + 0.022925640703517693, + 0.052837846733668196, + 0.07541733668341698, + 0.023911276381909558, + -0.06598816080402005, + -0.03642700000000029, + -0.03662473618090472, + -0.0555867085427135, + 0.019038185929648087, + -0.01863026130653271, + -0.043643228643215105, + 0.029040723618090913, + 0.026844070351758627, + 0.04571258793969818, + 0.0616951256281406, + 0.04614825125628155, + 0.05347232663316565, + 0.11036331658291482, + 0.016836394472361783, + -0.015812482412060267, + -0.05466603015075383, + -0.0745576381909549, + -0.07527588944723587, + -0.0031332562814071646, + 0.009397638190954651, + -0.0009045703517589661, + 0.03485077889447228, + -0.0035822437185929427, + -0.009007914572864234, + 0.029040723618090455, + 0.04252824623115574, + 0.11859657788944705, + 0.0971600904522612, + 0.07854394472361814, + -0.01270106783919611, + -0.023795125628140776, + -0.028454560301507496, + -0.06846445226130653, + -0.05716217336683423, + -0.008979115577889234, + -0.015752100502512602, + 0.029420037688442, + -0.019207185929647985, + -0.08853826130653279, + -0.06453608542713567, + 0.021109673366834107, + 0.06616457286432129, + 0.0990662613065328, + 0.05533300502512552, + 0.028604987437185914, + -0.04203948743718602, + -0.007485824120603054, + -0.023014974874371978, + -0.020393296482412362, + -0.048715170854271364, + -0.023184673366834257, + 0.01613431155778907, + 0.025520276381909585, + -0.02331836683417028, + -0.0022466482412058235, + 0.025685864321608003, + 0.1214610552763827, + 0.12532168341708572, + 0.07314251758794003, + 0.034790552763818976, + 0.015824623115577738, + -0.06917521608040215, + -0.010141005025125743, + -0.0036958190954772753, + -0.0025251658291457193, + 0.006283527638191006, + 0.027300030150753923, + 0.07564008040200966, + 0.037600432160804075, + 0.022608927135678237, + 0.018861979899497297, + 0.03452877889447219, + 0.06937706281407076, + 0.04556413065326641, + 0.041319522613065394, + -0.0070690175879395654, + 0.0030793718592961195, + 0.017090580402010398, + 0.019796572864321606, + -0.016192964824120658, + -0.04226193969849271, + -0.05281126884422079, + -0.0013456030150753172, + 0.04312830150753776, + 0.05816602763819115, + 0.0110636683417086, + -0.00930503768844212, + 0.012763037688442154, + 0.03055638693467361, + 0.009892816582914443, + -0.038075562814070325, + -0.017870065326633208, + -0.012883457286432217, + 0.08004467336683378, + 0.04899117336683459, + -0.023747236180904754, + -0.04004978643216082, + -0.04713785929648249, + -0.04595407537688452, + -0.016720412060301323, + -0.03019200251256272, + -0.008860231155778723, + 0.02002423115577915, + 0.023111075376884147, + -0.0053246733668341605, + -0.041316502512562255, + -0.03685464572864361, + -0.06645353768844256, + -0.04286107537688441, + 0.0677983919597992, + 0.029169467336683533, + 0.025297271356783873, + -0.0032680427135678793, + -0.026374695979899457, + 0.0062461708542712385, + -0.024493984924623437, + 0.01705632160804017, + 0.041416688442211205, + 0.050218221105527164, + -0.0026422336683418032, + -0.008848216080402028, + -0.050413396984924405, + -0.013842623115578042, + -0.015173276381909613, + 0.0423901256281407, + 0.022431655778894367, + 0.04833989949748727, + -0.015437751256281409, + -0.03309212060301497, + 0.00566614572864313, + 0.034707618090452225, + -0.020580653266331614, + -0.04118986683417089, + -0.043604532663316625, + -0.06511693467336681, + -0.04697097487437197, + -0.047876804020100805, + -0.03695147738693452, + -0.023573881909547713, + 0.02588810050251267, + 0.059938824120602745, + 0.06057039195979934, + 0.030043969849246118, + -0.02400981909547736, + -0.061034673366834095, + -0.03376162060301523, + -0.0028822914572863433, + 0.0004090452261306595, + -0.056622663316582986, + -0.05783185678391955, + -0.04331452261306535, + -0.02476830150753774, + -0.04897743718592962, + -0.02051391959798998, + -0.013363165829145748, + 0.01934878140703507, + 0.031055560301507686, + 0.040651306532663266, + -0.016091994974874516, + -0.06268290201004995, + -0.035390954773869276, + -0.027462361809045256, + -0.05414238693467362, + 0.006189246231155719, + 0.0005052211055278901, + -0.025775125628140556, + -0.047400653266331895, + -0.06064291457286465, + -0.023719798994974565, + -0.017446231155778813, + -0.012141331658291529, + 0.026605527638191077, + 0.033742751256281414, + -0.006876432160804101, + 0.005632914572864249, + -0.042793419597989886, + -0.0293114824120604, + -0.037945047738693345, + -0.05130548241206037, + 0.014489914572864079, + 0.01721788944723632, + -0.0011210979899498779, + -0.07518444221105554, + -0.05077718592964814, + -0.017136143216080403, + -0.019568648241205994, + 0.00814675376884411, + 0.08045203015075388, + 0.06091420100502482, + 0.0017932663316581627, + -0.004254356783919557, + 0.00028859547738686056, + -0.05891331407035207, + -0.08821684422110554, + -0.015741175879397072 + ] + ], + "std": [ + [ + 1.0230913089022202, + 1.0306470847496936, + 1.0253163638989118, + 1.0218049113878709, + 1.0074783028399366, + 1.0009433160751784, + 0.9994505670417713, + 1.0026241679219097, + 1.0024524994812487, + 1.0039133733751973, + 1.0048971378545626, + 1.01417394130718, + 1.004332289549513, + 0.9977382032551653, + 1.0017361970021768, + 0.9919233144935908, + 1.0637765669702473, + 1.0455715281984932, + 1.0255977102644784, + 0.99339605984875, + 0.9817359315428323, + 0.981056113878387, + 0.990012610165878, + 0.9974493811385823, + 0.9922963473581801, + 0.9932437097599804, + 0.9968980779182007, + 0.9995978440878907, + 0.9913328217211481, + 1.0010705577402124, + 0.9890209230468918, + 0.9912627019033904, + 1.0644590940044412, + 1.020043651023701, + 1.0074072543879427, + 0.958275404222389, + 0.9578388667517177, + 0.9639856165919881, + 1.003221409383544, + 1.0068397052494056, + 0.9893750244557449, + 1.0076889515382415, + 1.0247383219890505, + 1.0210165378194092, + 1.0075247387147834, + 1.0046362701743567, + 0.9918912192932127, + 0.9665843967074859, + 1.0802469947354034, + 0.998459552401291, + 0.9563901007544556, + 0.978638687720611, + 1.0089127439007188, + 1.0344283171064497, + 1.0220358948079418, + 0.9833155750584129, + 1.0144818792490966, + 1.0322631831022364, + 1.038787160693079, + 1.0103666845998722, + 0.9702991548533046, + 0.987409253216723, + 0.9866887156715956, + 0.9567900274378338, + 1.0134406606180522, + 0.991713556652289, + 0.9827676281149432, + 1.0114433247015615, + 1.012081127146361, + 1.0222420868044244, + 1.0338152076697806, + 1.0268430413524583, + 1.0274456473203384, + 1.0453074953992492, + 1.0068106834774446, + 0.99319836196822, + 0.9771166106782407, + 0.9688298069003922, + 0.9624528562451854, + 0.9968022599327558, + 1.005901557554794, + 0.9993474698627087, + 1.010564715068287, + 0.9983486611130268, + 0.9961238320171254, + 1.0114433247015613, + 1.0161717897956295, + 1.0406869709539412, + 1.0272052350520744, + 1.0224767767382823, + 0.9956124335469829, + 0.9901857170585184, + 0.9865469521402179, + 0.9587645381482431, + 0.9621648427676825, + 0.9899337643062542, + 0.9900729293902669, + 1.0084492238238705, + 0.9937034359335825, + 0.9692951161627006, + 0.9800863496307292, + 1.0042513937180102, + 1.0123603111480772, + 1.0141287908757117, + 1.007677408079292, + 1.0044650992699184, + 0.9890209230468918, + 0.9971736177909093, + 0.9889840573493727, + 0.9866310104770853, + 0.9637832135197844, + 0.9752349399210322, + 1.0083818727667295, + 1.0075247387147834, + 0.991793153918188, + 0.9988433850344973, + 1.0081706851369636, + 1.029626843869407, + 1.0196031669552301, + 1.0093980022007503, + 1.0039886223095509, + 1.0023095280591323, + 0.9808300777029364, + 0.9962389763825825, + 0.9980717278603489, + 0.9982433289914361, + 1.0036155922773329, + 1.0270598343773214, + 1.0290248534923514, + 1.0061441876968409, + 1.0055764584644775, + 1.0053031805865968, + 1.0092866189920002, + 1.0156784749241112, + 1.0088960099879092, + 1.0059991425953296, + 0.9986354940573221, + 1.0001773791355475, + 1.00244149372978, + 1.003847339906564, + 0.996065302775612, + 0.9880253584212956, + 0.9794959611542164, + 0.998556228240707, + 1.0140940621454713, + 1.0096760877814985, + 1.0033829165288874, + 0.9952808518444423, + 1.0052200897485457, + 1.012469146588948, + 1.0035830400494066, + 0.9857420630547223, + 0.9942119752062554, + 0.9950185461635798, + 1.0234288024686335, + 1.0131354799141175, + 0.9949817856959143, + 0.9931492960370479, + 0.9878551084342865, + 0.9652611606828942, + 0.9940656012175009, + 0.9933207816371951, + 0.9965622500501108, + 1.0093915715884572, + 1.0115749892045551, + 0.9968115171925963, + 0.9755344519015101, + 0.9786069630651631, + 0.961464080587249, + 0.9743356627980871, + 1.030835086571909, + 1.0118648303811906, + 1.006595799733842, + 0.9991930482950553, + 0.9940736745513704, + 1.003492294968093, + 0.9918445350591615, + 1.0021683881445074, + 1.0122899955900566, + 1.0249494745406926, + 0.9979849217942023, + 0.9934793024312332, + 0.9621029758682157, + 0.9890982158771477, + 0.9885456854845168, + 1.0294779143109518, + 1.0130593563263568, + 1.0229554890663815, + 0.9943926914757206, + 0.9911313414795533, + 1.0010785245110474, + 1.021221319921214, + 0.9930525323845899, + 0.9938444307912636, + 0.9874394122474933, + 0.965635318129075, + 0.9689109282338, + 0.9629284258029364, + 0.9717359308698656, + 0.9808646394091696, + 1.0162302100520217, + 1.0355012766301623, + 1.0272568498553079, + 1.0107564289840438, + 0.9937602047041728, + 0.9851594467890736, + 0.9884587080836413, + 0.9974266932665549, + 0.999864541688887, + 0.9894363675325561, + 0.9895629283115106, + 0.988727903086388, + 0.990877905737688, + 0.9766932163927938, + 0.9895469407930455, + 0.9935726213392223, + 1.007170379629405, + 1.0100389974395079, + 1.009109049155308, + 0.9965204677792965, + 0.9901869920407446, + 0.99174574443383, + 0.9860427444032561, + 0.9400600968558963, + 1.0033074400595374, + 0.9997993113498106, + 0.9985929054949167, + 1.0046389351594731, + 1.0095474638492092, + 1.0049722474461862, + 1.0044746555071224, + 1.0026481147921085, + 0.9930117198494639, + 0.9940678856560923, + 1.0002974171033587, + 0.9998417518500186, + 0.9914036227508137, + 0.9875178868961761, + 0.9721338649787347, + 0.9291330950891362, + 1.017948146105332, + 1.0150039988798456, + 0.9989984568183743, + 0.9666297205670561, + 0.9878791191600703, + 0.9975774564005543, + 0.9980042921168951, + 1.0006667078298794, + 1.0077886909582168, + 1.016455335207286, + 1.0005853010665489, + 0.9967266234061737, + 0.9999357967957346, + 0.9320191861094074, + 0.8633520103519924, + 0.9623275771498844 + ] + ] + }, + "width": 512, + "in_features": 256, + "out_features": 10, + "depth": 4, + "padding": 512, + "parameters": 662026, + "cert_evals": { + "36": 0.8902438879013062, + "72": 0.8638210892677307, + "108": 0.832317054271698, + "255": 0.6869918704032898 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/soybean/fold_0/result.json b/UCI_N4/aol/runs/soybean/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a25dda2405f91b7718ac21d2b8735d11905436d6 --- /dev/null +++ b/UCI_N4/aol/runs/soybean/fold_0/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 38, + "best_val_acc": 0.8135593220338984, + "test_acc": 0.7701612903225806, + "train_size": 376, + "val_size": 59, + "test_size": 248, + "stats": { + "mean": [ + [ + 5.255843042108454e-17, + -1.8094273124741912e-15, + -2.362176648138631e-18, + 8.940838613204717e-16, + -4.621008067921197e-16, + -1.366519190948198e-15, + 1.8507654038166175e-15, + 5.651507630671674e-16, + 1.4615968010357778e-15, + -4.64167711359241e-16, + 2.523985748536127e-15, + -3.363149002787376e-16, + 8.314861801447981e-16, + -8.031400603671346e-17, + -1.599562680891125e-15, + 6.971373832819134e-16, + 1.972417501195757e-15, + -9.955098211499242e-16, + -1.1840410448794887e-15, + -3.451730627092574e-16, + -1.2253791362219147e-15, + -6.85031227960203e-16, + -9.162292673967715e-16, + 7.411329233534954e-17, + -1.801159694205706e-17, + -7.119009873327799e-16, + -3.6805664898810043e-16, + -2.8346119777663573e-16, + -1.1114041129492258e-15, + -2.701739541308559e-16, + -6.746967051245964e-16, + 4.340499590954734e-17, + 1.5197654009961918e-15, + 5.7947145899650795e-16, + 8.208563852281742e-16 + ] + ], + "std": [ + [ + 0.9927642409431464, + 0.9787917699554936, + 0.9857406910506461, + 0.9841528529994341, + 0.973949637619625, + 0.9888979702224631, + 0.9894238955664117, + 0.9818135979404571, + 0.9812725198980998, + 0.9866993450965212, + 0.977811553908224, + 0.9685775006733509, + 0.9885494004209142, + 0.9877929165205122, + 0.9849820534726104, + 0.9696513186147865, + 0.9636787239536263, + 0.9714056969361312, + 0.9790342571909385, + 0.9594712670605601, + 0.9914762416613162, + 0.9894071736370291, + 0.9717998736463911, + 0.979506353986051, + 0.9100788369549304, + 0.9740807482046461, + 0.9403062306776938, + 0.9856078858868509, + 0.9913083989488309, + 0.9728185205882999, + 0.9658866068802527, + 0.9658866068802542, + 0.9641624577988217, + 0.9579105146532193, + 0.9764373811067356 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 18, + "depth": 4, + "padding": 70, + "parameters": 13738, + "cert_evals": { + "36": 0.7016128897666931, + "72": 0.6572580337524414, + "108": 0.5846773982048035, + "255": 0.27419352531433105 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/soybean/fold_1/result.json b/UCI_N4/aol/runs/soybean/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9b3415a801058844fcc2893634782d8c76c1511f --- /dev/null +++ b/UCI_N4/aol/runs/soybean/fold_1/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.803921568627451, + "test_acc": 0.74609375, + "train_size": 376, + "val_size": 51, + "test_size": 256, + "stats": { + "mean": [ + [ + 5.255843042108454e-17, + -1.8094273124741912e-15, + -2.362176648138631e-18, + 8.940838613204717e-16, + -4.621008067921197e-16, + -1.366519190948198e-15, + 1.8507654038166175e-15, + 5.651507630671674e-16, + 1.4615968010357778e-15, + -4.64167711359241e-16, + 2.523985748536127e-15, + -3.363149002787376e-16, + 8.314861801447981e-16, + -8.031400603671346e-17, + -1.599562680891125e-15, + 6.971373832819134e-16, + 1.972417501195757e-15, + -9.955098211499242e-16, + -1.1840410448794887e-15, + -3.451730627092574e-16, + -1.2253791362219147e-15, + -6.85031227960203e-16, + -9.162292673967715e-16, + 7.411329233534954e-17, + -1.801159694205706e-17, + -7.119009873327799e-16, + -3.6805664898810043e-16, + -2.8346119777663573e-16, + -1.1114041129492258e-15, + -2.701739541308559e-16, + -6.746967051245964e-16, + 4.340499590954734e-17, + 1.5197654009961918e-15, + 5.7947145899650795e-16, + 8.208563852281742e-16 + ] + ], + "std": [ + [ + 0.9927642409431464, + 0.9787917699554936, + 0.9857406910506461, + 0.9841528529994341, + 0.973949637619625, + 0.9888979702224631, + 0.9894238955664117, + 0.9818135979404571, + 0.9812725198980998, + 0.9866993450965212, + 0.977811553908224, + 0.9685775006733509, + 0.9885494004209142, + 0.9877929165205122, + 0.9849820534726104, + 0.9696513186147865, + 0.9636787239536263, + 0.9714056969361312, + 0.9790342571909385, + 0.9594712670605601, + 0.9914762416613162, + 0.9894071736370291, + 0.9717998736463911, + 0.979506353986051, + 0.9100788369549304, + 0.9740807482046461, + 0.9403062306776938, + 0.9856078858868509, + 0.9913083989488309, + 0.9728185205882999, + 0.9658866068802527, + 0.9658866068802542, + 0.9641624577988217, + 0.9579105146532193, + 0.9764373811067356 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 18, + "depth": 4, + "padding": 70, + "parameters": 13738, + "cert_evals": { + "36": 0.5625, + "72": 0.421875, + "108": 0.26953125, + "255": 0.125 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/soybean/fold_2/result.json b/UCI_N4/aol/runs/soybean/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4db72aff06854cae8d4b2df774518f073297c50a --- /dev/null +++ b/UCI_N4/aol/runs/soybean/fold_2/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 55, + "best_val_acc": 0.7857142857142857, + "test_acc": 0.7768924302788844, + "train_size": 376, + "val_size": 56, + "test_size": 251, + "stats": { + "mean": [ + [ + 5.255843042108454e-17, + -1.8094273124741912e-15, + -2.362176648138631e-18, + 8.940838613204717e-16, + -4.621008067921197e-16, + -1.366519190948198e-15, + 1.8507654038166175e-15, + 5.651507630671674e-16, + 1.4615968010357778e-15, + -4.64167711359241e-16, + 2.523985748536127e-15, + -3.363149002787376e-16, + 8.314861801447981e-16, + -8.031400603671346e-17, + -1.599562680891125e-15, + 6.971373832819134e-16, + 1.972417501195757e-15, + -9.955098211499242e-16, + -1.1840410448794887e-15, + -3.451730627092574e-16, + -1.2253791362219147e-15, + -6.85031227960203e-16, + -9.162292673967715e-16, + 7.411329233534954e-17, + -1.801159694205706e-17, + -7.119009873327799e-16, + -3.6805664898810043e-16, + -2.8346119777663573e-16, + -1.1114041129492258e-15, + -2.701739541308559e-16, + -6.746967051245964e-16, + 4.340499590954734e-17, + 1.5197654009961918e-15, + 5.7947145899650795e-16, + 8.208563852281742e-16 + ] + ], + "std": [ + [ + 0.9927642409431464, + 0.9787917699554936, + 0.9857406910506461, + 0.9841528529994341, + 0.973949637619625, + 0.9888979702224631, + 0.9894238955664117, + 0.9818135979404571, + 0.9812725198980998, + 0.9866993450965212, + 0.977811553908224, + 0.9685775006733509, + 0.9885494004209142, + 0.9877929165205122, + 0.9849820534726104, + 0.9696513186147865, + 0.9636787239536263, + 0.9714056969361312, + 0.9790342571909385, + 0.9594712670605601, + 0.9914762416613162, + 0.9894071736370291, + 0.9717998736463911, + 0.979506353986051, + 0.9100788369549304, + 0.9740807482046461, + 0.9403062306776938, + 0.9856078858868509, + 0.9913083989488309, + 0.9728185205882999, + 0.9658866068802527, + 0.9658866068802542, + 0.9641624577988217, + 0.9579105146532193, + 0.9764373811067356 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 18, + "depth": 4, + "padding": 70, + "parameters": 13738, + "cert_evals": { + "36": 0.7091633677482605, + "72": 0.6454183459281921, + "108": 0.5776892900466919, + "255": 0.38645419478416443 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/soybean/fold_3/result.json b/UCI_N4/aol/runs/soybean/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9ec232f19f8a853552f43be033fed60e09a3594f --- /dev/null +++ b/UCI_N4/aol/runs/soybean/fold_3/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 51, + "best_val_acc": 0.8571428571428571, + "test_acc": 0.7459016393442623, + "train_size": 376, + "val_size": 63, + "test_size": 244, + "stats": { + "mean": [ + [ + 5.255843042108454e-17, + -1.8094273124741912e-15, + -2.362176648138631e-18, + 8.940838613204717e-16, + -4.621008067921197e-16, + -1.366519190948198e-15, + 1.8507654038166175e-15, + 5.651507630671674e-16, + 1.4615968010357778e-15, + -4.64167711359241e-16, + 2.523985748536127e-15, + -3.363149002787376e-16, + 8.314861801447981e-16, + -8.031400603671346e-17, + -1.599562680891125e-15, + 6.971373832819134e-16, + 1.972417501195757e-15, + -9.955098211499242e-16, + -1.1840410448794887e-15, + -3.451730627092574e-16, + -1.2253791362219147e-15, + -6.85031227960203e-16, + -9.162292673967715e-16, + 7.411329233534954e-17, + -1.801159694205706e-17, + -7.119009873327799e-16, + -3.6805664898810043e-16, + -2.8346119777663573e-16, + -1.1114041129492258e-15, + -2.701739541308559e-16, + -6.746967051245964e-16, + 4.340499590954734e-17, + 1.5197654009961918e-15, + 5.7947145899650795e-16, + 8.208563852281742e-16 + ] + ], + "std": [ + [ + 0.9927642409431464, + 0.9787917699554936, + 0.9857406910506461, + 0.9841528529994341, + 0.973949637619625, + 0.9888979702224631, + 0.9894238955664117, + 0.9818135979404571, + 0.9812725198980998, + 0.9866993450965212, + 0.977811553908224, + 0.9685775006733509, + 0.9885494004209142, + 0.9877929165205122, + 0.9849820534726104, + 0.9696513186147865, + 0.9636787239536263, + 0.9714056969361312, + 0.9790342571909385, + 0.9594712670605601, + 0.9914762416613162, + 0.9894071736370291, + 0.9717998736463911, + 0.979506353986051, + 0.9100788369549304, + 0.9740807482046461, + 0.9403062306776938, + 0.9856078858868509, + 0.9913083989488309, + 0.9728185205882999, + 0.9658866068802527, + 0.9658866068802542, + 0.9641624577988217, + 0.9579105146532193, + 0.9764373811067356 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 18, + "depth": 4, + "padding": 70, + "parameters": 13738, + "cert_evals": { + "36": 0.6557376384735107, + "72": 0.5983605980873108, + "108": 0.5286884903907776, + "255": 0.2704917788505554 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/spambase/fold_0/result.json b/UCI_N4/aol/runs/spambase/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..837373cc7bc9e31cd9cdf0231e92324cd3650bd3 --- /dev/null +++ b/UCI_N4/aol/runs/spambase/fold_0/result.json @@ -0,0 +1,144 @@ +{ + "best_epoch": 16, + "best_val_acc": 0.9186206896551724, + "test_acc": 0.9200293470286134, + "train_size": 1150, + "val_size": 725, + "test_size": 2726, + "stats": { + "mean": [ + [ + 0.021226006173913785, + -0.015919149391304187, + 0.025415802530432907, + 0.03918618617391535, + -0.00802565730434888, + -0.019898612173913727, + 0.006333582695649156, + 0.0138353715652162, + 0.010869212166955465, + 0.020277107478260063, + -0.03972575965999889, + -0.02055293502608697, + -0.008113843652174586, + 0.014708887365217537, + 0.01133711377391179, + -0.015495447060868504, + 0.03913622733043563, + -0.017462963999999633, + 0.0187409115304347, + 0.005520461426088844, + -0.0038418207913071324, + 0.008610802582609307, + 0.035890673565219404, + -0.006205582330433885, + 0.009182778760001165, + -0.019677288817390202, + 0.0004982232156532273, + 0.02920531815652134, + 0.012658779999999129, + 0.017062090382608135, + -0.013314016521739344, + -0.02566035391304503, + -0.008576744521738438, + -0.022911713043477794, + 0.0025098786956515694, + -0.007468803278259888, + 0.011673062539131227, + -0.015021546086957481, + -0.00910834485217397, + -0.02154278895652143, + 0.05463170547826161, + 0.023553851304347857, + 0.010670661652173499, + 0.0295903323391293, + 0.007351219000000634, + 0.01269573645391135, + -0.023270003826086932, + 0.03709884669565298, + 0.007815205191304105, + 0.027519189395651733, + -0.015820542199999555, + -0.01672272254086909, + 0.042409089939126635, + 0.025760643735651907, + 0.02838511237043451, + -0.013437700554782798, + 0.0164267618000002 + ] + ], + "std": [ + [ + 1.1235027725136815, + 0.8904989974639629, + 0.9957178739385403, + 1.4995577621881944, + 0.926476291913068, + 0.8885189316158734, + 0.9024040689634729, + 1.0405154757286925, + 1.1233331839178615, + 0.8981778369870301, + 0.8892119217650689, + 0.9874908627493307, + 0.9205513578145247, + 0.9632286363722543, + 1.0765253751015154, + 0.8531114122905263, + 1.0916574204014953, + 0.9124374318543399, + 0.9910784663927087, + 0.9680608594157823, + 0.9407382453902644, + 0.9930333587983213, + 1.1491144107563753, + 0.6425563314801666, + 1.0428011323424244, + 0.8430611857711853, + 1.0214512070760071, + 1.1643521198183129, + 1.10698998653912, + 1.0810838839403236, + 0.8380031520069444, + 0.8416763955823331, + 1.2024906820600971, + 0.8481231877782008, + 0.8570058504483157, + 0.9470628246612116, + 1.06910230060386, + 0.5874337186131844, + 0.8169185036473402, + 0.8578401703545604, + 1.4145108263137103, + 1.0433820861839775, + 0.9733444555118707, + 1.393792873658117, + 0.9492090774739013, + 1.0044806426321926, + 0.81385805230804, + 1.3465645155559474, + 1.0636978414150784, + 1.007651802571978, + 0.6554083067039526, + 0.7777941339804235, + 1.245208842537934, + 1.6535667744655882, + 1.3137439814967093, + 0.6661201009582893, + 1.219503651337539 + ] + ] + }, + "width": 256, + "in_features": 57, + "out_features": 2, + "depth": 4, + "padding": 114, + "parameters": 33062, + "cert_evals": { + "36": 0.9016874432563782, + "72": 0.8539985418319702, + "108": 0.7909024357795715, + "255": 0.47358769178390503 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/spambase/fold_1/result.json b/UCI_N4/aol/runs/spambase/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7327f0ce101a26f11cd627a89ebb3a5b3365f42e --- /dev/null +++ b/UCI_N4/aol/runs/spambase/fold_1/result.json @@ -0,0 +1,144 @@ +{ + "best_epoch": 20, + "best_val_acc": 0.9293478260869565, + "test_acc": 0.9281767955801105, + "train_size": 1150, + "val_size": 736, + "test_size": 2715, + "stats": { + "mean": [ + [ + -0.024849632956522313, + -0.03413819886956486, + -0.00989163035652276, + -0.002361400086956756, + -0.03987249782608704, + 0.01090509313043455, + 0.01957335878260548, + 0.001824029217390987, + -0.024616771288696538, + -0.00523980729217439, + -0.0020601358313020405, + -0.05077641741739166, + -0.03844389808695691, + 0.0008553938956523932, + -0.01214520726087042, + -0.009230109313042243, + 0.010565583165218426, + -0.046801976826087485, + -0.013554089600000253, + 0.02790070953043506, + 0.0032765880556492374, + -0.022136448173912388, + -0.029918836608694217, + -0.007934282660868743, + -0.023365790114781765, + -0.029432224478259654, + -0.022027940843476913, + -0.010254641513043462, + -0.03708282617391394, + -0.030502210695652975, + -0.006006388869565457, + -0.048024147826089034, + 0.029480932521740062, + -0.0510750817391295, + -0.028351204086956815, + -0.026517849208694946, + 0.01842911532173985, + -0.03338618443478374, + 0.006675741999999962, + -0.04656739886956605, + -0.020719941826085986, + 0.006543958434782931, + 0.011525401739130135, + -0.008087698269565702, + 0.025108898113044256, + -0.007957335130433963, + -0.015061640434782204, + -0.03721756826086869, + -0.03895043960869612, + -0.001666222565217826, + -0.010009838134782371, + 0.03633144539478134, + -0.06020993099130556, + -0.0013161700260872296, + -0.03022302409408695, + -0.004946863700869469, + 0.004550906813912774 + ] + ], + "std": [ + [ + 0.8958373484867075, + 0.9002436174684451, + 0.9749857170890281, + 0.9175103073316754, + 0.8456789748627611, + 1.0296079196279977, + 1.0663773858644263, + 0.9918744873399122, + 0.9377758356585005, + 0.9683003635587637, + 0.9988701214159026, + 0.8510020785398145, + 0.8120292232717867, + 1.1716911892002921, + 0.9335490252401448, + 0.9275724825067901, + 1.0706786172093499, + 0.8159996197989664, + 1.018783583831139, + 1.3842479172234758, + 1.039815972096556, + 0.8839135364998896, + 0.8932393785890523, + 0.9102522959355095, + 0.9028197785306566, + 0.9621741754161531, + 0.9455093600221522, + 1.0873334815971143, + 0.9298495573937857, + 0.8712375739105048, + 1.1638136373741579, + 0.7194920963255054, + 0.993798468472957, + 0.7165877104812148, + 0.7540408567752576, + 0.9687673124893158, + 0.981800827979203, + 0.29631208384482205, + 1.2015746837404693, + 0.8040600124748868, + 0.721184410759368, + 1.0883976635466879, + 1.1000595828326398, + 0.6542723004921799, + 1.1435952861265584, + 0.9423531730144734, + 0.6560729981871746, + 0.5591229852816202, + 0.5489093243563901, + 0.9888972344464931, + 0.6428451363337641, + 1.028319563197099, + 0.6205068262838673, + 0.5771896246525331, + 0.41206923845873533, + 0.6584069792527852, + 1.0945705958475596 + ] + ] + }, + "width": 256, + "in_features": 57, + "out_features": 2, + "depth": 4, + "padding": 114, + "parameters": 33062, + "cert_evals": { + "36": 0.9009208679199219, + "72": 0.8604052066802979, + "108": 0.8069981932640076, + "255": 0.511233925819397 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/spambase/fold_2/result.json b/UCI_N4/aol/runs/spambase/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9b049418bcaa877d1a2eebd2829cd56acf6d8287 --- /dev/null +++ b/UCI_N4/aol/runs/spambase/fold_2/result.json @@ -0,0 +1,144 @@ +{ + "best_epoch": 50, + "best_val_acc": 0.949928469241774, + "test_acc": 0.9349563953488372, + "train_size": 1150, + "val_size": 699, + "test_size": 2752, + "stats": { + "mean": [ + [ + 0.04921885617391417, + 0.014926593956521877, + 0.00847792629565125, + 0.05005613400000414, + 0.0033398545217390415, + 0.022115092173912148, + 0.020861821652170594, + 0.01550478669565098, + 0.005469835709564297, + -0.002394102646087372, + -0.004648887133041112, + -0.03289461768695655, + -0.040754755739131086, + 0.02023474459130333, + -0.03975969647826165, + -0.0013114386782596627, + 0.05593795568695754, + -0.04049862191304387, + 0.032395505704347835, + 0.003473580347827736, + -0.03802155532695763, + 0.020674000869565144, + -0.029397571826085454, + 0.05626614292173871, + -0.016279572017390314, + -0.040442041434781556, + -0.027683359373911642, + -0.018165945565216026, + -0.0067161096434789095, + -0.01001410846956648, + -0.022173674869565393, + 0.0009115565217380702, + -0.0006774207913042033, + -2.747652173902797e-05, + -0.017699280086957207, + -0.0014646963999993766, + -0.01282538191304263, + -0.03204628226087075, + 0.032762344347826086, + -0.009639197913043794, + 0.10482606808695744, + -0.031013759826086604, + 0.020927692434782336, + 0.006242524399999054, + -0.026823291339128374, + 0.043980723565215755, + -0.005029141565217051, + -0.00635898059999959, + 0.007536563304348806, + -0.0018206163191308838, + -0.026798041434782056, + -0.002352054191304867, + -0.031762150104349914, + -0.03071606211652189, + -0.002249609841739219, + -0.015034978442608676, + 0.011666985643478154 + ] + ], + "std": [ + [ + 1.1778724434167362, + 1.0760534101769437, + 1.0559839237532962, + 1.5297906049045558, + 1.1364234457764475, + 1.0490814157140953, + 1.1363046556284118, + 1.0380124741143066, + 1.075498258791, + 0.8663393072266115, + 0.9747929071031151, + 0.969828844789839, + 0.7696639194748692, + 1.0473361728395063, + 0.8303333840972749, + 0.8838263753298514, + 1.2440346851573585, + 0.9334811719941839, + 1.02990808565559, + 0.8957714253842652, + 0.9678502243817942, + 1.1500298875956583, + 0.9330778093343873, + 1.5773371750732401, + 0.9230289983981412, + 0.8158091055273212, + 0.9489997820681896, + 0.9552807238624355, + 1.0072242253552435, + 1.0223260308735955, + 0.8234643073736883, + 1.0311031398813912, + 0.8806613305973721, + 1.0286119212691307, + 0.8014510966571808, + 0.9352593214362214, + 0.9329050736248139, + 0.3527683412758974, + 1.1692746053848972, + 1.002962447177659, + 1.4919910858493521, + 0.8738202541405161, + 1.1462384337701108, + 1.0090960980820731, + 0.9207764793259576, + 1.0912524568744784, + 0.816026256403742, + 0.7771366886117157, + 0.9566601501316736, + 0.9562471491235174, + 0.6185383136448549, + 0.8282423578976752, + 0.7966634350742242, + 0.34217344919196696, + 0.8296715880092417, + 0.6379508479090837, + 1.2381153537237015 + ] + ] + }, + "width": 256, + "in_features": 57, + "out_features": 2, + "depth": 4, + "padding": 114, + "parameters": 33062, + "cert_evals": { + "36": 0.9040697813034058, + "72": 0.8615552186965942, + "108": 0.8048691749572754, + "255": 0.5014534592628479 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/spambase/fold_3/result.json b/UCI_N4/aol/runs/spambase/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..da549ae4da7ef1f7cb241637d89783956f3d3c35 --- /dev/null +++ b/UCI_N4/aol/runs/spambase/fold_3/result.json @@ -0,0 +1,144 @@ +{ + "best_epoch": 20, + "best_val_acc": 0.914327917282127, + "test_acc": 0.9160057678442682, + "train_size": 1150, + "val_size": 677, + "test_size": 2774, + "stats": { + "mean": [ + [ + 0.018947906521740433, + -0.000799500504347751, + 0.01308322393912882, + -0.04350387713043517, + -0.017981908217392446, + -0.037174041304348704, + 0.022572385652170752, + -0.04463838826086928, + -0.00969831843826173, + 0.015462332956521007, + 0.02533698608174001, + -0.01796958450434803, + -0.002596639478261534, + -0.008146872721739728, + -0.010465523286957488, + -0.020865805773911915, + -0.023057402052173097, + 0.015772556173913998, + 0.029574481513043406, + -0.00723897516521638, + -0.012929820996524495, + 0.013256362000000747, + -0.016364737217389708, + -0.0054786337391299, + -0.023381384405216223, + 0.018361981547826933, + -0.027815069829563832, + -0.016357650539129607, + 0.02130572809565106, + -0.04712495074782753, + -0.023661064608695874, + -0.017694028695653844, + -0.035716115565216526, + -0.015046066956521246, + 0.017066349999999682, + -0.017144463043477796, + 0.00945527166956592, + 0.0090967913913036, + -0.019910964156521774, + -0.012770454869565474, + 0.008144727217391987, + 0.026037255217391253, + -0.03684596452174003, + -0.03572749460869723, + -0.026032580895649946, + 0.034894907043476656, + -0.040598744086955754, + -0.013571423391303747, + 0.04706986420869568, + 0.04318946167130402, + -0.01196526951304294, + -0.018042527704347985, + 0.049467921365213274, + -0.02400611535652195, + 0.06052994408086956, + 0.0599142720547826, + -0.0026769801565217854 + ] + ], + "std": [ + [ + 0.9331871594323544, + 0.9567845251269138, + 0.9760296399392536, + 0.051280137756585374, + 0.9428238363495951, + 0.8814135527767363, + 0.9954267960650186, + 0.6955201641843568, + 1.0576570344486964, + 1.1798688036970275, + 1.0384456763015388, + 0.9235329672549664, + 0.9059067437108173, + 0.8252286378311408, + 0.9221679162247977, + 1.0327807332881183, + 0.9152290942982179, + 1.0569927523658942, + 1.019968514725996, + 0.9205072920345395, + 0.9958149041823585, + 1.016878390862468, + 0.8965516556476434, + 1.0877876259600743, + 0.948111265047695, + 1.0393908013003292, + 0.9611733587640997, + 0.9251890870444093, + 1.1498439764663797, + 0.8019976062593172, + 0.8125415636929294, + 0.8726450743629817, + 0.6932596937551812, + 0.8745634092810176, + 1.3798992402930492, + 0.8915710521880803, + 0.9391065100766924, + 1.1627844455953502, + 0.8173394703147074, + 0.9245635097978325, + 0.9000725380226579, + 1.1834987177794307, + 0.775157987005211, + 0.6770693378003936, + 0.7878189821125126, + 1.0585249177081846, + 0.48012225657491536, + 0.635321002731002, + 1.2507891578889274, + 1.3781763830166411, + 0.957654911058225, + 0.6938467149180203, + 1.3755269217325827, + 0.35513836957625733, + 1.6062909589981371, + 1.7067437542745856, + 0.9544103185210019 + ] + ] + }, + "width": 256, + "in_features": 57, + "out_features": 2, + "depth": 4, + "padding": 114, + "parameters": 33062, + "cert_evals": { + "36": 0.8857245445251465, + "72": 0.8464311361312866, + "108": 0.7912760972976685, + "255": 0.5039653778076172 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/spect/fold_0/result.json b/UCI_N4/aol/runs/spect/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..239c496f47807e8b890efc26296981a22f837ea9 --- /dev/null +++ b/UCI_N4/aol/runs/spect/fold_0/result.json @@ -0,0 +1,74 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.7, + "test_acc": 0.6811594202898551, + "train_size": 186, + "val_size": 10, + "test_size": 69, + "stats": { + "mean": [ + [ + -5.252668073495365e-16, + 1.532824046901829e-15, + -3.9753147010771733e-16, + -1.0338205799197695e-15, + -1.8336586729292908e-15, + -9.192169128616887e-16, + -4.405078452544976e-16, + -1.3382365705427963e-15, + -3.581364595565021e-16, + -1.082765896059158e-15, + 9.645808644055123e-16, + -1.4206079562407917e-16, + -1.8062015443632924e-15, + -2.1750820977064893e-15, + -4.643836092249311e-16, + 4.321513278648459e-16, + -1.0815721078606364e-15, + -1.6653345369377348e-16, + -2.6263340367476823e-16, + 9.633870762069907e-16, + -1.6557842313495614e-15, + 9.896504165744675e-16 + ] + ], + "std": [ + [ + 0.9609812490116691, + 0.977794794349693, + 0.9757497794069608, + 0.9777145841848973, + 0.9763846529890078, + 0.9777145841848975, + 0.9757497794069606, + 0.9759794254922428, + 0.9778036455104626, + 0.9770745392598671, + 0.9775511304850781, + 0.9752286427227655, + 0.9763846529890077, + 0.9776695904695919, + 0.9768752085627053, + 0.9738782701457798, + 0.9771347940108165, + 0.9709795017179342, + 0.9706245820084402, + 0.9755001122189715, + 0.9770745392598672, + 0.9775511304850782 + ] + ] + }, + "width": 64, + "in_features": 22, + "out_features": 2, + "depth": 4, + "padding": 44, + "parameters": 5062, + "cert_evals": { + "36": 0.07246376574039459, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/spect/fold_1/result.json b/UCI_N4/aol/runs/spect/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..41cde00d762982503f848c44c8e38b7b46831e37 --- /dev/null +++ b/UCI_N4/aol/runs/spect/fold_1/result.json @@ -0,0 +1,74 @@ +{ + "best_epoch": 26, + "best_val_acc": 0.7058823529411765, + "test_acc": 0.6612903225806451, + "train_size": 186, + "val_size": 17, + "test_size": 62, + "stats": { + "mean": [ + [ + -5.252668073495365e-16, + 1.532824046901829e-15, + -3.9753147010771733e-16, + -1.0338205799197695e-15, + -1.8336586729292908e-15, + -9.192169128616887e-16, + -4.405078452544976e-16, + -1.3382365705427963e-15, + -3.581364595565021e-16, + -1.082765896059158e-15, + 9.645808644055123e-16, + -1.4206079562407917e-16, + -1.8062015443632924e-15, + -2.1750820977064893e-15, + -4.643836092249311e-16, + 4.321513278648459e-16, + -1.0815721078606364e-15, + -1.6653345369377348e-16, + -2.6263340367476823e-16, + 9.633870762069907e-16, + -1.6557842313495614e-15, + 9.896504165744675e-16 + ] + ], + "std": [ + [ + 0.9609812490116691, + 0.977794794349693, + 0.9757497794069608, + 0.9777145841848973, + 0.9763846529890078, + 0.9777145841848975, + 0.9757497794069606, + 0.9759794254922428, + 0.9778036455104626, + 0.9770745392598671, + 0.9775511304850781, + 0.9752286427227655, + 0.9763846529890077, + 0.9776695904695919, + 0.9768752085627053, + 0.9738782701457798, + 0.9771347940108165, + 0.9709795017179342, + 0.9706245820084402, + 0.9755001122189715, + 0.9770745392598672, + 0.9775511304850782 + ] + ] + }, + "width": 64, + "in_features": 22, + "out_features": 2, + "depth": 4, + "padding": 44, + "parameters": 5062, + "cert_evals": { + "36": 0.6290322542190552, + "72": 0.5161290168762207, + "108": 0.17741934955120087, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/spect/fold_2/result.json b/UCI_N4/aol/runs/spect/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f975caa220aadfc7fb802a2201ef9d09e88cd871 --- /dev/null +++ b/UCI_N4/aol/runs/spect/fold_2/result.json @@ -0,0 +1,74 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.8, + "test_acc": 0.7457627118644068, + "train_size": 186, + "val_size": 20, + "test_size": 59, + "stats": { + "mean": [ + [ + -5.252668073495365e-16, + 1.532824046901829e-15, + -3.9753147010771733e-16, + -1.0338205799197695e-15, + -1.8336586729292908e-15, + -9.192169128616887e-16, + -4.405078452544976e-16, + -1.3382365705427963e-15, + -3.581364595565021e-16, + -1.082765896059158e-15, + 9.645808644055123e-16, + -1.4206079562407917e-16, + -1.8062015443632924e-15, + -2.1750820977064893e-15, + -4.643836092249311e-16, + 4.321513278648459e-16, + -1.0815721078606364e-15, + -1.6653345369377348e-16, + -2.6263340367476823e-16, + 9.633870762069907e-16, + -1.6557842313495614e-15, + 9.896504165744675e-16 + ] + ], + "std": [ + [ + 0.9609812490116691, + 0.977794794349693, + 0.9757497794069608, + 0.9777145841848973, + 0.9763846529890078, + 0.9777145841848975, + 0.9757497794069606, + 0.9759794254922428, + 0.9778036455104626, + 0.9770745392598671, + 0.9775511304850781, + 0.9752286427227655, + 0.9763846529890077, + 0.9776695904695919, + 0.9768752085627053, + 0.9738782701457798, + 0.9771347940108165, + 0.9709795017179342, + 0.9706245820084402, + 0.9755001122189715, + 0.9770745392598672, + 0.9775511304850782 + ] + ] + }, + "width": 64, + "in_features": 22, + "out_features": 2, + "depth": 4, + "padding": 44, + "parameters": 5062, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/spect/fold_3/result.json b/UCI_N4/aol/runs/spect/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..574dd584c0aa44caa17c12ce7b3a25be60c2f26c --- /dev/null +++ b/UCI_N4/aol/runs/spect/fold_3/result.json @@ -0,0 +1,74 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.7777777777777778, + "test_acc": 0.6885245901639344, + "train_size": 186, + "val_size": 18, + "test_size": 61, + "stats": { + "mean": [ + [ + -5.252668073495365e-16, + 1.532824046901829e-15, + -3.9753147010771733e-16, + -1.0338205799197695e-15, + -1.8336586729292908e-15, + -9.192169128616887e-16, + -4.405078452544976e-16, + -1.3382365705427963e-15, + -3.581364595565021e-16, + -1.082765896059158e-15, + 9.645808644055123e-16, + -1.4206079562407917e-16, + -1.8062015443632924e-15, + -2.1750820977064893e-15, + -4.643836092249311e-16, + 4.321513278648459e-16, + -1.0815721078606364e-15, + -1.6653345369377348e-16, + -2.6263340367476823e-16, + 9.633870762069907e-16, + -1.6557842313495614e-15, + 9.896504165744675e-16 + ] + ], + "std": [ + [ + 0.9609812490116691, + 0.977794794349693, + 0.9757497794069608, + 0.9777145841848973, + 0.9763846529890078, + 0.9777145841848975, + 0.9757497794069606, + 0.9759794254922428, + 0.9778036455104626, + 0.9770745392598671, + 0.9775511304850781, + 0.9752286427227655, + 0.9763846529890077, + 0.9776695904695919, + 0.9768752085627053, + 0.9738782701457798, + 0.9771347940108165, + 0.9709795017179342, + 0.9706245820084402, + 0.9755001122189715, + 0.9770745392598672, + 0.9775511304850782 + ] + ] + }, + "width": 64, + "in_features": 22, + "out_features": 2, + "depth": 4, + "padding": 44, + "parameters": 5062, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/spectf/fold_0/result.json b/UCI_N4/aol/runs/spectf/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..47d892fb35a2e23b7f466796c8ef8e5363eaef9a --- /dev/null +++ b/UCI_N4/aol/runs/spectf/fold_0/result.json @@ -0,0 +1,118 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.47619047619047616, + "test_acc": 0.5084745762711864, + "train_size": 187, + "val_size": 21, + "test_size": 59, + "stats": { + "mean": [ + [ + 9.73262032024493e-08, + 7.37967914422617e-08, + -2.8021390374859026e-07, + 8.342245993522504e-08, + 1.438502673446313e-07, + 4.27807487904935e-09, + -3.208556132607522e-09, + 2.4438502673282447e-07, + -4.064171128261887e-08, + -1.245989304839758e-07, + -2.7005347592964245e-07, + -9.828877005220575e-08, + -2.7272727281823347e-08, + -9.786096256698731e-08, + -2.1390374290903598e-08, + -1.764705878989899e-08, + -2.1016042791891207e-07, + -1.443850270181913e-08, + -1.9251336897019774e-07, + -1.026737967961774e-07, + 2.2139037467217133e-08, + -1.871657754046705e-07, + -2.433155080530257e-07, + 3.422459890534254e-08, + 6.320855603067246e-08, + 1.203208557214405e-07, + 1.5240641710866705e-07, + -1.2566844921602035e-07, + -1.465240642376751e-07, + -2.577540106646021e-07, + -1.3475935830036328e-07, + -8.181818183804877e-08, + 3.272727272453287e-07, + -5.347593584110138e-08, + 2.6737967877210432e-08, + 8.449197850875112e-08, + -1.9251336920322585e-08, + -1.4919786096240437e-07, + -4.705882350701689e-08, + -7.112299465890437e-08, + -8.395721923564323e-08, + 2.0106951872948384e-07, + -2.2117647054603053e-07, + 1.7219251329526993e-07 + ] + ], + "std": [ + [ + 0.9973228707261231, + 0.997322592235688, + 0.9973223292917861, + 0.9973227306511006, + 0.99732255532754, + 0.997322255366945, + 0.9973226239770173, + 0.997322228679491, + 0.9973224624202952, + 0.997322743624266, + 0.9973222482787992, + 0.997322493534107, + 0.9973232185155234, + 0.9973228780399456, + 0.9973223891564488, + 0.9973225844652592, + 0.9973225517530112, + 0.9973225554412601, + 0.9973222478195743, + 0.9973226789069762, + 0.997322213988001, + 0.997322643819296, + 0.9973226574869563, + 0.9973225588456511, + 0.9973227088028409, + 0.9973226325041668, + 0.9973227670427876, + 0.9973226762758315, + 0.9973224495674463, + 0.997322983837095, + 0.997321878860045, + 0.9973226923900768, + 0.9973225315151032, + 0.9973225107812234, + 0.997322704618034, + 0.9973227074584576, + 0.9973225552504908, + 0.9973228014956899, + 0.9973225828407466, + 0.9973226373516573, + 0.9973225174190434, + 0.9973227159363205, + 0.9973224262644476, + 0.9973224878506673 + ] + ] + }, + "width": 128, + "in_features": 44, + "out_features": 2, + "depth": 4, + "padding": 88, + "parameters": 19802, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/spectf/fold_1/result.json b/UCI_N4/aol/runs/spectf/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2619bee24cb18194f419a6729658f5143b96df0b --- /dev/null +++ b/UCI_N4/aol/runs/spectf/fold_1/result.json @@ -0,0 +1,118 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5263157894736842, + "test_acc": 0.4918032786885246, + "train_size": 187, + "val_size": 19, + "test_size": 61, + "stats": { + "mean": [ + [ + 9.73262032024493e-08, + 7.37967914422617e-08, + -2.8021390374859026e-07, + 8.342245993522504e-08, + 1.438502673446313e-07, + 4.27807487904935e-09, + -3.208556132607522e-09, + 2.4438502673282447e-07, + -4.064171128261887e-08, + -1.245989304839758e-07, + -2.7005347592964245e-07, + -9.828877005220575e-08, + -2.7272727281823347e-08, + -9.786096256698731e-08, + -2.1390374290903598e-08, + -1.764705878989899e-08, + -2.1016042791891207e-07, + -1.443850270181913e-08, + -1.9251336897019774e-07, + -1.026737967961774e-07, + 2.2139037467217133e-08, + -1.871657754046705e-07, + -2.433155080530257e-07, + 3.422459890534254e-08, + 6.320855603067246e-08, + 1.203208557214405e-07, + 1.5240641710866705e-07, + -1.2566844921602035e-07, + -1.465240642376751e-07, + -2.577540106646021e-07, + -1.3475935830036328e-07, + -8.181818183804877e-08, + 3.272727272453287e-07, + -5.347593584110138e-08, + 2.6737967877210432e-08, + 8.449197850875112e-08, + -1.9251336920322585e-08, + -1.4919786096240437e-07, + -4.705882350701689e-08, + -7.112299465890437e-08, + -8.395721923564323e-08, + 2.0106951872948384e-07, + -2.2117647054603053e-07, + 1.7219251329526993e-07 + ] + ], + "std": [ + [ + 0.9973228707261231, + 0.997322592235688, + 0.9973223292917861, + 0.9973227306511006, + 0.99732255532754, + 0.997322255366945, + 0.9973226239770173, + 0.997322228679491, + 0.9973224624202952, + 0.997322743624266, + 0.9973222482787992, + 0.997322493534107, + 0.9973232185155234, + 0.9973228780399456, + 0.9973223891564488, + 0.9973225844652592, + 0.9973225517530112, + 0.9973225554412601, + 0.9973222478195743, + 0.9973226789069762, + 0.997322213988001, + 0.997322643819296, + 0.9973226574869563, + 0.9973225588456511, + 0.9973227088028409, + 0.9973226325041668, + 0.9973227670427876, + 0.9973226762758315, + 0.9973224495674463, + 0.997322983837095, + 0.997321878860045, + 0.9973226923900768, + 0.9973225315151032, + 0.9973225107812234, + 0.997322704618034, + 0.9973227074584576, + 0.9973225552504908, + 0.9973228014956899, + 0.9973225828407466, + 0.9973226373516573, + 0.9973225174190434, + 0.9973227159363205, + 0.9973224262644476, + 0.9973224878506673 + ] + ] + }, + "width": 128, + "in_features": 44, + "out_features": 2, + "depth": 4, + "padding": 88, + "parameters": 19802, + "cert_evals": { + "36": 0.49180325865745544, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/spectf/fold_2/result.json b/UCI_N4/aol/runs/spectf/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1f7c8b9b006aad9d46306c3821ecdc2002adab75 --- /dev/null +++ b/UCI_N4/aol/runs/spectf/fold_2/result.json @@ -0,0 +1,118 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.65, + "test_acc": 0.5666666666666667, + "train_size": 187, + "val_size": 20, + "test_size": 60, + "stats": { + "mean": [ + [ + 9.73262032024493e-08, + 7.37967914422617e-08, + -2.8021390374859026e-07, + 8.342245993522504e-08, + 1.438502673446313e-07, + 4.27807487904935e-09, + -3.208556132607522e-09, + 2.4438502673282447e-07, + -4.064171128261887e-08, + -1.245989304839758e-07, + -2.7005347592964245e-07, + -9.828877005220575e-08, + -2.7272727281823347e-08, + -9.786096256698731e-08, + -2.1390374290903598e-08, + -1.764705878989899e-08, + -2.1016042791891207e-07, + -1.443850270181913e-08, + -1.9251336897019774e-07, + -1.026737967961774e-07, + 2.2139037467217133e-08, + -1.871657754046705e-07, + -2.433155080530257e-07, + 3.422459890534254e-08, + 6.320855603067246e-08, + 1.203208557214405e-07, + 1.5240641710866705e-07, + -1.2566844921602035e-07, + -1.465240642376751e-07, + -2.577540106646021e-07, + -1.3475935830036328e-07, + -8.181818183804877e-08, + 3.272727272453287e-07, + -5.347593584110138e-08, + 2.6737967877210432e-08, + 8.449197850875112e-08, + -1.9251336920322585e-08, + -1.4919786096240437e-07, + -4.705882350701689e-08, + -7.112299465890437e-08, + -8.395721923564323e-08, + 2.0106951872948384e-07, + -2.2117647054603053e-07, + 1.7219251329526993e-07 + ] + ], + "std": [ + [ + 0.9973228707261231, + 0.997322592235688, + 0.9973223292917861, + 0.9973227306511006, + 0.99732255532754, + 0.997322255366945, + 0.9973226239770173, + 0.997322228679491, + 0.9973224624202952, + 0.997322743624266, + 0.9973222482787992, + 0.997322493534107, + 0.9973232185155234, + 0.9973228780399456, + 0.9973223891564488, + 0.9973225844652592, + 0.9973225517530112, + 0.9973225554412601, + 0.9973222478195743, + 0.9973226789069762, + 0.997322213988001, + 0.997322643819296, + 0.9973226574869563, + 0.9973225588456511, + 0.9973227088028409, + 0.9973226325041668, + 0.9973227670427876, + 0.9973226762758315, + 0.9973224495674463, + 0.997322983837095, + 0.997321878860045, + 0.9973226923900768, + 0.9973225315151032, + 0.9973225107812234, + 0.997322704618034, + 0.9973227074584576, + 0.9973225552504908, + 0.9973228014956899, + 0.9973225828407466, + 0.9973226373516573, + 0.9973225174190434, + 0.9973227159363205, + 0.9973224262644476, + 0.9973224878506673 + ] + ] + }, + "width": 128, + "in_features": 44, + "out_features": 2, + "depth": 4, + "padding": 88, + "parameters": 19802, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/spectf/fold_3/result.json b/UCI_N4/aol/runs/spectf/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..270462ff8c513b046f72d5169d45f893e1ee47ca --- /dev/null +++ b/UCI_N4/aol/runs/spectf/fold_3/result.json @@ -0,0 +1,118 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5, + "test_acc": 0.5, + "train_size": 187, + "val_size": 18, + "test_size": 62, + "stats": { + "mean": [ + [ + 9.73262032024493e-08, + 7.37967914422617e-08, + -2.8021390374859026e-07, + 8.342245993522504e-08, + 1.438502673446313e-07, + 4.27807487904935e-09, + -3.208556132607522e-09, + 2.4438502673282447e-07, + -4.064171128261887e-08, + -1.245989304839758e-07, + -2.7005347592964245e-07, + -9.828877005220575e-08, + -2.7272727281823347e-08, + -9.786096256698731e-08, + -2.1390374290903598e-08, + -1.764705878989899e-08, + -2.1016042791891207e-07, + -1.443850270181913e-08, + -1.9251336897019774e-07, + -1.026737967961774e-07, + 2.2139037467217133e-08, + -1.871657754046705e-07, + -2.433155080530257e-07, + 3.422459890534254e-08, + 6.320855603067246e-08, + 1.203208557214405e-07, + 1.5240641710866705e-07, + -1.2566844921602035e-07, + -1.465240642376751e-07, + -2.577540106646021e-07, + -1.3475935830036328e-07, + -8.181818183804877e-08, + 3.272727272453287e-07, + -5.347593584110138e-08, + 2.6737967877210432e-08, + 8.449197850875112e-08, + -1.9251336920322585e-08, + -1.4919786096240437e-07, + -4.705882350701689e-08, + -7.112299465890437e-08, + -8.395721923564323e-08, + 2.0106951872948384e-07, + -2.2117647054603053e-07, + 1.7219251329526993e-07 + ] + ], + "std": [ + [ + 0.9973228707261231, + 0.997322592235688, + 0.9973223292917861, + 0.9973227306511006, + 0.99732255532754, + 0.997322255366945, + 0.9973226239770173, + 0.997322228679491, + 0.9973224624202952, + 0.997322743624266, + 0.9973222482787992, + 0.997322493534107, + 0.9973232185155234, + 0.9973228780399456, + 0.9973223891564488, + 0.9973225844652592, + 0.9973225517530112, + 0.9973225554412601, + 0.9973222478195743, + 0.9973226789069762, + 0.997322213988001, + 0.997322643819296, + 0.9973226574869563, + 0.9973225588456511, + 0.9973227088028409, + 0.9973226325041668, + 0.9973227670427876, + 0.9973226762758315, + 0.9973224495674463, + 0.997322983837095, + 0.997321878860045, + 0.9973226923900768, + 0.9973225315151032, + 0.9973225107812234, + 0.997322704618034, + 0.9973227074584576, + 0.9973225552504908, + 0.9973228014956899, + 0.9973225828407466, + 0.9973226373516573, + 0.9973225174190434, + 0.9973227159363205, + 0.9973224262644476, + 0.9973224878506673 + ] + ] + }, + "width": 128, + "in_features": 44, + "out_features": 2, + "depth": 4, + "padding": 88, + "parameters": 19802, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-australian-credit/fold_0/result.json b/UCI_N4/aol/runs/statlog-australian-credit/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0cc3f6a9f47c2590552537f903052835006600a9 --- /dev/null +++ b/UCI_N4/aol/runs/statlog-australian-credit/fold_0/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 33, + "best_val_acc": 0.5188679245283019, + "test_acc": 0.5097087378640777, + "train_size": 172, + "val_size": 106, + "test_size": 412, + "stats": { + "mean": [ + [ + 0.05059407542441863, + -0.0114752416860465, + 0.028838848837209195, + 0.03936136046511627, + 0.10460593604651149, + 0.0779865668604651, + 0.08156061627906987, + 0.15811348837209352, + 0.05523483604651162, + 0.1309385000000002, + 0.06254351744186054, + -0.11882176316511633, + 0.041984078837209345, + 0.07566618604651176 + ] + ], + "std": [ + [ + 1.0101299726407869, + 1.0530472517300817, + 0.9967360557731824, + 0.9782321556549705, + 1.0601462124818095, + 1.0386276590440506, + 0.9921323025144253, + 1.0098717215967856, + 0.8568205957330315, + 1.0017391917815985, + 0.8280019139302006, + 0.8059241197617667, + 1.4892583738151293, + 1.0047800961056161 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 2102, + "cert_evals": { + "36": 0.17475728690624237, + "72": 0.058252427726984024, + "108": 0.021844660863280296, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-australian-credit/fold_1/result.json b/UCI_N4/aol/runs/statlog-australian-credit/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ff0d1494a358b2a3d04666b5ba408fa094d87fb5 --- /dev/null +++ b/UCI_N4/aol/runs/statlog-australian-credit/fold_1/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 2, + "best_val_acc": 0.6391752577319587, + "test_acc": 0.6793349168646081, + "train_size": 172, + "val_size": 97, + "test_size": 421, + "stats": { + "mean": [ + [ + -0.0864253130930232, + -0.033577701104651185, + -0.03875552325581389, + 0.029890569767441845, + 0.028733052325581446, + 0.014722290813953477, + 0.05829668604651171, + -0.01803883720930214, + 0.054039201162790776, + -0.043972749999999845, + -0.07365430232558125, + -0.024331187647674404, + 0.08401893802325594, + 0.08735679069767467 + ] + ], + "std": [ + [ + 0.9209242895195554, + 0.9435504125386636, + 1.067477333690663, + 1.061435553615557, + 1.0025792818765138, + 1.0277952989603758, + 0.9948560751139975, + 0.9964680315230806, + 0.9046016810802003, + 0.994587469176134, + 1.1556768232845753, + 0.935329242863178, + 1.6527499781150876, + 1.0051200887036142 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 2102, + "cert_evals": { + "36": 0.05700712651014328, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-australian-credit/fold_2/result.json b/UCI_N4/aol/runs/statlog-australian-credit/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..685657d439f1201d63aceaaa98060ed915c27c2a --- /dev/null +++ b/UCI_N4/aol/runs/statlog-australian-credit/fold_2/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.7333333333333333, + "test_acc": 0.6682242990654206, + "train_size": 172, + "val_size": 90, + "test_size": 428, + "stats": { + "mean": [ + [ + -0.07147041345930233, + -0.029198059883720928, + -0.10634986046511644, + -0.012728412790697653, + -0.06173072674418615, + 0.0097622159302325, + 0.05829668604651169, + 0.08765255813953526, + 0.008607926744186043, + -0.06729424999999996, + 0.004173023255814025, + -0.03348306104651162, + -0.012487369767441872, + -0.017858651162790676 + ] + ], + "std": [ + [ + 0.971314722723139, + 0.8466778612216974, + 1.042970249181201, + 0.959839375401117, + 0.918650223910635, + 0.8910303524098012, + 0.9948560751139973, + 1.0082316527571256, + 0.8072245383487707, + 0.9913009258016392, + 0.8525556362245806, + 0.9327938415221685, + 0.575642414570075, + 0.997133880165406 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 2102, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-australian-credit/fold_3/result.json b/UCI_N4/aol/runs/statlog-australian-credit/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2448ccaf7cbd1b1e6b7ed78bc9b527b04f9e9134 --- /dev/null +++ b/UCI_N4/aol/runs/statlog-australian-credit/fold_3/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.6893203883495146, + "test_acc": 0.6698795180722892, + "train_size": 172, + "val_size": 103, + "test_size": 415, + "stats": { + "mean": [ + [ + -0.1213828103255814, + -0.06661143598837206, + 0.001801104651162605, + 0.1309130523255815, + 0.11044239534883706, + -0.028884297790697674, + 0.10482454651162802, + 0.09939604651162864, + -0.012912282558139528, + -0.12559799999999988, + 0.023629854651162924, + 0.0062312962406976735, + 0.17098330383720955, + 0.12242860465116306 + ] + ], + "std": [ + [ + 0.928604583415627, + 0.9683009241515906, + 1.0138252442857156, + 0.9530281481075065, + 0.9511816420159422, + 0.9323161262752426, + 0.9888538720631012, + 1.0088469910217654, + 0.7964967613394043, + 0.9806129187696861, + 0.964831290983948, + 0.838672394350281, + 1.7526808412132595, + 1.0053240290706722 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 2102, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-german-credit/fold_0/result.json b/UCI_N4/aol/runs/statlog-german-credit/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..86abab865bc761d6f3fea1701964a1bbde34bfe4 --- /dev/null +++ b/UCI_N4/aol/runs/statlog-german-credit/fold_0/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 32, + "best_val_acc": 0.7222222222222222, + "test_acc": 0.7491749174917491, + "train_size": 250, + "val_size": 144, + "test_size": 606, + "stats": { + "mean": [ + [ + 0.008747452000000005, + 0.11021018984000003, + 0.06555079600000023, + 0.10154820480000003, + -0.010759709999999997, + -0.02979250000000003, + 0.08191152000000003, + 0.013589535999999907, + 0.08188774399999998, + -0.06417329279999998, + 0.041099871999999926, + 0.0640540519999999, + 0.02485610000000021, + 0.057033071999999865, + 0.037065583999999575, + -0.014164548000000032, + 0.003288288000000005, + -0.09291863999999964, + 0.055446887999999986, + 0.033893919999999966, + -0.019884256, + -0.06814002399999995, + 0.019990000000000167, + 0.004141975999999968 + ] + ], + "std": [ + [ + 1.003978613784907, + 1.1209135794421377, + 1.0561299223802987, + 1.0960852648064718, + 1.0015570603843653, + 1.0186243811552194, + 0.9706722294277974, + 0.9826945821214509, + 0.9667757761368231, + 0.9930707850493405, + 0.9574267666614031, + 1.0136622966442341, + 1.022617820769464, + 1.0089854337740911, + 1.0859859373554877, + 0.9904599650540205, + 1.0037797010309435, + 1.118329779782364, + 1.1191480919785946, + 1.026929516139364, + 1.008621805841551, + 0.7419439487110271, + 1.014184725481508, + 0.9983740501128531 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 2, + "depth": 4, + "padding": 48, + "parameters": 6002, + "cert_evals": { + "36": 0.6122112274169922, + "72": 0.46039605140686035, + "108": 0.29207921028137207, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-german-credit/fold_1/result.json b/UCI_N4/aol/runs/statlog-german-credit/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5ef23a227a546f59d4f001b24c5387699918c6bf --- /dev/null +++ b/UCI_N4/aol/runs/statlog-german-credit/fold_1/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 35, + "best_val_acc": 0.703030303030303, + "test_acc": 0.7230769230769231, + "train_size": 250, + "val_size": 165, + "test_size": 585, + "stats": { + "mean": [ + [ + -0.11847553600000008, + 0.036239413119999966, + 0.02862046800000001, + -0.09383200439999995, + 0.060125340400000005, + 0.15559079999999997, + -0.014122872000000066, + 0.03171004799999993, + -0.020949231999999995, + 0.024086774399999983, + 0.035430963999999704, + 0.03635581599999994, + 0.01380900000000019, + -0.02444276800000006, + 0.015885439999999883, + -0.04249425600000005, + 0.0032882880000000194, + -0.05162157599999978, + -0.045364992, + -0.03910935999999991, + 0.02430596400000002, + -0.06814002399999995, + -0.009994999999999971, + 0.03726506400000005 + ] + ], + "std": [ + [ + 0.9921196542418786, + 0.9839775335987256, + 0.9719344651930834, + 0.8219136288585911, + 1.0283437624856175, + 0.935161859470199, + 1.0304888406780581, + 0.969745031693504, + 1.0144787229611012, + 0.9607218147860226, + 0.9757296988321245, + 0.9986987034773843, + 1.0124834391949327, + 0.99440586812025, + 1.0376109095734123, + 0.9715066082685968, + 1.003779701030944, + 1.0681499773760452, + 0.8871445440000011, + 0.9654046905991231, + 0.9876884886364683, + 0.741943948711028, + 0.9919250708722922, + 0.9887116931453116 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 2, + "depth": 4, + "padding": 48, + "parameters": 6002, + "cert_evals": { + "36": 0.5948718190193176, + "72": 0.494017094373703, + "108": 0.37948718667030334, + "255": 0.056410256773233414 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-german-credit/fold_2/result.json b/UCI_N4/aol/runs/statlog-german-credit/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..073fabfe53c1fc4a681cbb43f117d4631da73d93 --- /dev/null +++ b/UCI_N4/aol/runs/statlog-german-credit/fold_2/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.7814569536423841, + "test_acc": 0.7262103505843072, + "train_size": 250, + "val_size": 151, + "test_size": 599, + "stats": { + "mean": [ + [ + -0.007155444000000004, + -0.02280468616000002, + -0.000923963999999978, + -0.005769232000000004, + 0.027214445999999993, + -0.033102900000000046, + -0.08756082399999997, + -0.008155120000000118, + -0.043801872000000026, + -0.036042587200000024, + -0.06660962000000034, + -0.012116240000000006, + 0.03590320000000018, + 0.03259031999999998, + 0.015885439999999754, + 0.014165159999999979, + -0.009864799999999998, + 0.044738240000000214, + -0.025202616000000018, + -0.02868032000000009, + 0.015467920000000017, + -0.013628039999999968, + -0.019989999999999956, + 0.04554583600000004 + ] + ], + "std": [ + [ + 0.9999148002086538, + 1.0148356615854706, + 0.9944072856585561, + 1.035717095952802, + 1.0170037494400637, + 0.9881689707602084, + 0.9574315744991436, + 0.9962604301494323, + 1.0106965591920622, + 0.938266029045709, + 1.046848672784522, + 1.0034643812466981, + 1.0325345627288987, + 1.0053273490207943, + 1.0376109095734132, + 1.0082616972439922, + 0.9864816, + 0.9336343846074779, + 0.9390127419470407, + 0.974766613507818, + 0.9920679785169961, + 0.9539597199999994, + 0.9841903486622879, + 0.9861074856695757 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 2, + "depth": 4, + "padding": 48, + "parameters": 6002, + "cert_evals": { + "36": 0.644407331943512, + "72": 0.5509181618690491, + "108": 0.4524206817150116, + "255": 0.09682804346084595 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-german-credit/fold_3/result.json b/UCI_N4/aol/runs/statlog-german-credit/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..082c325629ebedfe891e70de7f2ed8f3ae4feb69 --- /dev/null +++ b/UCI_N4/aol/runs/statlog-german-credit/fold_3/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 13, + "best_val_acc": 0.7733333333333333, + "test_acc": 0.7083333333333334, + "train_size": 250, + "val_size": 150, + "test_size": 600, + "stats": { + "mean": [ + [ + -0.07712802800000004, + 0.035575906559999905, + 0.03600647600000002, + 0.06969280920000001, + -0.07151825079999988, + 1.2599999999729494e-06, + 0.09320968800000004, + -0.008155136000000117, + -0.047610556000000026, + -0.07366734000000005, + 0.04676877999999975, + -0.0398143480000001, + 0.013809000000000111, + -0.024442767999999993, + 0.0794258719999996, + -0.023607784000000107, + -0.036170976, + -0.02409019999999976, + 0.11593401599999997, + 0.06518104000000009, + 0.006629876000000042, + -0.013628039999999942, + 0.03998, + -0.028981112000000014 + ] + ], + "std": [ + [ + 0.9961848281424827, + 1.0357494337664712, + 0.9956407453516892, + 1.0641268992559583, + 0.9722690935335091, + 0.9495990606515547, + 0.9583641989375432, + 1.0028304935144103, + 0.9697124254270231, + 0.9284015893774715, + 0.9387328207858588, + 0.9103631774518237, + 1.0124834391949329, + 0.9944058681202499, + 1.1756410923708531, + 0.9842733398970128, + 0.9503959399474098, + 1.032426600000002, + 1.233700183972741, + 1.0506449065402248, + 0.9963498257987028, + 0.9539597199999992, + 1.028271299122951, + 1.0068547054058516 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 2, + "depth": 4, + "padding": 48, + "parameters": 6002, + "cert_evals": { + "36": 0.3816666901111603, + "72": 0.10000000149011612, + "108": 0.004999999888241291, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-heart/fold_0/result.json b/UCI_N4/aol/runs/statlog-heart/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3c61a519a3ed24d09db26ec51888b638cb5fe817 --- /dev/null +++ b/UCI_N4/aol/runs/statlog-heart/fold_0/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 45, + "best_val_acc": 0.8157894736842105, + "test_acc": 0.8, + "train_size": 67, + "val_size": 38, + "test_size": 165, + "stats": { + "mean": [ + [ + -0.08198015373134328, + -0.20437704477611945, + 0.14667940298507465, + -0.10702356567164191, + 0.12296643701492538, + 0.0031060895522387424, + 0.1721716417910448, + 0.05256702985074625, + -0.09777528358208952, + -0.07363618358208954, + 0.14071911940298493, + -0.06190307462686559, + 0.07189410447761192 + ] + ], + "std": [ + [ + 0.9602755621241335, + 1.0534397591881424, + 0.965842016381191, + 0.8781181021048233, + 1.1908161716364944, + 1.0012132661304654, + 0.983067488143195, + 0.9410627873975389, + 0.9570769609540178, + 0.878212234528083, + 0.8616316071032667, + 0.9849557990787127, + 0.9977403560745624 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 2, + "depth": 4, + "padding": 26, + "parameters": 1822, + "cert_evals": { + "36": 0.5999999642372131, + "72": 0.20606060326099396, + "108": 0.072727270424366, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-heart/fold_1/result.json b/UCI_N4/aol/runs/statlog-heart/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5135de9a5fa1d21f9cfa0a19cb06d01ea40bf232 --- /dev/null +++ b/UCI_N4/aol/runs/statlog-heart/fold_1/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.803921568627451, + "test_acc": 0.6973684210526315, + "train_size": 67, + "val_size": 51, + "test_size": 152, + "stats": { + "mean": [ + [ + 0.10317251194029849, + -0.04498435820895522, + -0.10467137313432831, + 0.12694810597014922, + 0.17465611791044777, + 0.25472334328358204, + 0.08243026865671647, + -0.11108194776119398, + -0.002699328358208915, + -0.025414538805970124, + -0.05362482089552247, + 0.1120346268656717, + -0.13575953731343274 + ] + ], + "std": [ + [ + 0.933803946437699, + 1.0141183535164209, + 1.0495962756290413, + 0.9673366402230045, + 0.8198187755507609, + 1.1979377392725967, + 0.9966276802719692, + 1.0695932382111324, + 0.997165030870351, + 0.9974922014552127, + 0.9446202495075935, + 1.110709570807387, + 0.9882692368647951 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 2, + "depth": 4, + "padding": 26, + "parameters": 1822, + "cert_evals": { + "36": 0.29605263471603394, + "72": 0.032894738018512726, + "108": 0.00657894741743803, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-heart/fold_2/result.json b/UCI_N4/aol/runs/statlog-heart/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5956db783c84b5c6124e6c2795b68e8a9c1cff60 --- /dev/null +++ b/UCI_N4/aol/runs/statlog-heart/fold_2/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5869565217391305, + "test_acc": 0.5477707006369427, + "train_size": 67, + "val_size": 46, + "test_size": 157, + "stats": { + "mean": [ + [ + 0.13594266119402976, + -0.14061997014925387, + 0.06813225373134335, + -0.08696855671641794, + 0.03171528507462684, + 0.04504229850746271, + 0.18712851940298503, + 0.03130544776119405, + 0.09237662686567168, + -0.06451316865671636, + 0.019254119402985, + 0.08040952238805975, + -0.15114120895522393 + ] + ], + "std": [ + [ + 0.8711281879382763, + 1.040823259043546, + 0.9637958388354753, + 0.9133876556024206, + 0.9725134126319966, + 1.040829334168815, + 0.9723132590478262, + 0.9630003579670339, + 1.0269376874323441, + 0.8130127152575585, + 0.8919207037488958, + 1.0082879636602924, + 0.9714271921263085 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 2, + "depth": 4, + "padding": 26, + "parameters": 1822, + "cert_evals": { + "36": 0.47770702838897705, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-heart/fold_3/result.json b/UCI_N4/aol/runs/statlog-heart/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4ddd07b805a37c37e7d32c311b081a2fccd037df --- /dev/null +++ b/UCI_N4/aol/runs/statlog-heart/fold_3/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 52, + "best_val_acc": 0.825, + "test_acc": 0.7668711656441718, + "train_size": 67, + "val_size": 40, + "test_size": 163, + "stats": { + "mean": [ + [ + 0.08678730746268656, + -0.14061997014925384, + 0.03671347761194034, + 0.07263314626865668, + -0.06617695701492539, + 0.17085092537313418, + 0.08243026865671643, + -0.04536504626865671, + -0.03439131343283579, + -0.07884894179104476, + -0.029331820895522515, + 0.15947211940298509, + -0.0511598059701492 + ] + ], + "std": [ + [ + 0.9010573312665855, + 1.0408232590435458, + 1.0531172362720425, + 0.9118585344964205, + 0.9359858544688878, + 1.1423287841859981, + 0.9966276802719692, + 1.0086415816105951, + 0.9850040267731803, + 0.9462659856917733, + 0.9421179375671704, + 1.0971195664680449, + 0.9795524388118361 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 2, + "depth": 4, + "padding": 26, + "parameters": 1822, + "cert_evals": { + "36": 0.19018404185771942, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-image/fold_0/result.json b/UCI_N4/aol/runs/statlog-image/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ea01aae16dbcbd7f0c13195f8574172586349b3c --- /dev/null +++ b/UCI_N4/aol/runs/statlog-image/fold_0/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 67, + "best_val_acc": 0.8756906077348067, + "test_acc": 0.8599562363238512, + "train_size": 577, + "val_size": 362, + "test_size": 1371, + "stats": { + "mean": [ + [ + 0.05277729462738304, + -0.026856590034661988, + -0.04045374350086678, + 0.035925407279029424, + 0.012791040953206106, + -0.02749923800693239, + 0.026879459393414143, + 0.003427681455805914, + -0.003979492894280729, + -0.0036277449220103795, + -0.004736499878682832, + -0.003368361143847496, + 0.0064276489428076265, + -0.008315490103986137, + 0.007643567209705356, + -0.0043468179896013785, + 0.0004630635528596608, + -0.0013222841941074428 + ] + ], + "std": [ + [ + 1.0182285353798557, + 0.9851787517694358, + 0.9390514410011299, + 1.0719805534061642, + 1.0253303532403122, + 0.7168098920649388, + 1.0463467417069485, + 1.0739156275157598, + 0.9846461541428279, + 0.986758186324584, + 0.9813280135807977, + 0.9874022073254759, + 0.9931538939642666, + 0.9774222979865599, + 0.9945730722498334, + 0.98084516278497, + 0.9787696627538863, + 1.0056912001088976 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 7, + "depth": 4, + "padding": 36, + "parameters": 3607, + "cert_evals": { + "36": 0.7972283363342285, + "72": 0.6987600326538086, + "108": 0.5886214375495911, + "255": 0.28446391224861145 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-image/fold_1/result.json b/UCI_N4/aol/runs/statlog-image/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3cb97bd30e31bbee6a5570321a9451fc49deb521 --- /dev/null +++ b/UCI_N4/aol/runs/statlog-image/fold_1/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 92, + "best_val_acc": 0.8955696202531646, + "test_acc": 0.884968242766408, + "train_size": 577, + "val_size": 316, + "test_size": 1417, + "stats": { + "mean": [ + [ + -0.00805977642980937, + -0.018866870935875215, + 0.031481733102252704, + -0.043535077989602024, + 0.004621514436741676, + 0.01480505808492205, + -0.014060085823223602, + -0.02213133720970536, + 0.002966329462738305, + 0.0030170756499133438, + 0.002753383032928949, + 0.0031395960138648014, + -0.0019510392547660267, + 0.0010119288561525432, + 0.0002420222010398325, + 0.0026207177123050403, + -0.00027903677296360597, + -0.004136256395147322 + ] + ], + "std": [ + [ + 0.9953843774509928, + 1.0074852374270842, + 1.0783606982862584, + 0.9028473634226395, + 1.0693480635548707, + 1.0940228399134122, + 0.8711465724120171, + 0.502597420466186, + 1.006613669140276, + 1.0050554458942274, + 1.0062103872564798, + 1.0073657656318686, + 0.9940821219426057, + 0.9803990682446567, + 0.9797804248563735, + 1.0060668347936674, + 0.9852523228665813, + 0.9927198570183016 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 7, + "depth": 4, + "padding": 36, + "parameters": 3607, + "cert_evals": { + "36": 0.8348624110221863, + "72": 0.7628793120384216, + "108": 0.6810162663459778, + "255": 0.2921665608882904 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-image/fold_2/result.json b/UCI_N4/aol/runs/statlog-image/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..709a8282b22d4bc7bc0a33bee72d2c915e7365ba --- /dev/null +++ b/UCI_N4/aol/runs/statlog-image/fold_2/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 29, + "best_val_acc": 0.8488063660477454, + "test_acc": 0.8517699115044248, + "train_size": 577, + "val_size": 377, + "test_size": 1356, + "stats": { + "mean": [ + [ + 0.05914366984402079, + 0.022316960745233937, + 0.06025597920277344, + 0.004141213171577218, + 0.06498358975736578, + -0.007717641698440197, + 0.003916004280762564, + -0.024700628942807636, + -0.011757545424610043, + -0.012553493500866587, + -0.011469935798960128, + -0.011205641403812857, + 0.0023379489774696394, + -0.007725091837088372, + 0.010744232443674168, + -0.011220052305025987, + -0.013785179953206241, + 0.003924050017330997 + ] + ], + "std": [ + [ + 1.024154455792897, + 0.9811663585132518, + 1.0550539991337744, + 1.0439910345858283, + 1.1416502363087357, + 0.8904529955722684, + 1.0841860242487946, + 0.7205096411504827, + 0.9892628189620303, + 0.9876451169861917, + 0.9910594913771583, + 0.9889085818803738, + 1.0052016942584325, + 1.0015543969928375, + 1.001939370908761, + 0.9907018248984832, + 0.9753060190971025, + 0.9976064937693578 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 7, + "depth": 4, + "padding": 36, + "parameters": 3607, + "cert_evals": { + "36": 0.7418879270553589, + "72": 0.5582596063613892, + "108": 0.39454278349876404, + "255": 0.2706489562988281 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-image/fold_3/result.json b/UCI_N4/aol/runs/statlog-image/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c612536313750336f2c92ba6350b5911d7f5b11f --- /dev/null +++ b/UCI_N4/aol/runs/statlog-image/fold_3/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 59, + "best_val_acc": 0.8779761904761905, + "test_acc": 0.8668575518969219, + "train_size": 577, + "val_size": 336, + "test_size": 1397, + "stats": { + "mean": [ + [ + -0.004805442807625656, + 0.03371339715771235, + 0.02189034662045027, + 0.035925407279029334, + 0.0042291054419410475, + 0.03768918716984402, + 0.012717266897746975, + 0.03924694882149047, + 0.00528661488734836, + 0.005418960658578841, + 0.0062262528249566835, + 0.0039763388388214865, + -0.003098130467937617, + 0.010604977712305036, + -0.01486111181975736, + 0.007219200675909865, + 0.014029051389948003, + 0.01013749448873485 + ] + ], + "std": [ + [ + 1.008276364629133, + 1.010568100241832, + 1.0315325534295983, + 1.1379229784648968, + 0.9804535280460098, + 1.2556130480825498, + 1.057279793514591, + 1.3153187531590647, + 1.004023150383831, + 1.004919767936061, + 1.0036256590527597, + 1.0041255432995537, + 1.0046162783500956, + 1.0114881398893187, + 1.0145020055917877, + 1.0028701935817135, + 1.0098377455026906, + 0.990416131086278 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 7, + "depth": 4, + "padding": 36, + "parameters": 3607, + "cert_evals": { + "36": 0.8038654327392578, + "72": 0.707229733467102, + "108": 0.5926986336708069, + "255": 0.27559053897857666 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-landsat/fold_0/result.json b/UCI_N4/aol/runs/statlog-landsat/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..09e0cc0fdf4ed664015806c04efe478491d92ddf --- /dev/null +++ b/UCI_N4/aol/runs/statlog-landsat/fold_0/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.8392461197339246, + "test_acc": 0.8380979337673365, + "train_size": 2000, + "val_size": 902, + "test_size": 3533, + "stats": { + "mean": [ + [ + -6.934999915808593e-08, + 2.3328000050659715e-07, + -1.1755000014720962e-07, + 4.1650000113531425e-08, + 2.974999921856458e-08, + 4.0644999990996356e-07, + -1.644000001917445e-07, + -1.413499999420309e-07, + -8.425000072870282e-08, + -1.3005000039911785e-07, + 2.7175000002155337e-07, + 1.0295000034876712e-07, + 1.0184999964849006e-07, + 6.443749997200598e-07, + -1.6854999985216335e-07, + 3.127500005414563e-07, + 1.409999956569763e-08, + 1.658500001333052e-07, + -1.2499999977327868e-07, + -5.844999979326415e-08, + 2.847999998976669e-07, + 3.69650000320354e-07, + -2.5099999955369155e-08, + -7.789999963525585e-08, + 2.7900000419078807e-08, + 1.6560000010702563e-07, + -6.818499998652027e-07, + 5.085000043508758e-08, + -2.546000000173132e-07, + 1.6649999925254233e-08, + -5.505499998159635e-07, + -2.0430000036758546e-07, + 6.48000004858651e-08, + 1.6479999976863612e-07, + 1.1045000017417816e-07, + -5.730000016734849e-08 + ] + ], + "std": [ + [ + 0.9997504252780416, + 0.9997504353750883, + 0.9997503864088414, + 0.9997498292458762, + 0.999750452450114, + 0.9997515833752775, + 0.9997498884010328, + 0.9997500268501014, + 0.9997502639520248, + 0.9997509350029689, + 0.9997501055034534, + 0.9997499174689204, + 0.9997496455953512, + 0.9997496576620629, + 0.999749738590197, + 0.9997497575751876, + 0.9997501294203239, + 0.9997495457673908, + 0.999749811725968, + 0.9997499464044513, + 0.9997498084183996, + 0.9997501411837695, + 0.9997498091480883, + 0.9997501130822933, + 0.9997499551918837, + 0.9997500274473032, + 0.999750691794593, + 0.9997498389478997, + 0.9997497286241793, + 0.9997505072133269, + 0.9997503342441044, + 0.9997498754279657, + 0.9997500420188261, + 0.9997503240021074, + 0.9997501539041043, + 0.9997498636945846 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 6, + "depth": 4, + "padding": 72, + "parameters": 13614, + "cert_evals": { + "36": 0.803849458694458, + "72": 0.7724313735961914, + "108": 0.7313897609710693, + "255": 0.49023494124412537 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-landsat/fold_1/result.json b/UCI_N4/aol/runs/statlog-landsat/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..906641be9f459a5be67c8caea596b620342397c1 --- /dev/null +++ b/UCI_N4/aol/runs/statlog-landsat/fold_1/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 22, + "best_val_acc": 0.8510869565217392, + "test_acc": 0.8352773826458036, + "train_size": 2000, + "val_size": 920, + "test_size": 3515, + "stats": { + "mean": [ + [ + -6.934999915808593e-08, + 2.3328000050659715e-07, + -1.1755000014720962e-07, + 4.1650000113531425e-08, + 2.974999921856458e-08, + 4.0644999990996356e-07, + -1.644000001917445e-07, + -1.413499999420309e-07, + -8.425000072870282e-08, + -1.3005000039911785e-07, + 2.7175000002155337e-07, + 1.0295000034876712e-07, + 1.0184999964849006e-07, + 6.443749997200598e-07, + -1.6854999985216335e-07, + 3.127500005414563e-07, + 1.409999956569763e-08, + 1.658500001333052e-07, + -1.2499999977327868e-07, + -5.844999979326415e-08, + 2.847999998976669e-07, + 3.69650000320354e-07, + -2.5099999955369155e-08, + -7.789999963525585e-08, + 2.7900000419078807e-08, + 1.6560000010702563e-07, + -6.818499998652027e-07, + 5.085000043508758e-08, + -2.546000000173132e-07, + 1.6649999925254233e-08, + -5.505499998159635e-07, + -2.0430000036758546e-07, + 6.48000004858651e-08, + 1.6479999976863612e-07, + 1.1045000017417816e-07, + -5.730000016734849e-08 + ] + ], + "std": [ + [ + 0.9997504252780416, + 0.9997504353750883, + 0.9997503864088414, + 0.9997498292458762, + 0.999750452450114, + 0.9997515833752775, + 0.9997498884010328, + 0.9997500268501014, + 0.9997502639520248, + 0.9997509350029689, + 0.9997501055034534, + 0.9997499174689204, + 0.9997496455953512, + 0.9997496576620629, + 0.999749738590197, + 0.9997497575751876, + 0.9997501294203239, + 0.9997495457673908, + 0.999749811725968, + 0.9997499464044513, + 0.9997498084183996, + 0.9997501411837695, + 0.9997498091480883, + 0.9997501130822933, + 0.9997499551918837, + 0.9997500274473032, + 0.999750691794593, + 0.9997498389478997, + 0.9997497286241793, + 0.9997505072133269, + 0.9997503342441044, + 0.9997498754279657, + 0.9997500420188261, + 0.9997503240021074, + 0.9997501539041043, + 0.9997498636945846 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 6, + "depth": 4, + "padding": 72, + "parameters": 13614, + "cert_evals": { + "36": 0.8085349202156067, + "72": 0.7755334973335266, + "108": 0.74139404296875, + "255": 0.5172119736671448 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-landsat/fold_2/result.json b/UCI_N4/aol/runs/statlog-landsat/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f776a5d206c8dc41a9c4a1bf811ffebe70720591 --- /dev/null +++ b/UCI_N4/aol/runs/statlog-landsat/fold_2/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 49, + "best_val_acc": 0.8552774755168662, + "test_acc": 0.8438566552901023, + "train_size": 2000, + "val_size": 919, + "test_size": 3516, + "stats": { + "mean": [ + [ + -6.934999915808593e-08, + 2.3328000050659715e-07, + -1.1755000014720962e-07, + 4.1650000113531425e-08, + 2.974999921856458e-08, + 4.0644999990996356e-07, + -1.644000001917445e-07, + -1.413499999420309e-07, + -8.425000072870282e-08, + -1.3005000039911785e-07, + 2.7175000002155337e-07, + 1.0295000034876712e-07, + 1.0184999964849006e-07, + 6.443749997200598e-07, + -1.6854999985216335e-07, + 3.127500005414563e-07, + 1.409999956569763e-08, + 1.658500001333052e-07, + -1.2499999977327868e-07, + -5.844999979326415e-08, + 2.847999998976669e-07, + 3.69650000320354e-07, + -2.5099999955369155e-08, + -7.789999963525585e-08, + 2.7900000419078807e-08, + 1.6560000010702563e-07, + -6.818499998652027e-07, + 5.085000043508758e-08, + -2.546000000173132e-07, + 1.6649999925254233e-08, + -5.505499998159635e-07, + -2.0430000036758546e-07, + 6.48000004858651e-08, + 1.6479999976863612e-07, + 1.1045000017417816e-07, + -5.730000016734849e-08 + ] + ], + "std": [ + [ + 0.9997504252780416, + 0.9997504353750883, + 0.9997503864088414, + 0.9997498292458762, + 0.999750452450114, + 0.9997515833752775, + 0.9997498884010328, + 0.9997500268501014, + 0.9997502639520248, + 0.9997509350029689, + 0.9997501055034534, + 0.9997499174689204, + 0.9997496455953512, + 0.9997496576620629, + 0.999749738590197, + 0.9997497575751876, + 0.9997501294203239, + 0.9997495457673908, + 0.999749811725968, + 0.9997499464044513, + 0.9997498084183996, + 0.9997501411837695, + 0.9997498091480883, + 0.9997501130822933, + 0.9997499551918837, + 0.9997500274473032, + 0.999750691794593, + 0.9997498389478997, + 0.9997497286241793, + 0.9997505072133269, + 0.9997503342441044, + 0.9997498754279657, + 0.9997500420188261, + 0.9997503240021074, + 0.9997501539041043, + 0.9997498636945846 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 6, + "depth": 4, + "padding": 72, + "parameters": 13614, + "cert_evals": { + "36": 0.8188281655311584, + "72": 0.7886803150177002, + "108": 0.7474402785301208, + "255": 0.532423198223114 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-landsat/fold_3/result.json b/UCI_N4/aol/runs/statlog-landsat/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f321d5d6c0f34e3e2a5aca9dc38767aaf47a105f --- /dev/null +++ b/UCI_N4/aol/runs/statlog-landsat/fold_3/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 77, + "best_val_acc": 0.8307522123893806, + "test_acc": 0.8524497309544039, + "train_size": 2000, + "val_size": 904, + "test_size": 3531, + "stats": { + "mean": [ + [ + -6.934999915808593e-08, + 2.3328000050659715e-07, + -1.1755000014720962e-07, + 4.1650000113531425e-08, + 2.974999921856458e-08, + 4.0644999990996356e-07, + -1.644000001917445e-07, + -1.413499999420309e-07, + -8.425000072870282e-08, + -1.3005000039911785e-07, + 2.7175000002155337e-07, + 1.0295000034876712e-07, + 1.0184999964849006e-07, + 6.443749997200598e-07, + -1.6854999985216335e-07, + 3.127500005414563e-07, + 1.409999956569763e-08, + 1.658500001333052e-07, + -1.2499999977327868e-07, + -5.844999979326415e-08, + 2.847999998976669e-07, + 3.69650000320354e-07, + -2.5099999955369155e-08, + -7.789999963525585e-08, + 2.7900000419078807e-08, + 1.6560000010702563e-07, + -6.818499998652027e-07, + 5.085000043508758e-08, + -2.546000000173132e-07, + 1.6649999925254233e-08, + -5.505499998159635e-07, + -2.0430000036758546e-07, + 6.48000004858651e-08, + 1.6479999976863612e-07, + 1.1045000017417816e-07, + -5.730000016734849e-08 + ] + ], + "std": [ + [ + 0.9997504252780416, + 0.9997504353750883, + 0.9997503864088414, + 0.9997498292458762, + 0.999750452450114, + 0.9997515833752775, + 0.9997498884010328, + 0.9997500268501014, + 0.9997502639520248, + 0.9997509350029689, + 0.9997501055034534, + 0.9997499174689204, + 0.9997496455953512, + 0.9997496576620629, + 0.999749738590197, + 0.9997497575751876, + 0.9997501294203239, + 0.9997495457673908, + 0.999749811725968, + 0.9997499464044513, + 0.9997498084183996, + 0.9997501411837695, + 0.9997498091480883, + 0.9997501130822933, + 0.9997499551918837, + 0.9997500274473032, + 0.999750691794593, + 0.9997498389478997, + 0.9997497286241793, + 0.9997505072133269, + 0.9997503342441044, + 0.9997498754279657, + 0.9997500420188261, + 0.9997503240021074, + 0.9997501539041043, + 0.9997498636945846 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 6, + "depth": 4, + "padding": 72, + "parameters": 13614, + "cert_evals": { + "36": 0.8263947367668152, + "72": 0.7918436527252197, + "108": 0.7587085366249084, + "255": 0.5349758863449097 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-shuttle/fold_0/result.json b/UCI_N4/aol/runs/statlog-shuttle/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..cc8647cf7246cc0b5ad7dc0e86ee52082b690025 --- /dev/null +++ b/UCI_N4/aol/runs/statlog-shuttle/fold_0/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 4, + "best_val_acc": 0.9277410531114657, + "test_acc": 0.9245522087196913, + "train_size": 14500, + "val_size": 8774, + "test_size": 34726, + "stats": { + "mean": [ + [ + 1.2510344720706063e-08, + -4.003449266179364e-09, + -2.8330344823007095e-07, + 2.2496552349729375e-08, + 4.917241296073994e-09, + -3.906206872704791e-09, + -2.4448276142207472e-08, + 8.781379274356982e-09, + 1.222586207623664e-07 + ] + ], + "std": [ + [ + 0.9999654436530625, + 0.9999653004098481, + 0.9999654876854136, + 0.9999670453911623, + 0.9999655862280178, + 0.9999655271700041, + 0.9999659054814384, + 0.9999654302872448, + 0.9999654402261486 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 7, + "depth": 4, + "padding": 18, + "parameters": 997, + "cert_evals": { + "36": 0.06047341972589493, + "72": 0.05557795241475105, + "108": 0.05554915592074394, + "255": 0.04313770681619644 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-shuttle/fold_1/result.json b/UCI_N4/aol/runs/statlog-shuttle/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d8d18c5efa93e77908c803dd66e159f01fa8353e --- /dev/null +++ b/UCI_N4/aol/runs/statlog-shuttle/fold_1/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.8295028142589118, + "test_acc": 0.8387853139654581, + "train_size": 14500, + "val_size": 8528, + "test_size": 34972, + "stats": { + "mean": [ + [ + 1.2510344720706063e-08, + -4.003449266179364e-09, + -2.8330344823007095e-07, + 2.2496552349729375e-08, + 4.917241296073994e-09, + -3.906206872704791e-09, + -2.4448276142207472e-08, + 8.781379274356982e-09, + 1.222586207623664e-07 + ] + ], + "std": [ + [ + 0.9999654436530625, + 0.9999653004098481, + 0.9999654876854136, + 0.9999670453911623, + 0.9999655862280178, + 0.9999655271700041, + 0.9999659054814384, + 0.9999654302872448, + 0.9999654402261486 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 7, + "depth": 4, + "padding": 18, + "parameters": 997, + "cert_evals": { + "36": 0.7995253205299377, + "72": 0.7398776412010193, + "108": 0.6097163558006287, + "255": 0.04163330793380737 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-shuttle/fold_2/result.json b/UCI_N4/aol/runs/statlog-shuttle/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c35356715431060bb8ba218d6684562959b357a2 --- /dev/null +++ b/UCI_N4/aol/runs/statlog-shuttle/fold_2/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 21, + "best_val_acc": 0.8636678200692042, + "test_acc": 0.8572782084409991, + "train_size": 14500, + "val_size": 8670, + "test_size": 34830, + "stats": { + "mean": [ + [ + 1.2510344720706063e-08, + -4.003449266179364e-09, + -2.8330344823007095e-07, + 2.2496552349729375e-08, + 4.917241296073994e-09, + -3.906206872704791e-09, + -2.4448276142207472e-08, + 8.781379274356982e-09, + 1.222586207623664e-07 + ] + ], + "std": [ + [ + 0.9999654436530625, + 0.9999653004098481, + 0.9999654876854136, + 0.9999670453911623, + 0.9999655862280178, + 0.9999655271700041, + 0.9999659054814384, + 0.9999654302872448, + 0.9999654402261486 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 7, + "depth": 4, + "padding": 18, + "parameters": 997, + "cert_evals": { + "36": 0.7844099998474121, + "72": 0.6723801493644714, + "108": 0.5173413753509521, + "255": 0.03964972868561745 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-shuttle/fold_3/result.json b/UCI_N4/aol/runs/statlog-shuttle/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..398f4ec901797f7881469a4d9d947c17fa4d82bf --- /dev/null +++ b/UCI_N4/aol/runs/statlog-shuttle/fold_3/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.7959734563041277, + "test_acc": 0.795602299979774, + "train_size": 14500, + "val_size": 8891, + "test_size": 34609, + "stats": { + "mean": [ + [ + 1.2510344720706063e-08, + -4.003449266179364e-09, + -2.8330344823007095e-07, + 2.2496552349729375e-08, + 4.917241296073994e-09, + -3.906206872704791e-09, + -2.4448276142207472e-08, + 8.781379274356982e-09, + 1.222586207623664e-07 + ] + ], + "std": [ + [ + 0.9999654436530625, + 0.9999653004098481, + 0.9999654876854136, + 0.9999670453911623, + 0.9999655862280178, + 0.9999655271700041, + 0.9999659054814384, + 0.9999654302872448, + 0.9999654402261486 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 7, + "depth": 4, + "padding": 18, + "parameters": 997, + "cert_evals": { + "36": 0.041434306651353836, + "72": 0.04091421142220497, + "108": 0.024704555049538612, + "255": 2.8894217393826693e-05 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-vehicle/fold_0/result.json b/UCI_N4/aol/runs/statlog-vehicle/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7a382d5822bf296f9533bb6f9e9fa7a72962f6e7 --- /dev/null +++ b/UCI_N4/aol/runs/statlog-vehicle/fold_0/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 69, + "best_val_acc": 0.5619834710743802, + "test_acc": 0.556420233463035, + "train_size": 211, + "val_size": 121, + "test_size": 514, + "stats": { + "mean": [ + [ + -0.15146149526066363, + -0.10432839952606632, + -0.059711114691943054, + -0.10485173232227493, + -0.05972240473933653, + 0.023982654502369662, + -0.09937442175355453, + 0.0818855733649288, + -0.10596828436018967, + -0.11517251252132703, + -0.08347083222748818, + -0.1053934661943128, + -0.08422502947867287, + 0.06107363270142171, + -0.09882898767772512, + -0.031016796208530723, + -0.05365530142180105, + -0.07673026919431288 + ] + ], + "std": [ + [ + 0.9244006895318542, + 0.9269788321694366, + 0.9738611659537878, + 0.9392376060519674, + 0.9423236941745864, + 1.2031150582278034, + 0.9189159479510511, + 0.9554470489794712, + 0.9165422543676691, + 0.9419702932342265, + 0.899283407616931, + 0.9016819378903871, + 0.9169739004303826, + 1.0374334592683703, + 1.008232147929816, + 0.9709165003669759, + 0.9809690311814254, + 0.9851749395938914 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 4, + "depth": 4, + "padding": 36, + "parameters": 3496, + "cert_evals": { + "36": 0.42023345828056335, + "72": 0.2996108829975128, + "108": 0.20233462750911713, + "255": 0.009727626107633114 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-vehicle/fold_1/result.json b/UCI_N4/aol/runs/statlog-vehicle/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d97c03a17dcce28520b73d839b3f29d01d165cda --- /dev/null +++ b/UCI_N4/aol/runs/statlog-vehicle/fold_1/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 46, + "best_val_acc": 0.6583333333333333, + "test_acc": 0.5864077669902913, + "train_size": 211, + "val_size": 120, + "test_size": 515, + "stats": { + "mean": [ + [ + -0.05707185829383899, + 0.01703814028436017, + -0.07233211819905201, + -0.08672841545023706, + -0.057319243601895775, + 0.03840272132701431, + -0.013982209905213271, + 0.02121443985781981, + -0.007237241706161201, + 0.0049784149421801165, + -0.014029810900473958, + -0.016262295578199085, + 0.0009614558767772847, + 0.11677855781990558, + 0.0023493535545024086, + -0.010852331753554503, + -0.10286354407582957, + -0.11368303744075818 + ] + ], + "std": [ + [ + 1.0402738933856586, + 0.9838455143238437, + 1.0190627316129826, + 1.0239103894741375, + 1.1508302480807033, + 1.1683856166359436, + 1.0055121275534542, + 0.9988185856887961, + 1.0147533040348673, + 0.9815814858424408, + 0.9995251885514925, + 1.0064285465555274, + 0.9637935338431834, + 1.1030605616237845, + 0.9937126714490084, + 0.995709949800922, + 1.0375518355312294, + 1.0614716810079152 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 4, + "depth": 4, + "padding": 36, + "parameters": 3496, + "cert_evals": { + "36": 0.3825242817401886, + "72": 0.2271844744682312, + "108": 0.1514563113451004, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-vehicle/fold_2/result.json b/UCI_N4/aol/runs/statlog-vehicle/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..65f01c6a08a99628f3fae0d40d4bbd938b60067e --- /dev/null +++ b/UCI_N4/aol/runs/statlog-vehicle/fold_2/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 55, + "best_val_acc": 0.6046511627906976, + "test_acc": 0.6403162055335968, + "train_size": 211, + "val_size": 129, + "test_size": 506, + "stats": { + "mean": [ + [ + -0.021963390047393307, + 0.015501836018957329, + 0.03765074758293839, + -0.033773345592417056, + -0.053714301421800954, + 0.025012608530805693, + 0.012391009146919438, + 0.0011931618483411932, + 0.003732862559241725, + -0.004163105436966835, + 0.014350785308056885, + 0.008870320853080559, + 0.03139527815165877, + 0.07120188767772496, + -0.007286610426540335, + 0.01621079620853081, + -0.11362760189573462, + -0.0754560952606636 + ] + ], + "std": [ + [ + 1.0013809830173679, + 0.9782519614775661, + 1.0067349356663802, + 0.9925585379225955, + 0.9656789538710515, + 1.079511023393183, + 1.0086208512176316, + 0.9976671958575583, + 1.0053473248040818, + 0.9749627707710302, + 1.0173842579149284, + 1.023042568770406, + 0.9834183626487213, + 1.0185730954327057, + 1.033273817278921, + 0.9965280678503624, + 0.9690108913489877, + 1.0258779208898805 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 4, + "depth": 4, + "padding": 36, + "parameters": 3496, + "cert_evals": { + "36": 0.46640318632125854, + "72": 0.3063241243362427, + "108": 0.22529645264148712, + "255": 0.015810277312994003 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/statlog-vehicle/fold_3/result.json b/UCI_N4/aol/runs/statlog-vehicle/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..43a840ada5fdc3839c41fc1035fa2596fc2182dd --- /dev/null +++ b/UCI_N4/aol/runs/statlog-vehicle/fold_3/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 51, + "best_val_acc": 0.5905511811023622, + "test_acc": 0.5531496062992126, + "train_size": 211, + "val_size": 127, + "test_size": 508, + "stats": { + "mean": [ + [ + 0.04652693270142183, + 0.020878930331753535, + 0.004595829952606676, + 0.050472680521327036, + 0.10850436966824639, + 0.11359419241706137, + 0.0035522710900474227, + -0.016401528483412357, + 0.0019045260663507124, + 0.02816009017251184, + 0.02038910379146921, + 0.003237731909952596, + 0.0162511691943128, + 0.05221142748815186, + 0.04571186824644554, + -0.08779599999999993, + -0.02366896398104278, + -0.04232626635071097 + ] + ], + "std": [ + [ + 1.0660694582459869, + 0.9954955740331093, + 1.0005918167210288, + 1.0225865249631643, + 1.1919100176742894, + 1.3676251093574603, + 0.9782612041335168, + 1.0070319475298821, + 0.9609306968438209, + 0.995608616420587, + 0.9856739612962143, + 0.9752124296736733, + 1.0143856365331891, + 1.0854963150619814, + 1.0148237536601927, + 0.9020045533947828, + 0.9646100732878, + 0.9403175219272142 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 4, + "depth": 4, + "padding": 36, + "parameters": 3496, + "cert_evals": { + "36": 0.3287401497364044, + "72": 0.13976377248764038, + "108": 0.011811023578047752, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/steel-plates/fold_0/result.json b/UCI_N4/aol/runs/steel-plates/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..39615843bf5487b3a988bce1d4df0d7e1ac2ee33 --- /dev/null +++ b/UCI_N4/aol/runs/steel-plates/fold_0/result.json @@ -0,0 +1,84 @@ +{ + "best_epoch": 98, + "best_val_acc": 0.6032786885245902, + "test_acc": 0.6107732406602954, + "train_size": 485, + "val_size": 305, + "test_size": 1151, + "stats": { + "mean": [ + [ + -0.033171420824742434, + -0.03487799787628848, + -0.025752341010309272, + -0.02575685641237119, + -0.013433178123711241, + -0.013203120387628779, + -0.01932132132144322, + -0.015286709072164926, + -0.03529740762886613, + -0.06188019999999985, + 0.029282459793814393, + 0.02461150515463966, + -0.02461150515463966, + 0.02680637649484613, + 0.05348254682474227, + 0.04729742422680411, + 0.037012766989690665, + -0.005113711814433202, + -0.04244604482474207, + 0.016299261237113144, + 0.02038411958762842, + 0.024304238721649656, + 0.01957637484536068, + 0.03119099608247441, + 0.008960876804329868, + -0.0667112558564948, + 0.03806582750515489 + ] + ], + "std": [ + [ + 0.9756894853975037, + 0.9770748287077284, + 0.928969513709341, + 0.9289613756914903, + 0.7271911461061646, + 0.6249440949513447, + 0.2710442676106522, + 0.8321078924444775, + 0.9681819508369377, + 0.9379050398893956, + 1.0059681125158686, + 1.004435542438173, + 1.004435542438173, + 1.0374639889594413, + 0.9990047126903454, + 0.9783238676858398, + 0.9859445483202275, + 0.9264109604441377, + 0.9798063758731859, + 0.9885797784975004, + 0.9993680933241289, + 0.9978320614999503, + 0.9928227904046222, + 0.9831836156202347, + 0.9769683973001587, + 0.9740787014301614, + 0.9975175191485853 + ] + ] + }, + "width": 128, + "in_features": 27, + "out_features": 7, + "depth": 4, + "padding": 54, + "parameters": 7837, + "cert_evals": { + "36": 0.5343180298805237, + "72": 0.4943527579307556, + "108": 0.44569939374923706, + "255": 0.27193745970726013 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/steel-plates/fold_1/result.json b/UCI_N4/aol/runs/steel-plates/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bbad1b6e67b7066201acf13b54cb7d39f1bed6e3 --- /dev/null +++ b/UCI_N4/aol/runs/steel-plates/fold_1/result.json @@ -0,0 +1,84 @@ +{ + "best_epoch": 82, + "best_val_acc": 0.6619718309859155, + "test_acc": 0.5921501706484642, + "train_size": 485, + "val_size": 284, + "test_size": 1172, + "stats": { + "mean": [ + [ + 0.03706820797938135, + 0.03657455558762895, + 0.014421525546391723, + 0.014414742845360836, + -0.04709934408247418, + -0.04852457241237108, + -0.033936195713195796, + -0.05171317672164952, + 0.013659632577319523, + -0.027462527628865894, + 0.006293505773195868, + 0.011990152577319948, + -0.011990152577319948, + -0.03296888268041301, + -0.009405954164948402, + -0.043928852597938134, + 0.002384727134020549, + -0.013394573402062043, + 0.027507874268041282, + 0.038990112989690746, + 0.0011484783505151038, + -0.02832227346391757, + -0.023262162268041238, + -0.03206279731958757, + -0.003237806419175221, + -0.04168354620618558, + -0.012072491587628926 + ] + ], + "std": [ + [ + 1.015411156192268, + 1.0184785548739292, + 1.121885848311569, + 1.1218788885198352, + 0.690006383533972, + 0.5810603178627508, + 0.2538653505206093, + 0.7901091189782915, + 1.0313073308807894, + 1.1253321716484355, + 0.9934036908444747, + 1.002106781592608, + 1.002106781592608, + 0.9446882153445072, + 1.006327755621702, + 1.0256643689759664, + 0.9902082423796534, + 1.0703705601717843, + 0.9814029395820514, + 0.9594928614842593, + 0.9948279945629597, + 0.9781432437014432, + 0.9737318425454382, + 0.9896265964372553, + 0.996385694776415, + 1.1531115464252937, + 0.9965705557829847 + ] + ] + }, + "width": 128, + "in_features": 27, + "out_features": 7, + "depth": 4, + "padding": 54, + "parameters": 7837, + "cert_evals": { + "36": 0.5145050883293152, + "72": 0.4505119323730469, + "108": 0.40017062425613403, + "255": 0.24146756529808044 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/steel-plates/fold_2/result.json b/UCI_N4/aol/runs/steel-plates/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..944432fda748e819401d20769d9d6426b81f82f4 --- /dev/null +++ b/UCI_N4/aol/runs/steel-plates/fold_2/result.json @@ -0,0 +1,84 @@ +{ + "best_epoch": 66, + "best_val_acc": 0.6140939597315436, + "test_acc": 0.5803108808290155, + "train_size": 485, + "val_size": 298, + "test_size": 1158, + "stats": { + "mean": [ + [ + 0.01349540909278348, + 0.011743234845361083, + 0.055380051591752535, + 0.05537599281030928, + -0.002818057010309121, + -0.0043726463257731905, + -0.011363671857525773, + 0.0014854367216495697, + -0.017973084123711465, + -0.019961297319587557, + -0.006256404123711325, + 0.037232857731959154, + -0.037232857731959154, + -0.057822187216493647, + -0.04968943053608254, + 0.05299214910515458, + 0.012450677092783526, + -0.0152095140206186, + -0.021158501278350353, + -0.03180742531958788, + 0.011834936082473834, + 0.02963465686597942, + 0.02183907072164954, + 0.04186944268041253, + 0.024153798268247404, + -0.04557396327835056, + 0.03912331686597949 + ] + ], + "std": [ + [ + 1.0305115292152447, + 1.0350302276108283, + 1.0568148967701887, + 1.0568064122935077, + 0.7926988315617414, + 0.6342514589481083, + 0.28414711305629714, + 0.9056134481718624, + 0.9751665814504833, + 1.0270919456979695, + 0.9900679127467883, + 1.0066006750596284, + 1.0066006750596284, + 0.9543742160994036, + 1.0004136931230714, + 1.0094115145490878, + 1.0121553004352448, + 0.8186606474983903, + 1.0281436358716267, + 1.0235390824617858, + 1.0008479768803218, + 0.990294035931081, + 0.9940477374299497, + 1.000219892821287, + 0.9933237184970842, + 0.9852467220628263, + 0.994697835657597 + ] + ] + }, + "width": 128, + "in_features": 27, + "out_features": 7, + "depth": 4, + "padding": 54, + "parameters": 7837, + "cert_evals": { + "36": 0.5198618173599243, + "72": 0.4740932583808899, + "108": 0.436096727848053, + "255": 0.2590673565864563 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/steel-plates/fold_3/result.json b/UCI_N4/aol/runs/steel-plates/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..611fd6d056381b69dc5a381b52e8293b18f21236 --- /dev/null +++ b/UCI_N4/aol/runs/steel-plates/fold_3/result.json @@ -0,0 +1,84 @@ +{ + "best_epoch": 79, + "best_val_acc": 0.6126760563380281, + "test_acc": 0.621160409556314, + "train_size": 485, + "val_size": 284, + "test_size": 1172, + "stats": { + "mean": [ + [ + 0.023743463731958805, + 0.016176765814433166, + 0.0014892443092783534, + 0.0014844411752577274, + -0.009514525814432954, + -0.020205760659793785, + -0.01871218610680407, + -0.005845208247422769, + 0.01885683030927834, + -0.00661354618556694, + 0.013281478350515526, + 0.0035759175257736252, + -0.0035759175257736252, + 0.001803373195877225, + -0.050778439121649456, + -0.007776909546391795, + 0.04831092711340207, + -0.05191724047422686, + -0.019034719298968952, + 0.018150954639175196, + 0.009697649484535607, + -0.007318674041237245, + -0.01604848907216485, + -0.0013126113402060792, + 0.01597799027505155, + 0.03087437377319595, + 0.008060444742267966 + ] + ], + "std": [ + [ + 1.035245883833329, + 1.0366480375890377, + 1.0283716528913942, + 1.0283643226814112, + 0.804966635241197, + 0.6387301143243845, + 0.2927267776520207, + 0.9211566457266325, + 1.0248177126554818, + 0.9991241777878153, + 0.9956957155110975, + 1.0004628088385008, + 1.0004628088385008, + 0.9913012556247199, + 0.9711702662146896, + 0.9776882812482338, + 0.9942196574638761, + 0.7385409188908473, + 1.0098201632818302, + 0.9666923500151875, + 0.9978814369963841, + 1.002103883727627, + 0.9660799436198654, + 1.0007299152954314, + 0.9729135128718771, + 1.03912258961276, + 1.0093273706219772 + ] + ] + }, + "width": 128, + "in_features": 27, + "out_features": 7, + "depth": 4, + "padding": 54, + "parameters": 7837, + "cert_evals": { + "36": 0.5605801939964294, + "72": 0.5102388858795166, + "108": 0.4718429744243622, + "255": 0.2696245610713959 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/synthetic-control/fold_0/result.json b/UCI_N4/aol/runs/synthetic-control/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9192b166968a4ca27aa5809ef25c6c348dc62023 --- /dev/null +++ b/UCI_N4/aol/runs/synthetic-control/fold_0/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 23, + "best_val_acc": 0.9634146341463414, + "test_acc": 0.9130434782608695, + "train_size": 150, + "val_size": 82, + "test_size": 368, + "stats": { + "mean": [ + [ + 0.03924785799999999, + 0.09383712196000003, + 0.07046625366666667, + 0.0014863559999998659, + -0.05929098933333334, + -0.038894416533333365, + -0.06979297906666665, + 0.14184743933333332, + -0.017701836666666713, + 0.031171698399999972, + -0.021065953866666622, + 0.0012081412666666543, + -0.04361972219999998, + 0.0025437976666666416, + 0.07672977846666663, + 0.020924183333333297, + -0.0169760114666666, + 0.002974836000000029, + 0.003983265866666657, + -0.024021968200000025, + -0.03956240413333334, + -0.1248241973333334, + -0.05730380093333336, + -0.05808679486666668, + -0.028370202666666712, + -0.09732389666666662, + -0.05763924799999995, + -0.13051837340000005, + -0.05395017553333331, + -0.03267161173333333, + -0.023729760666666683, + -0.07524714946666669, + -0.06614863693333331, + -0.019300918133333376, + -0.030039852199999936, + 0.011592385653333353, + 0.031318077333333326, + 0.01763483633333328, + -0.0250934726666667, + -0.004898507333333266, + 0.004217182600000006, + -0.0246385992666667, + -0.030988849866666696, + -0.04759142453333339, + -0.01953947740000004, + -0.01564450933333335, + -0.015787699133333277, + 0.002320799400000045, + 0.024963803466666677, + -0.007529426400000029, + 0.04093678893333338, + 0.015736563599999965, + -0.03746829866666665, + 0.014098554666666692, + -0.011547875333333272, + -0.02319905666666666, + -0.03142149800000005, + -0.016265246000000014, + 0.007930060666666574, + -0.023128325933333405 + ] + ], + "std": [ + [ + 0.9961076807315135, + 0.9206509112843125, + 1.0540224386437416, + 1.0522148944257685, + 0.9493400263469906, + 1.0413681468006608, + 1.0206521762883793, + 1.0022196701786035, + 0.9563400774380424, + 0.9609145334914101, + 1.0024994267345215, + 0.9932555095692103, + 0.9717731403065037, + 0.98032175468797, + 0.9982624484839073, + 0.9382038270345618, + 0.9768753390482254, + 0.9916308705368667, + 1.006723658496416, + 1.0297445317020146, + 1.032876694551145, + 0.972144505822908, + 0.9798593024092027, + 0.9843687966126489, + 1.011735889322179, + 1.0429049244153183, + 1.0346506734246277, + 1.0538601962572212, + 0.9988680991418135, + 1.0180957806321926, + 0.9596516599467743, + 0.9834125851120433, + 1.0264509047524573, + 1.041847740419822, + 0.9781778184682978, + 1.0266071515222082, + 1.0054089356966365, + 0.9672870323425345, + 1.0086182531503245, + 0.9476236198433843, + 0.9903141136237383, + 0.9773410750044438, + 0.9739559384791738, + 1.0166341319600727, + 1.0066772526142282, + 0.9830356367906539, + 0.9703713876993874, + 1.0032669206080842, + 0.9780136276281223, + 0.9963547072355085, + 0.9891349444554035, + 0.9865762284560603, + 0.975071666163836, + 0.9738556836226393, + 0.9427521925477134, + 0.9585723823680283, + 1.023473462894158, + 0.974178234052611, + 0.9584708977350718, + 0.9781662302529668 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 6, + "depth": 4, + "padding": 120, + "parameters": 37086, + "cert_evals": { + "36": 0.695652186870575, + "72": 0.3913043439388275, + "108": 0.25815218687057495, + "255": 0.15217392146587372 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/synthetic-control/fold_1/result.json b/UCI_N4/aol/runs/synthetic-control/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..09216e75933480538ecdbae7c1d9b39941e3ebda --- /dev/null +++ b/UCI_N4/aol/runs/synthetic-control/fold_1/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 61, + "best_val_acc": 0.9518072289156626, + "test_acc": 0.9591280653950953, + "train_size": 150, + "val_size": 83, + "test_size": 367, + "stats": { + "mean": [ + [ + 0.07431676333333329, + 0.055703143333333274, + 0.059986597200000005, + 0.05962913333333327, + 0.01711391199999998, + -0.09842530133333331, + -0.037238006933333324, + 0.04494911246666669, + 0.03584688633333339, + -0.03672074413333339, + 0.1400467430666667, + -0.0017188513300000175, + 0.09355356086666661, + 0.08375834533333343, + 0.10196642733333329, + -0.002735159333333399, + -0.04132526846666665, + 0.002115888533333303, + -0.04545685346666663, + -0.026682441333333327, + 0.0202955157, + 0.05891559266666658, + 0.09727385853333322, + 0.0824819633333333, + -0.003187957799999993, + 0.019345319200000027, + 0.015127944066666616, + -0.01814940193333335, + 0.028838950733333313, + -0.037662185733333346, + -0.03617591013333335, + 0.015016469333333294, + 0.03429976273333337, + 0.0064533666666667005, + -0.029528327399999967, + -0.020207610346666682, + -0.015195800666666651, + -0.03826542699999998, + -0.0280714353333333, + -0.03387643922666661, + -0.006132136866666568, + -0.06652122866666664, + -0.012367441333333272, + 0.04345637599999996, + 0.04305291933333331, + 0.025584800666666543, + 0.017196319133333353, + -0.01777196502666665, + -0.07746244253333334, + -0.044407173933333335, + -0.055261454599999996, + -0.052746810399999934, + -0.0045274859999999695, + -0.025930303333333373, + 0.035556554666666684, + 0.009908130666666676, + 0.016988207333333238, + -0.00977137813333338, + -0.020683775666666668, + 0.012211349666666682 + ] + ], + "std": [ + [ + 0.9843088538516878, + 1.0385221048037923, + 1.0362809707291913, + 1.070636491980348, + 1.036981973032216, + 1.0535025500445936, + 1.0486711166621683, + 1.0486450651360273, + 1.0014223592087255, + 0.9374084409356886, + 0.9860590509896011, + 0.9753368966519272, + 1.0333021459864373, + 0.9876115794841844, + 1.02068622354422, + 1.0112690289204789, + 1.0116637203824093, + 1.033925288406938, + 1.0512195357703547, + 1.018333809220628, + 0.985055866337006, + 0.943091921098071, + 0.9490130762941131, + 0.99910695778916, + 1.0356025959908477, + 1.0026236047334451, + 1.0141313027658527, + 0.9956117641629766, + 1.0018305711459572, + 1.0053268814426604, + 1.0314502672967765, + 1.038459737162511, + 0.937751592640825, + 0.9861261142353305, + 0.9749386073698773, + 0.9772874202358274, + 0.9591957253028498, + 0.9926707359223034, + 0.9729932139063138, + 0.9920544640877638, + 0.9836353401854067, + 0.99810857871081, + 1.0023120691127656, + 0.9517953446574153, + 1.0036265983538577, + 1.0142510395016522, + 0.9769674154680212, + 1.0141447148508704, + 1.0111479341233067, + 0.9771982566562517, + 0.9980648743000833, + 0.9633210674621704, + 0.9823793488227291, + 0.9870075135806297, + 0.983054034466811, + 0.990652388626008, + 1.0024265300075932, + 0.9594171079813323, + 0.9682468460883036, + 0.9900597520223805 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 6, + "depth": 4, + "padding": 120, + "parameters": 37086, + "cert_evals": { + "36": 0.888283371925354, + "72": 0.7656675577163696, + "108": 0.5994550585746765, + "255": 0.17983651161193848 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/synthetic-control/fold_2/result.json b/UCI_N4/aol/runs/synthetic-control/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..511e305378cd34339191c398293feb7064825836 --- /dev/null +++ b/UCI_N4/aol/runs/synthetic-control/fold_2/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 75, + "best_val_acc": 0.9680851063829787, + "test_acc": 0.9325842696629213, + "train_size": 150, + "val_size": 94, + "test_size": 356, + "stats": { + "mean": [ + [ + -0.114856322, + -0.06579790133333327, + 0.03355098266666663, + -0.03648713526666665, + -0.0011477239999999878, + 0.13642399413333328, + -0.07596104666666668, + -0.0056418873333333374, + 0.09558374166666667, + 0.02089898246666667, + 0.03188003920000004, + 0.007430201999999999, + -0.0038350263999999894, + -0.01883838019999997, + 0.0748425113333334, + 0.00488779438666673, + 0.018437261666666697, + 0.030671767333333304, + 0.022914690999999977, + 0.01594029433333337, + -0.048436106666666714, + -0.0024884444666667177, + 0.04168678213333334, + 0.041644789333333244, + 0.042822868333333354, + 0.06534793200000001, + -0.010656098666666605, + -0.006021577466666684, + 0.04735826933333332, + 0.025442156333333393, + 0.017160075866666614, + -0.04544196133333331, + -0.013476259999999967, + 0.033218761599999966, + -0.005814218000000064, + -0.02626612546666666, + 0.0554423356666666, + -0.005378560400000007, + 0.004365360799999973, + 0.01993973579999998, + -0.013822085533333268, + -0.0276612758666667, + -0.005520540333333351, + 0.027592530666666643, + -0.0016518936666666988, + -0.02964797600000004, + -0.016894890799999965, + -0.018347165760000048, + 0.02878474666666673, + 0.009005892399999991, + 0.0005037746666666054, + -0.010252967199999949, + 0.009452513999999928, + -0.0006035673333334005, + -0.023115470666666638, + 0.0008124299999999337, + -0.010064331333333435, + 0.02198669420666669, + 0.005671073333333329, + 0.009682615733333344 + ] + ], + "std": [ + [ + 1.0560741237905633, + 1.0909763937676147, + 0.9591104934810897, + 1.0027353336789389, + 1.0137393600188147, + 0.9974355725372859, + 0.9334185111764193, + 1.0358338960107323, + 0.9936794808583214, + 1.0639561849283727, + 1.0322757313313562, + 1.0330482466022683, + 1.0135503676371944, + 1.0679076791635504, + 0.9641245690753236, + 1.0282675239598804, + 1.0002353813184108, + 0.9684654582597145, + 1.0331226003460752, + 1.0536462803122515, + 0.9988253263652744, + 1.0354371216022098, + 0.9964647889804219, + 1.017635225822453, + 1.0005114917749387, + 1.021355655521812, + 0.9645306146203501, + 1.0113815411448928, + 0.9806016929287075, + 1.0144519155296894, + 1.0265802362924008, + 1.02000197200153, + 1.07766142678815, + 1.0468290903972308, + 1.0314178108001988, + 1.000469001033564, + 1.0450722590473078, + 1.0325221094946504, + 1.048894956227836, + 0.9833702833504419, + 1.0153917705572146, + 1.012455383336184, + 1.0589782810850652, + 1.0157128503216464, + 1.0196629247844613, + 1.0470501606989209, + 1.0194159827106324, + 1.0071984093717992, + 1.0321411977245474, + 1.043438003333306, + 1.0407295108896613, + 1.027173255849118, + 1.0179448117519239, + 1.0453526291643118, + 1.0174480325437838, + 1.0318194380088317, + 1.0133347569254487, + 1.0231404714757075, + 1.030328051006465, + 1.0096253910405713 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 6, + "depth": 4, + "padding": 120, + "parameters": 37086, + "cert_evals": { + "36": 0.8764045238494873, + "72": 0.7724719047546387, + "108": 0.6629213690757751, + "255": 0.1825842708349228 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/synthetic-control/fold_3/result.json b/UCI_N4/aol/runs/synthetic-control/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..760d802302295eaa0cebcd9f8db7c43880d00ad5 --- /dev/null +++ b/UCI_N4/aol/runs/synthetic-control/fold_3/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 55, + "best_val_acc": 0.9662921348314607, + "test_acc": 0.9418282548476454, + "train_size": 150, + "val_size": 89, + "test_size": 361, + "stats": { + "mean": [ + [ + 0.1277572366666666, + 0.04134771529333352, + 0.021863094333333402, + 0.014401853333333483, + -0.002803757326666718, + 0.06694332266666667, + 0.07448979026666658, + 0.06807802960000005, + 0.019724051666666666, + 0.06465353440000006, + -0.0428330099999999, + -0.07357414919666662, + -0.04223157999999999, + -0.12545532820000008, + -0.04292649966666659, + -0.10589588954666669, + -0.04041633779999999, + 0.05218024986666674, + 0.05426686220000013, + 0.0227305805333333, + 0.10614008046666681, + 0.04376943119999995, + -0.013266023600000024, + -0.07076259793333334, + -0.074043531, + -0.08001001866666667, + -0.07797701933333334, + -0.09792546133333335, + -0.061854662000000005, + -0.024533988199999985, + 0.03629900386666665, + 0.0058454133399999395, + 0.007318489999999978, + 0.03803268466666662, + 0.044273164599999956, + 0.0013259573333333503, + -0.002469843333333337, + -0.029172804800000018, + -0.05582708400000001, + -0.05666843433333332, + -0.048033903333333315, + -0.06985443860000005, + -0.0578782198666667, + -0.05657032866666666, + -0.026883787333333433, + -0.00934031266666669, + 0.011623247533333353, + 0.035373553640000055, + 0.013784810000000043, + 0.005969853333333333, + 0.02904661893333334, + 0.02376045733333324, + -0.02384677466666665, + -0.05474407806666669, + -0.06623972000000003, + -0.06898137600000002, + -0.07447672184000008, + -0.08693477600000002, + -0.05651159700000001, + -0.03601778493333341 + ] + ], + "std": [ + [ + 0.9996137529479245, + 1.0036117435912413, + 1.0522681023859373, + 1.1119684771253828, + 1.0298920232178084, + 1.070456358378364, + 1.0922136476449562, + 0.9445072794294876, + 0.9503254307664003, + 0.9324621895873916, + 0.9965913991681153, + 1.1062786611692523, + 1.1218688680681206, + 1.0020156097641995, + 1.0418972253640428, + 0.9838023238329702, + 0.9853089091257823, + 1.0414927333939905, + 1.0350491750495694, + 1.0308468611443276, + 1.0024128778412678, + 0.9938024611079457, + 0.9539537713906278, + 0.9088792441254281, + 0.9267414020449568, + 1.0592924551372531, + 1.035601875159454, + 1.0348290235762594, + 1.0072879218281139, + 1.0455750589807704, + 0.9984184008706671, + 0.966055737300902, + 0.9991473365977808, + 1.0374974178986145, + 0.9976106602571032, + 0.9683911885436237, + 0.9999529450897607, + 0.9934502585034328, + 1.0060525583431303, + 0.9969439583936579, + 1.0032737317903146, + 1.006882715938048, + 0.9888037727439014, + 0.997171098741018, + 1.0163770279221114, + 0.9925585952400967, + 1.0393735568577307, + 1.0254123445542493, + 1.0212979411217074, + 1.0292884216225284, + 0.9986396756965731, + 0.9791900111960249, + 1.0282697752335705, + 1.0042624464425858, + 1.014742625093536, + 1.0220728519074882, + 0.9823536621313895, + 1.0001527437069238, + 1.0095902426275776, + 1.0166981511490805 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 6, + "depth": 4, + "padding": 120, + "parameters": 37086, + "cert_evals": { + "36": 0.9168974757194519, + "72": 0.8559556603431702, + "108": 0.8005539774894714, + "255": 0.2936288118362427 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/teaching/fold_0/result.json b/UCI_N4/aol/runs/teaching/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..718fcd675477efdbe0295c60c07eb64df15ebd56 --- /dev/null +++ b/UCI_N4/aol/runs/teaching/fold_0/result.json @@ -0,0 +1,40 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.3181818181818182, + "test_acc": 0.32967032967032966, + "train_size": 38, + "val_size": 22, + "test_size": 91, + "stats": { + "mean": [ + [ + -0.11332560526315784, + -0.17121901315789478, + 0.029873731578947377, + -0.30744157894736857, + -0.12647241315789476 + ] + ], + "std": [ + [ + 1.0757021171452221, + 0.9379212090884154, + 0.9728178435489211, + 1.2214091484203293, + 1.0035868928906388 + ] + ] + }, + "width": 32, + "in_features": 5, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 313, + "cert_evals": { + "36": 0.10989011079072952, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/teaching/fold_1/result.json b/UCI_N4/aol/runs/teaching/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..92e49d76c40e145a0650c739c5c46dcdc716018c --- /dev/null +++ b/UCI_N4/aol/runs/teaching/fold_1/result.json @@ -0,0 +1,40 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.3125, + "test_acc": 0.3402061855670103, + "train_size": 38, + "val_size": 16, + "test_size": 97, + "stats": { + "mean": [ + [ + 0.08642726315789476, + 0.17190744736842098, + 0.21345746842105265, + 0.20351052631578942, + 0.02251846578947367 + ] + ], + "std": [ + [ + 0.9226189788343568, + 0.9529276096944189, + 1.0986997290584972, + 0.7479572951992832, + 0.9794960526322802 + ] + ] + }, + "width": 32, + "in_features": 5, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 313, + "cert_evals": { + "36": 0.0824742242693901, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/teaching/fold_2/result.json b/UCI_N4/aol/runs/teaching/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f60fd82627beb6bf3052d91c5de1460ebd27401b --- /dev/null +++ b/UCI_N4/aol/runs/teaching/fold_2/result.json @@ -0,0 +1,40 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.4583333333333333, + "test_acc": 0.2696629213483146, + "train_size": 38, + "val_size": 24, + "test_size": 89, + "stats": { + "mean": [ + [ + -0.11332560526315784, + 0.02154873684210526, + -0.18742893684210518, + -0.08846210526315801, + -0.16320968421052634 + ] + ], + "std": [ + [ + 1.0757021171452221, + 0.983440529661239, + 0.8586823726924572, + 1.0752563594695814, + 0.9991610142309885 + ] + ] + }, + "width": 32, + "in_features": 5, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 313, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/teaching/fold_3/result.json b/UCI_N4/aol/runs/teaching/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e207257f25bbfb3c4d8ec4d22963af6c9030af1d --- /dev/null +++ b/UCI_N4/aol/runs/teaching/fold_3/result.json @@ -0,0 +1,40 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.2777777777777778, + "test_acc": 0.45263157894736844, + "train_size": 38, + "val_size": 18, + "test_size": 95, + "stats": { + "mean": [ + [ + 0.0864272631578948, + -0.03628181578947368, + -0.2848404736842105, + 0.057524210526315775, + -0.050956549999999996 + ] + ], + "std": [ + [ + 0.9226189788343567, + 1.030764765505801, + 0.8345079992343973, + 0.9376140898091212, + 1.1033171507511983 + ] + ] + }, + "width": 32, + "in_features": 5, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 313, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/thyroid/fold_0/result.json b/UCI_N4/aol/runs/thyroid/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..edae1596b0421d59d33a4df60516a85d91a68081 --- /dev/null +++ b/UCI_N4/aol/runs/thyroid/fold_0/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.8985879332477535, + "test_acc": 0.9071166054126295, + "train_size": 3428, + "val_size": 779, + "test_size": 2993, + "stats": { + "mean": [ + [ + 2.1796966167956114e-07, + -8.751458590497311e-08, + 3.876896143196366e-07, + -4.066511084792401e-07, + -2.217036219565563e-08, + -6.01225204592932e-07, + -3.491831976714682e-07, + 1.7327888073170088e-07, + -1.2952158793330312e-07, + 3.471411895625862e-07, + 2.2170361729813757e-07, + -8.051341829072995e-08, + -2.386231042215566e-07, + -9.655775979550964e-08, + 0.0, + -1.1260210272149139e-07, + 3.3932322032535964e-08, + -3.3576429478599215e-08, + 2.5419486573375144e-07, + -5.215869288406012e-08, + 1.4458576431177031e-07 + ] + ], + "std": [ + [ + 0.9998541758225387, + 0.9998532681152404, + 0.9998556205991698, + 0.9998539274386128, + 0.999854696658317, + 0.9998534548382348, + 0.9998502394347666, + 0.999853857874386, + 0.9998538109684775, + 0.9998551002843616, + 0.9998536686664701, + 0.9998545576369466, + 0.9998513717555766, + 0.9998546597440786, + 1.0, + 0.9998533945369356, + 0.9998545375243406, + 0.9998541828261739, + 0.9998546087571518, + 0.999854053898975, + 0.999854213852071 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4665, + "cert_evals": { + "36": 0.6364851593971252, + "72": 0.21717341244220734, + "108": 0.0598062165081501, + "255": 0.012362178415060043 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/thyroid/fold_1/result.json b/UCI_N4/aol/runs/thyroid/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a5fd0545458de599b3ece23f329fd5313f50f2f7 --- /dev/null +++ b/UCI_N4/aol/runs/thyroid/fold_1/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 2, + "best_val_acc": 0.9336801040312094, + "test_acc": 0.9267399267399268, + "train_size": 3428, + "val_size": 769, + "test_size": 3003, + "stats": { + "mean": [ + [ + 2.1796966167956114e-07, + -8.751458590497311e-08, + 3.876896143196366e-07, + -4.066511084792401e-07, + -2.217036219565563e-08, + -6.01225204592932e-07, + -3.491831976714682e-07, + 1.7327888073170088e-07, + -1.2952158793330312e-07, + 3.471411895625862e-07, + 2.2170361729813757e-07, + -8.051341829072995e-08, + -2.386231042215566e-07, + -9.655775979550964e-08, + 0.0, + -1.1260210272149139e-07, + 3.3932322032535964e-08, + -3.3576429478599215e-08, + 2.5419486573375144e-07, + -5.215869288406012e-08, + 1.4458576431177031e-07 + ] + ], + "std": [ + [ + 0.9998541758225387, + 0.9998532681152404, + 0.9998556205991698, + 0.9998539274386128, + 0.999854696658317, + 0.9998534548382348, + 0.9998502394347666, + 0.999853857874386, + 0.9998538109684775, + 0.9998551002843616, + 0.9998536686664701, + 0.9998545576369466, + 0.9998513717555766, + 0.9998546597440786, + 1.0, + 0.9998533945369356, + 0.9998545375243406, + 0.9998541828261739, + 0.9998546087571518, + 0.999854053898975, + 0.999854213852071 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4665, + "cert_evals": { + "36": 0.2903762757778168, + "72": 0.08624708652496338, + "108": 0.035964034497737885, + "255": 0.003330003237351775 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/thyroid/fold_2/result.json b/UCI_N4/aol/runs/thyroid/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..015a0f7d94c3d1bb7324c4a04e0a1e545926b2a1 --- /dev/null +++ b/UCI_N4/aol/runs/thyroid/fold_2/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 2, + "best_val_acc": 0.9189526184538653, + "test_acc": 0.9121212121212121, + "train_size": 3428, + "val_size": 802, + "test_size": 2970, + "stats": { + "mean": [ + [ + 2.1796966167956114e-07, + -8.751458590497311e-08, + 3.876896143196366e-07, + -4.066511084792401e-07, + -2.217036219565563e-08, + -6.01225204592932e-07, + -3.491831976714682e-07, + 1.7327888073170088e-07, + -1.2952158793330312e-07, + 3.471411895625862e-07, + 2.2170361729813757e-07, + -8.051341829072995e-08, + -2.386231042215566e-07, + -9.655775979550964e-08, + 0.0, + -1.1260210272149139e-07, + 3.3932322032535964e-08, + -3.3576429478599215e-08, + 2.5419486573375144e-07, + -5.215869288406012e-08, + 1.4458576431177031e-07 + ] + ], + "std": [ + [ + 0.9998541758225387, + 0.9998532681152404, + 0.9998556205991698, + 0.9998539274386128, + 0.999854696658317, + 0.9998534548382348, + 0.9998502394347666, + 0.999853857874386, + 0.9998538109684775, + 0.9998551002843616, + 0.9998536686664701, + 0.9998545576369466, + 0.9998513717555766, + 0.9998546597440786, + 1.0, + 0.9998533945369356, + 0.9998545375243406, + 0.9998541828261739, + 0.9998546087571518, + 0.999854053898975, + 0.999854213852071 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4665, + "cert_evals": { + "36": 0.5188552141189575, + "72": 0.12895622849464417, + "108": 0.027272725477814674, + "255": 0.012121211737394333 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/thyroid/fold_3/result.json b/UCI_N4/aol/runs/thyroid/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..49dc78cf25bcde13f139a69f87174fcb0972223a --- /dev/null +++ b/UCI_N4/aol/runs/thyroid/fold_3/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.926241134751773, + "test_acc": 0.9292468209977176, + "train_size": 3428, + "val_size": 705, + "test_size": 3067, + "stats": { + "mean": [ + [ + 2.1796966167956114e-07, + -8.751458590497311e-08, + 3.876896143196366e-07, + -4.066511084792401e-07, + -2.217036219565563e-08, + -6.01225204592932e-07, + -3.491831976714682e-07, + 1.7327888073170088e-07, + -1.2952158793330312e-07, + 3.471411895625862e-07, + 2.2170361729813757e-07, + -8.051341829072995e-08, + -2.386231042215566e-07, + -9.655775979550964e-08, + 0.0, + -1.1260210272149139e-07, + 3.3932322032535964e-08, + -3.3576429478599215e-08, + 2.5419486573375144e-07, + -5.215869288406012e-08, + 1.4458576431177031e-07 + ] + ], + "std": [ + [ + 0.9998541758225387, + 0.9998532681152404, + 0.9998556205991698, + 0.9998539274386128, + 0.999854696658317, + 0.9998534548382348, + 0.9998502394347666, + 0.999853857874386, + 0.9998538109684775, + 0.9998551002843616, + 0.9998536686664701, + 0.9998545576369466, + 0.9998513717555766, + 0.9998546597440786, + 1.0, + 0.9998533945369356, + 0.9998545375243406, + 0.9998541828261739, + 0.9998546087571518, + 0.999854053898975, + 0.999854213852071 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4665, + "cert_evals": { + "36": 0.47179654240608215, + "72": 0.08314313739538193, + "108": 0.004238669760525227, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/tic-tac-toe/fold_0/result.json b/UCI_N4/aol/runs/tic-tac-toe/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e7e95d16b2cfce77bfb117f8222b15ecabdcf0e3 --- /dev/null +++ b/UCI_N4/aol/runs/tic-tac-toe/fold_0/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.6712328767123288, + "test_acc": 0.6492146596858639, + "train_size": 239, + "val_size": 146, + "test_size": 573, + "stats": { + "mean": [ + [ + -0.06774635146443425, + 0.01449869790794993, + 0.05074422594142255, + -0.014738167364016513, + 0.015902112970711264, + 0.01937172301255273, + -0.05826698744769888, + 0.06322694058577437, + -0.03456911297071133 + ] + ], + "std": [ + [ + 0.9772364146923964, + 0.9898671665296854, + 0.9927899252300538, + 1.0052200080228313, + 1.0139839580724326, + 1.0321649186622677, + 0.9396177418537401, + 0.9908262445058792, + 1.022463266648573 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 902, + "cert_evals": { + "36": 0.6404886841773987, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/tic-tac-toe/fold_1/result.json b/UCI_N4/aol/runs/tic-tac-toe/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2b31b83964f0f40c4a206723c1901577c91d8387 --- /dev/null +++ b/UCI_N4/aol/runs/tic-tac-toe/fold_1/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 32, + "best_val_acc": 0.7291666666666666, + "test_acc": 0.7339130434782609, + "train_size": 239, + "val_size": 144, + "test_size": 575, + "stats": { + "mean": [ + [ + 0.055483841004184395, + -0.00011965439330530087, + 0.00808757322175727, + -0.029356599999999875, + 0.039023707112970575, + 0.019371482008368506, + -0.08670484518828446, + -0.039102302092049956, + 0.027046133891213308 + ] + ], + "std": [ + [ + 0.9957045497387771, + 1.0146010728149857, + 1.003301186901333, + 1.0124926159677299, + 0.9987054895066753, + 0.9814356430315144, + 0.973828360138658, + 1.0003184664932105, + 0.9832177518418727 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 902, + "cert_evals": { + "36": 0.4817391335964203, + "72": 0.20695652067661285, + "108": 0.01565217413008213, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/tic-tac-toe/fold_2/result.json b/UCI_N4/aol/runs/tic-tac-toe/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..324213e7d63565301a5ebbe5d80bee66b8ae82cc --- /dev/null +++ b/UCI_N4/aol/runs/tic-tac-toe/fold_2/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 81, + "best_val_acc": 0.6259541984732825, + "test_acc": 0.6054421768707483, + "train_size": 239, + "val_size": 131, + "test_size": 588, + "stats": { + "mean": [ + [ + -0.04878792468619211, + 0.0047529958158996155, + 0.09814042677824272, + -0.024483735564853226, + 0.034399451882844975, + -0.009865222594141925, + -0.02508974895397498, + 0.004753076150627897, + -0.04878784100418414 + ] + ], + "std": [ + [ + 1.001934480203885, + 0.9778484267660271, + 1.0046660181235467, + 1.0212723008937266, + 1.0210245107562923, + 1.0306454853299336, + 0.9862518055799147, + 0.9951065507668124, + 0.9747736634076275 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 902, + "cert_evals": { + "36": 0.16836734116077423, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/tic-tac-toe/fold_3/result.json b/UCI_N4/aol/runs/tic-tac-toe/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6c30f3558bc990230614c7cb41c11dabfd8f2e8b --- /dev/null +++ b/UCI_N4/aol/runs/tic-tac-toe/fold_3/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 18, + "best_val_acc": 0.7101449275362319, + "test_acc": 0.6867469879518072, + "train_size": 239, + "val_size": 138, + "test_size": 581, + "stats": { + "mean": [ + [ + 0.10288007531380783, + 0.04373577740585817, + 0.041264979079497874, + -0.034229491213389085, + -0.05346292050209214, + -0.1999054092050213, + 0.08392158158995812, + 0.07297261589958158, + -0.05826715481171532 + ] + ], + "std": [ + [ + 0.9966065572515563, + 1.018968015200093, + 0.9922920069375739, + 0.9979419605462078, + 0.9801398510182366, + 0.9915447189713678, + 0.9965163996887837, + 0.9964419395653665, + 0.9951178388160773 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 902, + "cert_evals": { + "36": 0.2530120313167572, + "72": 0.10843373090028763, + "108": 0.02581755630671978, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/titanic/fold_0/result.json b/UCI_N4/aol/runs/titanic/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8f278b2592347fa2d8e93152f005f6968a6eb3cb --- /dev/null +++ b/UCI_N4/aol/runs/titanic/fold_0/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.7746478873239436, + "test_acc": 0.7839506172839507, + "train_size": 550, + "val_size": 355, + "test_size": 1296, + "stats": { + "mean": [ + [ + -0.033479024545449286, + -0.04388359999999998, + 0.04633865636363635 + ] + ], + "std": [ + [ + 1.0184009911459524, + 0.9030112522482995, + 0.965727266734473 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 282, + "cert_evals": { + "36": 0.6998456716537476, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/titanic/fold_1/result.json b/UCI_N4/aol/runs/titanic/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b260469b125cfb273020f479b3d262769f1b658e --- /dev/null +++ b/UCI_N4/aol/runs/titanic/fold_1/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.8022922636103151, + "test_acc": 0.7273425499231951, + "train_size": 550, + "val_size": 349, + "test_size": 1302, + "stats": { + "mean": [ + [ + 0.00599657709091412, + -0.02712665454545435, + 0.02416022909090901 + ] + ], + "std": [ + [ + 0.993203063568118, + 0.9413765013907114, + 0.9824417459762911 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 282, + "cert_evals": { + "36": 0.6705068945884705, + "72": 0.15745007991790771, + "108": 0.10675883293151855, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/titanic/fold_2/result.json b/UCI_N4/aol/runs/titanic/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ff9de04ea095e28b53ced92c68017ff1a3e2ca93 --- /dev/null +++ b/UCI_N4/aol/runs/titanic/fold_2/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 15, + "best_val_acc": 0.7034700315457413, + "test_acc": 0.7466266866566716, + "train_size": 550, + "val_size": 317, + "test_size": 1334, + "stats": { + "mean": [ + [ + 0.014578170545459438, + -0.043883600000000356, + 0.03303160000000017 + ] + ], + "std": [ + [ + 1.0150806710594007, + 0.9030112522482996, + 0.9758508000000029 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 282, + "cert_evals": { + "36": 0.1604197919368744, + "72": 0.1604197919368744, + "108": 0.09070464968681335, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/titanic/fold_3/result.json b/UCI_N4/aol/runs/titanic/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..df9bf75a34481d1ef365ffeb9dde10e542d19723 --- /dev/null +++ b/UCI_N4/aol/runs/titanic/fold_3/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.7725947521865889, + "test_acc": 0.768348623853211, + "train_size": 550, + "val_size": 343, + "test_size": 1308, + "stats": { + "mean": [ + [ + 0.0077128369090957785, + -0.027126654545454543, + -0.0290679963636369 + ] + ], + "std": [ + [ + 1.026123748181085, + 0.9413765013907113, + 1.0194745387594568 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 282, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/trains/fold_0/result.json b/UCI_N4/aol/runs/trains/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..517e9399b0562b5491d8667d3b5da9ad77056af1 --- /dev/null +++ b/UCI_N4/aol/runs/trains/fold_0/result.json @@ -0,0 +1,88 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.6, + "test_acc": 0.6666666666666666, + "train_size": 2, + "val_size": 5, + "test_size": 3, + "stats": { + "mean": [ + [ + -0.61237, + -0.9717294999999999, + -0.316228, + 0.621059, + 0.786374, + -0.474342, + -0.369273, + -0.316228, + -0.41404050000000003, + -0.161281, + 1.264911, + 0.2108185, + -0.08519500000000002, + -0.685249, + -0.7115125, + -0.29632100000000006, + 0.398527, + -0.621059, + -0.621059, + -0.619234, + -0.621059, + -0.514496, + 0.41404050000000003, + -0.774597, + -0.774597, + 0.711514, + -0.316228, + 0.41404050000000003, + -0.316228 + ] + ], + "std": [ + [ + 0.61237, + 0.6073305, + 1.0, + 1.0, + 0.406746, + 1.0, + 0.7385470000000001, + 1.0, + 1.0350995, + 0.322562, + 1.581139, + 0.5270465, + 1.2779150000000001, + 0.571041, + 0.16940750000000004, + 0.740799, + 1.328423, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0350995, + 1.0, + 1.0, + 1.185856, + 1.0, + 1.0350995, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 29, + "out_features": 2, + "depth": 4, + "padding": 58, + "parameters": 8702, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/trains/fold_1/result.json b/UCI_N4/aol/runs/trains/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4ed9aefe86160f769596f0a68277be23f240db3d --- /dev/null +++ b/UCI_N4/aol/runs/trains/fold_1/result.json @@ -0,0 +1,88 @@ +{ + "best_epoch": 18, + "best_val_acc": 0.75, + "test_acc": 0.75, + "train_size": 2, + "val_size": 4, + "test_size": 4, + "stats": { + "mean": [ + [ + -0.61237, + -0.36439749999999993, + -0.316228, + 0.621059, + 0.10846649999999997, + -0.474342, + 0.7385470000000001, + 1.264911, + -1.44914, + -0.8064045, + 1.264911, + -0.316228, + -0.5111665000000001, + -0.11420999999999992, + -0.7115125, + -0.29632100000000006, + -0.5977899999999999, + -0.621059, + -0.621059, + -0.619234, + -0.621059, + -0.514496, + 0.41404050000000003, + 0.19365149999999998, + 0.19365149999999998, + -0.474342, + -0.316228, + -0.621059, + -0.316228 + ] + ], + "std": [ + [ + 0.61237, + 1.2146625, + 1.0, + 1.0, + 1.0846535, + 1.0, + 0.3692730000000001, + 1.581139, + 1.0, + 0.9676855, + 1.581139, + 1.0, + 0.8519435000000001, + 1.14208, + 0.16940750000000004, + 0.740799, + 0.33210599999999996, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0350995, + 0.9682485, + 0.9682485, + 1.0, + 1.0, + 1.0, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 29, + "out_features": 2, + "depth": 4, + "padding": 58, + "parameters": 8702, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/trains/fold_2/result.json b/UCI_N4/aol/runs/trains/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b823bc6819f43d5a7cbda694dd609ec63183f10b --- /dev/null +++ b/UCI_N4/aol/runs/trains/fold_2/result.json @@ -0,0 +1,88 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5, + "test_acc": 0.5, + "train_size": 2, + "val_size": 2, + "test_size": 6, + "stats": { + "mean": [ + [ + -0.61237, + -0.36439749999999993, + -0.316228, + 0.621059, + 0.10846649999999997, + -0.474342, + 0.7385470000000001, + 1.264911, + -1.44914, + -0.8064045, + 1.264911, + -0.316228, + -0.5111665000000001, + -0.11420999999999992, + -0.7115125, + -0.29632100000000006, + -0.5977899999999999, + -0.621059, + -0.621059, + -0.619234, + -0.621059, + -0.514496, + 0.41404050000000003, + 0.19365149999999998, + 0.19365149999999998, + -0.474342, + -0.316228, + -0.621059, + -0.316228 + ] + ], + "std": [ + [ + 0.61237, + 1.2146625, + 1.0, + 1.0, + 1.0846535, + 1.0, + 0.3692730000000001, + 1.581139, + 1.0, + 0.9676855, + 1.581139, + 1.0, + 0.8519435000000001, + 1.14208, + 0.16940750000000004, + 0.740799, + 0.33210599999999996, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0350995, + 0.9682485, + 0.9682485, + 1.0, + 1.0, + 1.0, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 29, + "out_features": 2, + "depth": 4, + "padding": 58, + "parameters": 8702, + "cert_evals": { + "36": 0.1666666716337204, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/trains/fold_3/result.json b/UCI_N4/aol/runs/trains/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..fe0832247719edf3b815b8088319bbdb0731fc8e --- /dev/null +++ b/UCI_N4/aol/runs/trains/fold_3/result.json @@ -0,0 +1,88 @@ +{ + "best_epoch": 2, + "best_val_acc": 1.0, + "test_acc": 0.3333333333333333, + "train_size": 2, + "val_size": 2, + "test_size": 6, + "stats": { + "mean": [ + [ + -0.61237, + 0.24293300000000004, + 1.264911, + -0.41404050000000003, + -1.1117685, + -0.474342, + 0.7385470000000001, + 1.264911, + -0.41404050000000003, + -0.32255999999999996, + -0.316228, + -1.370319, + -0.5111665000000001, + -0.11420999999999992, + -0.7115125, + -0.29632100000000006, + -0.5977899999999999, + -0.621059, + -0.621059, + -0.619234, + -0.621059, + -0.514496, + -0.621059, + 0.19365149999999998, + 1.1619, + -0.474342, + -0.316228, + -0.621059, + -0.316228 + ] + ], + "std": [ + [ + 0.61237, + 0.607332, + 1.581139, + 1.0350995, + 0.13558149999999997, + 1.0, + 0.3692730000000001, + 1.581139, + 1.0350995, + 1.45153, + 1.0, + 1.0540910000000001, + 0.8519435000000001, + 1.14208, + 0.16940750000000004, + 0.740799, + 0.33210599999999996, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9682485, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 29, + "out_features": 2, + "depth": 4, + "padding": 58, + "parameters": 8702, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/twonorm/fold_0/result.json b/UCI_N4/aol/runs/twonorm/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..68a0a9a01f0abe02b6a688b361263b5cc1d37c70 --- /dev/null +++ b/UCI_N4/aol/runs/twonorm/fold_0/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.9770431588613406, + "test_acc": 0.975566016588209, + "train_size": 1850, + "val_size": 1089, + "test_size": 4461, + "stats": { + "mean": [ + [ + -0.014544049503783818, + -0.003368689291891876, + 0.016772092459459455, + 0.0019175647345946178, + -0.02506532699859457, + 0.0038982543675675696, + 0.019339146565999932, + -0.009895024481081047, + 0.006385932609729719, + -0.0014487788735135277, + -0.02301627440935135, + -0.005151859209189199, + 0.008102996605405427, + -0.0044304854756756626, + 0.0017575496378378407, + -0.009554797715135191, + 0.026529897787837913, + 0.02922682911891893, + -0.01169157914054059, + -0.004898149291891907 + ] + ], + "std": [ + [ + 1.008740635111714, + 1.0057995039659557, + 0.9837382170327289, + 1.0009348723588565, + 0.9894373169495185, + 0.9855025922172592, + 1.0016273845342372, + 1.0019232777130362, + 1.0102983788423001, + 0.989126863772442, + 1.014473431822349, + 0.9873937513386905, + 1.0120815536633763, + 1.0026507637547364, + 0.9944344640609678, + 1.0009003980137419, + 1.017029495884869, + 0.9934459224888799, + 1.005170519855988, + 1.0182286286784454 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4202, + "cert_evals": { + "36": 0.9630128145217896, + "72": 0.9475454092025757, + "108": 0.9258013963699341, + "255": 0.766644299030304 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/twonorm/fold_1/result.json b/UCI_N4/aol/runs/twonorm/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..108cf89ca4ad323bd5738dc2d15668ab718bc10b --- /dev/null +++ b/UCI_N4/aol/runs/twonorm/fold_1/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.9833040421792618, + "test_acc": 0.9746146872166818, + "train_size": 1850, + "val_size": 1138, + "test_size": 4412, + "stats": { + "mean": [ + [ + -0.011274481706054077, + 0.0010725280108108113, + 0.04904605430486482, + 0.00013406402702702838, + 0.0037092568978378815, + -0.03159644886486481, + 0.00852751402702707, + -0.014074217665405411, + 0.026686750430270245, + 0.023341407989189197, + 0.00574216419659461, + -0.019635965771891885, + 0.04072469101081081, + 0.00963421142594593, + -0.044921805624324275, + -0.025982841086486463, + -0.0002432451580000008, + -0.011375726291891854, + 0.021153889262702744, + 0.01900583370702701 + ] + ], + "std": [ + [ + 0.9976085735229742, + 1.0108425474557818, + 1.0105604700510442, + 1.0350336168987333, + 0.990362036249636, + 0.9744762030983907, + 1.0066091603129825, + 0.984656658886602, + 0.9965234554482512, + 0.973435364067005, + 0.9921055599456662, + 1.0065413490604112, + 1.0042400869906856, + 0.9880184758483341, + 0.9898502752755675, + 0.992736848303296, + 0.9922171097916167, + 1.0043754412776131, + 0.9893350555688326, + 0.9868441569808528 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4202, + "cert_evals": { + "36": 0.9646418690681458, + "72": 0.9496826529502869, + "108": 0.9317769408226013, + "255": 0.779691755771637 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/twonorm/fold_2/result.json b/UCI_N4/aol/runs/twonorm/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4c5dbbade7dbeca886f3b33ac45cdf8b794bd733 --- /dev/null +++ b/UCI_N4/aol/runs/twonorm/fold_2/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.9758497316636852, + "test_acc": 0.9796931407942239, + "train_size": 1850, + "val_size": 1118, + "test_size": 4432, + "stats": { + "mean": [ + [ + 0.003976000881081077, + 0.010715774432432398, + -0.017786920248648645, + 0.0036804860497297266, + 0.002183984135675682, + 0.01946380120540544, + -0.009359299564702704, + -0.02816081002594586, + 0.031211165720540515, + 0.0197382945891892, + 0.004506140226864866, + -0.01331618493945946, + 0.014995027385405353, + -0.001854380632432439, + -0.01958510810810805, + -0.00386884019891889, + -0.017393956009891888, + -0.0021528696070270597, + 0.005169307811351341, + 0.0024582379264864846 + ] + ], + "std": [ + [ + 1.009760000740286, + 1.0090347482418227, + 1.0148186512036792, + 1.0060022323323823, + 0.9990626780886653, + 0.9896872166496508, + 0.9763805914536888, + 0.9957691924612021, + 0.9906698247495431, + 1.0035665264537232, + 0.9947437173054162, + 1.0004339807413987, + 0.9823451342038293, + 1.0178129069401878, + 1.020030588883728, + 1.0098245678900148, + 0.9925509761821191, + 0.984129704899966, + 1.021860274128779, + 1.0179863343134843 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4202, + "cert_evals": { + "36": 0.9695397019386292, + "72": 0.9535198211669922, + "108": 0.9336642622947693, + "255": 0.8052797913551331 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/twonorm/fold_3/result.json b/UCI_N4/aol/runs/twonorm/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3eb1ed2624ce0230d473240939540fd19de237d6 --- /dev/null +++ b/UCI_N4/aol/runs/twonorm/fold_3/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 11, + "best_val_acc": 0.9821428571428571, + "test_acc": 0.980135440180587, + "train_size": 1850, + "val_size": 1120, + "test_size": 4430, + "stats": { + "mean": [ + [ + -0.020650926096864895, + 0.0029367999405405425, + -0.006630237378378379, + 0.010420081979243248, + -0.001797412861621615, + 0.006000229992972958, + 0.02513403323243256, + -0.04051091970432429, + 0.016437013362162183, + 0.008169780156756753, + 0.010605073612270283, + -0.014074353574054115, + 0.001890994940540519, + -0.00912456161891894, + -0.011556316408108112, + -0.004322038713513496, + -0.0011294842637837807, + -0.006298975859459421, + 0.017070309424864923, + 0.0166714651562162 + ] + ], + "std": [ + [ + 0.9799722867298174, + 0.9831760308737035, + 1.0071900480073166, + 1.003544153680456, + 0.9998334222405475, + 0.997242014320636, + 0.9816671365897304, + 0.9927759081786102, + 1.0236053141912813, + 0.9882650425660089, + 1.0199540485168141, + 0.9750354662835033, + 1.000698654175577, + 0.9953898045603353, + 0.9850292707815245, + 0.9950063778865423, + 0.9842233774554926, + 1.0005588371487018, + 1.0122840782683846, + 1.0155158561773454 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4202, + "cert_evals": { + "36": 0.9656884670257568, + "72": 0.9519187211990356, + "108": 0.9311512112617493, + "255": 0.7823927402496338 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/vertebral-column-2clases/fold_0/result.json b/UCI_N4/aol/runs/vertebral-column-2clases/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d3284b455e1b967d2bdecb9a4104510166fc1f2e --- /dev/null +++ b/UCI_N4/aol/runs/vertebral-column-2clases/fold_0/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 67, + "best_val_acc": 0.8813559322033898, + "test_acc": 0.6954022988505747, + "train_size": 77, + "val_size": 59, + "test_size": 174, + "stats": { + "mean": [ + [ + -0.04851593662337664, + -0.013603715584415602, + 0.017817786623376606, + -0.052196842324675335, + -0.002157415584415587, + -0.03604349805194806 + ] + ], + "std": [ + [ + 0.9285507134809343, + 1.06595981877074, + 0.9952787423256769, + 0.8624418582955644, + 0.9372946280214954, + 0.7536679299194217 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 422, + "cert_evals": { + "36": 0.13218390941619873, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/vertebral-column-2clases/fold_1/result.json b/UCI_N4/aol/runs/vertebral-column-2clases/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..46d9b4a93883f4d1592dadd0a0125a2b5d414dd0 --- /dev/null +++ b/UCI_N4/aol/runs/vertebral-column-2clases/fold_1/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 49, + "best_val_acc": 0.8095238095238095, + "test_acc": 0.7905759162303665, + "train_size": 77, + "val_size": 42, + "test_size": 191, + "stats": { + "mean": [ + [ + -0.01160272857142857, + 0.19142412077922066, + 0.13749096324675333, + -0.1576678293376624, + 0.1349718081818182, + 0.01367927922077926 + ] + ], + "std": [ + [ + 0.9739076978851005, + 1.1234128014311557, + 1.0980714645789118, + 0.9124304878226723, + 0.8779104710989865, + 0.8103068848046617 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 422, + "cert_evals": { + "36": 0.16230367124080658, + "72": 0.010471204295754433, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/vertebral-column-2clases/fold_2/result.json b/UCI_N4/aol/runs/vertebral-column-2clases/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..cdf14e18a254c6c67b2925b4dcdc2380dd25eab7 --- /dev/null +++ b/UCI_N4/aol/runs/vertebral-column-2clases/fold_2/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 79, + "best_val_acc": 0.35294117647058826, + "test_acc": 0.3956043956043956, + "train_size": 77, + "val_size": 51, + "test_size": 182, + "stats": { + "mean": [ + [ + -0.08900769350649353, + 0.022068336363636327, + -0.17777378870129867, + -0.13070269816883123, + -0.08019039701298694, + 0.034270005844155946 + ] + ], + "std": [ + [ + 1.1891598679346718, + 1.0629718968025748, + 0.9683921685715591, + 1.1934548554540982, + 1.0519483392859137, + 1.4108241281173226 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 422, + "cert_evals": { + "36": 0.26923078298568726, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/vertebral-column-2clases/fold_3/result.json b/UCI_N4/aol/runs/vertebral-column-2clases/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2a943b4379a5bb41c8466ed135e5e42ff518c7c9 --- /dev/null +++ b/UCI_N4/aol/runs/vertebral-column-2clases/fold_3/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.8043478260869565, + "test_acc": 0.6470588235294118, + "train_size": 77, + "val_size": 46, + "test_size": 187, + "stats": { + "mean": [ + [ + -0.06772925194805193, + -0.07967984805194804, + -0.14121441038961047, + -0.02757299220779231, + -0.014883416753246786, + -0.1100020467532468 + ] + ], + "std": [ + [ + 1.0828152543652132, + 1.0199396915025827, + 0.9339640371725322, + 0.9916023829290741, + 1.077978313814909, + 0.7401101130023645 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 422, + "cert_evals": { + "36": 0.10160428285598755, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/vertebral-column-3clases/fold_0/result.json b/UCI_N4/aol/runs/vertebral-column-3clases/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0f952e7e2f941eff9dccf99c00c9174d04ec2f85 --- /dev/null +++ b/UCI_N4/aol/runs/vertebral-column-3clases/fold_0/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.11363636363636363, + "test_acc": 0.21164021164021163, + "train_size": 77, + "val_size": 44, + "test_size": 189, + "stats": { + "mean": [ + [ + -0.017758871428571372, + -0.13893042727272728, + -0.08468526142857148, + 0.08071379740259733, + 0.06779229129870129, + 0.08923458311688294 + ] + ], + "std": [ + [ + 1.0953816731705295, + 0.8966984943146973, + 0.956938148341136, + 1.2077590425927807, + 1.073031602135157, + 1.464104633953606 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 3, + "depth": 4, + "padding": 12, + "parameters": 435, + "cert_evals": { + "36": 0.21164020895957947, + "72": 0.08994708955287933, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/vertebral-column-3clases/fold_1/result.json b/UCI_N4/aol/runs/vertebral-column-3clases/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f554e5a56960b89174974e835948973fb4196cc0 --- /dev/null +++ b/UCI_N4/aol/runs/vertebral-column-3clases/fold_1/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.7407407407407407, + "test_acc": 0.7541899441340782, + "train_size": 77, + "val_size": 54, + "test_size": 179, + "stats": { + "mean": [ + [ + -0.049201149350649384, + -0.06358896883116881, + -0.11700971038961039, + -0.01579821818181819, + -6.0709350649427305e-05, + 0.0891967623376624 + ] + ], + "std": [ + [ + 1.093043067173537, + 1.0341900281252163, + 0.948390256340442, + 1.1192974642236186, + 1.0160280673716198, + 1.4089004707085644 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 3, + "depth": 4, + "padding": 12, + "parameters": 435, + "cert_evals": { + "36": 0.3240223228931427, + "72": 0.09497206658124924, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/vertebral-column-3clases/fold_2/result.json b/UCI_N4/aol/runs/vertebral-column-3clases/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8419f23789438eb6012e6215f8dbd8ec4ffd0aff --- /dev/null +++ b/UCI_N4/aol/runs/vertebral-column-3clases/fold_2/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 16, + "best_val_acc": 0.2857142857142857, + "test_acc": 0.24293785310734464, + "train_size": 77, + "val_size": 56, + "test_size": 177, + "stats": { + "mean": [ + [ + -0.030620783376623464, + -0.15526778051948048, + -0.0557417341558442, + 0.0764179809090909, + -0.11299565064935047, + -0.10344603831168832 + ] + ], + "std": [ + [ + 0.9944305280127423, + 0.9108287434677631, + 0.8529822131400763, + 0.9664086884725089, + 0.9649650863065573, + 0.713799883374489 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 3, + "depth": 4, + "padding": 12, + "parameters": 435, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/vertebral-column-3clases/fold_3/result.json b/UCI_N4/aol/runs/vertebral-column-3clases/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..17ec529bca592eaeb94ebf4c8515d6c7eab87d1f --- /dev/null +++ b/UCI_N4/aol/runs/vertebral-column-3clases/fold_3/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 59, + "best_val_acc": 0.5094339622641509, + "test_acc": 0.5666666666666667, + "train_size": 77, + "val_size": 53, + "test_size": 180, + "stats": { + "mean": [ + [ + 0.20264046623376622, + 0.3261196974025974, + 0.10299690753246762, + 0.017040496636363645, + -0.09640795220779223, + 0.03692924155844167 + ] + ], + "std": [ + [ + 1.1066380009229393, + 1.1415960579871545, + 1.0733819141948675, + 1.089301161345955, + 0.9585561559088557, + 0.8693443253284101 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 3, + "depth": 4, + "padding": 12, + "parameters": 435, + "cert_evals": { + "36": 0.011111111380159855, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wall-following/fold_0/result.json b/UCI_N4/aol/runs/wall-following/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..aee781970503c248162a355da59f90cd16edab4d --- /dev/null +++ b/UCI_N4/aol/runs/wall-following/fold_0/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 44, + "best_val_acc": 0.7341463414634146, + "test_acc": 0.722799511002445, + "train_size": 1364, + "val_size": 820, + "test_size": 3272, + "stats": { + "mean": [ + [ + -0.005686892404692003, + 0.022638621533284334, + 0.0029726543621700742, + -0.007766223049853293, + -0.008952794454545568, + 0.009051411851906211, + 0.004111615835777271, + 0.054535739948680446, + 0.01721141257331339, + -0.00017557098093850144, + -0.0030259690689149518, + -0.015323145063782956, + 0.004263515249266924, + 0.013408757045454725, + -0.0019448981744868829, + 0.0003941872595307252, + -0.023833700213343096, + -0.0418792441422289, + -0.01742122004472146, + -0.01653938162023472, + 0.004910744486803571, + 0.04303871550586514, + -0.015449803416422289, + -0.003778200753665663 + ] + ], + "std": [ + [ + 0.9538903586600096, + 1.0100879107934733, + 1.0049069273556643, + 0.9922954720481119, + 0.9870136651293122, + 0.990779450218937, + 0.997732207974109, + 1.0249084242333972, + 1.0039227101782235, + 0.9840871960957936, + 0.9963448823117925, + 0.9855998980612843, + 1.0024509972558129, + 1.0025416545074122, + 0.9881545916458445, + 1.0165283990308178, + 0.9738216818182036, + 0.9275548118344852, + 0.9839704565560611, + 0.9728388862456517, + 1.0184938963953918, + 1.0303474329203226, + 0.9612235203553664, + 0.9816909108470405 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 4, + "depth": 4, + "padding": 48, + "parameters": 6100, + "cert_evals": { + "36": 0.6439486742019653, + "72": 0.5586797595024109, + "108": 0.4584352374076843, + "255": 0.1369193196296692 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wall-following/fold_1/result.json b/UCI_N4/aol/runs/wall-following/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ef2afe4918a7328c5dd14160a03050dd0fe19f33 --- /dev/null +++ b/UCI_N4/aol/runs/wall-following/fold_1/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 63, + "best_val_acc": 0.7334167709637046, + "test_acc": 0.7351958700273307, + "train_size": 1364, + "val_size": 799, + "test_size": 3293, + "stats": { + "mean": [ + [ + -0.02975309696847506, + 0.005558309164222893, + 0.004718745812316816, + -0.020307799296187545, + -0.007320344633431353, + -0.028494500266862125, + -0.024019284164222755, + 0.009570253951612977, + 0.01097609736070351, + -0.00032918113929638346, + 0.032141068781524784, + 0.02072696681818175, + 0.02201199852639303, + 0.02843859972873922, + -0.010288174340176055, + -0.0025629487653958533, + 0.014673984588709695, + -0.0024179095725806485, + 0.011989980659823955, + 0.014437480175952963, + 0.010780398057038091, + -0.02107569172287382, + 0.018757813350439904, + -0.03195081329985328 + ] + ], + "std": [ + [ + 0.945216136192205, + 0.9992147601024853, + 1.0013950133535414, + 1.0070090886620435, + 1.0100405651888793, + 1.0035220275618202, + 1.0076868559644707, + 1.0146043586860587, + 1.0036702207634716, + 1.0020409725295103, + 1.0195319569843622, + 1.018330702441904, + 1.0188371291097438, + 1.0099651693219551, + 0.9929137513000473, + 0.9893773454929811, + 1.0312952518146736, + 0.9850531254011928, + 0.9991545369015657, + 1.024970910904686, + 1.0211398104956508, + 0.9811793320532708, + 1.0213393023608297, + 0.9709259568406406 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 4, + "depth": 4, + "padding": 48, + "parameters": 6100, + "cert_evals": { + "36": 0.6529000997543335, + "72": 0.5539022088050842, + "108": 0.4555116891860962, + "255": 0.14029760658740997 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wall-following/fold_2/result.json b/UCI_N4/aol/runs/wall-following/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..36713efb66acfddbd2e1c130f6616cfc82f4e4e5 --- /dev/null +++ b/UCI_N4/aol/runs/wall-following/fold_2/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 84, + "best_val_acc": 0.7407847800237812, + "test_acc": 0.725622885266072, + "train_size": 1364, + "val_size": 841, + "test_size": 3251, + "stats": { + "mean": [ + [ + 0.01872266574486808, + 0.006327694957038103, + -0.07104427478152507, + -0.011521076319648046, + -0.004222936934017776, + -0.012975204868035104, + -0.01602920872434, + 0.018177438951613122, + 0.001741687587976442, + 0.026653914322580085, + 0.006544868966275523, + -0.0006487189816715815, + -0.006107012813782889, + -0.017521736390762342, + -0.02309750486070397, + 0.015360951164222853, + -0.05447749436730212, + 0.011644383885630553, + -0.005685932580645217, + 0.033520921312316744, + 0.015700824787390003, + 0.00464063532258066, + -0.007768450139296197, + -0.01706286590102635 + ] + ], + "std": [ + [ + 1.0075883148093572, + 0.9956149685197124, + 0.9336114810272496, + 1.0053964412297443, + 1.0037906536892414, + 0.9889864422444196, + 0.993232391245941, + 1.0033346943820691, + 1.0019335251023536, + 1.015228028452373, + 1.0184871692443849, + 0.9950347742751352, + 1.001225456339628, + 0.9911991075823401, + 0.9891922963313015, + 1.020897686359133, + 0.9021478154164623, + 1.027059313060404, + 0.9920589942567254, + 1.037458331459377, + 1.0154700216289818, + 1.0017979731537894, + 0.9794245346392066, + 0.9721130758506005 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 4, + "depth": 4, + "padding": 48, + "parameters": 6100, + "cert_evals": { + "36": 0.6407259106636047, + "72": 0.5638265013694763, + "108": 0.4767763614654541, + "255": 0.16118116676807404 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wall-following/fold_3/result.json b/UCI_N4/aol/runs/wall-following/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6701a82d44166f75216b1ba25b5a925b1e91bca8 --- /dev/null +++ b/UCI_N4/aol/runs/wall-following/fold_3/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 51, + "best_val_acc": 0.7463592233009708, + "test_acc": 0.7331701346389229, + "train_size": 1364, + "val_size": 824, + "test_size": 3268, + "stats": { + "mean": [ + [ + 0.02031997529545452, + -0.033795195992888556, + -0.02352743731011721, + 0.01124182900293254, + -0.01151259605278599, + -0.015031226107038104, + 0.03267076282991228, + 0.0279429813196483, + -0.007205795674486686, + -0.0060127819017595785, + 0.01344909527859221, + 0.01992942824853357, + -0.01951502722360692, + -0.029693211412756465, + -0.009494099098240562, + -0.01795489370381231, + 0.010101200832844593, + -0.0059742676495601315, + -0.017900947921847564, + -0.021026184816715806, + 0.016916847096700823, + -0.0052597014662755836, + 0.032237512456011766, + 0.007093840727272726 + ] + ], + "std": [ + [ + 1.0112945026202158, + 0.970221558754097, + 0.9823204142944053, + 1.0136980604051529, + 0.982757495735732, + 0.9808366104043786, + 1.001324458975229, + 1.0152847209982614, + 0.9908830298302452, + 0.9932341203049162, + 1.0097191496904292, + 1.0252804409457419, + 0.9852042484069533, + 0.992545202932286, + 0.9901306066571973, + 0.9793681779580009, + 0.9956413121371739, + 0.9901468286266072, + 0.9701309779282022, + 0.9725832802282708, + 1.0307338552882614, + 0.991132554001173, + 1.0343162251093825, + 0.9974059438112418 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 4, + "depth": 4, + "padding": 48, + "parameters": 6100, + "cert_evals": { + "36": 0.6419828534126282, + "72": 0.5364137291908264, + "108": 0.4522643983364105, + "255": 0.1517747938632965 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/waveform-noise/fold_0/result.json b/UCI_N4/aol/runs/waveform-noise/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e2adf2dac29408017fc707a4849f892950f12609 --- /dev/null +++ b/UCI_N4/aol/runs/waveform-noise/fold_0/result.json @@ -0,0 +1,110 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.874189364461738, + "test_acc": 0.8546492111446794, + "train_size": 1250, + "val_size": 771, + "test_size": 2979, + "stats": { + "mean": [ + [ + 0.04109552382399996, + -0.007068212280000003, + 0.014182510261599956, + 0.0026211762400000084, + 0.014018176879999957, + 0.02370059650560003, + 0.004374500936000023, + -0.0038294597343999904, + -0.014804110096000014, + 0.00045386584799994817, + -0.010192400336000008, + -0.01903542342399992, + -0.010784385815999982, + -0.005200951027200047, + -0.002328150511999989, + 0.014533825215999989, + 0.007865440576000029, + -0.025042890535999954, + -0.005855280768000005, + 0.010768292656000005, + -0.029557043135999994, + 0.02497473343199999, + 0.0059397922879999695, + 0.02985397081600005, + 0.034868211864000014, + -0.03436343556000003, + 0.022563571339200006, + 0.013530936152000026, + 0.006182852718399999, + 0.02533174106799999, + -0.023453127760000032, + -0.012310209543200052, + 0.023519454263999984, + -0.010153050279999989, + 0.015502481212800007, + 0.010150338703999973, + 0.0053944454240000125, + -0.0034366949536000007, + -0.005722000272000003, + 0.007498833936000044 + ] + ], + "std": [ + [ + 1.0036717936871953, + 1.0115164152393803, + 1.0267935868392655, + 1.0141719003383043, + 1.0034317001981041, + 0.9959239723426369, + 0.9939861987845015, + 1.0288633031133263, + 1.0043429776096469, + 0.9779096908533591, + 1.0249129338514036, + 1.0084484801657798, + 1.0020500717103944, + 1.026928437823279, + 1.009036128138247, + 1.0055555854598206, + 0.9775356004635903, + 1.0198250392925892, + 0.9777825735121067, + 0.9997432850888442, + 1.0057789366361842, + 1.0008832746108618, + 0.9887462327692325, + 0.9949832502604571, + 0.9939865250881332, + 0.9973380026834073, + 0.977390812504474, + 0.998438673003916, + 0.9765375704247188, + 1.0137678154638436, + 0.9930247910455883, + 1.0298745659129236, + 0.9839097409542001, + 0.991922743066992, + 1.0070087822831295, + 0.9876272290873123, + 1.0098641388551413, + 1.0215112956805443, + 1.0133094868761658, + 0.98802284916221 + ] + ] + }, + "width": 128, + "in_features": 40, + "out_features": 3, + "depth": 4, + "padding": 80, + "parameters": 16483, + "cert_evals": { + "36": 0.790198028087616, + "72": 0.7076200246810913, + "108": 0.6159785389900208, + "255": 0.1910036951303482 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/waveform-noise/fold_1/result.json b/UCI_N4/aol/runs/waveform-noise/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d22fcd59ed68a2a750dd0ce2a56f7c274cae50e3 --- /dev/null +++ b/UCI_N4/aol/runs/waveform-noise/fold_1/result.json @@ -0,0 +1,110 @@ +{ + "best_epoch": 21, + "best_val_acc": 0.8722294654498044, + "test_acc": 0.8716057660073752, + "train_size": 1250, + "val_size": 767, + "test_size": 2983, + "stats": { + "mean": [ + [ + 0.044322997631999955, + 0.029345537880000067, + -0.011366358759840026, + -0.0005867047360000063, + -0.006665745688000015, + -0.006024195060800007, + -0.013584043487999992, + -0.024554553948799986, + 0.01623729534400002, + -0.007884222439999988, + 0.0019230570479999735, + -0.02265010408799999, + 0.007417331240000002, + -0.002911046979200009, + 0.020059001183999964, + 0.01574975624800002, + 0.02813207348000001, + 0.004678202063999986, + 0.028763643272000018, + 0.018513851640000002, + 0.0358815304, + 0.028113823255999978, + -0.00718522141599999, + -0.006245005135999949, + 0.011452240719999996, + -0.039296166616000015, + 0.013289260721600025, + -0.003815815991999974, + -0.001233308884800033, + 0.0033645557719999956, + 0.02454588116, + 0.010769942833599997, + 0.008991375496000034, + -0.012577069439999996, + 0.051492131759200026, + 0.009570444000000011, + 0.022488379120000006, + -0.00477033891360003, + -0.009759721552000007, + 0.0046987019359999846 + ] + ], + "std": [ + [ + 0.9680395488640641, + 0.9731934131975439, + 1.0256129853497884, + 1.0016500605542749, + 0.9832741110357304, + 1.0155722609031699, + 1.0177266822426836, + 1.0012352994664209, + 1.0017870547556, + 0.9825996623950224, + 1.0116415424885532, + 1.0008713618877405, + 1.004966285943376, + 0.991554206326663, + 1.0098780435455994, + 1.0036202953348388, + 0.9885930770833588, + 1.000767817574134, + 0.9955550387843519, + 1.0082268705074462, + 0.9951019252067327, + 0.9944184018582543, + 1.0206633343240308, + 1.0149218534426545, + 0.9851575763005246, + 0.9922537027672286, + 1.0164765099719621, + 1.0106305279893444, + 1.006251693120508, + 0.9864167800458236, + 1.0043559273464866, + 0.9969845117753792, + 0.99621846666241, + 1.0281731534980536, + 0.9986967919798584, + 0.9696604033255324, + 0.9966142799032668, + 0.9849892430729312, + 1.0057643181118128, + 1.0029305279401282 + ] + ] + }, + "width": 128, + "in_features": 40, + "out_features": 3, + "depth": 4, + "padding": 80, + "parameters": 16483, + "cert_evals": { + "36": 0.8132752180099487, + "72": 0.7502514719963074, + "108": 0.6697955131530762, + "255": 0.3003687560558319 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/waveform-noise/fold_2/result.json b/UCI_N4/aol/runs/waveform-noise/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0c153ad653e565510ed766c03a034037cf7d0e03 --- /dev/null +++ b/UCI_N4/aol/runs/waveform-noise/fold_2/result.json @@ -0,0 +1,110 @@ +{ + "best_epoch": 11, + "best_val_acc": 0.8670360110803325, + "test_acc": 0.8550198150594451, + "train_size": 1250, + "val_size": 722, + "test_size": 3028, + "stats": { + "mean": [ + [ + 0.014308189376000027, + 0.028783297960000027, + 0.03795345253087996, + 0.013117279295999998, + 0.032089058063999955, + 0.012632187806400005, + 0.018484099464000054, + 0.009576141620799988, + 0.036987581783999995, + -0.006325697687999988, + -0.02381616588800001, + -0.008374505503999985, + -0.04596340019200004, + -0.03257486172959995, + -0.021728262640000023, + -0.019410886679999996, + -0.04224714851999999, + -0.02175625772000002, + -0.0017738945599999954, + 0.006572127119999979, + 0.015226716143999997, + -0.002422181303999986, + -0.025979705407999994, + 0.022093594352000027, + 0.03834592470399997, + -0.009863329287999975, + 0.020212545147199973, + 0.0037560529200000177, + 0.03646794663519996, + -0.018870360144, + -0.011957785879999988, + 0.016431144787999986, + 0.014396109119999995, + 0.008498349159999984, + 0.012689327942400006, + -0.00249464457599998, + -0.022068862224000004, + -0.0005122236512000032, + 0.008362260016000047, + -0.02581517636800003 + ] + ], + "std": [ + [ + 1.0188927880817935, + 0.9988893028885985, + 1.0203039986619837, + 1.0176161206264251, + 1.0298233594756412, + 1.032613885870231, + 1.0145448604818694, + 1.0020618139895976, + 0.9933894833504273, + 0.9801525816452665, + 0.9828864827428538, + 1.0084878782151452, + 1.0036037092630097, + 0.9753885414870564, + 1.015306973575768, + 0.9941278153766206, + 0.9825139145564932, + 0.9962329520442799, + 0.9688294278798073, + 0.98310050706914, + 0.9843726349902746, + 0.9830497457267643, + 1.019877833578896, + 1.0231451225251817, + 0.9901755816567956, + 0.9958326894928737, + 1.032928859241582, + 0.9924515511719896, + 0.9749189762682579, + 1.0285239667561281, + 1.002192158381019, + 0.9935329644391413, + 1.0052344609016668, + 1.0064075388331128, + 1.0160814777549847, + 0.9845645364365565, + 0.9925488055513885, + 1.0072044814714247, + 1.0303878632271122, + 0.9885231209627763 + ] + ] + }, + "width": 128, + "in_features": 40, + "out_features": 3, + "depth": 4, + "padding": 80, + "parameters": 16483, + "cert_evals": { + "36": 0.7982166409492493, + "72": 0.7215984463691711, + "108": 0.6337516903877258, + "255": 0.21532365679740906 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/waveform-noise/fold_3/result.json b/UCI_N4/aol/runs/waveform-noise/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f67a19b1de1ffc6d6223be1182a670142b8c9511 --- /dev/null +++ b/UCI_N4/aol/runs/waveform-noise/fold_3/result.json @@ -0,0 +1,110 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.8728476821192053, + "test_acc": 0.8607679465776293, + "train_size": 1250, + "val_size": 755, + "test_size": 2995, + "stats": { + "mean": [ + [ + -0.036278040016000025, + 0.00810417363999999, + 0.0013843179736000206, + -0.0018023679760000122, + -0.005956154304000002, + 0.025961240582400028, + 0.010167898040000027, + 0.01906255140800001, + -0.02535409856000002, + 0.013357130255999999, + -0.007777053167999971, + 0.007395055352000006, + -0.009246732704000024, + 0.000417141663999981, + -0.012846879495999965, + -0.011422848472000015, + -0.02694291900799997, + -0.010714078007999981, + -0.017699573224000033, + 0.006549602159999982, + 0.02394824680000007, + -0.027398905735999915, + -0.006791929848000011, + 0.016008580479999996, + 0.04892266430400006, + 0.035720964879999914, + 0.03039491798320002, + 0.0066352822719999895, + -0.02569047550079999, + 0.01171173369999999, + 0.022736661080000005, + -0.02455200705200002, + 0.03534526224799999, + 0.039964129560000006, + 0.04194475229440003, + 0.012341044367999982, + 0.04449289257600006, + 0.05609793443199992, + 0.037631368336000094, + -0.0013801063520000427 + ] + ], + "std": [ + [ + 0.9967186390712067, + 1.0046232169850224, + 0.9740084152266493, + 0.9826095647211786, + 0.9807015091355339, + 0.9903924974929869, + 0.9994986310830332, + 0.999954070658992, + 1.0016268406564945, + 1.0082593311694388, + 1.0031753015138711, + 1.0033236672468044, + 0.987229114309021, + 1.0132234933998234, + 0.9873167353551544, + 0.983479654201213, + 1.011117373386074, + 1.0372041491820654, + 0.9890339764711912, + 0.9663488793448463, + 1.0078666660648328, + 0.9894244150573558, + 1.0015699231644122, + 1.0021673571075749, + 0.98850640710336, + 1.0232697675089457, + 1.0136787449302005, + 1.0052546165431762, + 0.9928535231583258, + 0.9947831559397796, + 0.9947379135130683, + 0.968921467398204, + 1.0158922450868932, + 0.9723954832645065, + 0.9861131949259808, + 1.0009190287109688, + 0.9931377428957798, + 1.0140326666524644, + 0.9958387641879904, + 0.9761305424003285 + ] + ] + }, + "width": 128, + "in_features": 40, + "out_features": 3, + "depth": 4, + "padding": 80, + "parameters": 16483, + "cert_evals": { + "36": 0.8073455691337585, + "72": 0.7459098696708679, + "108": 0.6744574308395386, + "255": 0.3252086937427521 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/waveform/fold_0/result.json b/UCI_N4/aol/runs/waveform/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ab6f388c3fabec239695507db1cd7a9a999579d8 --- /dev/null +++ b/UCI_N4/aol/runs/waveform/fold_0/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 25, + "best_val_acc": 0.8852242744063324, + "test_acc": 0.858957219251337, + "train_size": 1250, + "val_size": 758, + "test_size": 2992, + "stats": { + "mean": [ + [ + 0.020179633495999987, + 0.011963990736, + -0.033601846864, + -0.041786463160000016, + -0.03154164217599994, + -0.040098393640000014, + -0.043940430239999995, + -0.03151536300719995, + -0.036418570040000015, + 0.043107926798400066, + 0.03738288511999999, + -0.0024740305919999984, + 0.03243670563199995, + 0.011112976024000014, + 0.03951120671200011, + 0.0219850811552, + 0.028168458383999943, + 0.06235075759679998, + 0.020069774392, + 0.007039422583999985, + -0.02925996517600002 + ] + ], + "std": [ + [ + 0.9901799387654557, + 1.0306402386317552, + 0.9708771794256926, + 0.9608246419787663, + 1.0044852476869415, + 0.9877134023221446, + 0.9749943080882616, + 1.0123255354438774, + 0.986958011185208, + 1.0005937342506195, + 0.9789827068743525, + 1.0033150982759136, + 0.9538985981244916, + 1.006689675325801, + 0.9956488213117433, + 1.001823072865656, + 0.9921420818481883, + 0.9865005595269615, + 1.0350777753049674, + 1.0160784990711804, + 0.9870983405424562 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4665, + "cert_evals": { + "36": 0.8078208565711975, + "72": 0.7556818127632141, + "108": 0.6871657967567444, + "255": 0.35695189237594604 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/waveform/fold_1/result.json b/UCI_N4/aol/runs/waveform/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..132b9e6ce1844942c16876c2d84e4296b128416e --- /dev/null +++ b/UCI_N4/aol/runs/waveform/fold_1/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 33, + "best_val_acc": 0.8801089918256131, + "test_acc": 0.870026525198939, + "train_size": 1250, + "val_size": 734, + "test_size": 3016, + "stats": { + "mean": [ + [ + 0.010216515320000044, + -0.04063758078400007, + 0.025120129951999963, + -0.025077058975999964, + 0.003169892232000061, + -0.01685490820000002, + -0.011714589596800004, + -0.03299081049600003, + -0.01699664363999998, + -0.018953863726399994, + -0.010869116344000016, + 0.041914844448000185, + -0.01596277459040001, + 0.012558276106399974, + 0.026120965832000048, + 0.03314989547359999, + 0.03347167229600001, + 0.023257175787200043, + 0.017851450192000014, + -0.004257698511999955, + -0.04945521833600015 + ] + ], + "std": [ + [ + 1.0013552490719653, + 0.9855864106795154, + 0.9729457372221003, + 0.9924096158327768, + 1.0128588967374343, + 1.0016694374565032, + 1.0094886119500357, + 1.0100863354319733, + 1.0019192663797813, + 0.9946338222875807, + 0.999064791075417, + 1.0101141099838185, + 0.9759008425547311, + 1.0113866649689796, + 1.0124143691513183, + 1.0133948233035053, + 1.0110196515539809, + 1.0206255456252598, + 1.0155072750087655, + 0.9949826852691384, + 0.9838169172120375 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4665, + "cert_evals": { + "36": 0.8229442834854126, + "72": 0.761273205280304, + "108": 0.6959549188613892, + "255": 0.3756631314754486 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/waveform/fold_2/result.json b/UCI_N4/aol/runs/waveform/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..00970fd012f1af582bdabddf644d0e582e25a742 --- /dev/null +++ b/UCI_N4/aol/runs/waveform/fold_2/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 31, + "best_val_acc": 0.8770053475935828, + "test_acc": 0.8757495003331113, + "train_size": 1250, + "val_size": 748, + "test_size": 3002, + "stats": { + "mean": [ + [ + 0.007048574136000094, + -0.015209897391999988, + 0.011429607696000007, + -0.03273079147199999, + -0.023185516656000008, + 0.003389837535999984, + 0.0013940158719999971, + -0.00547288197039998, + 0.006071109367999992, + 0.005879158908799994, + 0.032166854647999996, + 0.005692848927999994, + 0.022531058751999993, + 0.009790249777599982, + 0.0040757011359999935, + 0.030061611308799984, + 0.029284791384000003, + 0.02420849601600001, + 0.014083066104000005, + 0.02953013189600018, + -0.004491209880000014 + ] + ], + "std": [ + [ + 0.9996125618988059, + 0.9720078266135495, + 1.0135851933941078, + 1.0319065276512462, + 0.9931170056559575, + 0.9993639751369633, + 0.9853632660237902, + 0.9995807541677071, + 1.0238743231650074, + 0.9969840482557133, + 0.9979292933830571, + 1.0142743499688514, + 1.001427080201001, + 0.9998997970203162, + 1.0142762186668912, + 1.0117340691797234, + 1.0099181268245983, + 1.0006047030346061, + 0.9985746890321932, + 1.0069732844455408, + 1.0040803599543435 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4665, + "cert_evals": { + "36": 0.8244503736495972, + "72": 0.7644903659820557, + "108": 0.6912058591842651, + "255": 0.3840772807598114 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/waveform/fold_3/result.json b/UCI_N4/aol/runs/waveform/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..db948030ae3b5ac5202c0c5ac0439e254350dbfd --- /dev/null +++ b/UCI_N4/aol/runs/waveform/fold_3/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 34, + "best_val_acc": 0.8700410396716827, + "test_acc": 0.8714806227227558, + "train_size": 1250, + "val_size": 731, + "test_size": 3019, + "stats": { + "mean": [ + [ + -0.009131498528000003, + -0.0039044835359999803, + 0.07005067444800003, + -0.010843439071999996, + 0.006077575768000002, + -0.013402124615999992, + -0.0034755865247999887, + 0.0036035160240000075, + -0.0006721240640000021, + -0.006537375988799971, + -0.015753593288000012, + 0.013293681728000002, + -0.011138352720000024, + -0.025798392399999908, + 0.0029978399759999904, + 0.017920257033599982, + -0.008153607000000004, + 0.01568651420000006, + -0.051382837735999956, + 0.005123328096000027, + 0.025813726736000034 + ] + ], + "std": [ + [ + 1.0018392101812919, + 1.0020859314875776, + 1.0033561958769905, + 0.9975363296716959, + 0.9849899598871443, + 0.9756730653513883, + 0.993760630561838, + 0.9861757179284345, + 1.0000258312156731, + 1.0000825386418444, + 0.99177201535984, + 1.0234277089306048, + 1.0159176275153121, + 0.9839459155591159, + 0.9943404985027471, + 1.0116349239455822, + 1.0052044277000671, + 0.9841510621883656, + 1.0190638151002673, + 0.9952041186962591, + 1.0328002659610966 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4665, + "cert_evals": { + "36": 0.8261013031005859, + "72": 0.7585293054580688, + "108": 0.6873136758804321, + "255": 0.3749585747718811 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wine-quality-red/fold_0/result.json b/UCI_N4/aol/runs/wine-quality-red/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..639e01be5c49469281a9ee3c0a8d67149820523a --- /dev/null +++ b/UCI_N4/aol/runs/wine-quality-red/fold_0/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 84, + "best_val_acc": 0.4732510288065844, + "test_acc": 0.3692468619246862, + "train_size": 400, + "val_size": 243, + "test_size": 956, + "stats": { + "mean": [ + [ + -0.02693017225000001, + -0.010865180249999969, + 0.01090508905000014, + 0.028862860500000035, + -0.005716316749999986, + -0.0022627200000000882, + -0.008672537749999942, + 0.0023822675999998814, + 0.03910194012499996, + -0.003237799000000088, + -0.015897374500000026 + ] + ], + "std": [ + [ + 0.9743049425383958, + 1.0208202037213217, + 1.0045213439257272, + 1.0312615683961275, + 0.9360785088397681, + 1.0135085097778138, + 1.054760065228032, + 0.9991490231742983, + 0.9910168624962105, + 0.9560724374897602, + 1.0224479021869215 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 6, + "depth": 4, + "padding": 22, + "parameters": 1414, + "cert_evals": { + "36": 0.26882845163345337, + "72": 0.10355648398399353, + "108": 0.013598325662314892, + "255": 0.0010460250778123736 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wine-quality-red/fold_1/result.json b/UCI_N4/aol/runs/wine-quality-red/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..cde05871723ac1be090ec6c4b6c1e78b1c4cb98f --- /dev/null +++ b/UCI_N4/aol/runs/wine-quality-red/fold_1/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.423728813559322, + "test_acc": 0.3935617860851506, + "train_size": 400, + "val_size": 236, + "test_size": 963, + "stats": { + "mean": [ + [ + 0.013418094749999616, + -0.03892854174999997, + 0.03785578170000011, + 0.030990686500000093, + 0.03390959879999997, + -0.02747751350000006, + 0.024918823500000065, + -0.0024924809250000362, + -0.023241676749999992, + 0.00015447274999999162, + 0.017258733749999842 + ] + ], + "std": [ + [ + 1.0484699134032194, + 0.9803949233513032, + 1.0076892023564636, + 1.0290250752162338, + 1.1997081630921285, + 0.9489970021589998, + 1.0263878594773712, + 1.03076931004531, + 0.9684548723090626, + 0.9627052256819137, + 0.9972530011672733 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 6, + "depth": 4, + "padding": 22, + "parameters": 1414, + "cert_evals": { + "36": 0.3208722770214081, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wine-quality-red/fold_2/result.json b/UCI_N4/aol/runs/wine-quality-red/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..002b1d3a1c23967f1b5a63f0ec2fd77f30f3e619 --- /dev/null +++ b/UCI_N4/aol/runs/wine-quality-red/fold_2/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 68, + "best_val_acc": 0.47280334728033474, + "test_acc": 0.41770833333333335, + "train_size": 400, + "val_size": 239, + "test_size": 960, + "stats": { + "mean": [ + [ + -0.0013715520000001779, + -0.035088978500000055, + 0.06416455662500034, + -0.006156608600000014, + 0.0926046769, + -0.01361536200000002, + -0.007988503499999982, + 0.019787725674999798, + -0.030528630750000167, + 0.09543056175000009, + -0.01609288975000005 + ] + ], + "std": [ + [ + 0.9829420987934913, + 0.9707586864617593, + 1.0018786547407759, + 0.964170646447104, + 1.218209093004271, + 0.993770255551407, + 0.9825900214132555, + 0.9579306637091782, + 1.0278450401756267, + 1.103602348070479, + 1.019972708382203 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 6, + "depth": 4, + "padding": 22, + "parameters": 1414, + "cert_evals": { + "36": 0.2864583432674408, + "72": 0.11145833879709244, + "108": 0.02708333544433117, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wine-quality-red/fold_3/result.json b/UCI_N4/aol/runs/wine-quality-red/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e33f92bc1235c2aa68ca9d8f42aebe3b66f09d2b --- /dev/null +++ b/UCI_N4/aol/runs/wine-quality-red/fold_3/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.4083333333333333, + "test_acc": 0.40041710114702816, + "train_size": 400, + "val_size": 240, + "test_size": 959, + "stats": { + "mean": [ + [ + -0.024919883000000052, + 0.11828172599999993, + -0.10639385059999999, + 0.09154341099999996, + -0.0404553217, + 0.02593951999999995, + -0.03595611450000001, + 0.029616401199999934, + 0.04752242037499988, + -0.06532982275000002, + -0.002994586000000021 + ] + ], + "std": [ + [ + 1.0557689652662066, + 1.036986432681799, + 0.9776537301766356, + 1.148436386560584, + 0.6942596510748834, + 1.0910930117650621, + 0.9332303748474275, + 0.9830858412290316, + 0.9796850899079309, + 0.8673250562614796, + 1.0016840683328132 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 6, + "depth": 4, + "padding": 22, + "parameters": 1414, + "cert_evals": { + "36": 0.004171011503785849, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wine-quality-white/fold_0/result.json b/UCI_N4/aol/runs/wine-quality-white/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..96b370058b15962bb7005f27c288e1801bff6668 --- /dev/null +++ b/UCI_N4/aol/runs/wine-quality-white/fold_0/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 53, + "best_val_acc": 0.3251700680272109, + "test_acc": 0.3310649880911875, + "train_size": 1224, + "val_size": 735, + "test_size": 2939, + "stats": { + "mean": [ + [ + -0.0032048589052286994, + -0.028953991503268075, + -0.009521662091503368, + -0.033446381021241915, + -0.021216290767973777, + 0.0013643637254901876, + -0.019732506176470634, + -0.0385083221609477, + -0.012002372222222163, + -0.05735950201797371, + 0.02225335972222248 + ] + ], + "std": [ + [ + 1.023683347421332, + 0.9447226597106944, + 0.9620105291208404, + 0.9658980402573037, + 0.9263448142152314, + 0.9948440839445967, + 0.9740337269720393, + 0.9614465411758055, + 1.0172641404349574, + 0.9821399823923815, + 0.9957833992600652 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 7, + "depth": 4, + "padding": 22, + "parameters": 1437, + "cert_evals": { + "36": 0.20449131727218628, + "72": 0.11262334138154984, + "108": 0.04457298293709755, + "255": 0.005444028414785862 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wine-quality-white/fold_1/result.json b/UCI_N4/aol/runs/wine-quality-white/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0efdedd5ab6339da9b17db28005afcd78003260c --- /dev/null +++ b/UCI_N4/aol/runs/wine-quality-white/fold_1/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.23616734143049933, + "test_acc": 0.240709171496761, + "train_size": 1224, + "val_size": 741, + "test_size": 2933, + "stats": { + "mean": [ + [ + -0.017049376225490367, + 0.014491614133986936, + 0.008908331290849619, + 0.010737108415032604, + 0.04067164330065363, + 0.0329015589869281, + -0.002488432352941375, + 0.006007091343954325, + -0.021524885539215638, + 0.0011987277042483457, + -0.014868995751633802 + ] + ], + "std": [ + [ + 1.0062718660617844, + 0.9894618025720731, + 1.0916182332376316, + 0.9825566386411965, + 1.1470818763060382, + 1.0937605281552916, + 0.9895690762781538, + 0.9664685559760209, + 0.9624746400083976, + 0.9868208733792134, + 0.99380448190184 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 7, + "depth": 4, + "padding": 22, + "parameters": 1437, + "cert_evals": { + "36": 0.0003409478231333196, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wine-quality-white/fold_2/result.json b/UCI_N4/aol/runs/wine-quality-white/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e78441aaabd45574c05fa33604c6f0baa0d07c52 --- /dev/null +++ b/UCI_N4/aol/runs/wine-quality-white/fold_2/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.33655172413793105, + "test_acc": 0.3231603933536792, + "train_size": 1224, + "val_size": 725, + "test_size": 2949, + "stats": { + "mean": [ + [ + -0.008771757843137384, + -0.004596860539215801, + 0.008705725245097917, + -0.034847791446078476, + -0.030826640032679757, + -0.01616954820261436, + -0.03943745302287589, + -0.040444966319444435, + 0.02927997336601328, + 0.006854076119281012, + 0.030744455310457264 + ] + ], + "std": [ + [ + 1.0204079506641692, + 1.0029139391565418, + 1.0078310341851806, + 0.9854918621954571, + 0.9449468354581222, + 0.957020515296538, + 0.954249288652687, + 0.976569994872353, + 0.9899815735473346, + 1.008692992013154, + 0.9893537338950328 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 7, + "depth": 4, + "padding": 22, + "parameters": 1437, + "cert_evals": { + "36": 0.15055951476097107, + "72": 0.03730078041553497, + "108": 0.008816548623144627, + "255": 0.0003390980127733201 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wine-quality-white/fold_3/result.json b/UCI_N4/aol/runs/wine-quality-white/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e647f8b272e822dad3895abf4b1e00c3c61b6db7 --- /dev/null +++ b/UCI_N4/aol/runs/wine-quality-white/fold_3/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 60, + "best_val_acc": 0.3342736248236953, + "test_acc": 0.33962900505902194, + "train_size": 1224, + "val_size": 709, + "test_size": 2965, + "stats": { + "mean": [ + [ + -0.022035407434640455, + 0.006143019934640497, + -0.030651977777777773, + 0.024485125988562038, + -0.018449098774509846, + -0.0018301268790849984, + 0.008402089934640587, + 0.008618634501633892, + -0.035267637908496643, + 0.02360550346405227, + -0.013176123529411856 + ] + ], + "std": [ + [ + 1.0070335678428375, + 0.9660388185917548, + 0.9095987830657093, + 0.9927445013639002, + 0.8945149881344938, + 0.9537849826536657, + 1.0086544512672544, + 0.9850628871532389, + 0.9772491357585545, + 0.995730526664069, + 1.0046258178743335 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 7, + "depth": 4, + "padding": 22, + "parameters": 1437, + "cert_evals": { + "36": 0.19527825713157654, + "72": 0.10691399872303009, + "108": 0.05902192369103432, + "255": 0.003709949553012848 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wine/fold_0/result.json b/UCI_N4/aol/runs/wine/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7d3c9d586cecb53e67e6c586560b788d9eef17d5 --- /dev/null +++ b/UCI_N4/aol/runs/wine/fold_0/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 41, + "best_val_acc": 0.3235294117647059, + "test_acc": 0.45, + "train_size": 44, + "val_size": 34, + "test_size": 100, + "stats": { + "mean": [ + [ + -0.0032810681818182252, + -0.005479031818181848, + -0.08091575454545454, + 0.05187518272727261, + -0.06624296590909094, + -0.007079050000000028, + -0.06275028018181807, + -0.08246524999999992, + 0.05402081363636373, + 0.0044511772727273136, + -0.04690897272727282, + 0.09077693181818178, + -0.0044964045454545494 + ] + ], + "std": [ + [ + 0.9486079560461609, + 0.9748783430969256, + 0.9254167517337237, + 0.9617928120291063, + 0.8801585454960099, + 0.9897338243089531, + 0.9271822071946669, + 0.9702762446771567, + 0.9107960044629595, + 1.0952735150882602, + 0.9243353232179793, + 0.9887201896638538, + 0.9269494258065332 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 3, + "depth": 4, + "padding": 26, + "parameters": 1849, + "cert_evals": { + "36": 0.28999999165534973, + "72": 0.019999999552965164, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wine/fold_1/result.json b/UCI_N4/aol/runs/wine/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8fb19afdbb4de07822e1f3331b7da09c01615f71 --- /dev/null +++ b/UCI_N4/aol/runs/wine/fold_1/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 22, + "best_val_acc": 0.9259259259259259, + "test_acc": 0.9065420560747663, + "train_size": 44, + "val_size": 27, + "test_size": 107, + "stats": { + "mean": [ + [ + 0.06530710454545458, + 0.007947954545454524, + -0.18861000681818177, + -0.06994299681818188, + -0.08852099545454545, + 0.06554911590909095, + 0.0228023237272727, + -0.08063868636363627, + 0.11120031590909094, + 0.1451315113636364, + 0.07976722954545465, + 0.05492483636363638, + -0.04130375068181816 + ] + ], + "std": [ + [ + 1.1054246265200351, + 1.022075699615381, + 1.0101337670617143, + 0.9836114927228263, + 1.0039715573451675, + 1.0160855472349155, + 1.00168059755674, + 0.942713932749028, + 1.1841316940042428, + 1.0673173131706486, + 1.0204335593229852, + 0.9474429014625287, + 0.9790698019551516 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 3, + "depth": 4, + "padding": 26, + "parameters": 1849, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wine/fold_2/result.json b/UCI_N4/aol/runs/wine/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4be555c364d3c06d844bd0cf4b74136dd333be14 --- /dev/null +++ b/UCI_N4/aol/runs/wine/fold_2/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.9310344827586207, + "test_acc": 0.6761904761904762, + "train_size": 44, + "val_size": 29, + "test_size": 105, + "stats": { + "mean": [ + [ + -0.0016014659090909378, + -0.2809373181818182, + -0.0013865818181818283, + -0.011415792727272868, + -0.005774513636363688, + 0.0034522068181817842, + -0.09596993699999999, + 0.061802877272727264, + -0.18700712727272728, + 0.003569234090909025, + 0.14042048863636367, + -0.033103909090909094, + -0.06411021136363641 + ] + ], + "std": [ + [ + 0.9298272868804931, + 0.8250056451408178, + 1.08551443258742, + 1.1391522997578776, + 1.162897463787286, + 0.9140439887115281, + 0.9166314532406474, + 1.013186331346434, + 0.9551870696183078, + 1.1440128298039551, + 1.0494592532907625, + 1.0314806625541306, + 0.958232402601652 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 3, + "depth": 4, + "padding": 26, + "parameters": 1849, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/wine/fold_3/result.json b/UCI_N4/aol/runs/wine/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d4c4a89d2fcec8bda6d1cb85b749f513e2adc018 --- /dev/null +++ b/UCI_N4/aol/runs/wine/fold_3/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 62, + "best_val_acc": 0.8709677419354839, + "test_acc": 0.9320388349514563, + "train_size": 44, + "val_size": 31, + "test_size": 103, + "stats": { + "mean": [ + [ + -0.0007615090909091727, + 0.05596002272727269, + -0.07345953863636358, + -0.09784549954545461, + 0.008546922727272678, + 0.09278491795454552, + 0.0448726857272727, + 0.11476138181818184, + 0.09094955909090909, + 0.005921997727272779, + 0.16726700681818205, + 0.005308763636363668, + -0.08561718409090915 + ] + ], + "std": [ + [ + 1.007206359663615, + 0.8850705986397225, + 1.0706938375587134, + 0.8864652113978174, + 1.1440281408589326, + 0.9372647448943219, + 0.9191041363758027, + 0.9830875500627535, + 1.0190542547845243, + 0.9888966660536255, + 1.11752991456707, + 0.9731773531474354, + 0.8829161708393709 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 3, + "depth": 4, + "padding": 26, + "parameters": 1849, + "cert_evals": { + "36": 0.6310679912567139, + "72": 0.06796116381883621, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/yeast/fold_0/result.json b/UCI_N4/aol/runs/yeast/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..61822446af2e696c0bf36fbbec0000e9f1106bd6 --- /dev/null +++ b/UCI_N4/aol/runs/yeast/fold_0/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.32075471698113206, + "test_acc": 0.2830188679245283, + "train_size": 371, + "val_size": 212, + "test_size": 901, + "stats": { + "mean": [ + [ + -0.0680236417412399, + 0.0016312938814016407, + -0.008786120350404263, + -0.04364633274932616, + 0.013936777088948886, + 0.007389660377358629, + -0.024600268247978344, + 0.05087596307277619 + ] + ], + "std": [ + [ + 1.027205380998011, + 0.9953693200489844, + 0.9507124252634552, + 0.9691826685352211, + 1.0679577073315545, + 1.038674237448053, + 0.9068718437558525, + 1.1001821882054232 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 10, + "depth": 4, + "padding": 16, + "parameters": 858, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/yeast/fold_1/result.json b/UCI_N4/aol/runs/yeast/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..fbb2fcc6313f352e0f67b82b459ac044aa738c83 --- /dev/null +++ b/UCI_N4/aol/runs/yeast/fold_1/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 60, + "best_val_acc": 0.44155844155844154, + "test_acc": 0.4671201814058957, + "train_size": 371, + "val_size": 231, + "test_size": 882, + "stats": { + "mean": [ + [ + 0.08549606216172505, + 0.03251707697035039, + 0.04905938702964963, + 0.04128734865229108, + -0.013936692183288498, + 0.036949762803234386, + -0.002681268247978456, + 0.005315634501347734 + ] + ], + "std": [ + [ + 0.9621845394333128, + 0.9690282797537528, + 0.9491603484155484, + 1.0401770820495524, + 0.9261376999963121, + 1.1814628524634447, + 0.9836755462977512, + 0.993812117132581 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 10, + "depth": 4, + "padding": 16, + "parameters": 858, + "cert_evals": { + "36": 0.20294785499572754, + "72": 0.11451247334480286, + "108": 0.06235827878117561, + "255": 0.00907029490917921 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/yeast/fold_2/result.json b/UCI_N4/aol/runs/yeast/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d078a30acb42572fb2e1bb37c6623faf1dd54b94 --- /dev/null +++ b/UCI_N4/aol/runs/yeast/fold_2/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 20, + "best_val_acc": 0.41013824884792627, + "test_acc": 0.35267857142857145, + "train_size": 371, + "val_size": 217, + "test_size": 896, + "stats": { + "mean": [ + [ + 0.004417079552560633, + -0.0405647886981132, + -0.038330890598382725, + -0.009830160646900232, + -0.013936692183288395, + 0.036949762803234296, + -0.01154207417789756, + 0.005568702156334372 + ] + ], + "std": [ + [ + 1.0326495870955454, + 0.9133440779524218, + 0.9914487013412665, + 0.9617359852499671, + 0.9261376999963089, + 1.181462852463445, + 0.873907032459684, + 0.9724601246460749 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 10, + "depth": 4, + "padding": 16, + "parameters": 858, + "cert_evals": { + "36": 0.00334821455180645, + "72": 0.00334821455180645, + "108": 0.00334821455180645, + "255": 0.00334821455180645 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/yeast/fold_3/result.json b/UCI_N4/aol/runs/yeast/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7e7a85e3fcdbd9414e6d75b2ea0b7c2411146e9c --- /dev/null +++ b/UCI_N4/aol/runs/yeast/fold_3/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 42, + "best_val_acc": 0.5112107623318386, + "test_acc": 0.49550561797752807, + "train_size": 371, + "val_size": 223, + "test_size": 890, + "stats": { + "mean": [ + [ + -0.01207341391913747, + -0.03099437134770888, + -0.004743151369272138, + 0.0033422831536388878, + 0.013936777088948926, + 0.007389660377358682, + -0.05258191859838276, + -0.01645215983827505 + ] + ], + "std": [ + [ + 1.002118550793497, + 0.9931572183782578, + 1.0350703782367132, + 0.9624293574797959, + 1.0679577073315536, + 1.0386742374480524, + 1.0723089145971894, + 0.9483399576263618 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 10, + "depth": 4, + "padding": 16, + "parameters": 858, + "cert_evals": { + "36": 0.13370786607265472, + "72": 0.033707864582538605, + "108": 0.01910112425684929, + "255": 0.004494382068514824 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/zoo/fold_0/result.json b/UCI_N4/aol/runs/zoo/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0f61ac526baaeec0f128d3762f347db25ab3f3dd --- /dev/null +++ b/UCI_N4/aol/runs/zoo/fold_0/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.14285714285714285, + "test_acc": 0.12903225806451613, + "train_size": 25, + "val_size": 14, + "test_size": 62, + "stats": { + "mean": [ + [ + 0.18968232000000004, + 0.004943600000000055, + -0.04877112000000002, + 0.06901168000000008, + 0.005554399999999982, + -0.24190180000000008, + 0.011100480000000044, + 0.07332431999999998, + 0.047367959999999966, + 0.1174986, + 0.002917720000000048, + -0.128498, + 0.05823499999999993, + 0.03965752000000001, + -0.025889279999999938, + 0.0890122 + ] + ], + "std": [ + [ + 1.005390221359596, + 0.9987632000000001, + 1.0021422025080997, + 1.0058025598467213, + 0.9984392123352528, + 0.8872886923159564, + 0.9937582269928686, + 0.97657824, + 0.9532010403686509, + 0.898886886807812, + 0.9995686698918299, + 0.864227081446769, + 0.8401435100754158, + 0.9719779957616784, + 0.9655601622370106, + 1.0025794726604769 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 7, + "depth": 4, + "padding": 32, + "parameters": 2887, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/zoo/fold_1/result.json b/UCI_N4/aol/runs/zoo/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9e250e868a6d7a4b80298d0347dc94fe9fc12ead --- /dev/null +++ b/UCI_N4/aol/runs/zoo/fold_1/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 28, + "best_val_acc": 0.6666666666666666, + "test_acc": 0.5, + "train_size": 25, + "val_size": 12, + "test_size": 64, + "stats": { + "mean": [ + [ + 0.028691039999999952, + 0.004943600000000057, + -0.048771120000000036, + 0.06901168, + 0.005554399999999972, + 0.17360919999999994, + -0.06897883999999993, + -0.00805720000000001, + 0.0473679599999999, + -0.07865459999999999, + 0.0029177199999999947, + -0.022119, + 0.09757803999999994, + -0.051376560000000016, + -0.26359375999999995, + 0.24955340000000004 + ] + ], + "std": [ + [ + 0.9989246223251673, + 0.9987632000000002, + 1.0021422025080997, + 1.0058025598467215, + 0.998439212335253, + 1.0312711812638613, + 1.0001903862262094, + 0.9967159924605201, + 0.9532010403686509, + 1.047171532893174, + 0.9995686698918299, + 0.9749796397074146, + 1.045377756731086, + 1.02185501364051, + 0.5822546855736085, + 0.9961319493678737 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 7, + "depth": 4, + "padding": 32, + "parameters": 2887, + "cert_evals": { + "36": 0.03125, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/zoo/fold_2/result.json b/UCI_N4/aol/runs/zoo/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ad70afa0a26945eb0db460dc04254487236fb5d1 --- /dev/null +++ b/UCI_N4/aol/runs/zoo/fold_2/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 26, + "best_val_acc": 0.5, + "test_acc": 0.203125, + "train_size": 25, + "val_size": 12, + "test_size": 64, + "stats": { + "mean": [ + [ + 0.02869103999999997, + 0.004943600000000048, + -0.04877112000000006, + 0.06901168, + 0.005554399999999982, + 0.007404799999999972, + 0.011100480000000062, + 0.07332431999999998, + 0.04736795999999993, + 0.01942200000000002, + -0.14446064, + -0.022119000000000017, + 0.09757803999999996, + 0.03965751999999999, + -0.14474151999999998, + 0.08901219999999999 + ] + ], + "std": [ + [ + 0.9989246223251673, + 0.9987632000000001, + 1.0021422025080997, + 1.0058025598467215, + 0.9984392123352529, + 0.9972263999999998, + 0.9937582269928688, + 0.97657824, + 0.9532010403686509, + 0.980766, + 0.722003562256413, + 0.9749796397074147, + 1.045377756731086, + 0.9719779957616785, + 0.8060951109136004, + 1.0025794726604769 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 7, + "depth": 4, + "padding": 32, + "parameters": 2887, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/aol/runs/zoo/fold_3/result.json b/UCI_N4/aol/runs/zoo/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8dc6dfbf0a3ea0d42acf63395c99c7130141980b --- /dev/null +++ b/UCI_N4/aol/runs/zoo/fold_3/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.2631578947368421, + "test_acc": 0.43859649122807015, + "train_size": 25, + "val_size": 19, + "test_size": 57, + "stats": { + "mean": [ + [ + 0.10918667999999991, + 0.004943600000000039, + -0.04877112000000009, + 0.06901168, + -0.087958, + -0.07569740000000007, + 0.011100480000000062, + 0.07332432000000001, + 0.04736795999999993, + 0.019421999999999984, + 0.29767443999999993, + -0.022119, + 0.05823475999999992, + 0.03965752, + -0.025889279999999938, + 0.08901219999999999 + ] + ], + "std": [ + [ + 1.0053902213595962, + 0.9987632, + 1.0021422025080997, + 1.0058025598467215, + 0.9351239999999998, + 0.9691298611116264, + 0.9937582269928686, + 0.97657824, + 0.9532010403686509, + 0.980766, + 1.3507449809969043, + 0.9749796397074147, + 1.007680466714654, + 0.9719779957616784, + 0.9655601622370106, + 1.0025794726604769 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 7, + "depth": 4, + "padding": 32, + "parameters": 2887, + "cert_evals": { + "36": 0.21052631735801697, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/abalone/fold_0/result.json b/UCI_N4/ortho/runs/abalone/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a7b9e0f0923b6d6054d0b5f33685529afae88cc8 --- /dev/null +++ b/UCI_N4/ortho/runs/abalone/fold_0/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 34, + "best_val_acc": 0.626984126984127, + "test_acc": 0.631242508989213, + "train_size": 1044, + "val_size": 630, + "test_size": 2503, + "stats": { + "mean": [ + [ + 0.03759131666666678, + -0.0067216787931033565, + -0.00504821235632188, + -0.010079406034482869, + 0.0077948497126437005, + -0.0035954527720305413, + 0.011847337255747069, + 0.020808682452107305 + ] + ], + "std": [ + [ + 0.9932562075552053, + 1.0067465043023525, + 0.9980809038500921, + 0.9297052233036605, + 1.0141436995589543, + 0.9931430828536596, + 1.017739933100054, + 1.0318462596531948 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.5121853351593018, + "72": 0.40231719613075256, + "108": 0.32201358675956726, + "255": 0.18258090317249298 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/abalone/fold_1/result.json b/UCI_N4/ortho/runs/abalone/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..64fa20f6eb1ebf0db1fda7f463d4c761a9683a1e --- /dev/null +++ b/UCI_N4/ortho/runs/abalone/fold_1/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 21, + "best_val_acc": 0.6576433121019108, + "test_acc": 0.639121756487026, + "train_size": 1044, + "val_size": 628, + "test_size": 2505, + "stats": { + "mean": [ + [ + 0.005192849233716447, + -0.0023747756321838803, + -0.004999904980842867, + -0.01065197068965531, + -0.001757506036398443, + -0.0004581268045977247, + -0.008801511695402298, + -0.0025385303256705034 + ] + ], + "std": [ + [ + 0.9921988752896624, + 1.0113577078934743, + 1.0108378611135136, + 0.93746968476643, + 1.0135082046349184, + 1.0099861173658438, + 1.0142707677051552, + 1.019381711286177 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.5005987882614136, + "72": 0.37764468789100647, + "108": 0.30019959807395935, + "255": 0.17964071035385132 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/abalone/fold_2/result.json b/UCI_N4/ortho/runs/abalone/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7884b996fa3bb0073afdf1affad7abeb605d4228 --- /dev/null +++ b/UCI_N4/ortho/runs/abalone/fold_2/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 37, + "best_val_acc": 0.6921797004991681, + "test_acc": 0.6251974723538705, + "train_size": 1044, + "val_size": 601, + "test_size": 2532, + "stats": { + "mean": [ + [ + -0.017948929501915466, + 0.023985624319923418, + 0.023087170114942556, + 0.018317038026819783, + 0.02778346245977014, + 0.025539904827586328, + 0.018261344003831434, + 0.034770174578544095 + ] + ], + "std": [ + [ + 0.9978233519534647, + 1.0049712832060378, + 1.0100440980049294, + 0.9634042347353897, + 1.0033357823934823, + 1.0054816988393045, + 0.9890488354165379, + 1.0152622279378631 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.5031595826148987, + "72": 0.3953396677970886, + "108": 0.3151658773422241, + "255": 0.16508689522743225 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/abalone/fold_3/result.json b/UCI_N4/ortho/runs/abalone/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b21b3d7ef7b3d9b665cdf5610fa826aaafeacf1e --- /dev/null +++ b/UCI_N4/ortho/runs/abalone/fold_3/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 37, + "best_val_acc": 0.6639209225700164, + "test_acc": 0.6346001583531274, + "train_size": 1044, + "val_size": 607, + "test_size": 2526, + "stats": { + "mean": [ + [ + -0.039933615229885006, + 0.033357397988505864, + 0.02810616465517236, + 0.015225409386973148, + 0.03982630053544057, + 0.03327093634674338, + 0.031858401652298855, + 0.04330609419540234 + ] + ], + "std": [ + [ + 1.000898664612302, + 1.0028361176421674, + 1.0029617333979737, + 0.9244955132147792, + 1.020547570022181, + 1.016662196023235, + 1.0053994226175234, + 1.025123395710352 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.506334125995636, + "72": 0.4010292887687683, + "108": 0.3139350712299347, + "255": 0.18329374492168427 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/acute-inflammation/fold_0/result.json b/UCI_N4/ortho/runs/acute-inflammation/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ab12616b1c36899731239eed19ecf4c60631fa7c --- /dev/null +++ b/UCI_N4/ortho/runs/acute-inflammation/fold_0/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 28, + "best_val_acc": 0.75, + "test_acc": 0.6621621621621622, + "train_size": 30, + "val_size": 16, + "test_size": 74, + "stats": { + "mean": [ + [ + -0.029776199999999933, + 0.05815319999999998, + 0.03366299999999992, + -0.07041613333333337, + 0.0829954666666666, + 0.3029878333333334 + ] + ], + "std": [ + [ + 1.046299339147563, + 1.028676385077134, + 0.9895473157792913, + 1.0179845925601472, + 0.9937462864656396, + 1.0009348864350793 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.4729729890823364, + "72": 0.3513513505458832, + "108": 0.1756756752729416, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/acute-inflammation/fold_1/result.json b/UCI_N4/ortho/runs/acute-inflammation/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5b6445bd991faa221b4bb366b923002ee0a92ada --- /dev/null +++ b/UCI_N4/ortho/runs/acute-inflammation/fold_1/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5, + "test_acc": 0.5, + "train_size": 30, + "val_size": 18, + "test_size": 72, + "stats": { + "mean": [ + [ + 0.2066000000000002, + 0.2132320000000001, + 0.16832333333333327, + -6.666666666858371e-07, + 0.08299546666666664, + -0.033663 + ] + ], + "std": [ + [ + 1.073465583913181, + 1.0965727109827237, + 0.9521923485684088, + 0.9958250796083059, + 0.9937462864656397, + 0.9895473157792911 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.5, + "72": 0.5, + "108": 0.5, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/acute-inflammation/fold_2/result.json b/UCI_N4/ortho/runs/acute-inflammation/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f845d5f1fc33aa5bafd739469bbe35580dd2d246 --- /dev/null +++ b/UCI_N4/ortho/runs/acute-inflammation/fold_2/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 15, + "best_val_acc": 0.65, + "test_acc": 0.8857142857142857, + "train_size": 30, + "val_size": 20, + "test_size": 70, + "stats": { + "mean": [ + [ + -0.06825569999999999, + -0.09692560000000008, + 0.10099316666666662, + 0.07041479999999994, + -0.11619693333333347, + 0.16832750000000007 + ] + ], + "std": [ + [ + 0.9390286569686838, + 0.9304728, + 0.9733809278809981, + 0.9680526182869189, + 0.9870693041144554, + 1.0099525000000003 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.7285714149475098, + "72": 0.6000000238418579, + "108": 0.37142857909202576, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/acute-inflammation/fold_3/result.json b/UCI_N4/ortho/runs/acute-inflammation/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2c6656f995033d1008f5cc4472c9a7fd00877cd2 --- /dev/null +++ b/UCI_N4/ortho/runs/acute-inflammation/fold_3/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 28, + "best_val_acc": 1.0, + "test_acc": 0.9855072463768116, + "train_size": 30, + "val_size": 21, + "test_size": 69, + "stats": { + "mean": [ + [ + 0.061842666666666594, + -0.01938619999999999, + -0.03366716666666666, + -0.14083160000000008, + -0.049799466666666695, + -0.3029836666666666 + ] + ], + "std": [ + [ + 0.9526045937382531, + 0.9838646893399317, + 1.000934886435079, + 1.0348917799997448, + 0.9937462864656396, + 0.8932355996217098 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.5362318754196167, + "72": 0.5362318754196167, + "108": 0.5362318754196167, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/acute-nephritis/fold_0/result.json b/UCI_N4/ortho/runs/acute-nephritis/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..929a1b13fedef8b41e858bacb5bf930e4938e6e8 --- /dev/null +++ b/UCI_N4/ortho/runs/acute-nephritis/fold_0/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.4117647058823529, + "test_acc": 0.4246575342465753, + "train_size": 30, + "val_size": 17, + "test_size": 73, + "stats": { + "mean": [ + [ + -0.1415510333333333, + 0.21323200000000003, + -0.03366716666666671, + -6.666666667154431e-07, + 0.2821878666666666, + -0.1683233333333333 + ] + ], + "std": [ + [ + 1.0909027516263303, + 1.0965727109827237, + 1.0009348864350789, + 0.9958250796083059, + 0.9598970403996372, + 0.9521923485684088 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.42465752363204956, + "72": 0.3835616409778595, + "108": 0.12328767031431198, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/acute-nephritis/fold_1/result.json b/UCI_N4/ortho/runs/acute-nephritis/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c687f5e35433c2a82eb4b8edd8eb27099e36fb9d --- /dev/null +++ b/UCI_N4/ortho/runs/acute-nephritis/fold_1/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5, + "test_acc": 0.5921052631578947, + "train_size": 30, + "val_size": 14, + "test_size": 76, + "stats": { + "mean": [ + [ + 0.012368109999999948, + -0.0969256, + 0.10099316666666665, + -0.21124706666666673, + -0.11619693333333339, + -0.033662999999999985 + ] + ], + "std": [ + [ + 0.9970611705313925, + 0.9304727999999999, + 0.9733809278809981, + 1.0468011683411809, + 0.9870693041144555, + 0.9895473157792911 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.5921052694320679, + "72": 0.5921052694320679, + "108": 0.5921052694320679, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/acute-nephritis/fold_2/result.json b/UCI_N4/ortho/runs/acute-nephritis/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6aab3f7b4712117e61de5d6e418ea0b0aaf81271 --- /dev/null +++ b/UCI_N4/ortho/runs/acute-nephritis/fold_2/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 21, + "best_val_acc": 1.0, + "test_acc": 1.0, + "train_size": 30, + "val_size": 11, + "test_size": 79, + "stats": { + "mean": [ + [ + 0.03252466666666676, + 0.05815320000000001, + -0.10099733333333338, + -6.666666667154431e-07, + 0.1493929333333332, + -0.033662999999999985 + ] + ], + "std": [ + [ + 0.9744119491152714, + 1.0286763850771339, + 1.0077056618442157, + 0.9958250796083059, + 0.9870693041144553, + 0.9895473157792911 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.9113924503326416, + "72": 0.594936728477478, + "108": 0.1139240562915802, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/acute-nephritis/fold_3/result.json b/UCI_N4/ortho/runs/acute-nephritis/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ebcbc4bb40af18d7257c4fb61138ce06c1396be6 --- /dev/null +++ b/UCI_N4/ortho/runs/acute-nephritis/fold_3/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 7, + "best_val_acc": 1.0, + "test_acc": 1.0, + "train_size": 30, + "val_size": 19, + "test_size": 71, + "stats": { + "mean": [ + [ + -0.029776590000000006, + -0.01938619999999999, + -0.10099733333333341, + -6.666666667080416e-07, + 0.01659799999999996, + -0.10099316666666663 + ] + ], + "std": [ + [ + 1.0535901730675965, + 0.9838646893399317, + 1.0077056618442157, + 0.9958250796083058, + 0.995962, + 0.9733809278809978 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.9014084339141846, + "72": 0.5492957830429077, + "108": 0.3802816867828369, + "255": 0.18309858441352844 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/adult/fold_0/result.json b/UCI_N4/ortho/runs/adult/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5bdab286fa91583f48fc9fb6dec3eaa450579d91 --- /dev/null +++ b/UCI_N4/ortho/runs/adult/fold_0/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 2, + "best_val_acc": 0.812709539774459, + "test_acc": 0.7517596830647333, + "train_size": 16281, + "val_size": 6562, + "test_size": 25999, + "stats": { + "mean": [ + [ + 5.755174894932247e-09, + -1.5212824565593372e-07, + 1.9344708602300844e-08, + -5.868804126934776e-07, + 4.3847429484189405e-07, + -1.2794054493469234e-07, + -3.0931760979923667e-08, + 1.2424912468644162e-06, + 2.0428720567267194e-07, + -1.2898470607021481e-06, + 5.428255022845695e-07, + 2.9734045846837646e-07, + 9.031386283659057e-08, + 2.0421350090431894e-07 + ] + ], + "std": [ + [ + 0.999969279768083, + 0.9999691631254963, + 0.9999692601356567, + 0.9999684455490998, + 0.9999701766278255, + 0.9999695789931851, + 0.9999697101647755, + 0.9999695985584383, + 0.9999687129297181, + 0.999967689659048, + 0.9999708394490064, + 0.9999690163307019, + 0.9999694763882633, + 0.9999692067843523 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 2105, + "cert_evals": { + "36": 0.7087580561637878, + "72": 0.6590638160705566, + "108": 0.5906381011009216, + "255": 0.2706257998943329 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/adult/fold_1/result.json b/UCI_N4/ortho/runs/adult/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..15c5e1182cf2b36a4b9573deec9cf2510f0ddc2f --- /dev/null +++ b/UCI_N4/ortho/runs/adult/fold_1/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.8114303178484108, + "test_acc": 0.8165430295575969, + "train_size": 16281, + "val_size": 6544, + "test_size": 26017, + "stats": { + "mean": [ + [ + 5.755174894932247e-09, + -1.5212824565593372e-07, + 1.9344708602300844e-08, + -5.868804126934776e-07, + 4.3847429484189405e-07, + -1.2794054493469234e-07, + -3.0931760979923667e-08, + 1.2424912468644162e-06, + 2.0428720567267194e-07, + -1.2898470607021481e-06, + 5.428255022845695e-07, + 2.9734045846837646e-07, + 9.031386283659057e-08, + 2.0421350090431894e-07 + ] + ], + "std": [ + [ + 0.999969279768083, + 0.9999691631254963, + 0.9999692601356567, + 0.9999684455490998, + 0.9999701766278255, + 0.9999695789931851, + 0.9999697101647755, + 0.9999695985584383, + 0.9999687129297181, + 0.999967689659048, + 0.9999708394490064, + 0.9999690163307019, + 0.9999694763882633, + 0.9999692067843523 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 2105, + "cert_evals": { + "36": 0.7533535957336426, + "72": 0.6931621432304382, + "108": 0.6323557496070862, + "255": 0.3926663398742676 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/adult/fold_2/result.json b/UCI_N4/ortho/runs/adult/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..89dd2f6a732343d8a583d692b59b02cbefb753ca --- /dev/null +++ b/UCI_N4/ortho/runs/adult/fold_2/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.8273892234058978, + "test_acc": 0.8132955068241068, + "train_size": 16281, + "val_size": 6477, + "test_size": 26084, + "stats": { + "mean": [ + [ + 5.755174894932247e-09, + -1.5212824565593372e-07, + 1.9344708602300844e-08, + -5.868804126934776e-07, + 4.3847429484189405e-07, + -1.2794054493469234e-07, + -3.0931760979923667e-08, + 1.2424912468644162e-06, + 2.0428720567267194e-07, + -1.2898470607021481e-06, + 5.428255022845695e-07, + 2.9734045846837646e-07, + 9.031386283659057e-08, + 2.0421350090431894e-07 + ] + ], + "std": [ + [ + 0.999969279768083, + 0.9999691631254963, + 0.9999692601356567, + 0.9999684455490998, + 0.9999701766278255, + 0.9999695789931851, + 0.9999697101647755, + 0.9999695985584383, + 0.9999687129297181, + 0.999967689659048, + 0.9999708394490064, + 0.9999690163307019, + 0.9999694763882633, + 0.9999692067843523 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 2105, + "cert_evals": { + "36": 0.743367612361908, + "72": 0.6804171204566956, + "108": 0.621147096157074, + "255": 0.3509814441204071 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/adult/fold_3/result.json b/UCI_N4/ortho/runs/adult/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..40b54d2ff18959ea398c537a44879ff17ad2c27a --- /dev/null +++ b/UCI_N4/ortho/runs/adult/fold_3/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.8133797487513243, + "test_acc": 0.7954843184094937, + "train_size": 16281, + "val_size": 6607, + "test_size": 25954, + "stats": { + "mean": [ + [ + 5.755174894932247e-09, + -1.5212824565593372e-07, + 1.9344708602300844e-08, + -5.868804126934776e-07, + 4.3847429484189405e-07, + -1.2794054493469234e-07, + -3.0931760979923667e-08, + 1.2424912468644162e-06, + 2.0428720567267194e-07, + -1.2898470607021481e-06, + 5.428255022845695e-07, + 2.9734045846837646e-07, + 9.031386283659057e-08, + 2.0421350090431894e-07 + ] + ], + "std": [ + [ + 0.999969279768083, + 0.9999691631254963, + 0.9999692601356567, + 0.9999684455490998, + 0.9999701766278255, + 0.9999695789931851, + 0.9999697101647755, + 0.9999695985584383, + 0.9999687129297181, + 0.999967689659048, + 0.9999708394490064, + 0.9999690163307019, + 0.9999694763882633, + 0.9999692067843523 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 2105, + "cert_evals": { + "36": 0.7296755909919739, + "72": 0.6655621528625488, + "108": 0.5999845862388611, + "255": 0.3193342089653015 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/annealing/fold_0/result.json b/UCI_N4/ortho/runs/annealing/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1a6a948ca4ad290b781324bf2e8e1f99860c514d --- /dev/null +++ b/UCI_N4/ortho/runs/annealing/fold_0/result.json @@ -0,0 +1,92 @@ +{ + "best_epoch": 31, + "best_val_acc": 0.8571428571428571, + "test_acc": 0.7666666666666667, + "train_size": 100, + "val_size": 168, + "test_size": 630, + "stats": { + "mean": [ + [ + 0.07222222999999978, + -0.345, + 4.33, + 12.0, + 0.14, + -0.17333315999999985, + -0.07800000000000064, + 29.2, + 0.09999999999999996, + -0.010000000000000224, + 0.3, + -0.010000000000000111, + -4.132729999999996e-16, + -0.11000000000000007, + -0.11999999999999993, + -0.12999999999999998, + -0.13, + -0.029999999999999773, + -1.847940000000002e-16, + -0.05999999999999975, + -1.626729999999999e-16, + -0.03999999999999998, + -0.010000000000000222, + -0.06000000000000002, + 0.1, + 1.3318299999999998, + 771.9469999999998, + 1183.75, + 0.009999999999999986, + -0.9466666699999999, + -1.5582099999999978e-17 + ] + ], + "std": [ + [ + 0.27504207913753365, + 0.41800119617053744, + 14.650634798533474, + 25.758493744782516, + 0.34698703145794935, + 0.2133331200000003, + 0.2543933961407015, + 110.08796482813175, + 0.29999999999999993, + 0.09949874371066192, + 0.47958315233127174, + 0.06557438524301994, + 1.0, + 0.31288975694324034, + 0.32496153618543855, + 0.3363034344160047, + 0.3363034344160045, + 0.17058722109231966, + 1.0, + 0.23748684174075815, + 1.0, + 0.19595917942265428, + 0.09949874371066192, + 0.2374868417407582, + 0.9949874371066199, + 0.9335979547428329, + 410.1759096911958, + 1742.0412703205398, + 0.09949874371066196, + 0.2436755226844934, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 31, + "out_features": 5, + "depth": 4, + "padding": 62, + "parameters": 10114, + "cert_evals": { + "36": 0.7492063641548157, + "72": 0.6984127163887024, + "108": 0.6714285612106323, + "255": 0.5476190447807312 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/annealing/fold_1/result.json b/UCI_N4/ortho/runs/annealing/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bc946d94b59315dac1b80a138ebc5648406a9839 --- /dev/null +++ b/UCI_N4/ortho/runs/annealing/fold_1/result.json @@ -0,0 +1,92 @@ +{ + "best_epoch": 18, + "best_val_acc": 0.8509316770186336, + "test_acc": 0.8226059654631083, + "train_size": 100, + "val_size": 161, + "test_size": 637, + "stats": { + "mean": [ + [ + 0.07222222999999978, + -0.345, + 4.33, + 12.0, + 0.14, + -0.17333315999999985, + -0.07800000000000064, + 29.2, + 0.09999999999999996, + -0.010000000000000224, + 0.3, + -0.010000000000000111, + -4.132729999999996e-16, + -0.11000000000000007, + -0.11999999999999993, + -0.12999999999999998, + -0.13, + -0.029999999999999773, + -1.847940000000002e-16, + -0.05999999999999975, + -1.626729999999999e-16, + -0.03999999999999998, + -0.010000000000000222, + -0.06000000000000002, + 0.1, + 1.3318299999999998, + 771.9469999999998, + 1183.75, + 0.009999999999999986, + -0.9466666699999999, + -1.5582099999999978e-17 + ] + ], + "std": [ + [ + 0.27504207913753365, + 0.41800119617053744, + 14.650634798533474, + 25.758493744782516, + 0.34698703145794935, + 0.2133331200000003, + 0.2543933961407015, + 110.08796482813175, + 0.29999999999999993, + 0.09949874371066192, + 0.47958315233127174, + 0.06557438524301994, + 1.0, + 0.31288975694324034, + 0.32496153618543855, + 0.3363034344160047, + 0.3363034344160045, + 0.17058722109231966, + 1.0, + 0.23748684174075815, + 1.0, + 0.19595917942265428, + 0.09949874371066192, + 0.2374868417407582, + 0.9949874371066199, + 0.9335979547428329, + 410.1759096911958, + 1742.0412703205398, + 0.09949874371066196, + 0.2436755226844934, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 31, + "out_features": 5, + "depth": 4, + "padding": 62, + "parameters": 10114, + "cert_evals": { + "36": 0.7268446087837219, + "72": 0.6954474449157715, + "108": 0.6357927918434143, + "255": 0.5290424227714539 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/annealing/fold_2/result.json b/UCI_N4/ortho/runs/annealing/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7731c9a36d2bbda367d356e79e1cfe0922078269 --- /dev/null +++ b/UCI_N4/ortho/runs/annealing/fold_2/result.json @@ -0,0 +1,92 @@ +{ + "best_epoch": 27, + "best_val_acc": 0.8187134502923976, + "test_acc": 0.8118022328548644, + "train_size": 100, + "val_size": 171, + "test_size": 627, + "stats": { + "mean": [ + [ + 0.07222222999999978, + -0.345, + 4.33, + 12.0, + 0.14, + -0.17333315999999985, + -0.07800000000000064, + 29.2, + 0.09999999999999996, + -0.010000000000000224, + 0.3, + -0.010000000000000111, + -4.132729999999996e-16, + -0.11000000000000007, + -0.11999999999999993, + -0.12999999999999998, + -0.13, + -0.029999999999999773, + -1.847940000000002e-16, + -0.05999999999999975, + -1.626729999999999e-16, + -0.03999999999999998, + -0.010000000000000222, + -0.06000000000000002, + 0.1, + 1.3318299999999998, + 771.9469999999998, + 1183.75, + 0.009999999999999986, + -0.9466666699999999, + -1.5582099999999978e-17 + ] + ], + "std": [ + [ + 0.27504207913753365, + 0.41800119617053744, + 14.650634798533474, + 25.758493744782516, + 0.34698703145794935, + 0.2133331200000003, + 0.2543933961407015, + 110.08796482813175, + 0.29999999999999993, + 0.09949874371066192, + 0.47958315233127174, + 0.06557438524301994, + 1.0, + 0.31288975694324034, + 0.32496153618543855, + 0.3363034344160047, + 0.3363034344160045, + 0.17058722109231966, + 1.0, + 0.23748684174075815, + 1.0, + 0.19595917942265428, + 0.09949874371066192, + 0.2374868417407582, + 0.9949874371066199, + 0.9335979547428329, + 410.1759096911958, + 1742.0412703205398, + 0.09949874371066196, + 0.2436755226844934, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 31, + "out_features": 5, + "depth": 4, + "padding": 62, + "parameters": 10114, + "cert_evals": { + "36": 0.7559808492660522, + "72": 0.7224880456924438, + "108": 0.6874002814292908, + "255": 0.5550239086151123 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/annealing/fold_3/result.json b/UCI_N4/ortho/runs/annealing/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c278c62c0f9e1d62cab410215aca8a63db89b632 --- /dev/null +++ b/UCI_N4/ortho/runs/annealing/fold_3/result.json @@ -0,0 +1,92 @@ +{ + "best_epoch": 33, + "best_val_acc": 0.7724550898203593, + "test_acc": 0.7559429477020603, + "train_size": 100, + "val_size": 167, + "test_size": 631, + "stats": { + "mean": [ + [ + 0.07222222999999978, + -0.345, + 4.33, + 12.0, + 0.14, + -0.17333315999999985, + -0.07800000000000064, + 29.2, + 0.09999999999999996, + -0.010000000000000224, + 0.3, + -0.010000000000000111, + -4.132729999999996e-16, + -0.11000000000000007, + -0.11999999999999993, + -0.12999999999999998, + -0.13, + -0.029999999999999773, + -1.847940000000002e-16, + -0.05999999999999975, + -1.626729999999999e-16, + -0.03999999999999998, + -0.010000000000000222, + -0.06000000000000002, + 0.1, + 1.3318299999999998, + 771.9469999999998, + 1183.75, + 0.009999999999999986, + -0.9466666699999999, + -1.5582099999999978e-17 + ] + ], + "std": [ + [ + 0.27504207913753365, + 0.41800119617053744, + 14.650634798533474, + 25.758493744782516, + 0.34698703145794935, + 0.2133331200000003, + 0.2543933961407015, + 110.08796482813175, + 0.29999999999999993, + 0.09949874371066192, + 0.47958315233127174, + 0.06557438524301994, + 1.0, + 0.31288975694324034, + 0.32496153618543855, + 0.3363034344160047, + 0.3363034344160045, + 0.17058722109231966, + 1.0, + 0.23748684174075815, + 1.0, + 0.19595917942265428, + 0.09949874371066192, + 0.2374868417407582, + 0.9949874371066199, + 0.9335979547428329, + 410.1759096911958, + 1742.0412703205398, + 0.09949874371066196, + 0.2436755226844934, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 31, + "out_features": 5, + "depth": 4, + "padding": 62, + "parameters": 10114, + "cert_evals": { + "36": 0.7163233160972595, + "72": 0.6957210898399353, + "108": 0.668779730796814, + "255": 0.5499207973480225 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/arrhythmia/fold_0/result.json b/UCI_N4/ortho/runs/arrhythmia/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..830c8bd66a249f242fa099f87f224f729b8bbd6c --- /dev/null +++ b/UCI_N4/ortho/runs/arrhythmia/fold_0/result.json @@ -0,0 +1,554 @@ +{ + "best_epoch": 15, + "best_val_acc": 0.6075949367088608, + "test_acc": 0.5846153846153846, + "train_size": 113, + "val_size": 79, + "test_size": 260, + "stats": { + "mean": [ + [ + -0.05548900442477873, + 0.17327679646017674, + -0.09933938283185836, + -0.022536060176991165, + -0.05529378318584072, + -0.02827017327433631, + -0.005964132743362813, + 0.04588333831858407, + -0.06835887191150443, + -0.01879734327433625, + 0.08708691123893805, + -0.010227719469026567, + -0.05324860619469024, + 0.03857876283185871, + -0.0029412946902654486, + -0.14624673451327397, + 0.0106677238938053, + -0.09994685221238946, + -2.2654867242673962e-07, + -0.10041930088495568, + 0.14110856637168184, + -0.02112876106194691, + -0.021128761061946916, + -0.06659289999999989, + -0.06659289999999989, + -0.09438650000000005, + -0.024449619469026587, + -0.006156723893805307, + -0.03655609734513271, + -0.06008078761061956, + -0.05587280000000011, + -0.1535461769911505, + -2.9203539835147346e-07, + 0.1454482212389377, + -0.04703600000000003, + -0.06659289999999989, + 0.0665928778761063, + -0.053692424778761245, + 0.10382045292035355, + -0.045959752212389356, + -0.039423744247787586, + -0.042264867256637376, + -0.0339906548672566, + -0.10218601769911498, + -0.04703600000000003, + 0.04783872566371683, + 0.14110856637168165, + -2.920353982139237e-07, + -0.1056450000000003, + -0.06659289999999989, + 0.039230692920353964, + -0.048857433628318604, + -0.0949235044247789, + -0.0951867699115044, + -0.04703600000000003, + -0.07884043362831854, + -0.021128761061946947, + 0.0665928778761063, + 0.0665928778761063, + 0.06659287787610634, + 0.0665928778761063, + 1.0619469034296467e-07, + -0.14459542477876128, + 0.10166875221238943, + -0.0007696849557522316, + 0.08089214159292042, + 0.024555884070796462, + -0.06704164601769926, + -0.04703600000000003, + 0.1411085663716821, + 0.02721671504424786, + -0.04703600000000003, + 0.008643274336283235, + -0.03328283893805306, + -0.08280126353982296, + -0.04353061946902624, + 0.022193132743362702, + -0.07879264601769921, + 0.06659287787610634, + 0.07170867256637195, + 0.1411085663716824, + -0.04703600000000003, + 0.14110856637168173, + -0.05805589380530971, + 0.08516874884955755, + 0.043014315044247776, + -0.002110141592920556, + -0.07482919999999994, + 0.027698871681415955, + -0.08165009999999992, + -0.0536924247787612, + 1.0619469030955972e-07, + -0.09438650000000005, + 0.06338747787610613, + -0.0901489026548673, + -0.04849817699115047, + 0.07722033628318585, + 0.026260424778761074, + 0.0738569911504426, + 0.04712901946902665, + 0.16431531858407084, + 0.09438671238938037, + 0.09438671238938054, + -0.0386190796460177, + -0.09438650000000005, + 1.0619469029580476e-07, + 0.06704106194690244, + 0.00271023008849546, + 0.04821953097345133, + -0.022629159292035374, + 0.24075912389380558, + 0.19588278672566428, + 0.10636762831858415, + 0.07170867256637167, + 0.0665928778761063, + -0.08165009999999992, + 1.0619469029580476e-07, + 0.24495034513274322, + -0.02112876106194717, + -0.03837423008849555, + 0.0792644690265486, + -0.010963192920353986, + -0.13985853097345086, + -0.06118739999999991, + -0.05918213274336283, + -0.06659289999999989, + 0.19309768141592948, + 0.0665928778761063, + -2.920353984064934e-07, + -0.08791879646017699, + -0.009588667256637163, + 0.039876742477876134, + -0.04371391504424787, + -0.09472733274336269, + -0.08165009999999992, + -0.04703600000000003, + -0.08165009999999992, + -0.059833336283185844, + -0.07838458407079653, + -0.015475274336283125, + -0.0805356, + -0.13698139380530983, + 0.14110856637168137, + -0.04703600000000003, + 0.0665928778761063, + -0.021128761061947016, + 0.017010241592920368, + 0.09822180530973434, + 0.005761375398230098, + 0.0322361946902655, + -0.034939104424778704, + 0.06566965486725665, + 0.061632838053097376, + 0.0004023300884955741, + 0.07045262681415927, + 0.028733457522123865, + 0.02147898230088495, + -0.05026543539823011, + 0.060225181415929224, + -0.07029714159292026, + 0.06618380000000008, + 0.011594984955752213, + 0.040387401769911555, + -0.0058615916814159065, + 0.04742410654867257, + -0.015766054867256643, + -0.062290848053097175, + -0.05214830601769914, + 0.04644970973451337, + -0.05739616814159293, + 0.05439313274336291, + -0.0036409858407079588, + -0.009598277876106183, + -0.011235967256637188, + -0.002634908849557516, + -0.005508535398230053, + -0.05590965752212387, + -0.06772527787610619, + 0.08251315044247781, + -0.08976234513274321, + 0.04703600000000003, + -0.04274165486725669, + -0.05909215752212393, + 0.027935999115044265, + -0.036451818017699096, + 0.03197787610619467, + 0.1596792035398229, + 0.0024668168141592844, + -0.015842806194690306, + 0.07878208849557493, + 0.006463776548672604, + 0.06462291946902653, + 0.025483634513274327, + 0.06707996637168136, + -0.07861038619469025, + -0.0949829097345134, + -0.08679084778761066, + 0.09411216159292037, + -0.061483929203539976, + -0.03750280353982299, + 0.024982454867256657, + 0.010920844247787605, + -0.036973680442477924, + -0.00325765690265486, + -0.06706977168141595, + 0.054682415929203546, + 0.07233616902654867, + 0.024967183185840673, + 0.0201886814159292, + 0.0625599000000001, + 0.016163015929203547, + -0.19404511061946894, + 0.1314095771681416, + -0.02607840336283184, + -0.07232390353982299, + 0.06542182300884967, + 0.09097714132743363, + -0.0490932584955752, + 0.17395115044247766, + -0.08915754336283198, + 0.005843493805309704, + -0.1311985026548673, + 0.0822022767256637, + -0.0316962311504425, + -0.15503262123893807, + 0.050416203539823005, + 0.012278147787610633, + 0.0764223432743363, + 0.20117684424778776, + -0.15312840973451328, + -0.006850403539823016, + -0.22191862300884949, + 0.1207021007964602, + -0.08917110283185833, + -0.07690047646017703, + 0.030319972566371638, + -0.1126870734513274, + 0.06241866831858403, + -0.1273596991150443, + 0.06213639999999999, + -0.07254762831858405, + -0.08504349999999997, + 0.034207636283185856, + -0.02238689532743362, + 0.10946240796460185, + 0.021622823008849552, + -0.1487953611504425, + 0.02685327893805308, + -0.04490421946902649, + -0.04955592035398229, + 0.06734868938053096, + -0.08363668734513273, + 0.022693176017699095, + 0.09933861353982294, + -0.00604589380530972, + -0.10963647433628322, + 0.03259297079646029, + -0.07945840000000003, + -0.007002541592920362, + 0.10658185398230094, + -0.0866022876106194, + 0.06365430106194689 + ] + ], + "std": [ + [ + 0.9732374444872444, + 0.9655808459932996, + 0.2507734231833244, + 0.85756632700396, + 0.9152499916483915, + 0.9319460220789437, + 0.9577523305438101, + 1.1527478213503135, + 0.9576681124104236, + 1.0097636409421697, + 0.9939501739346246, + 0.8077223719814682, + 0.9956881527950738, + 1.065832253077651, + 0.8648866626310105, + 0.7884428876814543, + 0.8846283104978594, + 1.0392968702844574, + 0.9547571784517959, + 0.830419971626617, + 1.9911349325902201, + 0.8944357999064113, + 0.8944357999064099, + 1.0, + 1.0, + 1.0, + 1.0288388455432311, + 1.0366372636701484, + 1.0104922342254585, + 0.6029602666961917, + 1.0, + 0.9119059418676891, + 0.9988936769842922, + 1.3401171108416883, + 1.0, + 1.0, + 1.409505785723462, + 0.7576328500006007, + 1.1142082921935355, + 1.100915710823559, + 0.9521761840451372, + 0.8352521125885086, + 0.7194469320515606, + 0.9886952789548065, + 1.0, + 1.111662684055426, + 1.9911349325902201, + 0.9988936769842919, + 1.0, + 1.0, + 0.9092993788613446, + 1.061138924056677, + 0.8860454459362529, + 0.77869888137794, + 1.0, + 0.9971658374137916, + 0.8944357999064098, + 1.4095057857234619, + 1.409505785723463, + 1.4095057857234636, + 1.4095057857234625, + 0.9988939483461562, + 0.8359429042688657, + 0.9455652546275832, + 1.047159553008427, + 1.2373317065584502, + 0.9367499049873408, + 0.7094990007768702, + 1.0, + 1.9911349325902201, + 1.152138074538977, + 1.0, + 1.076296523650441, + 1.0790204523971971, + 0.9278040585020654, + 0.6623289850929874, + 1.0736843273720698, + 1.059187675645061, + 1.4095057857234636, + 1.1978616378928757, + 1.9911349325902201, + 1.0, + 1.9911349325902201, + 0.9142231440920847, + 1.3486308966826843, + 0.9779239267203217, + 1.072217573812213, + 1.0, + 1.0670736267417575, + 1.0, + 0.7576328500006009, + 0.9988939483461562, + 1.0, + 1.2592635987036094, + 0.6360290623787335, + 0.8549033709264361, + 1.300841714365119, + 0.979322007928904, + 1.2296324368044147, + 1.3300447893255654, + 1.2339107860310472, + 1.4063287585864288, + 1.4063287585864277, + 0.817419899167048, + 1.0, + 0.9988939483461566, + 1.2178666747421332, + 0.9179155627028488, + 1.1674686384124506, + 0.937597875841375, + 1.9128860722576218, + 1.9849443701676805, + 1.2128492302504466, + 1.1978616378928766, + 1.409505785723462, + 1.0, + 0.9988939483461566, + 1.9776639067090993, + 0.8944357999064088, + 0.9089427774812973, + 1.1565813541259533, + 0.9312031818896745, + 0.37790291497240225, + 1.0, + 1.0103067336455187, + 1.0, + 1.612796005825811, + 1.4095057857234625, + 0.9988936769842919, + 0.9869575017654069, + 1.0625408223089012, + 0.8572543250334869, + 0.4626232154331089, + 0.8399894436428749, + 1.0, + 1.0, + 1.0, + 0.9949165069017805, + 0.9763809111647539, + 0.9886383527662114, + 1.0, + 0.8853802248708618, + 1.9911349325902201, + 1.0, + 1.4095057857234612, + 0.8944357999064094, + 0.8545082434186259, + 0.8796291945635648, + 0.9389113833926183, + 0.8861374760427413, + 0.39441056751713705, + 0.8648668783726172, + 0.9862191391833568, + 0.8481954658017612, + 0.9206020572467216, + 0.886517128434336, + 1.0192902215038742, + 0.956622629021229, + 0.8523688961466389, + 0.2992587051477164, + 1.0, + 0.8898404778961094, + 1.0071877733497892, + 0.950155747946548, + 1.0050918229648342, + 0.7815635141616576, + 0.9972744785704897, + 0.9594844360499902, + 0.9255046483391078, + 0.4876909595587591, + 0.5036861467715275, + 0.8566188861170654, + 0.7638467720219689, + 1.0032544884403838, + 1.0560420525550518, + 0.8986819691295396, + 0.9372189161919664, + 0.8101867430665612, + 0.8950623205358443, + 0.7725356624236849, + 1.0, + 0.872460731649835, + 1.045597205130584, + 0.881115812189619, + 0.9553256168269835, + 0.8848742890899297, + 0.5907365616618244, + 0.9525692591339604, + 0.9761188977078773, + 1.2163938242844157, + 0.9319895550002153, + 0.8335462617896103, + 0.9176414735582966, + 0.9775951517497435, + 0.8425042883529639, + 1.2598848541968266, + 0.949252647471748, + 0.838972165335258, + 0.23456841787874302, + 1.1642248030770597, + 0.8628119131177865, + 0.8751618803772816, + 0.9228296916565395, + 0.9809394578124714, + 0.5915262659968897, + 0.8563703331027254, + 1.223677024967222, + 0.9284798655045788, + 1.2965375076317172, + 1.0, + 0.9389878405072626, + 0.8540110671890598, + 1.316521539927867, + 1.4340416104694482, + 0.8735072262525767, + 0.676363014728904, + 1.1134658692256694, + 1.0134545560863548, + 1.7552329970203224, + 1.7155564074285294, + 0.873049365917997, + 1.030474558081803, + 1.0170344415415917, + 1.0766146909852692, + 0.7111765255105056, + 0.6923440560955865, + 1.0058025631570486, + 0.9240158601820535, + 1.9435205267323648, + 1.9899491083438348, + 0.8387690283436754, + 0.9708565551581373, + 0.8493149601758292, + 0.985055690803851, + 0.8279931417986857, + 0.9098729896957297, + 0.9370725829078755, + 0.8393620512490872, + 0.28080206241297245, + 1.0, + 0.8220194136548338, + 0.9761698379739507, + 0.7917031329595748, + 0.9270879739715543, + 0.847139011361557, + 1.0122054789755355, + 0.9745187015121873, + 0.8548335912371546, + 0.16972156566241, + 0.8245729285934237, + 1.06901211839648, + 0.8750748380574906, + 1.0605384058291198, + 0.814622435544981, + 1.1662691506968674, + 1.0027045465050628, + 0.707221379699125, + 1.0, + 0.8738904193642293, + 1.0307627522011051, + 0.9112504790758761, + 1.0340966211802813 + ] + ] + }, + "width": 512, + "in_features": 262, + "out_features": 13, + "depth": 4, + "padding": 524, + "parameters": 694840, + "cert_evals": { + "36": 0.5346153974533081, + "72": 0.5115384459495544, + "108": 0.4423076808452606, + "255": 0.26538461446762085 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/arrhythmia/fold_1/result.json b/UCI_N4/ortho/runs/arrhythmia/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b515e466e1ca95b79261feb1ba1e66f7d5cfa184 --- /dev/null +++ b/UCI_N4/ortho/runs/arrhythmia/fold_1/result.json @@ -0,0 +1,554 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.5263157894736842, + "test_acc": 0.6347517730496454, + "train_size": 113, + "val_size": 57, + "test_size": 282, + "stats": { + "mean": [ + [ + -0.08236052831858409, + 0.04887446902654869, + 0.0825547600000001, + 0.07080902389380533, + 0.06969351327433632, + -0.02017880672566372, + 0.0033134920353982203, + -0.0904622607964602, + 0.0008566455575221136, + 0.05502761778761062, + 0.0029605046017698983, + 0.16618478141592918, + 0.10348846991150445, + -0.12880789292035386, + 0.001393306194690269, + -0.009972053097345045, + -0.13480514867256632, + 0.15853807787610613, + -0.022554120353982243, + -0.17088875221238942, + -0.04703600000000003, + -0.02112876106194702, + 0.14790371681415893, + 0.0665928778761063, + 0.0665928778761063, + 0.09438671238938028, + -0.033913831858407135, + -0.05746374070796462, + 0.020589044247787618, + -0.08296883185840712, + -0.016433217699115002, + -0.02482472566371683, + -0.13408300000000029, + -0.0661125929203539, + 0.14110856637168206, + 0.19977865575221251, + 0.06659287787610634, + 0.16107630088495584, + -0.04968823575221234, + 0.16085886725663703, + -0.040819525663716834, + -0.04226484955752222, + 0.03399069026548677, + 0.08868894690265484, + 0.14110856637168143, + 0.1435154159292037, + -0.04703600000000003, + -2.920353984457933e-07, + -0.02112876106194691, + 0.1997786557522125, + -0.14194291681415921, + 0.11196102831858407, + 0.0592675752212388, + 0.09347194690265491, + -0.04703600000000003, + 0.13773737168141595, + -0.1056450000000003, + -0.06659289999999989, + 0.0665928778761063, + -0.06659289999999989, + 0.0665928778761063, + 0.09438671238938029, + -0.09931298230088502, + -0.11574543716814155, + 0.19007244637168158, + 0.006741415929203616, + -0.17417296814159283, + -2.920353982846636e-07, + -0.04703600000000003, + -0.04703600000000003, + 0.027216715044247736, + 0.14110856637168231, + -0.00288054867256639, + 0.04904841858407081, + 0.02098572858407086, + -0.1192364601769909, + -0.0031704955752213143, + 0.01358514159292034, + -0.06659289999999989, + 0.014341504424779012, + -0.04703600000000003, + -0.04703600000000003, + -0.04703600000000003, + 0.07784732743362836, + 0.10888657327433629, + -0.1186584123893806, + -0.02180679646017706, + -0.07482919999999994, + 0.08863622212389385, + 0.13608353008849555, + 0.08948672566371674, + 1.0619469028597977e-07, + -0.09438650000000005, + -0.02112876106194696, + 0.09014838938053121, + -0.048498132743362864, + 0.05329288938053096, + 0.07878135752212394, + 0.006330884955752202, + 0.04712901946902665, + 0.11292442477876118, + -0.09438650000000005, + 0.09438671238938054, + -0.03861907964601756, + 1.0619469029580476e-07, + -0.09438650000000005, + 0.06704106194690229, + -0.07101396460177, + 0.11338092035398238, + 0.022629575221239016, + 0.15994504424778788, + 0.039176644247788044, + 0.11334270796460184, + -0.100392831858407, + 0.0665928778761063, + -0.08165009999999992, + 1.0619469028597977e-07, + 0.027216715044247736, + -0.0211287610619469, + 0.007675044247787407, + 0.017898353982300903, + 0.022447520353982425, + -0.10415006194690236, + -0.06118739999999991, + -0.031867106194690256, + 0.0665928778761063, + 0.0386198407079645, + -0.06659289999999989, + 0.06704106194690229, + 0.03697516814159319, + -0.044993100884955714, + -0.005112693362831841, + -0.08742769999999993, + -0.04059785840707965, + 0.027216715044247736, + 0.1411085663716819, + 0.13608353008849491, + 0.03589945132743362, + -0.0453806460176991, + 0.003572176991150533, + 0.05211161769911493, + -0.012922732743362846, + 0.1411085663716814, + -0.04703600000000003, + 0.1997786557522125, + 0.14790371681415954, + 0.14316932831858414, + 0.03571657522123903, + -0.10441322884955753, + -0.23222040176991168, + -0.03493910442477871, + 0.05546864601769913, + 0.12581869469026555, + -0.18030577079646018, + -0.07161228646017702, + -0.03718444513274338, + 0.013523787610619589, + 0.10059417451327425, + 0.01624747876106193, + 0.05021323893805318, + -0.05147623362831883, + 0.1827229362831858, + 0.0034618557522124397, + 0.05241511327433623, + 0.030558143362831823, + -0.19202160176991148, + 0.11133997495575228, + 0.12129543628318586, + 0.060097776106194795, + 0.11579815929203502, + -0.027196398230088462, + 0.17599128230088495, + -0.1195051539823009, + 0.18247482389380532, + 0.06219380353982303, + -0.09025506017699113, + 0.08350311504424779, + 0.1271729522123894, + -0.0951591353982304, + 0.10388311504424796, + 0.04703600000000003, + -0.14397143362831855, + -0.056712807079646044, + 0.11911974769911506, + 0.07255731355752211, + 0.17956833628318594, + 0.03657456283185836, + -0.12767188938053103, + -0.21526490619469008, + 0.019409734513274046, + -0.20038580796460184, + 0.13453505858407078, + -0.20150050008849554, + -0.10956924336283183, + -0.1755137388495575, + 0.07771356637168146, + 0.1258815132743363, + 0.05789021663716825, + 0.059674265486725525, + 0.04250356814159293, + 0.18101372743362842, + -0.08988732212389382, + 0.148077411681416, + 0.041530495575221225, + -0.07796867964601775, + -0.08606286725663721, + 0.216610610619469, + 0.09511035132743359, + -0.05938040707964593, + 0.0625599000000001, + -0.09312924070796465, + -0.07196051769911511, + 0.13021555911504423, + 0.10358608645132746, + -0.0039450442477876055, + 0.015811640707964647, + 0.042050546725663725, + -0.11399942584070796, + 0.01275024778761036, + -0.012157897345132696, + -0.07146561415929208, + -0.03644905008849562, + -0.0460240963716814, + -0.04567296300884947, + -0.0159320159292035, + -0.020865886725663647, + 0.006243656991150445, + -0.04104453495575228, + 0.04250217699115046, + 0.034307366371681414, + -0.11968876460176998, + -0.0937977030973451, + -0.007898124601769923, + -0.06254813724778759, + 0.027666705132743385, + -0.0678103380530974, + 0.0033648314159292177, + 0.014861656991150381, + -0.08490639823008855, + 0.06213639999999999, + 0.10985744247787621, + -0.1141806185840708, + -0.0051085477876106, + -0.07652198922123891, + 0.1186390026548673, + -0.006018964601769793, + -0.03378361716814159, + 0.011641800000000063, + -0.06094139999999994, + 0.1415026725663717, + -0.08340849911504429, + -0.021807159292035423, + -0.08355237141592924, + 0.10080485079646004, + -0.0028213893805309528, + -0.039560768141592914, + -0.03811751592920355, + 0.06180052389380527, + 0.08721472743362838, + -0.045456217699115044, + -0.04452998026548677, + -0.08741183716814158 + ] + ], + "std": [ + [ + 1.0288523625377175, + 0.9926765498781311, + 1.5821926864265932, + 1.2345480341843558, + 1.0919259987637373, + 0.8553411989728208, + 0.9770372253740158, + 1.0941619685910755, + 0.9070109264400832, + 1.1660151450666374, + 0.82811358045681, + 0.8585451804478106, + 0.9271539318095082, + 0.826139795075132, + 0.9407871254954377, + 1.1098127265333941, + 0.9673996715099642, + 1.0170784936919917, + 0.7160692020317576, + 0.8881539469849713, + 1.0, + 0.8944357999064094, + 1.5353137244867066, + 1.409505785723462, + 1.4095057857234625, + 1.4063287585864295, + 0.8810006273224485, + 0.9386543902953636, + 0.9544080465249254, + 0.605561339519823, + 0.41738930632162535, + 0.9435148318250272, + 1.0, + 0.7880462841530468, + 1.9911349325902201, + 1.9844233966366362, + 1.4095057857234636, + 1.494834216304884, + 0.8945327921343991, + 1.0465252306595956, + 0.9657902518204129, + 0.8818849232826983, + 1.01289922968906, + 0.9542609489006632, + 1.9911349325902201, + 1.303101066939662, + 1.0, + 0.9988936769842933, + 0.8944357999064099, + 1.9844233966366385, + 0.9721978598866062, + 0.9751070654641969, + 1.053405494669145, + 1.2277188687789828, + 1.0, + 0.9710532649972081, + 1.0, + 1.0, + 1.4095057857234625, + 1.0, + 1.409505785723463, + 1.4063287585864295, + 0.9944538524514821, + 1.0084398738408038, + 1.096956593110858, + 0.9848747659663566, + 1.0176485758563296, + 0.9988936769842915, + 1.0, + 1.0, + 1.1521380745389784, + 1.9911349325902201, + 0.8886796764360778, + 1.0626176220464763, + 0.9820129092696263, + 0.48071756015968203, + 0.8052609158630751, + 0.9014845427415126, + 1.0, + 1.0421263616247836, + 1.0, + 1.0, + 1.0, + 1.0603166366167238, + 1.3948018100222412, + 1.0002378777841179, + 1.0521891063258038, + 1.0, + 1.170667828978199, + 1.6220790112596297, + 1.3004892166096398, + 0.9988939483461562, + 1.0, + 0.8944357999064098, + 1.2549059943840741, + 0.9010506624821365, + 1.2640911636544077, + 0.947031285603356, + 0.991260918816901, + 1.3300447893255651, + 1.1497030038124454, + 1.0, + 1.4063287585864277, + 0.8174198991670485, + 0.9988939483461566, + 1.0, + 1.217866674742133, + 0.8282680988206665, + 1.073085103116072, + 0.9693454139903576, + 1.7234040703162494, + 1.1056144342459158, + 1.074119172644369, + 0.6071170412907283, + 1.409505785723462, + 1.0, + 0.9988939483461562, + 1.1521380745389787, + 0.8944357999064119, + 1.058370875443875, + 1.0846522644237848, + 1.0598613115637294, + 0.5613288969768316, + 1.0, + 1.077530223972941, + 1.4095057857234625, + 1.15083399388167, + 1.0, + 1.2178666747421318, + 1.0966395583377115, + 1.0389053330759344, + 1.0429545495698374, + 1.0, + 1.0244696199828591, + 1.152138074538978, + 1.9911349325902201, + 1.6220790112596353, + 1.1329428844818097, + 1.0304640926757396, + 1.0027828154445004, + 1.4038062005460157, + 1.0648539403871593, + 1.9911349325902201, + 1.0, + 1.9844233966366391, + 1.5353137244867094, + 0.6866407429573802, + 0.9470876233472572, + 0.8928451459276403, + 1.3503062413436946, + 0.39441056751713693, + 1.0739060999830787, + 0.8074286630470415, + 0.8622816943277237, + 0.9235511168325403, + 0.8884646840941383, + 0.9253177369109523, + 1.0067482855890655, + 0.8717444615689396, + 1.7004798113300974, + 1.2451967529281143, + 1.0189016467998342, + 0.9159576992318523, + 0.9716842292520014, + 0.8537203439878127, + 0.6934639134127168, + 0.6814900866218891, + 1.08628728041417, + 0.8695100152450093, + 1.7244969164094923, + 0.9957413253735008, + 0.886998298843266, + 1.0086098935045376, + 0.9474117590718318, + 0.9527864599550645, + 0.8622024829086022, + 0.928715896349544, + 1.165972778898159, + 1.1444020655792773, + 1.249832703644339, + 1.0, + 1.04414181114218, + 0.7888691092407913, + 0.8896110919230731, + 0.8385172959457787, + 0.6963004767756463, + 1.0524770129026086, + 0.8728215158868736, + 1.2422671085343606, + 1.0395955941659785, + 0.9729248895409327, + 0.942112878700215, + 0.9029124312015971, + 0.9945356002953412, + 0.9067257721352653, + 0.6559269963983796, + 1.0530222495928638, + 0.7742650861348659, + 1.7415209866320729, + 0.31751695199855035, + 0.9401556411866103, + 0.9925662855482592, + 0.9703437391049544, + 0.9315271035229352, + 0.76726349356305, + 1.113451820498087, + 1.5950728246019172, + 0.9108834606609704, + 0.6187680270209445, + 1.0, + 1.026218169309107, + 0.9226908311101232, + 1.3695879042350074, + 1.390915117042367, + 0.9165066682832561, + 1.0788295714407763, + 0.8648263176100378, + 0.9635758583333331, + 0.8878642706591297, + 0.9006687498171835, + 0.8634669309414519, + 1.0263681887473621, + 1.1035216758671196, + 0.9668823371087334, + 0.9093839574625667, + 1.2537251227686863, + 0.925393016008483, + 0.9198488449490679, + 0.9988290268424753, + 0.1771101235529094, + 1.05614751420039, + 0.9497863099739803, + 1.0994839009481026, + 0.92792429034674, + 0.9973731985207415, + 1.4008749618490997, + 0.9833759189369512, + 0.7900467121392818, + 0.5512800744398914, + 1.0, + 1.160435495736531, + 0.840523823247663, + 1.0569742675732663, + 0.8576934466322704, + 0.9349861286126709, + 0.8587290535040432, + 0.9574488028099564, + 0.8825111948837125, + 1.0, + 0.9946462418130932, + 0.8401625258336195, + 1.0609041780534152, + 0.8625411201961046, + 0.8578849236354916, + 0.9245113485505083, + 0.9397104471617286, + 0.949988633400937, + 1.4949439323664353, + 1.0752730715733643, + 0.854508526946672, + 1.0304209489391347, + 0.9286338973772724 + ] + ] + }, + "width": 512, + "in_features": 262, + "out_features": 13, + "depth": 4, + "padding": 524, + "parameters": 694840, + "cert_evals": { + "36": 0.5815602540969849, + "72": 0.4999999701976776, + "108": 0.41843971610069275, + "255": 0.13120566308498383 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/arrhythmia/fold_2/result.json b/UCI_N4/ortho/runs/arrhythmia/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4cf8b464e524536821e27eac9e0e1dc2c1e5467b --- /dev/null +++ b/UCI_N4/ortho/runs/arrhythmia/fold_2/result.json @@ -0,0 +1,554 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.6307692307692307, + "test_acc": 0.6715328467153284, + "train_size": 113, + "val_size": 65, + "test_size": 274, + "stats": { + "mean": [ + [ + 0.003089986725663709, + -0.004440814159291977, + 0.06255539469026555, + 0.0030673203539822954, + 0.001728016814159293, + 0.11026861433628313, + 0.017892446017699123, + -0.06960080176991157, + 0.039233834283185866, + 0.15144875398230093, + 0.006497817787610628, + -0.01399969203539821, + 0.12535314601769912, + 0.032636741592920446, + -0.04566848761061949, + -0.12298024778761062, + -0.000969959292035392, + 0.11890371504424775, + -0.09021629999999985, + -0.11451322123893802, + -0.04703600000000003, + 0.06338747787610569, + -0.1056450000000003, + -0.06659289999999989, + 0.0665928778761063, + -0.09438650000000005, + -0.04968765486725668, + 0.10877121769911505, + -0.018068128318584065, + -0.08296883185840709, + -0.05587280000000011, + -0.06895776106194693, + -2.920353983278935e-07, + -0.013222389380530894, + -0.04703600000000003, + 0.06659287787610632, + -0.06659289999999989, + -0.1252820000000002, + 0.010099320973451271, + 0.07353538053097344, + -0.007326469911504469, + -0.07684545132743385, + -0.0339906548672566, + 0.05784047787610613, + 0.14110856637168143, + 3.805309734868323e-07, + -0.04703600000000003, + -0.06704164601769919, + -0.02112876106194691, + -0.06659289999999989, + 0.15620863893805323, + -0.03053643008849556, + -0.18165605309734498, + -0.11233752212389378, + -0.04703600000000003, + -0.016779973451327427, + -0.021128761061946985, + -0.06659289999999989, + 0.0665928778761063, + -0.06659289999999989, + -0.06659289999999989, + -0.09438650000000005, + -0.00463133628318579, + -0.07507774690265485, + -0.0007694676106195044, + -0.08089127433628311, + -0.10792991415929203, + -2.9203539847723323e-07, + -0.04703600000000003, + -0.04703600000000003, + 0.027216715044247893, + -0.04703600000000003, + -0.02592799999999999, + 0.08057962389380531, + 0.024038425752212503, + -0.16465999999999992, + -0.07926050000000014, + -0.09237758407079648, + -0.06659289999999989, + -0.043025663716814114, + 0.14110856637168245, + 0.1411085663716826, + -0.04703600000000003, + -0.023750336283185847, + 0.03126479168141594, + 0.008899934513274312, + -0.02743449557522126, + 0.06331698053097352, + 0.05539779646017699, + 0.027216715044247736, + 0.017897150442477798, + 1.0619469029187476e-07, + 1.061946903233147e-07, + -0.02112876106194691, + -0.1502479999999999, + -0.016447008849557545, + -0.0054378495575221125, + 0.07474130442477876, + -0.07807693805309734, + -0.07854839999999999, + -0.008790955752212368, + 1.0619469031152472e-07, + 1.0619469029973474e-07, + 0.038619840707964564, + 1.061946903233147e-07, + 1.0619469035868464e-07, + -2.920353983829134e-07, + -0.06884565486725683, + -0.043006230088495565, + 0.13900964601769922, + -0.06902842477876096, + -0.06529410000000001, + -0.07149334513274326, + -0.043025663716814044, + -0.06659289999999989, + 0.02721671504424799, + 1.0619469029187476e-07, + -0.08165009999999992, + -0.1056450000000003, + -0.0844234336283186, + 0.045172380530973465, + 0.08091592477876108, + -0.08034439823008824, + -0.06118739999999991, + 0.009105318584070807, + 0.0665928778761063, + 0.03861984070796471, + -0.06659289999999989, + -2.920353983475435e-07, + -0.01561157522123892, + 0.034667146902654884, + 0.04805644646017698, + 0.07649909380531038, + 0.0778107902654868, + -0.08165009999999992, + -0.04703600000000003, + 0.027216715044247736, + 0.003988389380530976, + 0.07484829203539822, + 0.06071553097345137, + 0.014212502654867237, + 0.06978295752212389, + -0.04703600000000003, + -0.04703600000000003, + -0.06659289999999989, + -0.1056450000000003, + -0.05670110707964598, + 0.09375696460176995, + -0.16628776973451334, + -0.004178826548672555, + -0.07220739999999994, + -0.06694404424778763, + -0.06819787345132745, + -0.049705195575221274, + -0.11667001238938055, + -0.12676487345132748, + 0.06602797345132745, + 0.0027255099115044237, + 0.08367987168141594, + -0.07531826548672561, + 0.06618380000000008, + -0.05077870088495575, + -0.03939802035398229, + 0.0725209725663717, + 0.018818907079646008, + -0.0012129309734513318, + 0.08232463584070795, + 0.06279675221238941, + 0.05451436991150446, + -0.09364632743362859, + -0.013597840707964663, + -0.02791582300884959, + 0.02277181946902653, + 0.09624579256637165, + 0.10685669557522126, + 0.05720445840707966, + -0.11690305221238939, + -0.07600262831858408, + 0.20486032743362856, + -0.11598514159292016, + 0.04703600000000003, + 0.12372530088495573, + 0.07733639557522128, + 0.009731815840707961, + 0.06515634630088495, + -0.004099914159292028, + -0.062444362831858426, + -0.14432490088495575, + 0.010303688495575204, + -0.03996258407079658, + -0.01723771946902648, + -0.03748595911504427, + -0.09338390796460176, + -0.12455748761061945, + -0.07069998663716814, + 0.09306433097345132, + 0.05574491150442479, + 0.05271592371681417, + -0.10488400000000016, + 0.0725061, + -0.06092212743362833, + -0.021001579646017662, + 0.08582514876106195, + 0.05783091212389381, + 0.07796875840707959, + -0.0484065486725664, + -0.06359218141592915, + 0.12465353274336273, + -0.03740971681415926, + -0.006256027433628239, + 0.02847770973451326, + 0.03523589380530972, + -0.007258076106194675, + 0.029468245840707955, + 0.07720809823008848, + -0.029801646017699017, + -0.07590199938053097, + -0.0023667877876106243, + -0.06193052212389384, + 0.0729473, + -0.08944441592920359, + -0.008905622654867247, + -0.09599750318584069, + -0.11731536725663715, + 0.03799221946902657, + 0.04264000707964609, + -0.05476776486725663, + -0.08099349336283189, + -0.06403644955752204, + 0.0510427, + -0.1728837920353984, + 0.04379192212389381, + -0.08503633221238939, + -0.04843164778761059, + -0.013288855929203541, + 0.05900416725663712, + 0.01502987168141596, + -0.028499033982300897, + -0.06898648672566376, + 0.06213639999999999, + -0.020727761061946872, + 0.056635334513274314, + -0.009026141592920364, + 0.03156841769911506, + -0.12126076106194686, + 0.06353122123893817, + 0.031937667522123854, + 0.029336698938053133, + 0.12508993982300817, + -0.07582650442477877, + 0.006734969026548675, + 0.06509837044247789, + 0.03657155663716816, + -0.13086254787610632, + -0.01249529203539823, + 0.041217141592920364, + 0.050712616814159305, + 0.008828665486725618, + -0.04774530973451326, + -0.06531424955752214, + 0.08627439557522125, + 0.019008834867256633 + ] + ], + "std": [ + [ + 0.9244692810470073, + 0.9993356910018533, + 1.1547522998507793, + 0.9432810092169331, + 1.03584004279498, + 0.8753158130277445, + 1.0465755215467378, + 0.9102607240673849, + 1.023778543447583, + 0.9297280045159075, + 1.0069835198754635, + 0.9525566546794436, + 0.9399759480360307, + 0.9978150756585966, + 0.9862811329995884, + 0.9613244275752023, + 1.111865207612389, + 0.9715796850385696, + 1.0, + 1.0813226579822182, + 1.0, + 1.2592635987036094, + 1.0, + 1.0, + 1.4095057857234625, + 1.0, + 1.010538238524329, + 1.0722512669094082, + 1.0593646908068974, + 0.605561339519823, + 1.0, + 0.9556792785074675, + 0.9988936769842924, + 0.9607982608538026, + 1.0, + 1.4095057857234632, + 1.0, + 1.0, + 0.972373648410722, + 1.0584533172538098, + 1.0284056325027326, + 0.8751294762374062, + 0.7194469320515607, + 0.9753483226530357, + 1.9911349325902201, + 0.99889397212978, + 1.0, + 0.7094990007768706, + 0.8944357999064104, + 1.0, + 0.9004941973725803, + 1.0121581074927941, + 0.761525664661198, + 0.6638398438080123, + 1.0, + 1.0084273596642825, + 0.8944357999064123, + 1.0, + 1.4095057857234632, + 1.0, + 1.0, + 1.0, + 1.0674172345021198, + 1.0415595393603108, + 0.9952640371583976, + 0.7847375185646767, + 1.0253922671299165, + 0.9988936769842935, + 1.0, + 1.0, + 1.1521380745389769, + 1.0, + 0.9380600926852771, + 0.9688329579782285, + 1.0699750013871834, + 1.0, + 1.0, + 0.9022130416875166, + 1.0, + 0.8547515543653855, + 1.9911349325902201, + 1.9911349325902201, + 1.0, + 0.9833161542151768, + 0.9113836368578456, + 1.0154070458101938, + 0.8175726795277899, + 1.0291658658053822, + 1.0023879541161114, + 1.1521380745389784, + 1.0666606471785436, + 0.9988939483461562, + 0.9988939483461564, + 0.8944357999064111, + 1.0, + 1.0194849042181624, + 0.9377289254070391, + 0.9868393622488469, + 0.7115324821514019, + 1.0, + 0.9291878599599749, + 0.9988939483461571, + 0.9988939483461564, + 1.150833993881672, + 0.9988939483461564, + 0.9988939483461563, + 0.9988936769842928, + 0.8446756150368765, + 0.8840822390425243, + 0.879273891482901, + 0.356357040154056, + 1.0, + 0.8575361470050674, + 0.8547515543653872, + 1.0, + 1.1521380745389762, + 0.9988939483461562, + 1.0, + 1.0, + 0.7707096318942795, + 0.9479029615796615, + 0.8861435214681488, + 0.709392406059319, + 1.0, + 0.9648083778490988, + 1.4095057857234619, + 1.1508339938816696, + 1.0, + 0.9988936769842918, + 0.8265732991714976, + 1.0190844405952648, + 0.9459831021380053, + 1.7348381185160544, + 1.1517740759366022, + 1.0, + 1.0, + 1.152138074538978, + 0.912843060712004, + 1.1388119070973806, + 0.9915799039109703, + 1.002719667279991, + 1.085125621845705, + 1.0, + 1.0, + 1.0, + 1.0, + 1.5001714286910226, + 0.9966194693620798, + 0.9443805992812078, + 0.8655175815339226, + 1.0, + 0.7897012658620092, + 1.1164175335449071, + 1.264530190302258, + 0.8921583865445091, + 1.0648052330194941, + 0.8695758038727032, + 0.8660581580725691, + 0.8367831000825393, + 0.37197924168302665, + 1.0, + 0.9262178979224102, + 0.9242646117464632, + 0.973591105652927, + 0.9951600891998066, + 1.1111862475284577, + 0.6670563380647561, + 0.9442962334551489, + 0.990332316811185, + 0.480719441273429, + 1.223234975369157, + 0.940394811395897, + 0.9089632031900003, + 1.0458338698053655, + 0.9721165818563446, + 1.374767108546496, + 0.8594004341053223, + 0.7653673558229712, + 0.6670525311692612, + 0.645642563256581, + 1.0, + 0.891254315503885, + 1.0775980834755503, + 1.007431548670928, + 0.9530753484316439, + 1.4811962251096449, + 1.2176806384389702, + 0.9602107117788192, + 0.8795846242039457, + 1.1116750216535782, + 0.9501349187678776, + 1.0821885258200035, + 1.1407026156836266, + 0.9231893015164008, + 0.8990327480493145, + 0.6422405879838027, + 0.9092214790537131, + 0.9351958368508632, + 1.0, + 1.0, + 0.9288775753611616, + 0.8531876075690629, + 1.034017858801366, + 1.0285706599327553, + 1.5382840820664052, + 1.0793433921827003, + 0.7014984131399681, + 0.9478974831267535, + 0.8121083950620509, + 0.5317226069000799, + 0.877495299738119, + 1.105656776922663, + 0.9679617815757274, + 0.7155463726091819, + 1.108302722756925, + 1.0944778308312668, + 0.7749616919771513, + 0.8850563716056123, + 0.5693811287198752, + 1.0, + 0.9220528856937216, + 0.8553127512283658, + 0.9975197765961968, + 0.8796722204092665, + 1.1740947078133768, + 0.9516756586234943, + 0.9063555755946218, + 0.9537956983823893, + 0.21590336552059824, + 1.0, + 1.1291952185180558, + 1.0007499385498189, + 1.0111383561599954, + 0.9704983147288865, + 1.1385710361021162, + 0.7564588026775311, + 1.0046465692486821, + 0.9312841189336238, + 0.6375502285227569, + 1.0, + 0.829387189699574, + 1.0544363475675953, + 0.9771879250820691, + 1.0137760206245479, + 1.0423498864484522, + 0.43681029699877133, + 0.8991224001063718, + 0.8257144621838688, + 1.968770644943309, + 0.8856828178067617, + 1.0398871114616712, + 0.8345338516516961, + 0.9722595951185294, + 1.285772740124495, + 0.8915167876690523, + 0.8875667705363124, + 0.6453390579256484, + 0.9343424770462008, + 0.8887305596443167, + 1.0443061214405034, + 1.027608228431771, + 0.9189390661089004 + ] + ] + }, + "width": 512, + "in_features": 262, + "out_features": 13, + "depth": 4, + "padding": 524, + "parameters": 694840, + "cert_evals": { + "36": 0.6423357725143433, + "72": 0.5729926824569702, + "108": 0.48175182938575745, + "255": 0.20437955856323242 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/arrhythmia/fold_3/result.json b/UCI_N4/ortho/runs/arrhythmia/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..580800dfb6621b38bda9a06974e23306283848f4 --- /dev/null +++ b/UCI_N4/ortho/runs/arrhythmia/fold_3/result.json @@ -0,0 +1,554 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.6567164179104478, + "test_acc": 0.6102941176470589, + "train_size": 113, + "val_size": 67, + "test_size": 272, + "stats": { + "mean": [ + [ + 0.04070993805309734, + 0.11996151327433617, + -0.07505505699115043, + -0.053473368141592904, + -0.0023036168141593112, + -0.04386066761061949, + 0.1000648973451327, + 0.21898467610619468, + 0.0844638663362832, + -0.21027526176991146, + 0.08278053309734511, + 0.02691175840707965, + -0.10311968407079651, + -0.019989650442477833, + -0.029568291150442447, + 0.06979861946902657, + -0.09989179115044242, + -0.0017227557522123856, + -2.2654867243656462e-07, + 0.06518417699115044, + -0.04703600000000003, + -0.1056450000000003, + -0.1056450000000003, + 0.19977865575221251, + 0.0665928778761063, + 0.09438671238938035, + -0.10331811504424784, + -0.11287559292035391, + 0.1063068938053097, + 0.04291548672566383, + -0.05587280000000011, + -0.032180318584070916, + 0.06704106194690261, + -0.1718930000000004, + -0.04703600000000003, + 0.0665928778761063, + -0.06659289999999989, + 0.08948672566371665, + -0.025450121504424723, + -0.17311484513274336, + 0.07640526460176993, + 0.11526853982300869, + 0.1133023008849558, + -0.07326554867256642, + -0.04703600000000003, + 0.047838725663716816, + -0.04703600000000003, + 0.06704106194690251, + -0.02112876106194691, + -0.06659289999999989, + -0.013552253982300916, + -0.020357922123893812, + -0.027464973451327517, + -0.006002522123893788, + -0.04703600000000003, + -0.04337743362831858, + 0.14790371681415934, + 0.0665928778761063, + -0.06659289999999989, + 0.06659287787610634, + -0.06659289999999989, + 1.0619469029580476e-07, + 0.044767823008849614, + 0.08289923362831852, + -0.12235442831858409, + -0.11459614159292028, + 0.14790476371681416, + -2.9203539830824354e-07, + -0.04703600000000003, + 0.14110856637168223, + 0.027216715044247736, + -0.04703600000000003, + -0.055889752212389385, + -0.12962760265486717, + 0.10187851619469035, + -0.01324823008849549, + 0.022193132743362702, + -0.07879260176991155, + 0.0665928778761063, + 0.12907584070796485, + -0.04703600000000003, + -0.04703600000000003, + -0.04703600000000003, + -0.002639044247787606, + 0.054982569292035384, + 0.05932991150442477, + -0.06964141592920373, + -0.07482919999999994, + -0.033238396460177, + 0.13608353008849555, + 0.0894867256637167, + -0.09438650000000005, + -0.09438650000000005, + -0.1056450000000003, + 0.030049292035398203, + 0.0004219557522123656, + 0.04024157522123887, + 0.01212035575221241, + -0.06541580530973452, + -0.07854839999999999, + 0.02907596460176992, + -0.09438650000000005, + 0.09438671238938048, + -0.03861907964601766, + 1.0619469030366473e-07, + 1.0619469029580476e-07, + -0.0670416460176993, + -0.04499362831858416, + 0.0430065663716814, + 0.05495734513274337, + 0.025254761061947018, + -0.06529410000000001, + 0.06800543362831867, + -0.15775999999999976, + 0.0665928778761063, + -0.08165009999999992, + 1.0619469029580476e-07, + -0.08165009999999992, + -0.021128761061946954, + 0.0199548849557522, + -0.04005870796460183, + 0.07256339026548671, + 0.0029753097345135682, + 0.008741072566371728, + -0.12291731858407075, + 0.0665928778761063, + -0.03861907964601771, + 0.0665928778761063, + -2.9203539835933345e-07, + -0.15365226548672545, + -0.02139016460176988, + 0.03374174115044254, + -0.03278541946902662, + -0.16577226814159277, + 0.027216715044247785, + 0.14110856637168206, + -0.08165009999999992, + -0.17471278761061948, + -0.05009553982300891, + 0.10357247787610621, + 0.01421250265486715, + -0.16799606460176988, + 0.1411085663716814, + -0.04703600000000003, + 0.1997786557522125, + -0.02112876106194691, + 0.10064383539823014, + -0.09822227433628321, + 0.010812114336283181, + -0.0005969424778760985, + -0.034939104424778704, + -0.021039132743362887, + 0.1549942769911504, + -0.05473569823008849, + 0.09371048247787614, + 0.1284547699115043, + 0.08193819469026561, + -0.1894623433628318, + -0.03994628938053097, + 0.005021592920354035, + 0.06618380000000008, + 0.046780255752212445, + 0.12412912743362833, + -0.15687404504424782, + -0.04040450761061948, + 0.01819149026548674, + 0.047322232477876085, + -0.1316860601769911, + -0.08258592566371675, + 0.05638880530973452, + -0.10198681415929205, + 0.1290602176991152, + -0.03669845398230087, + -0.10499076469026546, + -0.12757559911504432, + -0.06652606637168137, + 0.05155422566371681, + 0.031605256637168136, + 0.0629123805309736, + 0.023197380530973564, + 0.04703600000000003, + -0.03599286283185842, + -0.1574473318584071, + 0.10887992823008849, + -0.053605181415929175, + -0.012299078761061958, + -0.05887616991150452, + 0.07308711769911504, + 0.09051549646017694, + -0.10846913274336303, + -0.15513741725663718, + 0.12073644318584073, + 0.05041307504424779, + 0.1529646697345132, + 0.0776218637168141, + 0.057565741592920404, + -0.17276489823008853, + -0.014984845840707986, + -0.04701723008849572, + -0.03750280353982299, + 0.06355189203539817, + 0.06636549999999998, + -0.1410115592035399, + -0.08766313362831851, + -0.09892783274336285, + -0.013420267079645989, + 0.09777304070796461, + 0.07535415840707965, + -0.10688448672566354, + 0.0625599000000001, + -0.011544922123893811, + -0.09627820707964604, + 0.08584640530973452, + 0.007022314424778771, + -0.05128431504424778, + -0.06365885663716808, + 0.02538907345132746, + 0.071253879380531, + -0.032786734513274456, + 0.0729473, + 0.04719471592920353, + 0.014598110265486715, + 0.026159213575221246, + 0.059101831504424836, + -0.07843545663716811, + 0.0003891433628318023, + 0.014624393274336253, + 0.03384382522123893, + -0.07310352920353969, + 0.0510427, + 0.14306325132743355, + -0.011243908849557487, + 0.02559352380530976, + 0.03617407230973455, + -0.012417333274336301, + -0.10102372743362834, + -0.09638603628318594, + 0.02360371292035396, + -0.0742930973451328, + -0.014339143362831862, + 0.03523714159292039, + 0.03915302300884953, + -0.08945827723893807, + -0.02228378656637163, + 0.10421852477876106, + 0.0697730088495576, + -0.12811908238938052, + -0.10229047238938055, + -0.048111653097345074, + 0.041196920353982314, + 0.10879424867256633, + -0.10693692778761064, + 0.02704163566371678, + 0.12719723849557518, + 0.1358370884955751, + -0.11345866194690264, + -0.11236356814159291, + 0.008828665486725625, + 0.04901849557522122, + 0.10906433185840712, + -0.12028646725663718, + 0.005514894867256633 + ] + ], + "std": [ + [ + 1.0502669179700934, + 0.9792224218294541, + 0.24305352147883325, + 1.043042266446498, + 1.0744571502175468, + 0.9508826739984755, + 0.9451555552883207, + 1.1810283789026603, + 1.0064552702700122, + 1.1190882010665817, + 0.9034793296608571, + 1.1336521923679663, + 0.9786491101919341, + 0.9206985848676537, + 0.8610889538505271, + 0.9619675032812017, + 0.9308084274399617, + 0.9863758024756076, + 0.9547571784517959, + 0.9496800506935921, + 1.0, + 1.0, + 1.0, + 1.9844233966366367, + 1.4095057857234627, + 1.40632875858643, + 0.892002130496044, + 1.0129634785032875, + 0.978487303853688, + 1.1394715296586964, + 1.0, + 1.0267988761241287, + 1.217866674742132, + 1.0, + 1.0, + 1.4095057857234627, + 1.0, + 1.30048921660964, + 1.101075351501756, + 0.9423320679555461, + 0.9745566669040967, + 1.0784150005489006, + 1.3072548131334407, + 1.020520797792866, + 1.0, + 1.1116626840554256, + 1.0, + 1.2178666747421323, + 0.8944357999064103, + 1.0, + 0.9763859814864452, + 0.9882312110151381, + 0.9941548135105892, + 1.0805382570058093, + 1.0, + 0.9455390825539804, + 1.5353137244867092, + 1.4095057857234619, + 1.0, + 1.4095057857234636, + 1.0, + 0.9988939483461567, + 0.9028116049768871, + 1.0263167291591377, + 0.9964436627027657, + 0.4280387316306564, + 1.0514551909197751, + 0.9988936769842915, + 1.0, + 1.9911349325902201, + 1.152138074538978, + 1.0, + 0.9644113662850948, + 0.9806946309645141, + 0.9930268680075975, + 0.8905664891946655, + 1.0736843273720693, + 1.0058668086951204, + 1.409505785723462, + 1.3330925209888196, + 1.0, + 1.0, + 1.0, + 1.0450036005861865, + 1.3244456183776097, + 0.932189980942975, + 0.9625014477361986, + 1.0, + 1.0074707737922228, + 1.62207901125963, + 1.3004892166096393, + 1.0, + 1.0, + 1.0, + 1.0917543201475843, + 1.0127130749629136, + 1.2877909824303606, + 0.9604994075919616, + 0.8657450013263874, + 1.0, + 1.0599660091906427, + 1.0, + 1.4063287585864277, + 0.8174198991670479, + 0.9988939483461567, + 0.9988939483461567, + 0.7094990007768708, + 0.8740833234525124, + 1.010657132912493, + 0.9328151962443406, + 1.3541564903516528, + 1.0, + 1.0437864539647888, + 1.0, + 1.409505785723462, + 1.0, + 0.9988939483461567, + 1.0, + 0.8944357999064098, + 1.2065791134004533, + 1.0500123468485083, + 0.9959504427215604, + 1.0958354145667224, + 0.7400533918928887, + 0.9943642075886404, + 1.4095057857234627, + 0.8174198991670482, + 1.4095057857234627, + 0.9988936769842922, + 0.9193790839730072, + 1.0436031910295362, + 0.9868834993023391, + 0.5782795414175284, + 0.9541173647907301, + 1.1521380745389775, + 1.9911349325902201, + 1.0, + 0.9325216486314452, + 1.0303184562115624, + 0.9698188611354921, + 1.0027196672799903, + 1.0327882823860284, + 1.9911349325902201, + 1.0, + 1.9844233966366391, + 0.8944357999064109, + 0.7112349595162911, + 1.0528496975740775, + 0.9693293962135208, + 1.098217436491506, + 0.39441056751713705, + 1.131185111941341, + 0.8933013668038887, + 0.8692841653701331, + 0.9535583303775852, + 0.9578421783922644, + 0.9351032690489206, + 0.9587912379925385, + 0.8874155629442673, + 0.7402206710271984, + 1.0, + 1.0688089329251667, + 0.997681462694144, + 0.9866601266296527, + 0.9496581319654654, + 0.9257831061652533, + 0.9073562336120353, + 0.9768579353882867, + 0.9602672008044747, + 0.7793988687883875, + 1.2643817992013762, + 0.8858997832358527, + 1.0783739453909889, + 0.9243425987503827, + 0.9894525958813807, + 0.8138319611992417, + 0.9527697944043735, + 1.1413505837251008, + 0.8792523651290115, + 1.0992317647014969, + 1.0, + 1.065433498566479, + 0.9150528093441637, + 1.0062463574228966, + 1.011250604668206, + 0.7913263564369651, + 0.9735543146496928, + 0.9610800849612564, + 0.9880567372837797, + 0.3866698577857632, + 0.9853949011817834, + 0.990227174214131, + 0.8869793376043191, + 1.0049463863071384, + 0.9992217219580515, + 0.9135057665522096, + 0.9794517412025064, + 0.8334338014885702, + 0.37518500497353446, + 1.1642248030770597, + 0.9506854878365382, + 1.1083600583283926, + 0.9361744720072924, + 1.0051395038183164, + 0.7234663786843327, + 1.1371317753211319, + 1.5356103741191347, + 0.8479920793399001, + 0.46656712729960265, + 1.0, + 1.0891589322731212, + 0.8545812844441173, + 1.3469557389840487, + 1.3298686360213214, + 0.8184103746992143, + 1.2426545134673366, + 0.9345647421429395, + 0.8739291157345797, + 0.7954155323258645, + 1.0, + 0.9396031266002715, + 0.8729340873197525, + 1.1022147706138496, + 0.9052007430680863, + 0.8002297286948205, + 1.1474637082252046, + 1.0050624674836923, + 0.8958786752659496, + 0.1199464140766847, + 1.0, + 0.9484606934407114, + 0.924743989986394, + 1.1045533858189263, + 0.9763355497679247, + 0.8775711016746042, + 1.4892483405130004, + 0.9479162196372228, + 0.824520740664537, + 0.48200134691826974, + 0.8093410764663572, + 1.0307538015892828, + 0.8557116942728363, + 0.9675781578595044, + 0.9316537658305905, + 0.961482671503125, + 0.9499524026348503, + 1.0156281171297905, + 0.9533815998673338, + 0.13577727875330386, + 1.0944930405696027, + 0.9984202119037168, + 1.0610893586418122, + 1.0416564535479678, + 0.953141207852886, + 0.9699518518482332, + 1.0661304370514315, + 0.9605383246803934, + 0.9343424770461999, + 1.1428421085341074, + 0.9995106529728873, + 1.0191031224939573, + 1.0275583030415119 + ] + ] + }, + "width": 512, + "in_features": 262, + "out_features": 13, + "depth": 4, + "padding": 524, + "parameters": 694840, + "cert_evals": { + "36": 0.5845588445663452, + "72": 0.5735294222831726, + "108": 0.5183823704719543, + "255": 0.3235294222831726 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/audiology-std/fold_0/result.json b/UCI_N4/ortho/runs/audiology-std/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..af1d68141f93aee2cf043580078f20b869b3f3bb --- /dev/null +++ b/UCI_N4/ortho/runs/audiology-std/fold_0/result.json @@ -0,0 +1,148 @@ +{ + "best_epoch": 29, + "best_val_acc": 0.25806451612903225, + "test_acc": 0.40714285714285714, + "train_size": 25, + "val_size": 31, + "test_size": 140, + "stats": { + "mean": [ + [ + -1.7763568394002505e-17, + -8.399999999486596e-07, + 7.99999999756551e-08, + -1.2800000001833566e-06, + -3.6000000007696543e-07, + -8.799999999986596e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.000000002006402e-08, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 7.99999999756551e-08, + 0.0, + -3.199999999159431e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -3.3306690738754695e-17, + -3.999999999981796e-07, + 0.0, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.659739592076221e-17, + 0.0, + -8.659739592076221e-17, + 0.0, + 0.0, + 0.0, + -7.199999999940587e-07, + -4.800000000759752e-07, + 2.799999999325564e-07, + 0.0, + 2.220446049250313e-18, + 0.0, + -1.5999999996907377e-07, + 0.0, + -4.0000000006479297e-07, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9797958971132714, + 0.979795399156076, + 0.979796007645425, + 0.9797944438980055, + 0.979795825808005, + 0.9797970293219844, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132714, + 1.0, + 0.9797961795409461, + 0.979796007645425, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797960076454252, + 1.0, + 0.9797960772142222, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132711, + 0.9797952000000001, + 1.0, + 0.9797960076454251, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132709, + 1.0, + 0.9797958971132709, + 1.0, + 1.0, + 1.0, + 0.9797942770355633, + 0.9797949007791427, + 0.9797958854236333, + 1.0, + 0.979795897113271, + 1.0, + 0.9797957933341287, + 1.0, + 0.9797952, + 1.0, + 1.0 + ] + ] + }, + "width": 256, + "in_features": 59, + "out_features": 18, + "depth": 4, + "padding": 118, + "parameters": 37309, + "cert_evals": { + "36": 0.3642857074737549, + "72": 0.30714285373687744, + "108": 0.20000000298023224, + "255": 0.0357142873108387 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/audiology-std/fold_1/result.json b/UCI_N4/ortho/runs/audiology-std/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..34e59bc3182943677f97fc7f94991bf399de9d13 --- /dev/null +++ b/UCI_N4/ortho/runs/audiology-std/fold_1/result.json @@ -0,0 +1,148 @@ +{ + "best_epoch": 35, + "best_val_acc": 0.5454545454545454, + "test_acc": 0.35507246376811596, + "train_size": 25, + "val_size": 33, + "test_size": 138, + "stats": { + "mean": [ + [ + -1.7763568394002505e-17, + -8.399999999486596e-07, + 7.99999999756551e-08, + -1.2800000001833566e-06, + -3.6000000007696543e-07, + -8.799999999986596e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.000000002006402e-08, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 7.99999999756551e-08, + 0.0, + -3.199999999159431e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -3.3306690738754695e-17, + -3.999999999981796e-07, + 0.0, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.659739592076221e-17, + 0.0, + -8.659739592076221e-17, + 0.0, + 0.0, + 0.0, + -7.199999999940587e-07, + -4.800000000759752e-07, + 2.799999999325564e-07, + 0.0, + 2.220446049250313e-18, + 0.0, + -1.5999999996907377e-07, + 0.0, + -4.0000000006479297e-07, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9797958971132714, + 0.979795399156076, + 0.979796007645425, + 0.9797944438980055, + 0.979795825808005, + 0.9797970293219844, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132714, + 1.0, + 0.9797961795409461, + 0.979796007645425, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797960076454252, + 1.0, + 0.9797960772142222, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132711, + 0.9797952000000001, + 1.0, + 0.9797960076454251, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132709, + 1.0, + 0.9797958971132709, + 1.0, + 1.0, + 1.0, + 0.9797942770355633, + 0.9797949007791427, + 0.9797958854236333, + 1.0, + 0.979795897113271, + 1.0, + 0.9797957933341287, + 1.0, + 0.9797952, + 1.0, + 1.0 + ] + ] + }, + "width": 256, + "in_features": 59, + "out_features": 18, + "depth": 4, + "padding": 118, + "parameters": 37309, + "cert_evals": { + "36": 0.34057971835136414, + "72": 0.2971014678478241, + "108": 0.21014493703842163, + "255": 0.06521739065647125 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/audiology-std/fold_2/result.json b/UCI_N4/ortho/runs/audiology-std/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1335bd28d59f12120a02b6615930545fd2f8ddce --- /dev/null +++ b/UCI_N4/ortho/runs/audiology-std/fold_2/result.json @@ -0,0 +1,148 @@ +{ + "best_epoch": 13, + "best_val_acc": 0.4, + "test_acc": 0.3561643835616438, + "train_size": 25, + "val_size": 25, + "test_size": 146, + "stats": { + "mean": [ + [ + -1.7763568394002505e-17, + -8.399999999486596e-07, + 7.99999999756551e-08, + -1.2800000001833566e-06, + -3.6000000007696543e-07, + -8.799999999986596e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.000000002006402e-08, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 7.99999999756551e-08, + 0.0, + -3.199999999159431e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -3.3306690738754695e-17, + -3.999999999981796e-07, + 0.0, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.659739592076221e-17, + 0.0, + -8.659739592076221e-17, + 0.0, + 0.0, + 0.0, + -7.199999999940587e-07, + -4.800000000759752e-07, + 2.799999999325564e-07, + 0.0, + 2.220446049250313e-18, + 0.0, + -1.5999999996907377e-07, + 0.0, + -4.0000000006479297e-07, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9797958971132714, + 0.979795399156076, + 0.979796007645425, + 0.9797944438980055, + 0.979795825808005, + 0.9797970293219844, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132714, + 1.0, + 0.9797961795409461, + 0.979796007645425, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797960076454252, + 1.0, + 0.9797960772142222, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132711, + 0.9797952000000001, + 1.0, + 0.9797960076454251, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132709, + 1.0, + 0.9797958971132709, + 1.0, + 1.0, + 1.0, + 0.9797942770355633, + 0.9797949007791427, + 0.9797958854236333, + 1.0, + 0.979795897113271, + 1.0, + 0.9797957933341287, + 1.0, + 0.9797952, + 1.0, + 1.0 + ] + ] + }, + "width": 256, + "in_features": 59, + "out_features": 18, + "depth": 4, + "padding": 118, + "parameters": 37309, + "cert_evals": { + "36": 0.28082191944122314, + "72": 0.22602739930152893, + "108": 0.1780821979045868, + "255": 0.034246575087308884 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/audiology-std/fold_3/result.json b/UCI_N4/ortho/runs/audiology-std/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a7cfd34468e34f514550c40a4a6b9550ddb22493 --- /dev/null +++ b/UCI_N4/ortho/runs/audiology-std/fold_3/result.json @@ -0,0 +1,148 @@ +{ + "best_epoch": 20, + "best_val_acc": 0.5333333333333333, + "test_acc": 0.3475177304964539, + "train_size": 25, + "val_size": 30, + "test_size": 141, + "stats": { + "mean": [ + [ + -1.7763568394002505e-17, + -8.399999999486596e-07, + 7.99999999756551e-08, + -1.2800000001833566e-06, + -3.6000000007696543e-07, + -8.799999999986596e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.000000002006402e-08, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 7.99999999756551e-08, + 0.0, + -3.199999999159431e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -3.3306690738754695e-17, + -3.999999999981796e-07, + 0.0, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.659739592076221e-17, + 0.0, + -8.659739592076221e-17, + 0.0, + 0.0, + 0.0, + -7.199999999940587e-07, + -4.800000000759752e-07, + 2.799999999325564e-07, + 0.0, + 2.220446049250313e-18, + 0.0, + -1.5999999996907377e-07, + 0.0, + -4.0000000006479297e-07, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9797958971132714, + 0.979795399156076, + 0.979796007645425, + 0.9797944438980055, + 0.979795825808005, + 0.9797970293219844, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132714, + 1.0, + 0.9797961795409461, + 0.979796007645425, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797960076454252, + 1.0, + 0.9797960772142222, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132711, + 0.9797952000000001, + 1.0, + 0.9797960076454251, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132709, + 1.0, + 0.9797958971132709, + 1.0, + 1.0, + 1.0, + 0.9797942770355633, + 0.9797949007791427, + 0.9797958854236333, + 1.0, + 0.979795897113271, + 1.0, + 0.9797957933341287, + 1.0, + 0.9797952, + 1.0, + 1.0 + ] + ] + }, + "width": 256, + "in_features": 59, + "out_features": 18, + "depth": 4, + "padding": 118, + "parameters": 37309, + "cert_evals": { + "36": 0.3191489279270172, + "72": 0.27659574151039124, + "108": 0.24822694063186646, + "255": 0.03546099364757538 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/balance-scale/fold_0/result.json b/UCI_N4/ortho/runs/balance-scale/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..cf7a881629e2ee700d8b248ec409c7f4ead721aa --- /dev/null +++ b/UCI_N4/ortho/runs/balance-scale/fold_0/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 34, + "best_val_acc": 0.7590361445783133, + "test_acc": 0.7227979274611399, + "train_size": 156, + "val_size": 83, + "test_size": 386, + "stats": { + "mean": [ + [ + 0.05887832692307693, + -2.5641025661690044e-08, + 0.09964028205128199, + -0.09058207692307692 + ] + ], + "std": [ + [ + 0.9464310236223092, + 0.9765235538802873, + 0.9974316897506468, + 1.0391308031314608 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 306, + "cert_evals": { + "36": 0.606217622756958, + "72": 0.4715025722980499, + "108": 0.31606218218803406, + "255": 0.005181347019970417 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/balance-scale/fold_1/result.json b/UCI_N4/ortho/runs/balance-scale/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..64ce9e36a22747d41c43024ddc7a711eecc8073d --- /dev/null +++ b/UCI_N4/ortho/runs/balance-scale/fold_1/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.6082474226804123, + "test_acc": 0.6747311827956989, + "train_size": 156, + "val_size": 97, + "test_size": 372, + "stats": { + "mean": [ + [ + 0.09511109615384612, + -3.416070845000482e-17, + 0.00905823076923074, + 0.08152388461538454 + ] + ], + "std": [ + [ + 1.0090351712085057, + 1.0055834762270852, + 0.9532661180714023, + 1.002273371607005 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 306, + "cert_evals": { + "36": 0.44086021184921265, + "72": 0.21236559748649597, + "108": 0.11290322244167328, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/balance-scale/fold_2/result.json b/UCI_N4/ortho/runs/balance-scale/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e85597b037428b9443ac17881ad404f82ef3b2f4 --- /dev/null +++ b/UCI_N4/ortho/runs/balance-scale/fold_2/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 86, + "best_val_acc": 0.7526881720430108, + "test_acc": 0.6196808510638298, + "train_size": 156, + "val_size": 93, + "test_size": 376, + "stats": { + "mean": [ + [ + -0.00452913461538464, + 0.06340748717948716, + -1.2820512825151571e-08, + 0.09964030769230771 + ] + ], + "std": [ + [ + 0.9879158233594086, + 0.9907460042778667, + 1.027617579941566, + 0.9614936385801037 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 306, + "cert_evals": { + "36": 0.5079786777496338, + "72": 0.417553186416626, + "108": 0.3085106313228607, + "255": 0.013297871686518192 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/balance-scale/fold_3/result.json b/UCI_N4/ortho/runs/balance-scale/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c6f677a117f221886e59eb6b51429552ca68f0f4 --- /dev/null +++ b/UCI_N4/ortho/runs/balance-scale/fold_3/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 46, + "best_val_acc": 0.7282608695652174, + "test_acc": 0.7480106100795756, + "train_size": 156, + "val_size": 92, + "test_size": 377, + "stats": { + "mean": [ + [ + 0.05434929487179499, + -0.08605298076923085, + 0.06793655769230768, + -0.16757685256410257 + ] + ], + "std": [ + [ + 1.0569029867956488, + 1.0161657906649941, + 0.9625917447832895, + 0.9469510608150327 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 306, + "cert_evals": { + "36": 0.6498673558235168, + "72": 0.485411137342453, + "108": 0.34217506647109985, + "255": 0.015915118157863617 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/balloons/fold_0/result.json b/UCI_N4/ortho/runs/balloons/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..383d9848eb0835bafe8e9b0d20af1afe9edc0e7f --- /dev/null +++ b/UCI_N4/ortho/runs/balloons/fold_0/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5, + "test_acc": 0.375, + "train_size": 4, + "val_size": 4, + "test_size": 8, + "stats": { + "mean": [ + [ + 0.0, + 0.0, + -0.968246, + 0.0 + ] + ], + "std": [ + [ + 0.968246, + 0.968246, + 1.0, + 0.968246 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 295, + "cert_evals": { + "36": 0.25, + "72": 0.25, + "108": 0.125, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/balloons/fold_1/result.json b/UCI_N4/ortho/runs/balloons/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5480d3291e28ec72961a9e8325d5b84cd007ac6f --- /dev/null +++ b/UCI_N4/ortho/runs/balloons/fold_1/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5, + "test_acc": 0.9, + "train_size": 4, + "val_size": 2, + "test_size": 10, + "stats": { + "mean": [ + [ + -0.484123, + 0.484123, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.8385256331126676, + 0.8385256331126676, + 0.968246, + 0.968246 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 295, + "cert_evals": { + "36": 0.20000000298023224, + "72": 0.10000000149011612, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/balloons/fold_2/result.json b/UCI_N4/ortho/runs/balloons/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c74dcdaa50ae5d84a2342a025eb1954f8673a3f0 --- /dev/null +++ b/UCI_N4/ortho/runs/balloons/fold_2/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 1, + "best_val_acc": 1.0, + "test_acc": 0.36363636363636365, + "train_size": 4, + "val_size": 1, + "test_size": 11, + "stats": { + "mean": [ + [ + -0.484123, + 0.0, + -0.484123, + -0.484123 + ] + ], + "std": [ + [ + 0.8385256331126676, + 0.968246, + 0.8385256331126676, + 0.8385256331126676 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 295, + "cert_evals": { + "36": 0.1818181872367859, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/balloons/fold_3/result.json b/UCI_N4/ortho/runs/balloons/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ea53e194f6957ed2e84df73662e52d4e0a4d8f06 --- /dev/null +++ b/UCI_N4/ortho/runs/balloons/fold_3/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 1, + "best_val_acc": 1.0, + "test_acc": 0.5454545454545454, + "train_size": 4, + "val_size": 1, + "test_size": 11, + "stats": { + "mean": [ + [ + 0.48412299999999997, + 0.484123, + -0.968246, + 0.0 + ] + ], + "std": [ + [ + 0.8385256331126676, + 0.8385256331126676, + 1.0, + 0.968246 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 295, + "cert_evals": { + "36": 0.3636363744735718, + "72": 0.27272728085517883, + "108": 0.09090909361839294, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/bank/fold_0/result.json b/UCI_N4/ortho/runs/bank/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b6d9430d7de687564236da1b1a3ad42e25c50d13 --- /dev/null +++ b/UCI_N4/ortho/runs/bank/fold_0/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 11, + "best_val_acc": 0.8373751783166904, + "test_acc": 0.8204460966542751, + "train_size": 1130, + "val_size": 701, + "test_size": 2690, + "stats": { + "mean": [ + [ + -0.043444115752212485, + 0.038350172566371764, + 0.021509683185840713, + -0.021201484955752213, + -0.006912000000000016, + 0.04290420228318581, + -0.031048147787610524, + -0.010544807964601867, + -0.027401819469027113, + -0.0011023982300885904, + -0.020262814867256583, + -0.01690946219469023, + -0.0050658819469022965, + 0.027795634513274152, + 0.0035984575221236132, + 0.03735520353982189 + ] + ], + "std": [ + [ + 0.9589625434028519, + 0.9947635481983416, + 1.013551308348929, + 0.9759306172571834, + 1.025514103095601, + 1.1941195969624385, + 0.9952628808737004, + 1.0099558672249285, + 1.0069197139677768, + 1.0315253300196314, + 1.005152797600638, + 0.9721293687592033, + 0.9311569270874402, + 1.0436010567990328, + 0.9725976279868672, + 1.0344584167333912 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 2725, + "cert_evals": { + "36": 0.7587360739707947, + "72": 0.6710036993026733, + "108": 0.5773234367370605, + "255": 0.12342007458209991 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/bank/fold_1/result.json b/UCI_N4/ortho/runs/bank/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..25d8b4ce8abfdb1d4cb595a185cb76f60dece5bd --- /dev/null +++ b/UCI_N4/ortho/runs/bank/fold_1/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.8701492537313433, + "test_acc": 0.8327820654171261, + "train_size": 1130, + "val_size": 670, + "test_size": 2721, + "stats": { + "mean": [ + [ + -0.01574801380530978, + 0.0023927396460177394, + 0.0021967858407077644, + -0.01932307256637162, + 0.006853599999999982, + -0.03479098039734521, + 0.0010882398230089275, + 0.02142298584070794, + -0.04310824424778776, + -0.002926514159292115, + -0.01356536707964567, + 0.01527978015929205, + -0.04149083628318521, + -0.006613960176991296, + 0.006211176106194516, + -0.021354536283185895 + ] + ], + "std": [ + [ + 0.969300386690253, + 1.0029838787869998, + 1.0077378567908635, + 1.0067270576318987, + 0.9737641828355684, + 0.8874066057167844, + 1.0000362134178429, + 0.978768086158569, + 1.0166647522536418, + 1.0110908544078474, + 0.9795699211960872, + 0.988628308543735, + 0.8468895052095667, + 1.0088647512260476, + 1.0744144429583726, + 0.97024384329565 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 2725, + "cert_evals": { + "36": 0.7758176922798157, + "72": 0.6927599906921387, + "108": 0.5898566842079163, + "255": 0.1286291778087616 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/bank/fold_2/result.json b/UCI_N4/ortho/runs/bank/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4f961b550cc67d042628f1e961aae5776cec1372 --- /dev/null +++ b/UCI_N4/ortho/runs/bank/fold_2/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.8672438672438673, + "test_acc": 0.8054114158636027, + "train_size": 1130, + "val_size": 693, + "test_size": 2698, + "stats": { + "mean": [ + [ + 0.03612999486725651, + 0.0039014732743363205, + -0.026264318584070866, + 0.007914513274336264, + -2.920000000001238e-05, + -0.02074493859203536, + -0.02212137345132746, + -0.02529917433628319, + -0.017585318584070603, + 0.002009283628318563, + -0.032913651327433256, + 0.01575317238053096, + 0.01656134477876116, + 0.004832360176991011, + 0.0046435044247787275, + -0.007806110619469017 + ] + ], + "std": [ + [ + 1.026029784154538, + 1.014567266706415, + 0.9934924943110668, + 1.0009548228746656, + 0.9999976513205256, + 0.9005330945128681, + 0.9966950423207805, + 1.02369326820955, + 1.0066229970970322, + 1.0105897259642973, + 0.9953808522736891, + 1.0444837633462487, + 0.9721502138598372, + 1.0252935681497495, + 0.9895490051866441, + 0.9907898156267138 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 2725, + "cert_evals": { + "36": 0.729058563709259, + "72": 0.6360266804695129, + "108": 0.5415122509002686, + "255": 0.14306893944740295 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/bank/fold_3/result.json b/UCI_N4/ortho/runs/bank/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b6855f21dae85c8d7530efe5637bfd646da39dbf --- /dev/null +++ b/UCI_N4/ortho/runs/bank/fold_3/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 16, + "best_val_acc": 0.8642533936651584, + "test_acc": 0.8332111436950147, + "train_size": 1130, + "val_size": 663, + "test_size": 2728, + "stats": { + "mean": [ + [ + -0.0319807638938054, + 0.00842759592920361, + 0.0032132584070795264, + -0.0512567557522122, + 0.02061919999999998, + 0.017208951831858395, + -0.023906728318583995, + 0.009127680530973464, + 0.04229537345132683, + 0.03913422522123883, + -0.0012866005309730669, + 0.019049747389380534, + 0.0011946368141599608, + -0.01394144424778776, + -0.01887086017699146, + -0.012322258407079635 + ] + ], + "std": [ + [ + 0.9997012384907139, + 1.011637351521284, + 1.0052459246549308, + 0.9835551200097631, + 0.9188989108776542, + 0.975563370252112, + 0.9964151726496702, + 0.9910016079646086, + 0.9876324728734414, + 0.9709295082923052, + 1.018649934814902, + 1.045208416973306, + 1.0916320113723843, + 0.971971990527501, + 0.9802679634858928, + 0.9883913040231975 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 2725, + "cert_evals": { + "36": 0.7771260738372803, + "72": 0.7085776925086975, + "108": 0.6319648027420044, + "255": 0.21957477927207947 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/blood/fold_0/result.json b/UCI_N4/ortho/runs/blood/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6de4d12c34c36a238b3c23f82bb8fe8fbca946e1 --- /dev/null +++ b/UCI_N4/ortho/runs/blood/fold_0/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.7868852459016393, + "test_acc": 0.7539863325740319, + "train_size": 187, + "val_size": 122, + "test_size": 439, + "stats": { + "mean": [ + [ + 0.08207599251336908, + 0.07211877540106948, + 0.07211877540106948, + 0.12092969090909093 + ] + ], + "std": [ + [ + 1.0915037898164763, + 0.9154190444987925, + 0.9154190444987925, + 1.0234960637376278 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 295, + "cert_evals": { + "36": 0.46924832463264465, + "72": 0.2209567278623581, + "108": 0.10933941602706909, + "255": 0.002277904422953725 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/blood/fold_1/result.json b/UCI_N4/ortho/runs/blood/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..aa55f3747c4ca8d3bbbeb17fe9747f88e81310fe --- /dev/null +++ b/UCI_N4/ortho/runs/blood/fold_1/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 35, + "best_val_acc": 0.5258620689655172, + "test_acc": 0.6202247191011236, + "train_size": 187, + "val_size": 116, + "test_size": 445, + "stats": { + "mean": [ + [ + -0.0044589358288771265, + -0.03777642245989305, + -0.03777642245989305, + -0.04118699946524062 + ] + ], + "std": [ + [ + 1.0355747128653376, + 1.0168425706533084, + 1.0168425706533084, + 0.9389071377082803 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 295, + "cert_evals": { + "36": 0.384269654750824, + "72": 0.2067415714263916, + "108": 0.11685393750667572, + "255": 0.008988764137029648 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/blood/fold_2/result.json b/UCI_N4/ortho/runs/blood/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4ac4e8c9a682304ddabdfbeeb23636b3dac1f721 --- /dev/null +++ b/UCI_N4/ortho/runs/blood/fold_2/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.6636363636363637, + "test_acc": 0.5254988913525499, + "train_size": 187, + "val_size": 110, + "test_size": 451, + "stats": { + "mean": [ + [ + 0.05565309197860972, + -0.04876601497326191, + -0.04876601497326191, + 0.022211831550802065 + ] + ], + "std": [ + [ + 1.2081413746481122, + 0.9472357528176619, + 0.9472357528176619, + 0.9442482982599183 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 295, + "cert_evals": { + "36": 0.3015521168708801, + "72": 0.09756097197532654, + "108": 0.0509977824985981, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/blood/fold_3/result.json b/UCI_N4/ortho/runs/blood/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..33d42e4bdf15e521147b20dbeb32d1f244d19d50 --- /dev/null +++ b/UCI_N4/ortho/runs/blood/fold_3/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 25, + "best_val_acc": 0.6779661016949152, + "test_acc": 0.6252821670428894, + "train_size": 187, + "val_size": 118, + "test_size": 443, + "stats": { + "mean": [ + [ + 0.02856966417112282, + -0.11561878823529406, + -0.11561878823529406, + -0.0299989443850266 + ] + ], + "std": [ + [ + 1.1041996654221626, + 0.9454192748690525, + 0.9454192748690525, + 0.9892882254644951 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 295, + "cert_evals": { + "36": 0.4830699861049652, + "72": 0.31151241064071655, + "108": 0.1218961626291275, + "255": 0.027088036760687828 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer-wisc-diag/fold_0/result.json b/UCI_N4/ortho/runs/breast-cancer-wisc-diag/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4537b00b189e0d9fba81dcd7ac79fe31abfbc019 --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer-wisc-diag/fold_0/result.json @@ -0,0 +1,90 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.9625, + "test_acc": 0.968299711815562, + "train_size": 142, + "val_size": 80, + "test_size": 347, + "stats": { + "mean": [ + [ + 0.0825849457746479, + 0.16776179100774652, + 0.08018569295774641, + 0.08525118492957748, + -0.13794442330985915, + -0.020546994366197266, + 0.031128610563380326, + 0.027148295774647915, + -0.03857999985915492, + -0.13734727633802823, + 0.08226506922535208, + -0.06624039612676055, + 0.09562314598591552, + 0.11241559394366195, + -0.0706283795774648, + 0.012817941971830999, + 0.03673792985915488, + 0.06254002929577464, + -0.016561529295774678, + -0.03867594647887324, + 0.07726569126760555, + 0.11026314366197185, + 0.07734966126760559, + 0.07510323753521127, + -0.10811489788732392, + 0.017963794225352204, + 0.03508001049295764, + 0.03470587605633805, + -0.006298125654929594, + -0.05882395070422536 + ] + ], + "std": [ + [ + 1.0298680528672801, + 1.0456187991444128, + 1.0339745446187498, + 1.1112548477482211, + 0.9413610006349405, + 1.0168663973319072, + 1.0127149891342198, + 0.9829034935431965, + 0.9115153190139265, + 0.8362062139046329, + 1.3277929800502757, + 0.7882767184809211, + 1.351171258508586, + 1.4874958213599554, + 0.8030624718228448, + 1.0638857030973894, + 1.0680975160236916, + 1.029388660893026, + 0.8840778078833855, + 0.9386046041123467, + 1.042323932480091, + 1.0325935116911305, + 1.0468623000133939, + 1.097427344818284, + 0.9438879408105022, + 1.048839947871273, + 1.087511123501064, + 1.02306665439061, + 0.9281333050780699, + 0.9709946269989288 + ] + ] + }, + "width": 128, + "in_features": 30, + "out_features": 2, + "depth": 4, + "padding": 60, + "parameters": 9305, + "cert_evals": { + "36": 0.9538904428482056, + "72": 0.9193083047866821, + "108": 0.8847262263298035, + "255": 0.7089337110519409 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer-wisc-diag/fold_1/result.json b/UCI_N4/ortho/runs/breast-cancer-wisc-diag/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3dfb8c516354ef49d75da221394a17e0d923073e --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer-wisc-diag/fold_1/result.json @@ -0,0 +1,90 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.9634146341463414, + "test_acc": 0.9681159420289855, + "train_size": 142, + "val_size": 82, + "test_size": 345, + "stats": { + "mean": [ + [ + -0.11201186056338029, + 0.07070025633802816, + -0.10239308169014083, + -0.11672702063380279, + 0.032527111971830974, + 0.05026270500000002, + -0.02818336908450703, + -0.04343403450704224, + -0.02067522316901408, + 0.08708522408450704, + -0.11080013492957747, + 0.04381799119718306, + -0.0825752031690141, + -0.11760619366197181, + -0.12109326042253515, + 0.0031279288732394177, + -0.06837052551408451, + -0.09945178922535211, + 0.02686396394366193, + -0.03645938134507036, + -0.09511004859154928, + 0.08993712535211269, + -0.07473255774647886, + -0.10130778450704225, + 0.04382505676056337, + 0.08864361894366199, + 0.03680164077464787, + -0.003688304577464759, + 0.0977748130774647, + 0.08804689718309852 + ] + ], + "std": [ + [ + 0.9195016301354824, + 1.094593366492765, + 0.9291056843219847, + 0.8651637977085379, + 1.104895872882098, + 1.0612349352106514, + 0.9960386306069985, + 0.9599334814324468, + 0.995073713912434, + 1.0059759191906428, + 0.8154754957601557, + 1.1714910738712319, + 0.8337124056974246, + 0.7056775636749633, + 0.8384686418997397, + 0.997008703041016, + 0.7652271837716654, + 0.9491550332342998, + 0.9894126977193328, + 0.8349121832481521, + 0.9324374909578882, + 1.0776300277359205, + 0.9582162700674596, + 0.8930111054213019, + 1.0965646002689322, + 1.0909755237588887, + 1.0811372221216917, + 1.0368266566472815, + 1.0808007528399084, + 1.0161303395181038 + ] + ] + }, + "width": 128, + "in_features": 30, + "out_features": 2, + "depth": 4, + "padding": 60, + "parameters": 9305, + "cert_evals": { + "36": 0.9420289993286133, + "72": 0.9246377348899841, + "108": 0.8869565725326538, + "255": 0.6318840980529785 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer-wisc-diag/fold_2/result.json b/UCI_N4/ortho/runs/breast-cancer-wisc-diag/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7681f07d4f8e73ac696f7910029e00437e8d67ad --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer-wisc-diag/fold_2/result.json @@ -0,0 +1,90 @@ +{ + "best_epoch": 21, + "best_val_acc": 0.9545454545454546, + "test_acc": 0.9410029498525073, + "train_size": 142, + "val_size": 88, + "test_size": 339, + "stats": { + "mean": [ + [ + -0.021816593521126793, + 0.06485498873239437, + -0.02247304859154929, + -0.029893932042253508, + 0.038515619718309926, + -0.02588728169014086, + -0.05297414225352113, + -0.003333404225352076, + 0.04336582049295775, + -0.03314538676056333, + -0.030619029577464745, + -0.0005102492957746506, + -0.05296082697183101, + -0.03949717746478873, + 0.010749251408450719, + -0.0881686789436619, + -0.1314002314507042, + -0.11034913126760565, + -0.034516665140845094, + -0.06504294760563381, + -0.02178127598591549, + 0.04724548049295773, + -0.027157091126760537, + -0.033063059859154906, + 0.05190005140845066, + -0.03469985169014086, + -0.07640525704225351, + -0.020877885915492986, + 0.0502971771619718, + -0.0047201802816901695 + ] + ], + "std": [ + [ + 0.9463937708331187, + 1.0456850321490456, + 0.9481587587922021, + 0.9061036579406758, + 0.9991272345406123, + 0.9529645424014063, + 0.9656412252488126, + 1.0086024557337858, + 1.0101851762447767, + 0.971237840916314, + 0.8511955942668115, + 0.9348241096823969, + 0.7677709117900025, + 0.7619556774338143, + 0.9861286665457306, + 0.835402354513955, + 0.6497713689377111, + 0.83419033386709, + 0.8966910096607936, + 0.7137654744350889, + 0.9276882020178508, + 1.0094191904095935, + 0.9175498580969587, + 0.8830907945718708, + 0.9951613811713826, + 0.955386515361877, + 0.9648461201262609, + 1.0198807080859185, + 1.0490861818978507, + 0.9618292961310324 + ] + ] + }, + "width": 128, + "in_features": 30, + "out_features": 2, + "depth": 4, + "padding": 60, + "parameters": 9305, + "cert_evals": { + "36": 0.9174041152000427, + "72": 0.8938053250312805, + "108": 0.8731563091278076, + "255": 0.7669616341590881 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer-wisc-diag/fold_3/result.json b/UCI_N4/ortho/runs/breast-cancer-wisc-diag/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c1024ce330637f18646e35ae5c307b90cd9103cc --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer-wisc-diag/fold_3/result.json @@ -0,0 +1,90 @@ +{ + "best_epoch": 11, + "best_val_acc": 0.9753086419753086, + "test_acc": 0.9653179190751445, + "train_size": 142, + "val_size": 81, + "test_size": 346, + "stats": { + "mean": [ + [ + 0.041954460563380286, + -0.03068368455563383, + 0.05642674225352119, + 0.04212094478873236, + 0.0753741992957746, + 0.19173782535211265, + 0.13158766190140847, + 0.10927857042253514, + 0.12073864654929573, + 0.16060644718309858, + 0.0007204726760563243, + 0.02137304077464788, + 0.05429816549295772, + -0.012780137042253566, + 0.013563698028169006, + 0.15196018795774635, + 0.11918610920422545, + 0.08330966570422528, + 0.08884857161971826, + 0.08853129507042258, + 0.03332697760563379, + -0.006147756197183027, + 0.06017890535211265, + 0.025833432394366203, + 0.10165912112676065, + 0.184136802112676, + 0.17515080211267609, + 0.12936214014084502, + 0.10002845492957746, + 0.16336953521126774 + ] + ], + "std": [ + [ + 1.0573062114321623, + 0.9552884577469056, + 1.0710079092993716, + 1.0509022734984494, + 1.1270846333930622, + 1.1567722248607955, + 1.1330587765489406, + 1.140649555855837, + 1.1542513895561295, + 1.0051375538789176, + 0.8967996396101922, + 1.097489083446709, + 0.9381483291097392, + 0.7912780594989863, + 0.9397288734854672, + 0.9788202766737033, + 1.073938446577066, + 0.9563830108562081, + 1.1438144705840625, + 0.7701703811879946, + 1.0262729293228618, + 0.9839279786422038, + 1.0483951162266714, + 1.0167649174977718, + 1.0851034209747896, + 1.0398339487141628, + 1.1490024738247944, + 1.0756456277267925, + 1.0959872724158726, + 0.9323448193880042 + ] + ] + }, + "width": 128, + "in_features": 30, + "out_features": 2, + "depth": 4, + "padding": 60, + "parameters": 9305, + "cert_evals": { + "36": 0.9508670568466187, + "72": 0.9335259795188904, + "108": 0.9161849617958069, + "255": 0.736994206905365 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer-wisc-prog/fold_0/result.json b/UCI_N4/ortho/runs/breast-cancer-wisc-prog/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d77320a91f64eb8e875a433d9c4c3860827607e8 --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer-wisc-prog/fold_0/result.json @@ -0,0 +1,96 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.7272727272727273, + "test_acc": 0.6535433070866141, + "train_size": 49, + "val_size": 22, + "test_size": 127, + "stats": { + "mean": [ + [ + -0.31970781836734696, + 0.1594104081632653, + 0.24753781836734692, + 0.15300701836734695, + 0.1584555244897959, + -0.07602553591836737, + -0.06153886122448981, + 0.024552744897959188, + 0.06713168775510207, + -0.10528630102040819, + -0.1678704836734694, + -0.0915255861224489, + 0.07864324755102042, + -0.0763010120408163, + -0.037683283673469285, + -0.06905704693877551, + -0.042495671428571434, + -0.06359507428571427, + 0.03737176122448981, + -0.1542635448979592, + -0.17539257755102045, + 0.03410600122448976, + 0.19654199204081632, + 0.030810593877551008, + 0.026635724489795946, + -0.07049495102040816, + -0.06440993673469386, + -0.08851851224489796, + 0.02908160000000001, + -0.1859407571428571, + -0.1654363697959184, + 0.12819854693877544, + 0.07058588775510208 + ] + ], + "std": [ + [ + 0.8821495545994039, + 1.046791889090161, + 0.9578267027302361, + 1.039660283165596, + 1.062402836067028, + 0.8890421367893667, + 0.77925901952072, + 1.0440797113889244, + 1.07089974397772, + 0.8387965488338012, + 0.843277245772551, + 0.9360392595139003, + 0.9823857653557395, + 0.9082591415396649, + 0.9365116398737245, + 0.5979213497916245, + 0.6539721608757036, + 0.7958185885004673, + 0.9242350544633458, + 0.6845312987462778, + 0.6502938972920995, + 0.949219789937265, + 0.9404670831714534, + 0.9171284397752019, + 0.9104156790640995, + 1.0518203238418193, + 0.8156351280441914, + 0.8683551446970883, + 0.9112079933660755, + 0.813430119013099, + 0.8388136650033143, + 1.1512761088815193, + 1.0375108599738538 + ] + ] + }, + "width": 128, + "in_features": 33, + "out_features": 2, + "depth": 4, + "padding": 66, + "parameters": 11225, + "cert_evals": { + "36": 0.5275590419769287, + "72": 0.3779527544975281, + "108": 0.34645670652389526, + "255": 0.11023622006177902 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer-wisc-prog/fold_1/result.json b/UCI_N4/ortho/runs/breast-cancer-wisc-prog/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..987ab6f1849c0e9d50bbd4fe2cbfae486ae3882d --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer-wisc-prog/fold_1/result.json @@ -0,0 +1,96 @@ +{ + "best_epoch": 13, + "best_val_acc": 0.6666666666666666, + "test_acc": 0.7478991596638656, + "train_size": 49, + "val_size": 30, + "test_size": 119, + "stats": { + "mean": [ + [ + -0.2954286122448979, + 0.22705779387755098, + 0.13045305210204083, + 0.21518541632653068, + 0.21329647816326533, + -0.23494008897959187, + -0.13741642857142858, + -0.01620160836734699, + 0.07495674877551023, + -0.08356683326530613, + -0.30211086122448977, + 0.17222382204081632, + 0.1861636093877551, + 0.18613398183673469, + 0.17258124081632648, + -0.019180042857142875, + 0.011242470816326589, + -0.019861698775510188, + 0.09400348163265304, + 0.03439312653061231, + -0.08544421122448984, + 0.1251565993877551, + 0.0614657979591837, + 0.1106848959183673, + 0.10643556734693876, + -0.283786518367347, + -0.22690647755102036, + -0.21750787142857142, + -0.11082883795918366, + -0.2517320069387755, + -0.3646700183673469, + 0.17979882653061224, + -0.02691289795918366 + ] + ], + "std": [ + [ + 0.8143503780150015, + 0.9174121431953063, + 0.9505147809888337, + 0.9270519324131056, + 0.9280401005535991, + 1.1301563685159044, + 1.0842494023346008, + 1.17774758901752, + 1.1259425788210895, + 1.0343443324314006, + 0.899946779911175, + 1.0776959194375155, + 1.0652779342066867, + 1.0778896598336396, + 1.0489415511808549, + 1.0202607569462199, + 1.065380703338058, + 1.046928716393895, + 1.0889438008342867, + 1.0504050035821422, + 0.966138030350577, + 0.8642794080204923, + 1.0800430340260923, + 0.8743291823479178, + 0.8688670309147045, + 1.0842628402104706, + 0.8975026094533473, + 0.9571151684782386, + 1.0396216376453484, + 0.914946697740367, + 0.749250166005288, + 1.1231797264684098, + 0.8886200116636936 + ] + ] + }, + "width": 128, + "in_features": 33, + "out_features": 2, + "depth": 4, + "padding": 66, + "parameters": 11225, + "cert_evals": { + "36": 0.7058823704719543, + "72": 0.5882353186607361, + "108": 0.5210084319114685, + "255": 0.2352941334247589 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer-wisc-prog/fold_2/result.json b/UCI_N4/ortho/runs/breast-cancer-wisc-prog/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..18e3518bf453b0a6dd10c7c4af415f42f81c04c5 --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer-wisc-prog/fold_2/result.json @@ -0,0 +1,96 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.6486486486486487, + "test_acc": 0.7142857142857143, + "train_size": 49, + "val_size": 37, + "test_size": 112, + "stats": { + "mean": [ + [ + -0.03842323061224502, + -0.10614214693877552, + 0.030698034693877517, + -0.1000028979591836, + -0.08415378163265311, + -0.03538041755102043, + -0.04750202040816325, + -0.10165484306122448, + -0.1358923424489796, + -0.02547460816326529, + 0.027964706122448967, + 0.1158320934693878, + 0.2141981857142857, + 0.11305339408163259, + 0.09026773632653065, + -0.07205539183673473, + -0.11876845979591835, + -0.09018467959183678, + -0.001788581632653037, + -0.09199452244897957, + -0.05832562632653058, + -0.06420658346938772, + 0.05587048142857144, + -0.07304466938775511, + -0.028326246938775446, + -0.04279098959183677, + -0.11518350408163265, + -0.12291339183673465, + -0.1940691712244898, + -0.03263718653061224, + -0.029735322448979654, + 0.15452512040816324, + 0.20183378571428573 + ] + ], + "std": [ + [ + 0.9794534025714385, + 1.0053275769298504, + 0.9095119348920842, + 1.008933323770274, + 0.9879586777091109, + 1.0102761898726105, + 0.9960048575197608, + 1.0021029195920532, + 0.9776597311295145, + 0.9821341050152573, + 0.9436155579641772, + 1.1817284472744785, + 1.1856988946274227, + 1.1970542714305854, + 1.1086625077552497, + 0.6618568645391364, + 0.7687365990953271, + 0.8119143908977525, + 1.0415418534564902, + 0.8186632232431363, + 0.8434368212477027, + 1.0615598386819989, + 0.8454048970519085, + 1.0522702304694245, + 1.041897029381895, + 1.1007804274989816, + 0.8280858289610474, + 0.8451988761728604, + 1.0253215425598294, + 0.9705970427113062, + 0.8554540105246272, + 0.9682864062481196, + 1.2134784272055537 + ] + ] + }, + "width": 128, + "in_features": 33, + "out_features": 2, + "depth": 4, + "padding": 66, + "parameters": 11225, + "cert_evals": { + "36": 0.6428571939468384, + "72": 0.6071428656578064, + "108": 0.5267857313156128, + "255": 0.2053571492433548 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer-wisc-prog/fold_3/result.json b/UCI_N4/ortho/runs/breast-cancer-wisc-prog/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bda6dd21ac8eaefb417bd78dda1c16328fcf354a --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer-wisc-prog/fold_3/result.json @@ -0,0 +1,96 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.72, + "test_acc": 0.7016129032258065, + "train_size": 49, + "val_size": 25, + "test_size": 124, + "stats": { + "mean": [ + [ + -0.06744018775510212, + 0.18968365714285723, + -0.014217911020408189, + 0.21184517142857145, + 0.16995342797959181, + 0.0988115742857143, + 0.23174346530612244, + 0.2643820010204082, + 0.2708541071428573, + 0.17052290612244894, + 0.08597982244897957, + 0.02605522000000001, + -0.09904910612244898, + 0.07999727979591835, + 0.021088532448979617, + 0.032508024489795916, + 0.1139721422448979, + 0.17344601857142858, + 0.1454327612244898, + 0.09731225102040818, + 0.07194746775510205, + 0.15103356959183675, + -0.07001499795918376, + 0.19365317551020406, + 0.10773460285714288, + 0.06407297959183662, + 0.08076181836734692, + 0.18958595510204077, + 0.30016600816326516, + 0.048603673469387716, + 0.014894271020408143, + 0.2872125, + 0.2280839387755102 + ] + ], + "std": [ + [ + 0.9697920367102327, + 0.9203134351014114, + 0.9060497409545201, + 0.9187807307729611, + 0.9729266703311016, + 0.9430977585802243, + 0.8769553733450195, + 0.8356859349258849, + 0.8680804682359612, + 1.0166341852710845, + 0.8914293133833798, + 0.7940097770795826, + 0.7723528820449007, + 0.8508321197542031, + 0.7752894285658177, + 0.7444263872990391, + 0.9053411998307737, + 0.9999993608516502, + 0.8504750965678145, + 1.090497279238265, + 0.7631870591645827, + 0.9076864322017706, + 0.8687695687330197, + 0.9366133883217269, + 0.9044846120349299, + 0.9712465829469978, + 0.7332294033502637, + 0.8612201045664006, + 0.9404165330479154, + 0.8777899215486339, + 0.6950358654750831, + 1.288136700201249, + 1.084093306135652 + ] + ] + }, + "width": 128, + "in_features": 33, + "out_features": 2, + "depth": 4, + "padding": 66, + "parameters": 11225, + "cert_evals": { + "36": 0.6370967626571655, + "72": 0.5806451439857483, + "108": 0.5080645084381104, + "255": 0.29032257199287415 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer-wisc/fold_0/result.json b/UCI_N4/ortho/runs/breast-cancer-wisc/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..01579e8d83f8263a5943059fc9f0a0ea3729c951 --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer-wisc/fold_0/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.9745762711864406, + "test_acc": 0.9655172413793104, + "train_size": 175, + "val_size": 118, + "test_size": 406, + "stats": { + "mean": [ + [ + -0.022535588571428563, + 0.03270772571428592, + 0.05325746457142836, + 0.06163440114285701, + 0.059859796571428064, + -0.04726777714285723, + 0.04544096571428557, + 0.06602559942857117, + 0.14610774857142944 + ] + ], + "std": [ + [ + 0.952214787303689, + 1.0892638945885795, + 1.0696936676502014, + 1.089278359409774, + 1.1050209023715667, + 0.9596438048031793, + 1.0789832917046138, + 1.092361737838657, + 1.280102883239457 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.9507389068603516, + "72": 0.9285714030265808, + "108": 0.8866994976997375, + "255": 0.28817734122276306 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer-wisc/fold_1/result.json b/UCI_N4/ortho/runs/breast-cancer-wisc/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2651fac7f9e9339e2c75b4816bf9e0eb580a3abb --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer-wisc/fold_1/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.9736842105263158, + "test_acc": 0.9609756097560975, + "train_size": 175, + "val_size": 114, + "test_size": 410, + "stats": { + "mean": [ + [ + -0.014418068571428517, + 0.008363611428571432, + 0.0013426971428572047, + 0.04362350857142855, + 0.06760174228571425, + -0.012737622857143117, + 0.12043267999999967, + -0.02566830114285711, + -0.0004912342857143631 + ] + ], + "std": [ + [ + 1.0359812403938078, + 0.9851680594955492, + 1.0075838815724851, + 1.0487044899930569, + 1.0481096015979268, + 0.9902459117914181, + 1.0891962569916647, + 0.9837374432610851, + 1.028364534365016 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.9390243887901306, + "72": 0.9243902564048767, + "108": 0.8926829099655151, + "255": 0.4000000059604645 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer-wisc/fold_2/result.json b/UCI_N4/ortho/runs/breast-cancer-wisc/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f2d5acf192f39f6b2164e9e1b6ff6207cdaf631c --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer-wisc/fold_2/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.9813084112149533, + "test_acc": 0.9664268585131894, + "train_size": 175, + "val_size": 107, + "test_size": 417, + "stats": { + "mean": [ + [ + 0.022111400000000093, + 0.05892480000000022, + 0.053257361714285696, + 0.011603669142857164, + 0.01340863999999994, + 0.028070879999999694, + -0.015489731428571414, + -0.006955264571428654, + -0.02714547428571435 + ] + ], + "std": [ + [ + 1.030600322394337, + 1.0255153351270532, + 1.050776582254071, + 0.979718412809739, + 0.9943823240987255, + 1.0416854377063047, + 1.0036051510508777, + 0.9886021184539473, + 1.0198774589002766 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.9616307020187378, + "72": 0.9304556846618652, + "108": 0.9040767550468445, + "255": 0.3884892165660858 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer-wisc/fold_3/result.json b/UCI_N4/ortho/runs/breast-cancer-wisc/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..481576a60a8aa3832a54e30fbac7a520dbfeaad2 --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer-wisc/fold_3/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 15, + "best_val_acc": 0.978494623655914, + "test_acc": 0.9651972157772621, + "train_size": 175, + "val_size": 93, + "test_size": 431, + "stats": { + "mean": [ + [ + 0.0424054742857143, + -0.014108091428571279, + -0.00827128971428571, + -0.056438248, + -0.030462011428571644, + 0.035918565714285505, + -0.09751196000000009, + -0.053737870857142926, + -0.04380451428571453 + ] + ], + "std": [ + [ + 0.9542842873481718, + 0.9773558222868145, + 0.959218665273952, + 0.9009025916399945, + 0.98004059543331, + 1.0172287889258582, + 1.000728061455461, + 0.9224531635202544, + 0.947073789238405 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.9582366347312927, + "72": 0.9419953227043152, + "108": 0.9303944110870361, + "255": 0.6496519446372986 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer/fold_0/result.json b/UCI_N4/ortho/runs/breast-cancer/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0b32bace6970a74a7e44945daa2f61845d7f1e84 --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer/fold_0/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 2, + "best_val_acc": 0.6176470588235294, + "test_acc": 0.6629834254143646, + "train_size": 71, + "val_size": 34, + "test_size": 181, + "stats": { + "mean": [ + [ + -0.0162575774647888, + 0.01285738028169014, + 0.05645037746478872, + -0.0029103802816902316, + -0.11736198591549311, + -0.028151649295774777, + -0.03566477464788737, + 0.00970807042253526, + 0.22726122535211296 + ] + ], + "std": [ + [ + 1.0503834784726616, + 0.9628419637542994, + 0.9596794691642652, + 0.9092740907525307, + 1.049772063174192, + 1.0411696038595801, + 0.9953573619388768, + 0.9968442343032266, + 0.8156962912830921 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.45856356620788574, + "72": 0.2596685290336609, + "108": 0.12154696881771088, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer/fold_1/result.json b/UCI_N4/ortho/runs/breast-cancer/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1c0ae3576a9d6d78dc143811886f634933501477 --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer/fold_1/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.7391304347826086, + "test_acc": 0.7455621301775148, + "train_size": 71, + "val_size": 46, + "test_size": 169, + "stats": { + "mean": [ + [ + 0.19254230985915494, + -0.19285994366197182, + 0.20358705070422517, + 0.009330281690140758, + -0.03202669014084532, + -0.08538911549295794, + -0.007489267605633831, + -0.18945425352112666, + -0.10300454929577448 + ] + ], + "std": [ + [ + 1.026498898055275, + 1.0381849522269773, + 0.8715501768246713, + 1.1092478240870034, + 1.0696236526518819, + 1.0540261837033709, + 0.9977471789729346, + 0.7297492222931498, + 1.0547842980526614 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.6982248425483704, + "72": 0.5976331233978271, + "108": 0.5207100510597229, + "255": 0.05325444042682648 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer/fold_2/result.json b/UCI_N4/ortho/runs/breast-cancer/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..59fdcd9043c6d8b3c7852a2b209cb69693d7c56b --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer/fold_2/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 2, + "best_val_acc": 0.7, + "test_acc": 0.6270270270270271, + "train_size": 71, + "val_size": 30, + "test_size": 185, + "stats": { + "mean": [ + [ + 0.011582478873239406, + 0.03857201408450704, + 0.023010226760563364, + -0.21100099999999994, + 0.1670883239436617, + -0.04723080000000009, + -0.17654230985915503, + 0.10343116901408457, + -0.003924816901408183 + ] + ], + "std": [ + [ + 1.0328973500575376, + 0.9120557342457011, + 1.064258264362845, + 0.5867856877712776, + 0.7568737218929631, + 1.003788410624883, + 0.9711357918131928, + 0.9987696871895037, + 1.0006562466084945 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.524324357509613, + "72": 0.3405405580997467, + "108": 0.1945945918560028, + "255": 0.010810811072587967 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-cancer/fold_3/result.json b/UCI_N4/ortho/runs/breast-cancer/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2eaf6e961354fa29bf62222b8d862dc0c1168a3a --- /dev/null +++ b/UCI_N4/ortho/runs/breast-cancer/fold_3/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 18, + "best_val_acc": 0.7608695652173914, + "test_acc": 0.6982248520710059, + "train_size": 71, + "val_size": 46, + "test_size": 169, + "stats": { + "mean": [ + [ + 0.10902253521126751, + -0.06428660563380281, + 0.1099546112676056, + 0.08277422535211261, + -0.1742519718309861, + 0.18171905915492953, + -0.14836680281690146, + 0.1854393802816902, + -0.16905770422535188 + ] + ], + "std": [ + [ + 0.9700145966779166, + 1.0084610495616426, + 1.0559460579933821, + 1.206060152642598, + 1.1213259288422783, + 0.9728498213970074, + 0.9776535548414097, + 1.0665540888636171, + 1.0843586560371206 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.5798816680908203, + "72": 0.4497041404247284, + "108": 0.3254438042640686, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-tissue/fold_0/result.json b/UCI_N4/ortho/runs/breast-tissue/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a4c06ca2c1cfbe3325ccd58fd9c90936c31bc402 --- /dev/null +++ b/UCI_N4/ortho/runs/breast-tissue/fold_0/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 20, + "best_val_acc": 0.5, + "test_acc": 0.484375, + "train_size": 26, + "val_size": 16, + "test_size": 64, + "stats": { + "mean": [ + [ + 0.05975213076923076, + -0.1700837961538461, + -0.07101548961538463, + -0.07560978846153853, + -0.09291733192307686, + -0.016577561538461575, + -0.04475990000000001, + -0.07285894230769238, + 0.07173603846153843 + ] + ], + "std": [ + [ + 1.0224159106861461, + 0.8445520785357892, + 0.7741253936128145, + 0.8853536860600771, + 0.38729731508258874, + 0.9582996830625056, + 0.82333349002183, + 0.8965544012774733, + 1.0474511376253193 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 6, + "depth": 4, + "padding": 18, + "parameters": 981, + "cert_evals": { + "36": 0.234375, + "72": 0.09375, + "108": 0.046875, + "255": 0.015625 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-tissue/fold_1/result.json b/UCI_N4/ortho/runs/breast-tissue/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..dca69e323eb872e7aa44e9c2401b7ad7f0324c35 --- /dev/null +++ b/UCI_N4/ortho/runs/breast-tissue/fold_1/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 31, + "best_val_acc": 0.5294117647058824, + "test_acc": 0.5714285714285714, + "train_size": 26, + "val_size": 17, + "test_size": 63, + "stats": { + "mean": [ + [ + 0.06515484615384612, + 0.03429535384615387, + 0.00023585769230772996, + 0.02817068038461536, + 0.29457321923076923, + 0.28562573076923076, + 0.1850123226923077, + 0.007732330769230795, + 0.09394715384615383 + ] + ], + "std": [ + [ + 1.0481371005758702, + 0.9468687513118862, + 0.9541555931791563, + 1.161367210725673, + 1.8089072605844074, + 1.4326989403612587, + 1.2263588432882497, + 1.1230111041722295, + 1.0768662243391771 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 6, + "depth": 4, + "padding": 18, + "parameters": 981, + "cert_evals": { + "36": 0.30158731341362, + "72": 0.1746031790971756, + "108": 0.1587301641702652, + "255": 0.0476190522313118 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-tissue/fold_2/result.json b/UCI_N4/ortho/runs/breast-tissue/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..fcb7cbe836091296fefb46a7269b48b92cd8f206 --- /dev/null +++ b/UCI_N4/ortho/runs/breast-tissue/fold_2/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.4090909090909091, + "test_acc": 0.39655172413793105, + "train_size": 26, + "val_size": 22, + "test_size": 58, + "stats": { + "mean": [ + [ + 0.1420645923076924, + -0.021972550769230735, + 0.05583075653846149, + 0.1584816346153846, + 0.34043701807692306, + 0.2878222653846154, + 0.08915464576923074, + 0.16733479230769233, + 0.15722880769230765 + ] + ], + "std": [ + [ + 1.1134982409667369, + 0.9816789499398818, + 1.0050663167371856, + 1.3274295018092825, + 1.8473866317578664, + 1.5489183023129736, + 1.1110278693236766, + 1.3406661330121303, + 1.11545486536904 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 6, + "depth": 4, + "padding": 18, + "parameters": 981, + "cert_evals": { + "36": 0.27586206793785095, + "72": 0.1551724076271057, + "108": 0.13793103396892548, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/breast-tissue/fold_3/result.json b/UCI_N4/ortho/runs/breast-tissue/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c77d225a8d7c8dd0cebeea96f616cd836158e6f0 --- /dev/null +++ b/UCI_N4/ortho/runs/breast-tissue/fold_3/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 15, + "best_val_acc": 0.6666666666666666, + "test_acc": 0.5735294117647058, + "train_size": 26, + "val_size": 12, + "test_size": 68, + "stats": { + "mean": [ + [ + 0.1574124615384615, + 0.10245514615384627, + 0.03514549230769227, + 0.3551133961538462, + 0.3894629076923076, + 0.3001374115384615, + 0.28138883461538466, + 0.3308483076923076, + 0.1433466538461538 + ] + ], + "std": [ + [ + 1.080732063435857, + 0.9803609509557707, + 0.9980517989674806, + 1.3433457176877586, + 1.8319487646118202, + 1.4349909430519747, + 1.3440593710651376, + 1.3474895378547405, + 1.0747301574317993 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 6, + "depth": 4, + "padding": 18, + "parameters": 981, + "cert_evals": { + "36": 0.1764705926179886, + "72": 0.029411764815449715, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/car/fold_0/result.json b/UCI_N4/ortho/runs/car/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bde4c7f22f31eddf107752bbe4d5fa70fde37144 --- /dev/null +++ b/UCI_N4/ortho/runs/car/fold_0/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.725925925925926, + "test_acc": 0.7037037037037037, + "train_size": 432, + "val_size": 270, + "test_size": 1026, + "stats": { + "mean": [ + [ + 0.08486305092592587, + -0.024837976851851778, + -1.3287037036350012e-06, + 0.011336944444444445, + -0.03684506944444444, + -0.03401083333333333 + ] + ], + "std": [ + [ + 1.0016589891278265, + 1.0231915721256846, + 0.9608720065155524, + 0.9785956932593036, + 0.9832757136677825, + 1.0299163223065575 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 4, + "depth": 4, + "padding": 12, + "parameters": 451, + "cert_evals": { + "36": 0.5458089709281921, + "72": 0.37914231419563293, + "108": 0.2504873275756836, + "255": 0.006822612136602402 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/car/fold_1/result.json b/UCI_N4/ortho/runs/car/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..858240d4495f9fdacb817535fceb083560217095 --- /dev/null +++ b/UCI_N4/ortho/runs/car/fold_1/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 85, + "best_val_acc": 0.7519685039370079, + "test_acc": 0.7428023032629558, + "train_size": 432, + "val_size": 254, + "test_size": 1042, + "stats": { + "mean": [ + [ + 0.11177086574074095, + 0.05174572685185183, + 0.006257092592592696, + -0.014171180555555555, + 0.00850270833333333, + -0.04251354166666666 + ] + ], + "std": [ + [ + 1.0027127363181396, + 1.0149158181522542, + 1.0007483470954381, + 0.9838637435503522, + 0.9979369093278955, + 0.9935806706647962 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 4, + "depth": 4, + "padding": 12, + "parameters": 451, + "cert_evals": { + "36": 0.5614203214645386, + "72": 0.3790786862373352, + "108": 0.23320536315441132, + "255": 0.0028790784999728203 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/car/fold_2/result.json b/UCI_N4/ortho/runs/car/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a31a899605ae4f37898cab69a4bc40bf37ed6cb1 --- /dev/null +++ b/UCI_N4/ortho/runs/car/fold_2/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 65, + "best_val_acc": 0.828, + "test_acc": 0.8011472275334608, + "train_size": 432, + "val_size": 250, + "test_size": 1046, + "stats": { + "mean": [ + [ + 0.03725695833333315, + -0.008279379629629494, + -0.017212699074074026, + -0.022673888888888886, + 0.11053520833333332, + -0.005668472222222222 + ] + ], + "std": [ + [ + 1.015550913169218, + 1.0070528609914111, + 1.0176501107132674, + 0.9748453883737107, + 1.0057305909552958, + 0.9857113000295774 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 4, + "depth": 4, + "padding": 12, + "parameters": 451, + "cert_evals": { + "36": 0.6921606063842773, + "72": 0.5640535354614258, + "108": 0.4216061234474182, + "255": 0.03728489577770233 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/car/fold_3/result.json b/UCI_N4/ortho/runs/car/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4024e76dc132853be456f6f81aca328f8f41f66c --- /dev/null +++ b/UCI_N4/ortho/runs/car/fold_3/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 77, + "best_val_acc": 0.6886446886446886, + "test_acc": 0.7067448680351907, + "train_size": 432, + "val_size": 273, + "test_size": 1023, + "stats": { + "mean": [ + [ + 0.006209462962963474, + 0.006209476851851934, + -0.0015661527777777126, + -0.017005416666666662, + 0.02267388888888889, + -0.04534777777777777 + ] + ], + "std": [ + [ + 1.0216642383326442, + 0.997836524752538, + 0.9973262178910823, + 0.9855809020000981, + 1.020073036790825, + 0.9917072748761516 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 4, + "depth": 4, + "padding": 12, + "parameters": 451, + "cert_evals": { + "36": 0.5620723366737366, + "72": 0.39002931118011475, + "108": 0.2639296054840088, + "255": 0.007820136845111847 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/cardiotocography-10clases/fold_0/result.json b/UCI_N4/ortho/runs/cardiotocography-10clases/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c0842ff1d74aeeee76ef4ff64b8970855b785192 --- /dev/null +++ b/UCI_N4/ortho/runs/cardiotocography-10clases/fold_0/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 34, + "best_val_acc": 0.6269592476489029, + "test_acc": 0.6018808777429467, + "train_size": 531, + "val_size": 319, + "test_size": 1276, + "stats": { + "mean": [ + [ + 0.05696145216572526, + 0.04547308248587554, + 0.02537313540489641, + 0.00411199623352259, + 0.004895357815442945, + 0.008270713935970049, + 0.005839290018833664, + -0.016622836393596845, + 0.056058268926553946, + -0.03742293794726937, + 0.012369841544256039, + 0.0072619020715631285, + 0.009574918079096046, + 0.031539144971751344, + 0.013908543314500948, + 0.011100862523540712, + 0.04299334557438753, + 0.0388642668549907, + 0.03971033022598931, + 0.04886574700564973, + 0.01822254990583819 + ] + ], + "std": [ + [ + 0.9791003932834449, + 1.021744482805594, + 1.1340682159044895, + 1.0045684160238317, + 1.0167341100485954, + 1.0690427250537498, + 1.0300221271732741, + 1.0094253367928134, + 1.0210603991574776, + 0.9572713912379988, + 1.0483212024662971, + 1.0072461534048065, + 1.0014897901284459, + 0.9804849453944862, + 0.9885214019890697, + 1.0745697261946487, + 0.992143934303644, + 0.984246843865331, + 0.9805974247887139, + 1.1272267847632704, + 1.0038856117840471 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 10, + "depth": 4, + "padding": 42, + "parameters": 4969, + "cert_evals": { + "36": 0.5, + "72": 0.40595608949661255, + "108": 0.3009404242038727, + "255": 0.08385580033063889 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/cardiotocography-10clases/fold_1/result.json b/UCI_N4/ortho/runs/cardiotocography-10clases/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9042e4fb04e51d4df71e2019c88071bfec0c469b --- /dev/null +++ b/UCI_N4/ortho/runs/cardiotocography-10clases/fold_1/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 58, + "best_val_acc": 0.5805471124620061, + "test_acc": 0.6192733017377567, + "train_size": 531, + "val_size": 329, + "test_size": 1266, + "stats": { + "mean": [ + [ + 0.02423730847457605, + 0.013319074199623025, + 0.015243735216572874, + 0.004751267419963072, + -0.009100580225987828, + 0.008270713935970045, + 0.024992621468926206, + 0.03573573145009404, + -0.005775212429378253, + -0.0017990462335216943, + -0.04130081879472713, + 0.004844720715630924, + 0.008810358945386055, + 0.025032086685499028, + -0.003331445386064059, + 0.003099077212806293, + 0.013448002824858358, + 0.00903407777777766, + 0.006905300357815675, + 0.014681350583804143, + -0.02494074199623351 + ] + ], + "std": [ + [ + 0.9901364010340642, + 1.0331843009790576, + 1.0385537848348627, + 1.004594460707876, + 0.9939531654620118, + 1.0690427250537498, + 1.1059904833090093, + 1.0066519698467797, + 0.9947251360209003, + 1.007854194532267, + 0.9613978699084029, + 1.0039167957400732, + 1.0015612937949965, + 1.0093255157872945, + 0.9891264460600468, + 0.9170858677231267, + 1.0232842600875196, + 0.9997950684728752, + 1.0142818567858394, + 1.0064323164990734, + 0.9910108983737475 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 10, + "depth": 4, + "padding": 42, + "parameters": 4969, + "cert_evals": { + "36": 0.5086888074874878, + "72": 0.4060031771659851, + "108": 0.330963671207428, + "255": 0.09162717312574387 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/cardiotocography-10clases/fold_2/result.json b/UCI_N4/ortho/runs/cardiotocography-10clases/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ae25cc31150b81c4e03be5d776799414c21b617e --- /dev/null +++ b/UCI_N4/ortho/runs/cardiotocography-10clases/fold_2/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 35, + "best_val_acc": 0.6617210682492581, + "test_acc": 0.5659777424483307, + "train_size": 531, + "val_size": 337, + "test_size": 1258, + "stats": { + "mean": [ + [ + -0.017864035781544274, + 0.006498658568738066, + 0.055962871563087456, + 0.031599305084746454, + -0.01800729736346521, + 0.008270713935970026, + -0.010121785310734386, + 0.06804887372881353, + -0.026457461770244318, + -0.009681385969868147, + -0.06351851043314512, + 0.0022826497175141396, + 0.0007831224105461175, + 0.006246139887005633, + 0.020293879472693028, + -0.039576907721280453, + -0.031042671939736536, + -0.02997460489642182, + -0.02915410564971728, + -0.03835001242937842, + -0.02802381167608266 + ] + ], + "std": [ + [ + 0.9840240485333955, + 1.0369630058509158, + 1.3077211738329413, + 0.9781910820406798, + 0.9593815683814114, + 1.0690427250537495, + 0.9831811654899777, + 1.0030139105693259, + 0.9410382228102027, + 1.0102835335540883, + 0.9567918855139759, + 0.9840184308800868, + 0.9460545431142556, + 1.0343625123637432, + 0.9972026659995562, + 0.9845178278494092, + 0.982127775954673, + 0.9875424397739129, + 0.9974176458730358, + 0.9332863192875079, + 1.005191404704601 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 10, + "depth": 4, + "padding": 42, + "parameters": 4969, + "cert_evals": { + "36": 0.476947546005249, + "72": 0.3926868140697479, + "108": 0.30524641275405884, + "255": 0.10254371911287308 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/cardiotocography-10clases/fold_3/result.json b/UCI_N4/ortho/runs/cardiotocography-10clases/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9a0f3d729bd625ec11da4e238cc5a27c90f47e97 --- /dev/null +++ b/UCI_N4/ortho/runs/cardiotocography-10clases/fold_3/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 96, + "best_val_acc": 0.6993670886075949, + "test_acc": 0.6450351837372947, + "train_size": 531, + "val_size": 316, + "test_size": 1279, + "stats": { + "mean": [ + [ + 0.00242115593220332, + -0.035886080602636754, + -0.03572555838041413, + -0.01890058003766386, + -0.032639473446328435, + 0.008270713935969828, + -0.010121798493407167, + 0.037159613276836166, + -0.026031056685498998, + -0.0068150113747645945, + -0.01142061785310738, + -0.00994834726930324, + -0.03017912354048965, + -0.07131180037664787, + -0.020571447269303055, + -0.026240708097928056, + 0.01977089152542346, + -0.0009897885122410945, + 0.008988329585687696, + -0.027821750659133063, + 0.07988433521657268 + ] + ], + "std": [ + [ + 0.9646815053252067, + 0.9964364169189934, + 0.8667767137648238, + 0.9918320242400497, + 0.9443068366192023, + 1.0690427250537484, + 0.9028491559082471, + 0.9963685539925591, + 0.9378981844514512, + 0.9990211691032591, + 0.9968931340694016, + 0.9947823538218709, + 1.01034823063542, + 0.9491639320099594, + 0.9768788202272297, + 0.8919007118681375, + 0.9486367993709804, + 0.9697075304143699, + 0.975375266216865, + 0.9399010412320569, + 0.9783943677709094 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 10, + "depth": 4, + "padding": 42, + "parameters": 4969, + "cert_evals": { + "36": 0.5676309466362, + "72": 0.47615325450897217, + "108": 0.3776387870311737, + "255": 0.1024237722158432 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/cardiotocography-3clases/fold_0/result.json b/UCI_N4/ortho/runs/cardiotocography-3clases/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0fb655ed2fdca485f03d2c2ce811bcc3ad2599ee --- /dev/null +++ b/UCI_N4/ortho/runs/cardiotocography-3clases/fold_0/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 23, + "best_val_acc": 0.8947368421052632, + "test_acc": 0.8372641509433962, + "train_size": 531, + "val_size": 323, + "test_size": 1272, + "stats": { + "mean": [ + [ + -0.030111656873823105, + -0.003732127118644177, + 0.01116787758945438, + -0.08985611299434969, + -0.00846454877589486, + 0.008270713935970052, + 0.01860809416195951, + 0.07714044712806034, + -0.005562035969867772, + -0.02718609557438801, + -0.012457818041431213, + 0.012724705461393555, + -0.02157851902071565, + -0.007921984030131852, + 0.03306414218455754, + 0.04044068926553697, + -0.048516965348399554, + -0.04458778192090391, + -0.03123695568738192, + 0.02170018583804156, + -0.018774542372881505 + ] + ], + "std": [ + [ + 1.0267196734843282, + 1.0079165135088577, + 0.9473557451244335, + 0.9914796817927604, + 1.004413984395137, + 1.0690427250537498, + 1.0265337126752654, + 1.0005000887455053, + 1.027745709308044, + 0.9908319242282088, + 1.0037543771306683, + 1.0398975301195088, + 1.0062327099761543, + 1.0841869723664168, + 1.0142218392015123, + 1.151741953917099, + 1.0734457791437295, + 1.0354213623061976, + 1.0200885928553527, + 1.1205840477329363, + 1.0030899076810105 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4668, + "cert_evals": { + "36": 0.8073899149894714, + "72": 0.761006236076355, + "108": 0.7161949276924133, + "255": 0.41352200508117676 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/cardiotocography-3clases/fold_1/result.json b/UCI_N4/ortho/runs/cardiotocography-3clases/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..213e5f5bdce6adf5dd3aa875fb8b68f2e17c908f --- /dev/null +++ b/UCI_N4/ortho/runs/cardiotocography-3clases/fold_1/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 53, + "best_val_acc": 0.8742331288343558, + "test_acc": 0.8644602048857368, + "train_size": 531, + "val_size": 326, + "test_size": 1269, + "stats": { + "mean": [ + [ + 0.016391169491525318, + 0.0011396926553671261, + -0.02373987099811634, + 0.03607396610169575, + -0.010373017325799852, + 0.00827071393597003, + 0.012223685499058473, + 0.010651874764595136, + 0.01981098888888896, + 0.01887923308851223, + -0.018915777890772333, + -0.015072648775894497, + 0.009447557815442556, + -0.017157672448210953, + -0.006524062146892641, + -0.03690971751412391, + -0.03587095574387965, + -0.017897674387947204, + -0.022515022862523364, + 0.011496865838041524, + -0.04343927306967993 + ] + ], + "std": [ + [ + 0.9391569592897272, + 1.0230906606141204, + 0.9581004188558814, + 0.9835526445831309, + 0.9979926559581693, + 1.0690427250537498, + 1.0123898646052452, + 1.000643989202775, + 1.0328535759777588, + 1.0412458470198602, + 1.0101002215424937, + 1.0019895656154183, + 1.0176643747680885, + 0.9912502978877031, + 0.9736333689619006, + 0.8842664932785655, + 1.039084545290219, + 0.9977498578188039, + 0.9855549645903211, + 1.0605253991894208, + 1.000119457990836 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4668, + "cert_evals": { + "36": 0.8289992213249207, + "72": 0.7911741733551025, + "108": 0.734436571598053, + "255": 0.48857367038726807 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/cardiotocography-3clases/fold_2/result.json b/UCI_N4/ortho/runs/cardiotocography-3clases/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2d69f9232d667d5d8fb6d54ba47e84b62aac1b58 --- /dev/null +++ b/UCI_N4/ortho/runs/cardiotocography-3clases/fold_2/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.8636363636363636, + "test_acc": 0.8442687747035573, + "train_size": 531, + "val_size": 330, + "test_size": 1265, + "stats": { + "mean": [ + [ + 0.011989649905837963, + 0.017703763653483834, + -0.04815508248587558, + 0.0878522580037672, + -0.0001940107344639859, + -0.0574620999999995, + 0.04414582297551817, + 0.04154100908662901, + 0.0033932510357819923, + 0.013044282391713674, + -0.042404981242937984, + 0.04134378888888889, + -0.01985842806026365, + 0.05704191233521654, + 0.04647320527306972, + -0.06624954802259869, + 0.0383948538606398, + 0.015676433521657228, + 0.03476359286252388, + 0.0983877023352167, + -0.00027604896421838714 + ] + ], + "std": [ + [ + 1.0121411725514342, + 1.0022698506112053, + 0.7850107263672123, + 1.021861659011844, + 1.0205680703685656, + 1.0, + 1.0504178369202641, + 0.9762037792485212, + 0.9969033920323853, + 1.0262088384173584, + 0.9577094393711939, + 1.018018865673482, + 1.0072567026892174, + 1.0240761987453126, + 0.9864342700743015, + 0.8655231462742808, + 1.0132444325659744, + 1.002180759880479, + 1.0086965056851351, + 1.1584443320466373, + 0.9678154222739248 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4668, + "cert_evals": { + "36": 0.8071146011352539, + "72": 0.7573122382164001, + "108": 0.6996047496795654, + "255": 0.38656124472618103 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/cardiotocography-3clases/fold_3/result.json b/UCI_N4/ortho/runs/cardiotocography-3clases/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..789ba9ea51bfe287290b101f5eb4c3a68d5da28f --- /dev/null +++ b/UCI_N4/ortho/runs/cardiotocography-3clases/fold_3/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 26, + "best_val_acc": 0.8817891373801917, + "test_acc": 0.859594383775351, + "train_size": 531, + "val_size": 313, + "test_size": 1282, + "stats": { + "mean": [ + [ + 0.07590710470809812, + -0.024193697175141464, + -0.04779198342749522, + -0.03360304143126111, + 0.029070319209039387, + -0.024595693032014893, + 0.005839325800377342, + 0.06772045080037671, + 0.004032814877590208, + -0.01572106636534833, + -0.023934781092278794, + -0.0005697517890771726, + -0.008709438794726921, + -0.015583420433144993, + -0.012270593220338952, + 0.01910270809792879, + -0.009544668926553972, + -0.0007485035781543035, + 0.019792885216572968, + 0.012601643615819754, + 0.07063507344632772 + ] + ], + "std": [ + [ + 0.9774443663972388, + 0.9691878598072985, + 0.7938133543361705, + 1.0258465761633682, + 0.9993132346074002, + 0.7566415100311142, + 1.0194614547438874, + 0.9883543548463236, + 0.9952655430481072, + 0.9924332095258233, + 1.0409700820319554, + 0.9838443180700808, + 0.9913771235918427, + 0.9821486224205357, + 0.9651162627503362, + 1.033340912804804, + 1.0105779866484361, + 1.0049118298763688, + 0.989141891228224, + 1.0204876585018856, + 0.9866082018247349 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4668, + "cert_evals": { + "36": 0.8252730369567871, + "72": 0.7815912365913391, + "108": 0.7363494634628296, + "255": 0.47035881876945496 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/chess-krvk/fold_0/result.json b/UCI_N4/ortho/runs/chess-krvk/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..73cb683f35f35caa4319501dbb8e9d0e1698f8c7 --- /dev/null +++ b/UCI_N4/ortho/runs/chess-krvk/fold_0/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 34, + "best_val_acc": 0.2274017983909134, + "test_acc": 0.19939343482397717, + "train_size": 7014, + "val_size": 4226, + "test_size": 16816, + "stats": { + "mean": [ + [ + 0.012324607927003232, + 0.007078780439120998, + 0.0020496236099223986, + -0.024108994297119334, + -0.0005551300684344027, + 0.00494480253777899 + ] + ], + "std": [ + [ + 0.999931915679557, + 1.0057899986789152, + 1.0018138589619487, + 0.9949807268406698, + 1.0000689847213224, + 1.0016960231746526 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 18, + "depth": 4, + "padding": 12, + "parameters": 633, + "cert_evals": { + "36": 0.12143196910619736, + "72": 0.06398668140172958, + "108": 0.031101331114768982, + "255": 0.001070409081876278 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/chess-krvk/fold_1/result.json b/UCI_N4/ortho/runs/chess-krvk/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..49daff093ebfbc579685728a2bd29638ffa7e24b --- /dev/null +++ b/UCI_N4/ortho/runs/chess-krvk/fold_1/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 46, + "best_val_acc": 0.20595885552139986, + "test_acc": 0.19324332361862845, + "train_size": 7014, + "val_size": 4229, + "test_size": 16813, + "stats": { + "mean": [ + [ + 0.02662805560307895, + 0.005693713430283323, + -0.0016727181351587745, + 0.014426962075848423, + -0.007343462446535813, + 0.00437411206158899 + ] + ], + "std": [ + [ + 0.9852094089714073, + 0.9988688121679218, + 1.0043106562162794, + 0.9917902725212167, + 0.9953541320225967, + 0.995076350426718 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 18, + "depth": 4, + "padding": 12, + "parameters": 633, + "cert_evals": { + "36": 0.10824956744909286, + "72": 0.04579789564013481, + "108": 0.02099565789103508, + "255": 0.0011300778714939952 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/chess-krvk/fold_2/result.json b/UCI_N4/ortho/runs/chess-krvk/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8d06e309d928204d4f42f4f705c4cb0cc924704f --- /dev/null +++ b/UCI_N4/ortho/runs/chess-krvk/fold_2/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 20, + "best_val_acc": 0.2237280076081788, + "test_acc": 0.1977310525065336, + "train_size": 7014, + "val_size": 4206, + "test_size": 16836, + "stats": { + "mean": [ + [ + 0.009281328200740034, + -0.0021550139720564235, + -0.004650539349872485, + 0.006120143427431122, + -0.0004934166951813222, + 0.0024717757342437065 + ] + ], + "std": [ + [ + 0.9905305563279689, + 1.0007194352174467, + 1.0073929861352688, + 0.996792137495875, + 0.995664797353786, + 0.9984373474066448 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 18, + "depth": 4, + "padding": 12, + "parameters": 633, + "cert_evals": { + "36": 0.11534806340932846, + "72": 0.061534807085990906, + "108": 0.03516274690628052, + "255": 0.0029104300774633884 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/chess-krvk/fold_3/result.json b/UCI_N4/ortho/runs/chess-krvk/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d46fd8d7f0da7f88da5d0b9aed2789b6883bf3b4 --- /dev/null +++ b/UCI_N4/ortho/runs/chess-krvk/fold_3/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.23747072599531616, + "test_acc": 0.20725017886954447, + "train_size": 7014, + "val_size": 4270, + "test_size": 16772, + "stats": { + "mean": [ + [ + 0.0038034088964931244, + -0.012312182207011678, + 0.00825354519532299, + -0.012616928286283908, + 0.00814625808383194, + 0.012173608639860799 + ] + ], + "std": [ + [ + 0.9903915605524702, + 0.991199162231707, + 1.011474563134033, + 0.9971077092137348, + 0.999255185770078, + 1.0033642166267953 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 18, + "depth": 4, + "padding": 12, + "parameters": 633, + "cert_evals": { + "36": 0.11399952322244644, + "72": 0.049666110426187515, + "108": 0.023312663659453392, + "255": 0.00047698544221930206 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/chess-krvkp/fold_0/result.json b/UCI_N4/ortho/runs/chess-krvkp/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4a71e59beb48b8af6acfa1507add5ffc007f3830 --- /dev/null +++ b/UCI_N4/ortho/runs/chess-krvkp/fold_0/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 47, + "best_val_acc": 0.9741379310344828, + "test_acc": 0.9720641489912054, + "train_size": 799, + "val_size": 464, + "test_size": 1933, + "stats": { + "mean": [ + [ + -0.012910581977471696, + 0.0232343479349185, + 0.01974840050062684, + -0.006236645807259704, + 0.016582745932415422, + 0.011297774718398169, + 0.042862941176470284, + 0.03031926157697225, + 0.0180404605757215, + -0.010202853566957767, + -0.00189366082603287, + -0.016319619524404437, + 0.0033822653316640658, + -0.03204078085106409, + 0.0705100575719649, + 0.02903828535669439, + -0.03100208760951203, + -0.008096886107634134, + -0.03482669524405622, + 0.019232514392990924, + 0.012952405506882283, + 0.028141539424280874, + 0.012118360450564641, + -0.021248015018773447, + -0.016025085481852858, + 5.306633288432277e-07, + -0.020626277847311296, + -0.017688700000000283, + 0.0857653942428025, + -0.03719805506883507, + 0.005740868585732433, + 0.07288125406758252, + 0.025791864831039592, + -0.00712086608260405, + -0.040342160200250346, + -0.05876795494368149 + ] + ], + "std": [ + [ + 0.9837163023685394, + 1.0378682164982054, + 1.0465982807867846, + 0.9915165284267596, + 1.005530465952035, + 1.0006602278791406, + 1.010781822340367, + 1.0199155022259125, + 1.0041109770934162, + 0.9954304425556489, + 0.999580748645936, + 0.9784729377035531, + 1.001226355888721, + 0.7309839212424674, + 1.0450840322089407, + 1.0585050069556725, + 0.9104979964986178, + 1.0030733244153598, + 0.7855814376765642, + 1.0182546843992308, + 1.0103378991543899, + 1.020315666869466, + 1.0226041285721963, + 0.9944445166738229, + 0.8530722671343124, + 0.9998428506463546, + 0.958403864877632, + 1.0, + 1.297598626233983, + 0.9108937768595846, + 1.0046803731698561, + 1.1311938967311475, + 1.0059129579966133, + 1.0017029704517841, + 1.020154120299574, + 0.9629351207831572 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 2, + "depth": 4, + "padding": 72, + "parameters": 13325, + "cert_evals": { + "36": 0.9508536458015442, + "72": 0.9213657975196838, + "108": 0.8763580322265625, + "255": 0.42317643761634827 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/chess-krvkp/fold_1/result.json b/UCI_N4/ortho/runs/chess-krvkp/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a78f211ccf9b2f6775b293a19b129c0a7bb5d20b --- /dev/null +++ b/UCI_N4/ortho/runs/chess-krvkp/fold_1/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 65, + "best_val_acc": 0.9866962305986696, + "test_acc": 0.9758478931140802, + "train_size": 799, + "val_size": 451, + "test_size": 1946, + "stats": { + "mean": [ + [ + -0.0009927534418022186, + 0.018342768460575525, + -0.06582760575719632, + -0.0020792615769724375, + 0.051078400500625745, + 0.011297774718398223, + -0.03506647058823558, + -0.021223376720899582, + -0.03866361702127398, + -0.02380752190237722, + -0.014526558197747444, + 0.016318818523153884, + 0.006087788485606497, + 0.07781297659574443, + -0.04009326658322881, + 0.017423181476844563, + -0.016413096370462833, + -0.032386387984980926, + 0.020896709511889343, + 0.0017488035043802706, + 0.0032379173967446036, + -0.04377830913642133, + 0.00134634543179087, + -0.008370843554443178, + -0.01602508548185286, + -0.05699136670838574, + 0.012376380475592372, + -0.017688700000000283, + 0.023390775969961416, + 0.03719677847309204, + 0.005740868585732397, + -0.004124948685859613, + 0.002579862327909166, + -0.025243699624531293, + -0.02052447684605754, + 0.019589255319148336 + ] + ], + "std": [ + [ + 0.9986195311743077, + 1.0300230852190024, + 0.8216604611116667, + 0.9970790771407829, + 1.0163955081800622, + 1.0006602278791408, + 0.9894273630441428, + 0.9849960711322177, + 0.9895223747807858, + 0.9893503391280706, + 0.9977270081722001, + 1.0205058915949463, + 1.0023223894472089, + 1.4564544306041578, + 0.9790108101412359, + 1.0355371587989588, + 0.9537117155994841, + 1.0123108404588719, + 1.108181480971759, + 1.001546561141509, + 1.0024924985959782, + 0.9655037096440781, + 1.0024053099202712, + 0.9977739015125082, + 0.8530722671343125, + 1.021876104669329, + 1.0237032374075374, + 1.0, + 1.0898218142005072, + 1.080220497632301, + 1.0046803731698557, + 0.9917285097795778, + 1.000482486194206, + 1.0061895454376688, + 1.0104282205557285, + 1.0110875620192163 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 2, + "depth": 4, + "padding": 72, + "parameters": 13325, + "cert_evals": { + "36": 0.9480987191200256, + "72": 0.9182939529418945, + "108": 0.8638232350349426, + "255": 0.43730732798576355 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/chess-krvkp/fold_2/result.json b/UCI_N4/ortho/runs/chess-krvkp/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..924787730cccb46f07222830aef55aa230303e6d --- /dev/null +++ b/UCI_N4/ortho/runs/chess-krvkp/fold_2/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 38, + "best_val_acc": 0.9726315789473684, + "test_acc": 0.9667013527575442, + "train_size": 799, + "val_size": 475, + "test_size": 1922, + "stats": { + "mean": [ + [ + 0.04270595118898613, + -0.035464605757197565, + -0.026330987484355414, + 0.010392891113891287, + 0.024543281602002653, + -0.001253777221526715, + -0.011687647058824222, + -0.02728721652065032, + 0.0025757121401775553, + -0.07006339424280264, + -0.0018936608260329234, + -0.004080205256570354, + 0.04125958948685799, + -0.03204078085106409, + -0.02626784230287835, + -0.023229682102629934, + 0.041942868585731145, + 0.01619261576971138, + 0.006965858322903206, + -0.001747938673341953, + -0.05828717396746041, + 0.04064933917396773, + 0.06597843554443104, + -0.018672580725907748, + 0.005341821777221022, + -0.005427269086358065, + 0.03437815269086148, + -0.017688700000000283, + -0.007796533166459127, + -6.382978713675692e-07, + -0.04346299874843527, + 0.01787682352940982, + -0.03610680851063828, + 0.04465865832290276, + 0.019110889862328, + 0.03990408760951166 + ] + ], + "std": [ + [ + 1.0503026614950781, + 0.9377299469744113, + 0.9332222466570044, + 1.0134812577120929, + 1.0081529457229899, + 0.9997466732969692, + 0.9965218768327301, + 0.9806280790356154, + 1.0004721494235536, + 0.9669617912464558, + 0.9995807486459362, + 0.9945690429937961, + 1.0158077550757176, + 0.7309839212424674, + 0.9989487460582208, + 0.9496723729602274, + 1.1079472020538745, + 0.9931560757473815, + 1.0372639011971079, + 0.998134626824417, + 0.9489971567418679, + 1.0290373693626786, + 1.116580541935386, + 0.9951246155880097, + 1.0441402229839951, + 1.0021017867674258, + 1.064445876205708, + 1.0, + 0.9678679341238935, + 0.999842760601726, + 0.9613338278133499, + 1.0340832941176457, + 0.9901571062749744, + 0.9869400115230125, + 0.9895000075374855, + 1.0222216905424544 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 2, + "depth": 4, + "padding": 72, + "parameters": 13325, + "cert_evals": { + "36": 0.9448491334915161, + "72": 0.9058272838592529, + "108": 0.8735692501068115, + "255": 0.43392300605773926 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/chess-krvkp/fold_3/result.json b/UCI_N4/ortho/runs/chess-krvkp/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9a9dcd5c0fa522c0fd94d6ba9f31e6d119bb051b --- /dev/null +++ b/UCI_N4/ortho/runs/chess-krvkp/fold_3/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.9585152838427947, + "test_acc": 0.9587416193914389, + "train_size": 799, + "val_size": 458, + "test_size": 1939, + "stats": { + "mean": [ + [ + 0.0029798560700874874, + -0.015898287859826204, + 0.013165630788484818, + -0.002079261576972459, + 0.06434595994993732, + -0.0087847083854817, + -0.035066470588235754, + -0.021223376720899842, + 0.012885544430540316, + -0.0755052615769703, + -0.07516446558197788, + 0.004079404255319092, + 0.041259589486858005, + 0.04119505744680826, + -0.0069122853566958315, + -0.029037234042554844, + -0.01641309637046286, + -0.037784055068836316, + -0.03482669524405622, + -0.04370884480600792, + -0.035620035043805974, + 0.04690323904881119, + -0.009425669586981995, + -0.00064454067584565, + -0.05875890000000068, + -0.04884966708385503, + 0.0453790387984959, + -0.017688700000000283, + 0.002599236545681054, + 0.030997209011264834, + -0.05002351439299086, + 0.006875937421775107, + -0.010315694618272687, + -0.04077755694618336, + 0.004955401752189988, + 0.10084858448060059 + ] + ], + "std": [ + [ + 1.003506639923147, + 0.9726497119550556, + 1.031291250931018, + 0.9970790771407828, + 1.0202330509186042, + 0.9991224561764447, + 0.9894273630441432, + 0.9849960711322175, + 1.0029259974983142, + 0.9641477850388797, + 0.9865314194046129, + 1.0050737920779802, + 1.0158077550757172, + 1.2629201270580204, + 0.9808444007141872, + 0.9366196797544946, + 0.9537117155994845, + 1.0142732074093561, + 0.7855814376765643, + 0.9552444287880467, + 0.9695039665985851, + 1.033313842690941, + 0.9816728244810887, + 0.9996865943557063, + 1.0, + 1.0189528540341442, + 1.0840757895240576, + 1.0, + 1.0102634466126872, + 1.067334702526026, + 0.9552142319361535, + 1.0131869855246693, + 0.9972193469515207, + 1.0097604697449478, + 0.9972056619226006, + 1.052569358911855 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 2, + "depth": 4, + "padding": 72, + "parameters": 13325, + "cert_evals": { + "36": 0.9406911134719849, + "72": 0.9092316031455994, + "108": 0.8736462593078613, + "255": 0.4378545880317688 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/congressional-voting/fold_0/result.json b/UCI_N4/ortho/runs/congressional-voting/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5f4aa932eb3b75a4d1597349c0d22e32aa648f6a --- /dev/null +++ b/UCI_N4/ortho/runs/congressional-voting/fold_0/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 22, + "best_val_acc": 0.5614035087719298, + "test_acc": 0.5724907063197026, + "train_size": 109, + "val_size": 57, + "test_size": 269, + "stats": { + "mean": [ + [ + -0.05633650458715604, + -0.11779591743119261, + -0.04414557798165136, + -0.044145577981651356, + -0.1385431192660551, + -0.04414557798165139, + -0.026378550458715573, + 0.11256628440366967, + -0.10507706422018329, + -0.054913027522935885, + -0.05395532110091718, + 0.008270385321100901, + 0.10771073394495408, + 0.03500372477064211, + -0.000600422018348633, + -0.02276844036697253 + ] + ], + "std": [ + [ + 0.8184815616369955, + 0.8313668954689791, + 0.8538679440524577, + 0.8538679440524576, + 0.5219210944971431, + 0.8538679440524588, + 0.9259164552817457, + 1.2484961570437194, + 0.7457451590890042, + 0.7568400989501728, + 0.8761485096645807, + 1.012504902324288, + 1.1811957798165138, + 1.0783310548027614, + 0.9977827937237086, + 0.9845600817644352 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 2725, + "cert_evals": { + "36": 0.553903341293335, + "72": 0.2825278639793396, + "108": 0.2565055787563324, + "255": 0.09293679893016815 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/congressional-voting/fold_1/result.json b/UCI_N4/ortho/runs/congressional-voting/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..28cf62d4a36ea0abbe31cdb7ce074ca1ac31881a --- /dev/null +++ b/UCI_N4/ortho/runs/congressional-voting/fold_1/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.625, + "test_acc": 0.5610687022900763, + "train_size": 109, + "val_size": 64, + "test_size": 262, + "stats": { + "mean": [ + [ + -0.00038625688073406236, + 0.057688394495412916, + 0.07259284403669729, + 0.07259284403669727, + -0.08832123853211014, + 0.01422363302752295, + -0.07830136697247703, + -0.08832123853211014, + 0.10401949541284418, + -0.054913027522935885, + -0.09670699082568791, + 0.043890183486238465, + -0.010408844036697309, + -0.05957216513761476, + 0.22344607339449585, + 0.020201284403669834 + ] + ], + "std": [ + [ + 0.9977358415203772, + 1.0666277227790677, + 1.1962128629178321, + 1.196212862917833, + 0.7346827772265264, + 1.0408721364505138, + 0.7595653225302291, + 0.7346827772265264, + 1.1887281938323424, + 0.7568400989501728, + 0.7623714803384029, + 1.0685939449541277, + 0.9788020482079224, + 0.8432648555935023, + 1.3191500469500397, + 1.0109306979905373 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 2725, + "cert_evals": { + "36": 0.2328244298696518, + "72": 0.20610687136650085, + "108": 0.1679389327764511, + "255": 0.019083969295024872 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/congressional-voting/fold_2/result.json b/UCI_N4/ortho/runs/congressional-voting/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d556e0c95f1c7c0712493a01919abb6156ea0aa8 --- /dev/null +++ b/UCI_N4/ortho/runs/congressional-voting/fold_2/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5849056603773585, + "test_acc": 0.5714285714285714, + "train_size": 109, + "val_size": 53, + "test_size": 273, + "stats": { + "mean": [ + [ + -0.05633650458715604, + -0.0008063761467889231, + -0.044145577981651335, + -0.10251478899082538, + -0.08832123853211014, + 0.014223633027522997, + -0.078301366972477, + -0.08832123853211014, + -0.14689637614678883, + -0.12773999999999977, + 0.03154801834862407, + 0.008270385321100882, + 0.028964348623853046, + -0.012284220183486308, + -0.0006004220183486534, + 0.04168614678899078 + ] + ], + "std": [ + [ + 0.8184815616369948, + 0.9978460372285823, + 0.853867944052458, + 0.6065906343935914, + 0.7346827772265261, + 1.0408721364505131, + 0.7595653225302292, + 0.7346827772265265, + 0.6117637925728782, + 1.0, + 1.062789656192666, + 1.0125049023242882, + 1.0520823572341493, + 0.9691144875367229, + 0.9977827937237085, + 1.023184850832101 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 2725, + "cert_evals": { + "36": 0.5494505763053894, + "72": 0.1794871836900711, + "108": 0.15018315613269806, + "255": 0.0842490866780281 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/congressional-voting/fold_3/result.json b/UCI_N4/ortho/runs/congressional-voting/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3d742184c181aac029a918f68f448be69b84e4d9 --- /dev/null +++ b/UCI_N4/ortho/runs/congressional-voting/fold_3/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.6338028169014085, + "test_acc": 0.5647058823529412, + "train_size": 109, + "val_size": 71, + "test_size": 255, + "stats": { + "mean": [ + [ + -0.0003862568807340379, + -0.05930114678899078, + 0.014223633027522962, + -0.04414557798165134, + -0.03809935779816519, + -0.04414557798165141, + -0.026378550458715615, + 0.012122522935779772, + -0.02143844036697227, + 0.017913944954128333, + -0.0967069908256879, + 0.07950998165137609, + 0.028964348623853057, + -0.012284220183486292, + -0.0006004220183485913, + -0.02276844036697257 + ] + ], + "std": [ + [ + 0.9977358415203773, + 0.9202474953183722, + 1.0408721364505134, + 0.8538679440524575, + 0.8955844252869521, + 0.8538679440524586, + 0.9259164552817456, + 1.0292422785092563, + 0.9536270350654188, + 1.0653667607530586, + 0.7623714803384029, + 1.1207507845689388, + 1.0520823572341482, + 0.9691144875367229, + 0.9977827937237086, + 0.9845600817644354 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 2725, + "cert_evals": { + "36": 0.545098066329956, + "72": 0.27450981736183167, + "108": 0.2705882489681244, + "255": 0.125490203499794 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/conn-bench-sonar-mines-rocks/fold_0/result.json b/UCI_N4/ortho/runs/conn-bench-sonar-mines-rocks/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1669e261922ba866ba62f5f83ad51e0649f602d7 --- /dev/null +++ b/UCI_N4/ortho/runs/conn-bench-sonar-mines-rocks/fold_0/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 13, + "best_val_acc": 0.8181818181818182, + "test_acc": 0.7886178861788617, + "train_size": 52, + "val_size": 33, + "test_size": 123, + "stats": { + "mean": [ + [ + 0.07224829615384616, + 0.06143836403846155, + 0.17981892115384618, + 0.18359467307692307, + 0.17865188250000005, + 0.18166694038461537, + 0.13145928269230767, + 0.3580806807692308, + 0.2723380293846154, + 0.32641636923076933, + 0.3547530749999999, + 0.27079468269230766, + 0.2390470615384616, + 0.08077609423076923, + 0.06372549615384623, + 0.027136992307692294, + -0.0707615403846154, + -0.013202551923076929, + 0.07079190192307686, + 0.14980152423076923, + 0.19067387173076927, + 0.18353470192307691, + 0.09474908461538462, + 0.11814903269230771, + 0.12851396730769224, + 0.09148541923076925, + 0.007863109038461517, + -0.03280788846153844, + -0.038817317307692306, + -0.030111546153846168, + -0.06803155000000002, + -0.1759780653846154, + -0.09925099846153843, + -0.06391267884615386, + -0.10967796730769228, + -0.09900584423076922, + -0.07212157115384613, + -0.04979613730769235, + -0.014902880769230744, + -0.06563232307692309, + -0.19819578653846154, + -0.09516337250000001, + 0.028546435961538493, + 0.02690762884615383, + -0.051032306153846144, + -0.1709350942307693, + -0.15902759326923072, + 0.05230017500000001, + -0.06006629230769232, + -0.14417805423076924, + 0.04664167115384615, + 0.035231851923076866, + 0.10847407884615384, + 0.0320697788461538, + 0.014380650000000059, + 0.1584930519230769, + 0.24879878846153847, + -0.06910759711538458, + -0.04868835576923079, + -0.009460907692307728 + ] + ], + "std": [ + [ + 0.8826781365757673, + 0.8736204750730865, + 1.0631193826022287, + 1.0559935051069889, + 1.0948164691784295, + 0.9911164668100656, + 1.058133601574446, + 1.1345779651029129, + 1.2612720115229583, + 1.3050289136088924, + 1.2242580940441732, + 1.1507745621698449, + 0.9449561434126305, + 0.9761316418147328, + 1.0515687251009254, + 1.0336058228027496, + 1.0092336792759293, + 0.9721128786372969, + 0.9828570204269845, + 1.0526094050032175, + 1.007626826074757, + 0.9451553241613345, + 1.0688742655635421, + 1.1766129754915444, + 1.0893546356638915, + 0.9472223527353211, + 0.9975324667404246, + 0.9442106678014526, + 0.9147349976996598, + 0.8924870761180707, + 0.9115618167344114, + 0.9476131762252616, + 0.9936735012487963, + 1.091198911266045, + 1.0880994377807855, + 1.058748260466537, + 1.0322810862952991, + 1.0794760575131008, + 1.0563032817583005, + 1.063491740689508, + 0.9911947467095144, + 0.9289066519838143, + 1.060366924720947, + 1.0624085035469397, + 0.8715483240662897, + 0.6896203094035522, + 0.7267883935975691, + 0.928021673885073, + 0.8751357100836189, + 0.7223660360736314, + 0.7383172079055456, + 0.8199366242592814, + 1.0798630214435168, + 1.1347800621794066, + 0.9003324355296055, + 1.2234839576090903, + 1.1067568444114322, + 0.7263873158583661, + 0.9265847016853823, + 0.8105858418957635 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 2, + "depth": 4, + "padding": 120, + "parameters": 36605, + "cert_evals": { + "36": 0.6991869807243347, + "72": 0.6097560524940491, + "108": 0.5609756112098694, + "255": 0.2601625919342041 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/conn-bench-sonar-mines-rocks/fold_1/result.json b/UCI_N4/ortho/runs/conn-bench-sonar-mines-rocks/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..648ff22ee9be874b3f6c2f9d07f29003bce8e6c0 --- /dev/null +++ b/UCI_N4/ortho/runs/conn-bench-sonar-mines-rocks/fold_1/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.8275862068965517, + "test_acc": 0.889763779527559, + "train_size": 52, + "val_size": 29, + "test_size": 127, + "stats": { + "mean": [ + [ + -0.1496621807692307, + -0.08903577807692303, + -0.14030929807692305, + -0.035338826923076924, + 0.08386959669423068, + 0.09199651153846154, + 0.14088967307692307, + 0.07056369423076922, + -0.0025582480769230555, + 0.009174194230769301, + 0.0818218730769231, + 0.08237485384615381, + 0.04123067288461538, + -0.00616768461538463, + -0.028849084615384605, + -0.04050276923076927, + -0.0212545653846154, + -0.05132907923076921, + -0.04626740192307692, + -0.07403159615384614, + -0.05252051923076921, + 0.030670448076923096, + -0.021138782692307692, + 0.005048434615384597, + 0.09778213076923079, + 0.2050811269230769, + 0.18951900000000002, + 0.09827862115384613, + 0.07715956730769227, + 0.1654723846153846, + 0.07360706730769234, + -0.012788405769230859, + -0.07698564038461544, + -0.11772723500000001, + -0.012259624999999958, + 0.0018293673076923635, + -0.07115984249999997, + -0.07953136711538462, + -0.04274317096153846, + -0.03792623653846152, + -0.08625715769230768, + -0.05082718653846153, + 0.0639244403846154, + 0.05993298846153846, + 0.008120661730769264, + -0.03299837499999998, + -0.08261534326923076, + -0.13786070961538463, + -0.11194899807692303, + -0.1165946903846154, + -0.11254034384615383, + -0.09731205576923077, + -0.10915543461538466, + -0.020348332692307698, + -0.03527259615384616, + -0.05305450769230768, + -0.0766177076923077, + 0.017685547115384614, + 0.05708845576923076, + 0.13349773076923077 + ] + ], + "std": [ + [ + 0.808987901180408, + 0.6916743939877592, + 0.6533719713044063, + 0.7289409087743024, + 0.9799815957215703, + 1.1546934744155954, + 1.0489671907417901, + 1.0406351665781963, + 1.06602300100525, + 0.9855510401092009, + 0.941611877990984, + 0.874334438804182, + 0.8948617088044496, + 0.9284777014495024, + 0.9652796384670821, + 0.9176168045360895, + 0.9187448624511494, + 0.9637941840958039, + 1.036895695822955, + 1.080455047426266, + 1.0569445623516454, + 1.027280062203057, + 0.9972067893847262, + 0.9558109386682533, + 0.9135564279343454, + 0.9323450964074564, + 0.9165881179625035, + 0.9150530169961677, + 0.8966782811687405, + 0.9697039290944067, + 1.0552459326194796, + 1.0678782438443375, + 1.0350794282536124, + 0.981036806175182, + 1.0268794592105523, + 1.049486682131856, + 1.0562822257610098, + 1.0082564159163012, + 1.008195204043701, + 1.0704359719340684, + 1.0356445372719016, + 0.9497252302544834, + 1.0265656593627723, + 1.1425919880616457, + 0.984594565229331, + 0.9387504917802769, + 0.9538513934843633, + 0.9644663205759176, + 0.9826957464876444, + 0.906104614495397, + 0.6863012460053298, + 0.8135699574469399, + 0.8718984903633391, + 0.87106180576059, + 0.9705550873133266, + 0.7881063937322114, + 1.0305107562527829, + 0.9850679024115949, + 1.0840227025091698, + 0.955646054806482 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 2, + "depth": 4, + "padding": 120, + "parameters": 36605, + "cert_evals": { + "36": 0.8267716765403748, + "72": 0.7401574850082397, + "108": 0.6299212574958801, + "255": 0.28346455097198486 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/conn-bench-sonar-mines-rocks/fold_2/result.json b/UCI_N4/ortho/runs/conn-bench-sonar-mines-rocks/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1665dcfe12bbd94069c571b7795ca65a4ace46b6 --- /dev/null +++ b/UCI_N4/ortho/runs/conn-bench-sonar-mines-rocks/fold_2/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 14, + "best_val_acc": 0.9090909090909091, + "test_acc": 0.8211382113821138, + "train_size": 52, + "val_size": 33, + "test_size": 123, + "stats": { + "mean": [ + [ + -0.11352727307692301, + 0.005484550769230757, + 0.14128544711538463, + 0.01698709807692309, + -0.05546616484423073, + 0.015633542307692313, + 0.01695465576923076, + 0.007012186538461534, + 0.16428315769230764, + 0.1885259807692308, + 0.17271181923076925, + 0.10288603057692303, + 0.035842053846153805, + 0.06598513846153845, + 0.024155067307692363, + -0.031890009615384636, + -0.09900835576923078, + -0.06074108884615382, + -0.057217736538461544, + -0.05421212307692307, + 0.009597998076923055, + 0.08198633076923077, + 0.0738865326923077, + 0.11153800000000001, + 0.12820763269230767, + 0.1497061423076923, + 0.17804224999999999, + 0.12074562557692313, + 0.011866653846153862, + 0.02657458461538462, + 0.08961283461538459, + 0.012436888461538488, + -0.15344758865384617, + -0.25327539384615383, + -0.1676381884615385, + -0.08097806538461542, + 0.010272027115384563, + 0.0761040280769231, + 0.07725368461538452, + 0.01526856923076923, + 0.09035966538461546, + -0.018093585576923078, + -0.08110181153846155, + -0.05179539615384614, + -0.062206399423076895, + -0.05773718076923074, + -0.015536751903846145, + -0.05303988461538456, + -0.0334830886538462, + -0.019491399423076903, + -0.014853353461538439, + -0.04920472788461536, + -0.013006382692307706, + -0.11464770384615387, + -0.22059024807692304, + -0.20056836153846153, + -0.17135017615384612, + -0.09496722596153845, + -0.12957644230769227, + 0.05055160769230771 + ] + ], + "std": [ + [ + 0.7779847294085735, + 0.8164589056484339, + 0.8897943994160501, + 0.8232379895108087, + 0.8913136137549748, + 1.2277539871431498, + 1.148342655187086, + 1.0125738638827777, + 1.0308151593845143, + 1.0814728380420244, + 1.1275636354460448, + 1.0953105542528634, + 0.9617223163008869, + 0.9271042130221435, + 1.002366167344782, + 1.0134009310910002, + 0.9541301699800748, + 0.9039526162729385, + 0.8533527267834845, + 0.8674137383144989, + 0.8667342359963858, + 0.8682751705934699, + 0.8669633975953135, + 0.8844079338595519, + 0.8959832014657619, + 0.9477171784962183, + 0.9665146933040765, + 0.9608709208756278, + 0.9362600441482569, + 0.826100491116595, + 0.9039285396250091, + 0.9697986338184826, + 0.8888423793086146, + 0.878236080206782, + 0.9309060317786465, + 0.9900496254008503, + 1.00813869687356, + 1.0903606967893815, + 1.0386726650233546, + 0.9723646970288363, + 0.965534654631892, + 0.9659616919831083, + 0.9294069827841253, + 0.9165737515917189, + 0.890391924899276, + 0.8408198724294259, + 0.7367456383541913, + 0.9168199780746074, + 0.8757122466574018, + 0.8068953654942984, + 0.8229736283202036, + 0.7999629806684128, + 0.9417385941942646, + 0.873184043119562, + 0.7480790001744239, + 0.9895160335641305, + 1.0132212109764678, + 0.7628419936253807, + 0.961901997536315, + 1.3290599320503582 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 2, + "depth": 4, + "padding": 120, + "parameters": 36605, + "cert_evals": { + "36": 0.772357702255249, + "72": 0.6341463327407837, + "108": 0.5528454780578613, + "255": 0.24390242993831635 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/conn-bench-sonar-mines-rocks/fold_3/result.json b/UCI_N4/ortho/runs/conn-bench-sonar-mines-rocks/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..175c2d6ddc001a69bf8441f7b3e58a935cf5bf15 --- /dev/null +++ b/UCI_N4/ortho/runs/conn-bench-sonar-mines-rocks/fold_3/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.9696969696969697, + "test_acc": 0.7642276422764228, + "train_size": 52, + "val_size": 33, + "test_size": 123, + "stats": { + "mean": [ + [ + -0.11402919442307692, + -0.1958088194230769, + -0.192454475, + -0.2174456115384615, + -0.1483449469961539, + -0.09730015192307692, + -0.11111996346153846, + -0.1199549596153846, + -0.08601968673076922, + -0.1359838, + -0.07711971153846155, + 0.005683598076923046, + -0.07644932499999996, + -0.12452823865384616, + -0.18065320384615383, + -0.24127502307692308, + -0.2122367865384616, + -0.17662752923076924, + -0.13966792115384613, + -0.06574370384615388, + -0.007378620000000012, + -0.0002028721153846167, + 0.06875905961538463, + 0.10454161923076924, + 0.1822036923076923, + 0.14234525, + 0.08357052884615387, + 0.14328510769230768, + 0.2375776069230769, + 0.1643224807692307, + 0.10515068653846156, + 0.09213309999999994, + 0.013323825000000011, + -0.06487759653846153, + -0.13430994076923078, + -0.21115623846153847, + -0.22730641923076922, + -0.23543729230769228, + -0.22808152115384622, + -0.14895506923076926, + -0.001168684615384663, + -0.04320264326923076, + -0.018799333269230768, + -0.013186748076922994, + -0.07072882692307694, + -0.03641541923076926, + -0.009211202865384651, + 0.028638237499999993, + 0.052042886346153845, + -0.09590774230769232, + -0.057291330384615397, + 0.06657091249999998, + 0.02539913076923079, + -0.15310468230769228, + -0.20838050961538462, + -0.049366707692307735, + -0.07994125884615386, + -0.19751397115384617, + -0.2403308269230769, + -0.24415720000000002 + ] + ], + "std": [ + [ + 0.8763416312333093, + 0.602973469758421, + 0.5448117196260321, + 0.5663296924240132, + 0.686341085757452, + 0.8337013907572342, + 0.6813276818285096, + 0.7825144766842531, + 0.7861121760890293, + 0.7905273301791387, + 0.7805552299762032, + 0.9027317120726256, + 0.8667207852850977, + 0.8531311452416169, + 0.8318630140159454, + 0.8852179006046725, + 0.8740431599665568, + 0.8442406359472446, + 0.8609171894886277, + 0.886971626868803, + 0.9185053211820478, + 1.0100806480837976, + 0.9919727273312126, + 1.0562822860856174, + 0.9850251469218465, + 0.9910273621465151, + 1.0655846350198521, + 0.9906322053442151, + 0.8736899428048334, + 0.9821436750511889, + 0.9453561139667965, + 0.8625303165093016, + 1.0040239879345572, + 0.9847231539651756, + 0.9280844832031707, + 0.9503954469001101, + 0.9765763369138967, + 0.965164414073675, + 0.9709362119147936, + 1.0665530487737096, + 1.0793454570821943, + 1.0572717622116554, + 1.0593503627745042, + 1.0162684589041668, + 1.0177130607371694, + 1.0958546673800382, + 1.1902586310529617, + 1.1293249209196217, + 1.0653539976947333, + 0.9647675285784101, + 1.1814566025747812, + 1.13738601881979, + 1.0351334435322548, + 0.934859922308927, + 0.7895031892247589, + 0.9239212461978867, + 0.8971132845231489, + 0.7340435621135994, + 0.876038640540552, + 0.7272617950430326 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 2, + "depth": 4, + "padding": 120, + "parameters": 36605, + "cert_evals": { + "36": 0.7398373484611511, + "72": 0.6666666269302368, + "108": 0.5934959053993225, + "255": 0.24390242993831635 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/conn-bench-vowel-deterding/fold_0/result.json b/UCI_N4/ortho/runs/conn-bench-vowel-deterding/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e40478ad0ccad5087bb564074d98653752ef08bf --- /dev/null +++ b/UCI_N4/ortho/runs/conn-bench-vowel-deterding/fold_0/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 41, + "best_val_acc": 0.6831683168316832, + "test_acc": 0.6932084309133489, + "train_size": 462, + "val_size": 101, + "test_size": 427, + "stats": { + "mean": [ + [ + -2.857142828580301e-07, + 2.385281389853348e-08, + -4.3088744564142115e-08, + -3.844155827509708e-08, + -8.807359302639395e-08, + -1.304545454734722e-07, + 2.852813846998729e-08, + -1.7538961132040442e-08, + 1.6883116991740976e-08, + 6.995670959114648e-08, + -9.999999998989893e-08 + ] + ], + "std": [ + [ + 0.9989172494309853, + 0.9989172586260624, + 0.9989172585041448, + 0.9989169579535073, + 0.9989173225330026, + 0.9989172947423731, + 0.9989172394761775, + 0.9989172874813478, + 0.9989173118500234, + 0.9989170573955074, + 0.9989173544054772 + ] + ] + }, + "width": 64, + "in_features": 11, + "out_features": 11, + "depth": 4, + "padding": 22, + "parameters": 1532, + "cert_evals": { + "36": 0.5456674098968506, + "72": 0.402810275554657, + "108": 0.29976579546928406, + "255": 0.02576112374663353 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/conn-bench-vowel-deterding/fold_1/result.json b/UCI_N4/ortho/runs/conn-bench-vowel-deterding/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..36a6b54dd2af54ad11a9f5f4a6a1999767b7d06c --- /dev/null +++ b/UCI_N4/ortho/runs/conn-bench-vowel-deterding/fold_1/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 26, + "best_val_acc": 0.6944444444444444, + "test_acc": 0.7, + "train_size": 462, + "val_size": 108, + "test_size": 420, + "stats": { + "mean": [ + [ + -2.857142828580301e-07, + 2.385281389853348e-08, + -4.3088744564142115e-08, + -3.844155827509708e-08, + -8.807359302639395e-08, + -1.304545454734722e-07, + 2.852813846998729e-08, + -1.7538961132040442e-08, + 1.6883116991740976e-08, + 6.995670959114648e-08, + -9.999999998989893e-08 + ] + ], + "std": [ + [ + 0.9989172494309853, + 0.9989172586260624, + 0.9989172585041448, + 0.9989169579535073, + 0.9989173225330026, + 0.9989172947423731, + 0.9989172394761775, + 0.9989172874813478, + 0.9989173118500234, + 0.9989170573955074, + 0.9989173544054772 + ] + ] + }, + "width": 64, + "in_features": 11, + "out_features": 11, + "depth": 4, + "padding": 22, + "parameters": 1532, + "cert_evals": { + "36": 0.5333333611488342, + "72": 0.36666667461395264, + "108": 0.2428571581840515, + "255": 0.04047619178891182 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/conn-bench-vowel-deterding/fold_2/result.json b/UCI_N4/ortho/runs/conn-bench-vowel-deterding/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d1f681c6634b43bcc6fe3cfdf0bca2ad2ef0848a --- /dev/null +++ b/UCI_N4/ortho/runs/conn-bench-vowel-deterding/fold_2/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 69, + "best_val_acc": 0.7029702970297029, + "test_acc": 0.7142857142857143, + "train_size": 462, + "val_size": 101, + "test_size": 427, + "stats": { + "mean": [ + [ + -2.857142828580301e-07, + 2.385281389853348e-08, + -4.3088744564142115e-08, + -3.844155827509708e-08, + -8.807359302639395e-08, + -1.304545454734722e-07, + 2.852813846998729e-08, + -1.7538961132040442e-08, + 1.6883116991740976e-08, + 6.995670959114648e-08, + -9.999999998989893e-08 + ] + ], + "std": [ + [ + 0.9989172494309853, + 0.9989172586260624, + 0.9989172585041448, + 0.9989169579535073, + 0.9989173225330026, + 0.9989172947423731, + 0.9989172394761775, + 0.9989172874813478, + 0.9989173118500234, + 0.9989170573955074, + 0.9989173544054772 + ] + ] + }, + "width": 64, + "in_features": 11, + "out_features": 11, + "depth": 4, + "padding": 22, + "parameters": 1532, + "cert_evals": { + "36": 0.5620608925819397, + "72": 0.41451987624168396, + "108": 0.2646369934082031, + "255": 0.023419203236699104 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/conn-bench-vowel-deterding/fold_3/result.json b/UCI_N4/ortho/runs/conn-bench-vowel-deterding/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5e7f6a5f52613928e431efb225d4f1c258d41a91 --- /dev/null +++ b/UCI_N4/ortho/runs/conn-bench-vowel-deterding/fold_3/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 38, + "best_val_acc": 0.7289719626168224, + "test_acc": 0.6769596199524941, + "train_size": 462, + "val_size": 107, + "test_size": 421, + "stats": { + "mean": [ + [ + -2.857142828580301e-07, + 2.385281389853348e-08, + -4.3088744564142115e-08, + -3.844155827509708e-08, + -8.807359302639395e-08, + -1.304545454734722e-07, + 2.852813846998729e-08, + -1.7538961132040442e-08, + 1.6883116991740976e-08, + 6.995670959114648e-08, + -9.999999998989893e-08 + ] + ], + "std": [ + [ + 0.9989172494309853, + 0.9989172586260624, + 0.9989172585041448, + 0.9989169579535073, + 0.9989173225330026, + 0.9989172947423731, + 0.9989172394761775, + 0.9989172874813478, + 0.9989173118500234, + 0.9989170573955074, + 0.9989173544054772 + ] + ] + }, + "width": 64, + "in_features": 11, + "out_features": 11, + "depth": 4, + "padding": 22, + "parameters": 1532, + "cert_evals": { + "36": 0.5415677428245544, + "72": 0.35629454255104065, + "108": 0.21615202724933624, + "255": 0.0237529706209898 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/connect-4/fold_0/result.json b/UCI_N4/ortho/runs/connect-4/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5476b17dc50fe268d189eed61bcd505d2245a41e --- /dev/null +++ b/UCI_N4/ortho/runs/connect-4/fold_0/result.json @@ -0,0 +1,114 @@ +{ + "best_epoch": 16, + "best_val_acc": 0.7906545702858258, + "test_acc": 0.7648266818417992, + "train_size": 16889, + "val_size": 10251, + "test_size": 40417, + "stats": { + "mean": [ + [ + 0.030039043756277816, + 0.019902300550625314, + 0.02412979927762107, + 0.01985044289179096, + 0.04051709657175008, + 0.019031591236910044, + -0.0045395188821050255, + 0.00019764479838064707, + -0.0054407273373289445, + 0.0013942071762814724, + 0.0055600884599283544, + 0.001485642518807598, + -0.045466167742357476, + -0.01035231553081155, + -0.011896642548398602, + -0.003500336017520728, + -0.005169183847484449, + -0.004208846444423896, + -0.015666746284570425, + -0.004623683640220639, + -0.003240515128237825, + 0.007526564154155245, + 0.005614181419874743, + -0.0009578565812173992, + -0.008785680620530124, + 2.9899105920217333e-05, + 0.008153071703466623, + 0.012008136479367208, + 0.006621551092434575, + -0.0019656975546212823, + -0.013779740837230907, + -0.007963726330753096, + 0.0029912185446102466, + 0.006957733791219768, + 0.009923208727565623, + 0.008400017940669328, + 0.005648935283319054, + -0.0006844205696187397, + -0.00016250281250430496, + 0.005438035407640847, + 0.006130487891554314, + 0.0019121513411066388 + ] + ], + "std": [ + [ + 1.006531226467314, + 1.008924218376966, + 1.0197183666704737, + 1.023893878424687, + 1.1159454713651147, + 1.1190732652590052, + 1.0024169825217877, + 0.9994835093105424, + 0.9930989860238304, + 1.004612308430935, + 1.0242747269577495, + 0.9967703228906594, + 1.0081015996457976, + 1.0023951062831706, + 0.9892908401102037, + 0.9991151349692805, + 0.9863950858355114, + 0.960184531380724, + 0.9986346631032498, + 1.0001270989782147, + 0.9928951530660571, + 1.0169032842233705, + 1.013285375385304, + 0.970290472444351, + 0.9945759706604689, + 0.9972408901165424, + 1.0114521905940863, + 1.0290063758644428, + 1.023278904623385, + 0.9324949802555003, + 0.9965943679305745, + 0.9932874797871102, + 1.0036564691959504, + 1.0228377133115587, + 1.0386526847608728, + 1.1257342158605066, + 1.0035861966708441, + 1.000236858494279, + 0.9968329006749054, + 1.0125833294784417, + 1.0214319654141149, + 1.006766118353405 + ] + ] + }, + "width": 128, + "in_features": 42, + "out_features": 2, + "depth": 4, + "padding": 84, + "parameters": 18065, + "cert_evals": { + "36": 0.6186506152153015, + "72": 0.456540584564209, + "108": 0.30224907398223877, + "255": 0.012321548536419868 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/connect-4/fold_1/result.json b/UCI_N4/ortho/runs/connect-4/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a5c621f4c25a1b97e707618e1ec2c7fbdb61d255 --- /dev/null +++ b/UCI_N4/ortho/runs/connect-4/fold_1/result.json @@ -0,0 +1,114 @@ +{ + "best_epoch": 30, + "best_val_acc": 0.7873178416699488, + "test_acc": 0.7751777251184834, + "train_size": 16889, + "val_size": 10156, + "test_size": 40512, + "stats": { + "mean": [ + [ + 0.027203261152216014, + 0.024381636864207697, + 0.020735522529443332, + 0.023047149623986126, + 0.020027097519112465, + 0.026940308105877917, + -0.00722533788855856, + -0.00531791621766461, + -0.009308466457466616, + 0.00578968973889537, + -0.0010269574279278557, + 0.004949220640663072, + -0.037384035289282136, + -0.016723926816264917, + -0.008892225590617149, + -0.008508028006396103, + -0.004554644798399636, + 0.0002488341287307118, + -0.014038076854764218, + 0.0028520603943621176, + 0.0008038332642066601, + 0.002791597607881187, + -0.00160992456626965, + -0.0009578257800985885, + 5.388069156555676e-05, + 0.010160649535196326, + 0.012398836639225969, + 5.7993960568914834e-05, + -0.003970593522402191, + 0.0032774340103030072, + -0.010958108650600418, + 0.003209088104681389, + 0.008421007164421582, + 0.007349537331987826, + 0.008767308745328259, + -0.0032300263189079456, + -0.0018860788679084654, + -0.009485176801493057, + -0.0028463511753280563, + 0.0013060429865429904, + -0.0015533507016145245, + 0.012107637870801016 + ] + ], + "std": [ + [ + 1.0053784970608792, + 1.0086117051709853, + 1.0174407281192794, + 1.0328236445577126, + 1.0555647249928823, + 1.1828794778966805, + 1.0020910755122447, + 1.0000565113338769, + 0.9890321160451245, + 1.0150152665488792, + 0.9899360205182285, + 1.0509979377431884, + 1.0058247313452429, + 0.9943794278675755, + 0.9914355031605685, + 0.98735263698585, + 0.9895129572809503, + 0.9832660190727348, + 1.0002454573596118, + 1.005345164132691, + 1.0022702027544366, + 1.0038695389702308, + 0.9884994910041733, + 1.0323210247180712, + 0.9997460580413666, + 1.0089872644160143, + 1.0235001251776934, + 0.9984386209085483, + 0.9823324227005963, + 1.0494438702787408, + 0.9933592013054958, + 1.0038908920524567, + 1.013697656799958, + 1.0183153010542547, + 1.0567215054144603, + 0.8880868673858706, + 1.0011297314158905, + 0.9952887406369397, + 0.9967427026967423, + 1.006175884588394, + 0.991937713430211, + 1.1100304287997806 + ] + ] + }, + "width": 128, + "in_features": 42, + "out_features": 2, + "depth": 4, + "padding": 84, + "parameters": 18065, + "cert_evals": { + "36": 0.6224822402000427, + "72": 0.45211297273635864, + "108": 0.2930489778518677, + "255": 0.009207149036228657 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/connect-4/fold_2/result.json b/UCI_N4/ortho/runs/connect-4/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3e8098087dcdaa41d2cbf513791ecd16f6aa2abc --- /dev/null +++ b/UCI_N4/ortho/runs/connect-4/fold_2/result.json @@ -0,0 +1,114 @@ +{ + "best_epoch": 49, + "best_val_acc": 0.7987292277614858, + "test_acc": 0.7788713586230773, + "train_size": 16889, + "val_size": 10230, + "test_size": 40438, + "stats": { + "mean": [ + [ + 0.025572694783573928, + 0.01329715524895377, + 0.021220418319602922, + 0.01865168985727237, + 0.01982012718339098, + 0.00963998614483818, + 0.002528423115643657, + 0.014210160400253889, + 0.019369405767058635, + 0.014451386997468231, + 0.013793931316224738, + 0.012371159470670088, + -0.039714018710444283, + 0.002464175676483553, + -0.003429649002305634, + -0.009634763751553201, + 0.0009762194327558758, + 0.0017347277695622, + -0.010497498845409039, + -0.009077317366310872, + -0.009626320682147567, + -0.007594781810667109, + -0.00470596897387065, + -0.0015970677600842312, + -0.009472249452314906, + -0.00820725051809292, + -0.0026667849487946728, + -0.015432931020187987, + 0.0013254907454667974, + 0.008520569927173222, + -0.01259168517970182, + -0.013636079637638902, + -0.01148821777488854, + 0.0004930685061226005, + 0.0037583447036442816, + 0.004523333086622283, + -0.0011041412753886373, + 0.0011898180472266853, + 0.004086905974287228, + 0.0047194280300578055, + 0.006496377523849094, + 0.0006377091894106407 + ] + ], + "std": [ + [ + 1.002340911028259, + 1.000241509886604, + 1.0182352047279812, + 1.026450786988581, + 1.0586830294039484, + 1.0573441287107759, + 0.9999723336345973, + 1.0051963116139528, + 1.0189730060934503, + 1.0249429350044355, + 1.0283337398578962, + 1.0717856671455852, + 1.007021137501264, + 1.0086278986575667, + 0.9953893180688569, + 0.98676435866359, + 1.0045070750637721, + 0.9894410915928983, + 1.0018969853345276, + 0.9951351558433682, + 0.9829488046935272, + 0.9826669281585328, + 0.9809482582136214, + 1.0155101449208117, + 0.9962026519420597, + 0.990863381380769, + 1.0019931559758173, + 0.9596014491771616, + 1.0169055158769793, + 1.076548189219986, + 0.9955495648295175, + 0.9907146280157456, + 0.9785756681213451, + 1.006526766910725, + 1.0173366899136054, + 1.0876518916773228, + 1.0029420841971977, + 0.9990722630784118, + 1.0096089946640998, + 1.0127375864747392, + 1.01584212211435, + 0.9362241233272562 + ] + ] + }, + "width": 128, + "in_features": 42, + "out_features": 2, + "depth": 4, + "padding": 84, + "parameters": 18065, + "cert_evals": { + "36": 0.6365794539451599, + "72": 0.47514715790748596, + "108": 0.31606408953666687, + "255": 0.013897819444537163 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/connect-4/fold_3/result.json b/UCI_N4/ortho/runs/connect-4/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..85d5515be2830abe87c9cdf0f64efb3867f42e98 --- /dev/null +++ b/UCI_N4/ortho/runs/connect-4/fold_3/result.json @@ -0,0 +1,114 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.7877518452024735, + "test_acc": 0.7808424782244968, + "train_size": 16889, + "val_size": 10026, + "test_size": 40642, + "stats": { + "mean": [ + [ + 0.0255017919592495, + 0.022711381550094376, + 0.022287194327654584, + 0.02371314346613092, + 0.02809891444136949, + 0.011617169660734934, + -0.003762045615482179, + -0.0006222379063383423, + -0.0011956524365063191, + 0.008375274142948436, + -0.0028795755225458197, + 0.004949219420934186, + -0.03286969234417018, + -0.016504218603819, + -0.0016998223695865533, + -0.0031247556989696936, + -0.011519434898461321, + 0.0002488323820318791, + -0.012126160814738062, + -0.0071686163775022144, + 0.0038903055242530825, + 0.0026388575403812784, + 0.004066158683185444, + -0.0015970711824220074, + -0.004837915684773933, + -0.005745571910715695, + -0.003762464740373103, + -0.006138376635676964, + 0.001325493137553573, + 0.008520567025875392, + -0.0066514068920593425, + -0.003064876132393696, + 0.005525119900522458, + 0.009504424891937585, + 0.011849736177385477, + 0.008400017940669543, + -0.0067909446385286945, + -0.00818136082659884, + 0.004646044170746594, + 0.012444457339079356, + -0.0015533672804591957, + 0.00446103881223969 + ] + ], + "std": [ + [ + 1.0045809901782567, + 1.011044061995358, + 1.0172043141389446, + 1.0411444793879623, + 1.0848038904253097, + 1.0532589212327128, + 1.001732294856909, + 0.9979736375563433, + 0.9960552361012427, + 1.01505820099451, + 0.9927946698994767, + 1.0430998783719132, + 1.0035374294499668, + 0.9954329781752278, + 0.9998036225568965, + 0.9986000648188756, + 0.968307334521185, + 1.0041135888200137, + 1.0020709200665507, + 0.9957946771192316, + 1.0066983742054452, + 0.9982009085917064, + 1.0079501138389146, + 1.0086913740499897, + 0.9975519054988539, + 0.9949781645083238, + 0.9908446185534602, + 0.980252534332932, + 1.0196582337505167, + 1.129171084329408, + 0.9975018305111572, + 0.9962923547954192, + 1.0083259241822573, + 1.0245524736842544, + 1.0587730123334396, + 1.1257342158603454, + 1.000888709096108, + 0.9958781134180874, + 1.0074167017832345, + 1.03159906035601, + 0.975850670238492, + 1.1586868157131331 + ] + ] + }, + "width": 128, + "in_features": 42, + "out_features": 2, + "depth": 4, + "padding": 84, + "parameters": 18065, + "cert_evals": { + "36": 0.6345160007476807, + "72": 0.46700456738471985, + "108": 0.30362677574157715, + "255": 0.009054671972990036 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/contrac/fold_0/result.json b/UCI_N4/ortho/runs/contrac/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e268344a54a83a077ccaeccb8a07f1767e429f80 --- /dev/null +++ b/UCI_N4/ortho/runs/contrac/fold_0/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 4, + "best_val_acc": 0.5260663507109005, + "test_acc": 0.43512304250559286, + "train_size": 368, + "val_size": 211, + "test_size": 894, + "stats": { + "mean": [ + [ + 0.04983602472826088, + -0.03683848315217381, + -0.030433624999999895, + 0.04126441032608701, + 0.0759277635869569, + 0.038788576086956336, + -0.05566297010869535, + 0.0662070706521741, + 0.049484739130435086 + ] + ], + "std": [ + [ + 1.0349771394866476, + 1.0203618187773704, + 1.0773888859130338, + 0.9920452760418988, + 0.9188135203134653, + 0.9763026632803047, + 0.9941427090552807, + 0.9825316131926941, + 1.0760483787682442 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 3, + "depth": 4, + "padding": 18, + "parameters": 924, + "cert_evals": { + "36": 0.25950783491134644, + "72": 0.13087248802185059, + "108": 0.07158836722373962, + "255": 0.008948545902967453 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/contrac/fold_1/result.json b/UCI_N4/ortho/runs/contrac/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a05826a9ec4b4149c5a5a1922242217618c37931 --- /dev/null +++ b/UCI_N4/ortho/runs/contrac/fold_1/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 71, + "best_val_acc": 0.5380952380952381, + "test_acc": 0.48268156424581005, + "train_size": 368, + "val_size": 210, + "test_size": 895, + "stats": { + "mean": [ + [ + -0.029433755434782626, + -0.071642726902174, + -0.09035044293478262, + 0.020525774456521734, + 0.007337516304348054, + 0.03878857608695629, + 0.035455372282608796, + -0.03957563858695622, + 0.049484739130434774 + ] + ], + "std": [ + [ + 1.034137512591575, + 1.0184105128981196, + 1.0653920839838686, + 1.048083233025277, + 0.9923881347533616, + 0.9763026632803046, + 0.9969044818106321, + 1.048729739192908, + 1.0760483787682442 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 3, + "depth": 4, + "padding": 18, + "parameters": 924, + "cert_evals": { + "36": 0.3843575417995453, + "72": 0.2692737281322479, + "108": 0.18994413316249847, + "255": 0.021229049190878868 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/contrac/fold_2/result.json b/UCI_N4/ortho/runs/contrac/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5dfa092262f3f39ec1771f2ef5a546764fb1ff7a --- /dev/null +++ b/UCI_N4/ortho/runs/contrac/fold_2/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.4798387096774194, + "test_acc": 0.5017502917152858, + "train_size": 368, + "val_size": 248, + "test_size": 857, + "stats": { + "mean": [ + [ + -0.0224978108695652, + 0.0756058451086956, + 0.07941412771739106, + 0.040112260869565215, + -0.03076817663043453, + -0.09286419021739152, + -0.046236899456521284, + 0.002180663043478335, + -0.06466629619565217 + ] + ], + "std": [ + [ + 1.0160308953617057, + 0.95882526146548, + 0.9253350657327032, + 1.0559034595300474, + 1.0290230539377072, + 1.0476659682160625, + 0.9462830856884548, + 0.9600526966125309, + 0.8858527840526336 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 3, + "depth": 4, + "padding": 18, + "parameters": 924, + "cert_evals": { + "36": 0.29754960536956787, + "72": 0.1901983618736267, + "108": 0.09101516753435135, + "255": 0.002333722310140729 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/contrac/fold_3/result.json b/UCI_N4/ortho/runs/contrac/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..341880f42fd2c3fc2138deb906b09e942be53255 --- /dev/null +++ b/UCI_N4/ortho/runs/contrac/fold_3/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.48484848484848486, + "test_acc": 0.4931350114416476, + "train_size": 368, + "val_size": 231, + "test_size": 874, + "stats": { + "mean": [ + [ + -0.05156334456521742, + -0.044870314673913024, + -0.03376221739130403, + 0.026286519021739164, + 0.06068548641304363, + -0.023903217391304493, + 0.03859739402173936, + -0.05627817934782584, + -0.01277946195652176 + ] + ], + "std": [ + [ + 1.0188547788894706, + 0.9948418681411789, + 0.9984372596511997, + 1.0660676802579363, + 0.9360979718845777, + 1.0130497245255512, + 0.9834396874521251, + 1.0057604797479107, + 0.9785587320331135 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 3, + "depth": 4, + "padding": 18, + "parameters": 924, + "cert_evals": { + "36": 0.30434781312942505, + "72": 0.15789473056793213, + "108": 0.07780320197343826, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/credit-approval/fold_0/result.json b/UCI_N4/ortho/runs/credit-approval/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b0fb2f7eaad768ee4e3eb0ad6ba7176c092b5118 --- /dev/null +++ b/UCI_N4/ortho/runs/credit-approval/fold_0/result.json @@ -0,0 +1,60 @@ +{ + "best_epoch": 25, + "best_val_acc": 0.88, + "test_acc": 0.854066985645933, + "train_size": 172, + "val_size": 100, + "test_size": 418, + "stats": { + "mean": [ + [ + 0.04231717441860458, + -0.04319939244186043, + 0.01132773546511633, + 0.10497429069767436, + 0.1039714651162791, + -0.016887567441860464, + 0.12197747790697662, + 0.056721959767441876, + 0.023127069767441777, + 0.01803883720930219, + 0.02175907906976748, + -0.014331000000000156, + 0.026975616279069855, + -0.07794171941860471, + 0.08645942000000016 + ] + ], + "std": [ + [ + 0.9668001544731439, + 0.9828833679832603, + 1.0033612624654744, + 1.0683622008830216, + 1.0656041538091992, + 1.0007415139821727, + 1.1272056598607636, + 1.0528268054248064, + 1.0000784525981627, + 0.9964680315230805, + 0.9149454309542941, + 1.0003809007273163, + 1.0289037612452905, + 0.9424723282553955, + 1.5519077166103805 + ] + ] + }, + "width": 64, + "in_features": 15, + "out_features": 2, + "depth": 4, + "padding": 30, + "parameters": 2405, + "cert_evals": { + "36": 0.822966456413269, + "72": 0.7488037943840027, + "108": 0.6889951825141907, + "255": 0.23923444747924805 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/credit-approval/fold_1/result.json b/UCI_N4/ortho/runs/credit-approval/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d461782d92f0c2ff9d2f8d67cd0a4de716623ad5 --- /dev/null +++ b/UCI_N4/ortho/runs/credit-approval/fold_1/result.json @@ -0,0 +1,60 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.8924731182795699, + "test_acc": 0.8494117647058823, + "train_size": 172, + "val_size": 93, + "test_size": 425, + "stats": { + "mean": [ + [ + -0.05893763953488379, + -0.09494667732558137, + 0.10661604441860463, + 0.0016465697674418215, + -0.0016443023255812898, + -0.03715416976744184, + 0.019046397674418694, + 0.12816041290697705, + 0.04639099999999992, + 0.006295348837209058, + -0.02008573604651146, + -0.13093850000000004, + 0.006132180232558206, + -0.012206166162790686, + 0.10673194959302351 + ] + ], + "std": [ + [ + 1.0212712368033299, + 1.002227255518295, + 1.0267015215317181, + 1.0197891663144403, + 1.0132886907601226, + 0.9740103182437764, + 0.9462774495372472, + 1.135180114956504, + 1.0003490000000002, + 0.9983346607548056, + 0.9387238466077318, + 1.0017391917815985, + 0.9989094608428061, + 0.9604377028423987, + 1.6924318356475039 + ] + ] + }, + "width": 64, + "in_features": 15, + "out_features": 2, + "depth": 4, + "padding": 30, + "parameters": 2405, + "cert_evals": { + "36": 0.7976469993591309, + "72": 0.748235285282135, + "108": 0.7058823108673096, + "255": 0.18823528289794922 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/credit-approval/fold_2/result.json b/UCI_N4/ortho/runs/credit-approval/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b107907be1444424eb1346b5a989f9c01f44a17d --- /dev/null +++ b/UCI_N4/ortho/runs/credit-approval/fold_2/result.json @@ -0,0 +1,60 @@ +{ + "best_epoch": 28, + "best_val_acc": 0.8785046728971962, + "test_acc": 0.851581508515815, + "train_size": 172, + "val_size": 107, + "test_size": 411, + "stats": { + "mean": [ + [ + -0.09690819767441845, + -0.07829492377906978, + 0.14346898139534883, + 0.008104488372092981, + 0.011557720930232681, + 0.0203769784883721, + -0.058847231395348816, + -0.004431645348837212, + 0.01149510465116271, + -0.02893511627906998, + -0.018890154651162814, + -0.07263475000000007, + -0.0563980755813953, + -0.0557846427906977, + -0.04536849656976747 + ] + ], + "std": [ + [ + 1.0400780435620642, + 0.9163334239629656, + 1.1299454947101701, + 0.9838838771477533, + 0.9907637201902963, + 1.0059394076223003, + 0.9122317175379675, + 0.9398719190475693, + 0.9997401653873875, + 1.0030891544052551, + 0.8392167415058691, + 1.0027567026500943, + 0.9205981575020528, + 0.8548997051032522, + 0.5350874335618861 + ] + ] + }, + "width": 64, + "in_features": 15, + "out_features": 2, + "depth": 4, + "padding": 30, + "parameters": 2405, + "cert_evals": { + "36": 0.8004866242408752, + "72": 0.7469586133956909, + "108": 0.6934306621551514, + "255": 0.18734793365001678 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/credit-approval/fold_3/result.json b/UCI_N4/ortho/runs/credit-approval/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..95536f718bf10e44c1e2876ddaea480077a7a38f --- /dev/null +++ b/UCI_N4/ortho/runs/credit-approval/fold_3/result.json @@ -0,0 +1,60 @@ +{ + "best_epoch": 28, + "best_val_acc": 0.8962264150943396, + "test_acc": 0.8398058252427184, + "train_size": 172, + "val_size": 106, + "test_size": 412, + "stats": { + "mean": [ + [ + 0.029660302325581287, + 0.04967415668604653, + 0.035228697674418614, + -0.08230726744186062, + -0.0808560755813953, + -0.06068950697674418, + 0.05521145232558148, + 0.0520138111627908, + -0.00013686046511636238, + -0.02893511627906982, + 0.0647990941860465, + -0.08429550000000029, + -0.11892838372093019, + -0.14010143755813953, + -0.060122975697674434 + ] + ], + "std": [ + [ + 0.9866458073044232, + 1.0497387015089001, + 0.9194770520533397, + 0.928940005324823, + 0.9330534400726008, + 1.0077990709538949, + 1.0375139084982685, + 0.9494310078822967, + 0.9992663708949371, + 1.0030891544052551, + 1.2789280573338035, + 1.0028244999999991, + 0.8074645456755252, + 0.8265119967382965, + 0.4698103883611287 + ] + ] + }, + "width": 64, + "in_features": 15, + "out_features": 2, + "depth": 4, + "padding": 30, + "parameters": 2405, + "cert_evals": { + "36": 0.7548543810844421, + "72": 0.6941747665405273, + "108": 0.6359223127365112, + "255": 0.16747573018074036 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/cylinder-bands/fold_0/result.json b/UCI_N4/ortho/runs/cylinder-bands/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..54b8f34dd5c36a260635fa1264c227423aeb330a --- /dev/null +++ b/UCI_N4/ortho/runs/cylinder-bands/fold_0/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.7317073170731707, + "test_acc": 0.7086092715231788, + "train_size": 128, + "val_size": 82, + "test_size": 302, + "stats": { + "mean": [ + [ + -0.018113468749999997, + -0.09801495312499989, + -0.09835764843749996, + 0.015201562499999939, + -0.08460044531249963, + -0.05902956249999998, + -0.02159560937500003, + -0.10518925781250046, + 0.03565878125000016, + 0.03781927343750002, + -0.0029206640624998936, + -0.005388015624999963, + -0.007189643749999884, + -0.11441540624999999, + 0.02687471875000009, + -0.08272973437500022, + 0.014233650781250131, + -0.040908945312500035, + -0.20346299999999978, + 0.09558365781249996, + -0.12876496562500006, + -0.05027554687499996, + 0.03137399609374995, + -0.07727224921875003, + -0.112076146875, + 0.04986750409374999, + 0.0467316294531248, + 0.08485301562499976, + -0.07968368828125014, + -0.0404871031249999, + 0.026726734374999978, + 0.04898852562499999, + 0.07183878906250019, + 0.01963753046874992, + 0.07539527343749987 + ] + ], + "std": [ + [ + 1.009708113595319, + 0.6915256837343526, + 1.1851115463631896, + 1.1075149207516606, + 0.6356019715752345, + 0.9895598820491779, + 1.036117446187858, + 0.47416953322612243, + 0.9128570390625407, + 0.9754439041131451, + 0.9772769577736968, + 0.9965990540260843, + 1.0049338980010496, + 1.0152930221805465, + 1.0110105352731478, + 0.9779734187172597, + 0.946783796715577, + 0.9180378675297654, + 0.9791387337832046, + 1.3026657902081404, + 1.1587041225508155, + 1.0035768471185391, + 1.0872637801794474, + 0.8506413201552353, + 1.0909742588199165, + 0.9223170655454694, + 0.925140911301162, + 1.2060797979297548, + 0.10884702615305564, + 1.0969927491363656, + 1.0397512419029202, + 0.9385559077709305, + 0.7908440559763066, + 0.8086858742098973, + 0.23360368046727112 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 2, + "depth": 4, + "padding": 70, + "parameters": 12605, + "cert_evals": { + "36": 0.6092715263366699, + "72": 0.4602648913860321, + "108": 0.3410595953464508, + "255": 0.08609271794557571 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/cylinder-bands/fold_1/result.json b/UCI_N4/ortho/runs/cylinder-bands/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1575a8a333ee11ddf2b907f6a1530d2d9c4f21de --- /dev/null +++ b/UCI_N4/ortho/runs/cylinder-bands/fold_1/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 22, + "best_val_acc": 0.7638888888888888, + "test_acc": 0.7275641025641025, + "train_size": 128, + "val_size": 72, + "test_size": 312, + "stats": { + "mean": [ + [ + -0.15498346874999988, + 0.07623314062499989, + -0.08125197656250005, + 0.1064101249999995, + 0.028200664062500352, + 0.14560404687500025, + 0.1655534453124999, + -0.021037773437500448, + 0.03565884375000017, + -0.09565992968750019, + -0.06719309374999989, + 0.07724234374999989, + 0.014383128125000021, + 0.015113148437499955, + 0.11287723437500005, + 0.15718076562499975, + -0.11598707812499996, + 0.01952450812500009, + -0.05958846093749991, + 0.05810956640625002, + 0.09577258359374996, + 0.01608712499999998, + 0.0455139015625, + -0.09322180656250004, + 0.010363770312500003, + -0.09235189678125001, + -0.12943964476562508, + 0.07837251562499978, + -0.08934230000000017, + -0.11201488515624988, + -0.016908421875000006, + -0.19726601218749995, + -0.027512601562499843, + -0.1071632757812501, + -0.06936312500000016 + ] + ], + "std": [ + [ + 0.9566675689840457, + 1.1785922605080725, + 1.0752069854571855, + 1.134315391792329, + 1.0921920451077407, + 1.0073040155644573, + 1.0080335723206957, + 0.8147932438575216, + 0.7216766565111302, + 1.0325076089625134, + 1.0351765461316509, + 0.9787809233141151, + 0.9952912678839302, + 0.9646382079847095, + 0.9376275956128628, + 1.025290058167112, + 1.1238851154497491, + 0.9392938268734667, + 0.9623682791314133, + 0.6383677679060908, + 0.8128844998290236, + 0.9862468382017052, + 0.8444859158500648, + 1.051379690058149, + 0.9861572089261571, + 1.2038176163546097, + 1.2075147493034224, + 1.1662944917994549, + 1.0, + 1.0433698981937496, + 0.9167305702944823, + 1.1576246436005715, + 1.2133555868200756, + 1.2553958063370618, + 1.386742675536984 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 2, + "depth": 4, + "padding": 70, + "parameters": 12605, + "cert_evals": { + "36": 0.6378205418586731, + "72": 0.49358975887298584, + "108": 0.36858975887298584, + "255": 0.07051282376050949 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/cylinder-bands/fold_2/result.json b/UCI_N4/ortho/runs/cylinder-bands/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4c67330d02dc8efb6694b8a9a34dbe46f29361b8 --- /dev/null +++ b/UCI_N4/ortho/runs/cylinder-bands/fold_2/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 2, + "best_val_acc": 0.6933333333333334, + "test_acc": 0.7184466019417476, + "train_size": 128, + "val_size": 75, + "test_size": 309, + "stats": { + "mean": [ + [ + -0.018113499999999876, + -0.010890906250000026, + 0.004276054687499921, + -0.04560409375000058, + -0.02819989062499964, + 0.003934625000000143, + 0.10796916406250016, + 0.02103777343750001, + -0.02139478124999982, + 0.02002204687499978, + -0.008763656249999825, + -0.04131476562499997, + 0.057528609375000095, + -0.11441537500000004, + -0.051960625, + 0.09099853124999963, + 0.025328648437500097, + 0.06508276609375009, + -0.0463809687499999, + 0.05531756718749999, + 0.048115672656250004, + -0.044416265624999944, + -0.006333254687500049, + 0.07249342484374995, + 0.017864971093750025, + -0.032888132281249996, + -0.005630188515625072, + -0.08849829687500009, + 0.1810991601562506, + -0.03171481484375, + -0.03763525000000013, + 0.012247269375000123, + -0.010699218749999687, + -0.04182582187500004, + 0.0392055468749999 + ] + ], + "std": [ + [ + 1.0014570356459378, + 0.9701723266723137, + 0.976668923366092, + 0.8848220008281984, + 0.8953310490553396, + 0.9995254897694512, + 1.0022604928841146, + 1.1538252271496559, + 1.0317076974392008, + 0.9849764181760653, + 0.9644949026944296, + 0.9682202506697574, + 1.0200144373065265, + 1.024650754456481, + 0.991180532876508, + 1.0231518076189408, + 0.9417295162218619, + 1.1518106310277838, + 1.0373234489917649, + 1.1369455371092343, + 0.9154717541032745, + 1.1226380377592042, + 1.0778851186420637, + 0.9942494651921334, + 0.9650868598248783, + 0.991851813013072, + 0.9883223822673011, + 0.8159153965212675, + 1.7818000158367098, + 0.9958958318550638, + 0.8529177390193199, + 0.9950922963006184, + 1.0386479794315284, + 1.046608837125399, + 0.3263770311133624 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 2, + "depth": 4, + "padding": 70, + "parameters": 12605, + "cert_evals": { + "36": 0.5954692959785461, + "72": 0.4563106894493103, + "108": 0.33980584144592285, + "255": 0.12944984436035156 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/cylinder-bands/fold_3/result.json b/UCI_N4/ortho/runs/cylinder-bands/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..498ad8b104ffd406a35bfc247cf643374ed0bf92 --- /dev/null +++ b/UCI_N4/ortho/runs/cylinder-bands/fold_3/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 37, + "best_val_acc": 0.7837837837837838, + "test_acc": 0.7387096774193549, + "train_size": 128, + "val_size": 74, + "test_size": 310, + "stats": { + "mean": [ + [ + -0.09862528124999967, + 0.07623314062499992, + -0.14967442968749994, + 0.1064100937499999, + 0.08460121875000035, + 0.11412195312500018, + 0.035988921874999975, + 0.02103796874999956, + 0.049922195312500195, + 0.020022046875000005, + 0.07303782812500019, + 0.1706510703124999, + 0.03116200625000013, + 0.10146572656249976, + 0.12004409375000007, + 0.04963468749999977, + -0.09730074531250002, + 0.2519632110937501, + 0.10295269531250012, + -0.017867453124999995, + 0.15167814140624994, + 0.053232843750000036, + 0.05788653593750008, + -0.03172638593750004, + 0.12707835390624983, + -0.07419502420312495, + -0.046009344765625224, + 0.07189192187499989, + -0.012073297656250094, + -0.011471089062500009, + 0.04745321093750001, + -0.06254772593749994, + 0.02904130468750018, + -0.017295875000000013, + -0.045236640625000143 + ] + ], + "std": [ + [ + 0.9681512944811281, + 1.1785922605080716, + 1.1820212062123494, + 1.2342204701284085, + 1.2560999937316328, + 1.0073040155644557, + 0.9422562101157176, + 0.9370712715647449, + 0.8107579850267628, + 0.9849764181760654, + 1.0089890027616917, + 1.0128688585013823, + 1.021806803227722, + 0.9860449137879513, + 0.965560494387225, + 1.0099223731350104, + 1.1411416049886207, + 0.9766554256496787, + 1.078888741266553, + 0.8735915598455525, + 0.9043004878113329, + 0.935916801014639, + 0.9022876021268718, + 1.0095878491602719, + 0.9226412455171137, + 1.103674350946853, + 1.109671652163808, + 1.0892584104797631, + 0.8707774330138579, + 0.9662087759049208, + 0.9327069000527582, + 1.0958735530051178, + 1.0258970951245958, + 1.0635339261419625, + 1.376208872677819 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 2, + "depth": 4, + "padding": 70, + "parameters": 12605, + "cert_evals": { + "36": 0.6387096643447876, + "72": 0.522580623626709, + "108": 0.42903226613998413, + "255": 0.10967741906642914 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/dermatology/fold_0/result.json b/UCI_N4/ortho/runs/dermatology/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5644af5e9e47373a05cf54ed2602360c15abd348 --- /dev/null +++ b/UCI_N4/ortho/runs/dermatology/fold_0/result.json @@ -0,0 +1,98 @@ +{ + "best_epoch": 26, + "best_val_acc": 0.9827586206896551, + "test_acc": 0.9493087557603687, + "train_size": 91, + "val_size": 58, + "test_size": 217, + "stats": { + "mean": [ + [ + 0.06255490109890108, + -0.09950824175824165, + 0.06084052747252747, + -0.16717494505494507, + 0.052244340659340686, + 0.0025714945054945153, + -0.02246861538461534, + -0.017277736263736184, + -0.021717483516483508, + 0.03348407692307688, + -0.0475760989010988, + 0.06572261538461521, + 0.08858902197802174, + -0.1041265714285716, + 0.005385186813186856, + -0.035476670329670376, + 0.07677762417582405, + 0.04374145054945071, + 0.1155099230769231, + 0.12043031868131869, + 0.01650943956043959, + 0.07769217582417579, + -0.030356758241758278, + 0.013477208791208829, + 0.015482648351648287, + -0.0034025274725273612, + 0.04002742857142865, + 0.03137470329670338, + 0.008364593406593394, + 0.03786149450549449, + 0.03501758241758232, + 0.19951439560439582, + -0.014634098901098907, + 0.06380519120879125 + ] + ], + "std": [ + [ + 0.9579388217601761, + 1.0149277614583099, + 0.9508267211955849, + 0.9797619817212763, + 0.9779606305193399, + 1.0067406344751444, + 1.0036930400753548, + 0.9655703337016306, + 0.988719482589257, + 1.0387140092945895, + 0.9421816899315113, + 1.108600785818115, + 1.0553627690990925, + 0.8963300954815475, + 1.0312593831866153, + 0.9305276662720072, + 0.9419348744801717, + 1.0024345032706516, + 0.9943938503609722, + 1.126743771486882, + 1.024448001551178, + 1.0936199274871503, + 0.9903178300286889, + 1.0625282108029304, + 1.0022849145804325, + 1.0039785513963642, + 1.0686040527754073, + 1.0117848046592977, + 1.0099891482666616, + 1.032180187104034, + 1.0599064093185755, + 0.98964025727435, + 0.9787453595616104, + 0.9013728009327256 + ] + ] + }, + "width": 128, + "in_features": 34, + "out_features": 6, + "depth": 4, + "padding": 68, + "parameters": 12181, + "cert_evals": { + "36": 0.9308755993843079, + "72": 0.9170507192611694, + "108": 0.8894008994102478, + "255": 0.7050691246986389 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/dermatology/fold_1/result.json b/UCI_N4/ortho/runs/dermatology/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5b41245d9856f54b1846ed9d37e677ab3aac8fd3 --- /dev/null +++ b/UCI_N4/ortho/runs/dermatology/fold_1/result.json @@ -0,0 +1,98 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.9454545454545454, + "test_acc": 0.9590909090909091, + "train_size": 91, + "val_size": 55, + "test_size": 220, + "stats": { + "mean": [ + [ + -0.15234734065934108, + -0.03685075824175817, + 0.024514153846154, + -0.003059032967032986, + 0.0522442747252747, + -0.020386087912087892, + 0.03530865934065939, + -0.043625648351648345, + -0.08879309890109885, + 0.09415389010989002, + -0.04757609890109863, + 0.06572261538461541, + 0.222018769230769, + 0.05758529670329658, + -0.007495417582417526, + -0.08522665934065947, + -0.07745157142857151, + -0.04334439560439563, + -0.12401621978021984, + 0.04764354945054952, + -0.021313461538461483, + 0.0352194725274725, + 0.051580087912087895, + 0.05687082417582426, + 0.041357142857142794, + -0.028813681318681075, + 0.017010725274725334, + -0.04641174945054939, + 0.01987447252747256, + 0.013464769230769122, + -0.009952681318681485, + -0.14857142857142827, + 0.03504902197802198, + 0.07064716813186812 + ] + ], + "std": [ + [ + 1.0799649707740484, + 0.9701819203088585, + 1.0349980862760444, + 0.9962695208080098, + 1.0565723090694727, + 0.956401750666777, + 1.0996255828899324, + 0.9272437132189425, + 0.9338556246970804, + 1.132692340014453, + 0.9421816899315112, + 1.108600785818116, + 1.3507430798011204, + 0.9954000343509968, + 0.9838347974365711, + 1.0051011914402448, + 1.082244925397, + 0.9863336565802372, + 0.8936601742161131, + 1.0709540797521042, + 0.9668866324311055, + 1.0433938478729325, + 1.061517000809812, + 1.0860930768159869, + 1.0492767576804765, + 0.9727826405276763, + 1.0221067222848232, + 0.9644227334697079, + 1.0222445250094454, + 1.1137241387036405, + 0.9325232366107138, + 0.9431871301685265, + 1.0294846104354056, + 0.954054376413069 + ] + ] + }, + "width": 128, + "in_features": 34, + "out_features": 6, + "depth": 4, + "padding": 68, + "parameters": 12181, + "cert_evals": { + "36": 0.9363635778427124, + "72": 0.9227272272109985, + "108": 0.8954545259475708, + "255": 0.6909090876579285 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/dermatology/fold_2/result.json b/UCI_N4/ortho/runs/dermatology/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a111daadd5330e4ba48cefdfd75b694da54feb76 --- /dev/null +++ b/UCI_N4/ortho/runs/dermatology/fold_2/result.json @@ -0,0 +1,98 @@ +{ + "best_epoch": 15, + "best_val_acc": 0.9836065573770492, + "test_acc": 0.9719626168224299, + "train_size": 91, + "val_size": 61, + "test_size": 214, + "stats": { + "mean": [ + [ + 0.1286785934065936, + -0.052514956043955986, + -0.0723557912087912, + -0.03202061538461543, + -0.15349332967032966, + -0.020386153846153894, + -0.09950505494505507, + -0.004103824175824138, + 0.03417917582417588, + 0.08201997802197789, + -0.01447120879120871, + -0.022712967032967008, + -0.04484103296703309, + 0.003681208791208678, + 0.044027285714285734, + 0.04412385714285691, + -0.04660575824175837, + -0.014315659340659313, + -0.02820572527472527, + 0.03724537362637364, + -0.01185779120879114, + -0.039107373626373704, + 0.0024179670329669205, + -0.015451747252747299, + 0.002545351648351576, + 0.08553615384615376, + 0.017010747252747392, + -0.017241828571428485, + 0.008364593406593424, + -0.05972478021978029, + 0.012532417582417426, + 0.1541118681318682, + 0.0052391428571429075, + 0.04806798461538459 + ] + ], + "std": [ + [ + 0.9701280514742756, + 0.9293627837603032, + 0.9985142789172075, + 1.0092809883627014, + 0.9144981766921801, + 0.9688575910999048, + 0.7552905986573396, + 0.9998322435146684, + 1.0704136812401557, + 1.0731541860690452, + 0.9820497437937411, + 0.9606585652114606, + 0.9412251138507225, + 1.032650720921409, + 1.0662219170916833, + 1.0316415589934254, + 0.8883921685550962, + 1.0965763955898655, + 0.9938166856011934, + 1.0449962571399998, + 0.9713151295619376, + 0.916982706185695, + 1.0485354727700578, + 0.9633861656803218, + 0.9854442339078262, + 1.003978327496943, + 1.0338310542422602, + 0.9972909993244929, + 1.0099891482666616, + 0.6769782284640671, + 0.9985019725218273, + 0.9997718075782989, + 1.0050250528703155, + 0.9607093594262002 + ] + ] + }, + "width": 128, + "in_features": 34, + "out_features": 6, + "depth": 4, + "padding": 68, + "parameters": 12181, + "cert_evals": { + "36": 0.9579439163208008, + "72": 0.9205607175827026, + "108": 0.8785046339035034, + "255": 0.6682242751121521 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/dermatology/fold_3/result.json b/UCI_N4/ortho/runs/dermatology/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ebbd297679a731db03e1c9c11a29bdb80369ec12 --- /dev/null +++ b/UCI_N4/ortho/runs/dermatology/fold_3/result.json @@ -0,0 +1,98 @@ +{ + "best_epoch": 20, + "best_val_acc": 1.0, + "test_acc": 0.9506726457399103, + "train_size": 91, + "val_size": 52, + "test_size": 223, + "stats": { + "mean": [ + [ + -0.05316160439560428, + 0.07280001098901108, + 0.00029673626373637353, + -0.012712835164835188, + 0.028039912087912074, + -0.05482258241758234, + 0.01604945054945059, + 0.009070153846153903, + 0.011820373626373679, + -0.0029178351648351595, + -0.14689076923076905, + -0.02271290109890109, + -0.04484103296703295, + 0.0036813406593406033, + 0.08266931868131823, + 0.054073769230769106, + -0.000336973626373744, + 0.02922736263736266, + 0.043652076923076925, + 0.03724537362637369, + -0.0024020659340658864, + 0.03521959340659338, + 0.0024179780219780282, + 0.056870879120879105, + 0.015482648351648276, + 0.00930285714285733, + 0.017010725274725344, + 0.002204784615384724, + -0.014655186813186854, + 0.0622580769230768, + 0.012532483516483228, + 0.06330681318681318, + -0.004697549450549487, + 0.015909242857142816 + ] + ], + "std": [ + [ + 0.9579387151851927, + 0.9666344534450786, + 0.9971916717551561, + 1.0285803186606315, + 0.9689331448788322, + 0.9145691771687489, + 0.8846614143098532, + 1.0173836013652253, + 0.9964001763067949, + 0.9871125181905619, + 0.8027509230903981, + 0.9299285829647791, + 0.9412251138507224, + 0.9834698643403745, + 1.1391943175030825, + 0.9785493379039759, + 1.017445012936306, + 0.9645207385980711, + 0.9428629894457031, + 1.0449962571399996, + 0.9921708037991144, + 1.033514126697011, + 1.048535468132942, + 1.0684193315579842, + 1.002284914580432, + 0.9595830510736266, + 1.022106722284823, + 1.0153293741790863, + 0.9598175741851003, + 1.1500085669506441, + 1.0435622629094696, + 0.949962818915988, + 1.0144124428718615, + 1.013968145011949 + ] + ] + }, + "width": 128, + "in_features": 34, + "out_features": 6, + "depth": 4, + "padding": 68, + "parameters": 12181, + "cert_evals": { + "36": 0.9327354431152344, + "72": 0.9147982597351074, + "108": 0.892376720905304, + "255": 0.6547085642814636 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/echocardiogram/fold_0/result.json b/UCI_N4/ortho/runs/echocardiogram/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..87767413c9f69028377d94061a89bf533796cb1a --- /dev/null +++ b/UCI_N4/ortho/runs/echocardiogram/fold_0/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 44, + "best_val_acc": 0.45, + "test_acc": 0.38461538461538464, + "train_size": 33, + "val_size": 20, + "test_size": 78, + "stats": { + "mean": [ + [ + -0.057606475757575756, + -0.15964663636363635, + -0.060374909090909125, + 0.0400295, + 0.10041431515151517, + 0.07715459090909091, + 0.009048404242424318, + 0.011163848484848474, + -0.3499357575757576, + -0.0035744545454545447 + ] + ], + "std": [ + [ + 1.1573831652081632, + 0.8404744208999705, + 0.7381400184555348, + 1.0796554948826975, + 0.8705069277860507, + 1.2129557576954413, + 1.0456434215229085, + 0.9246089519830962, + 1.0989667179647085, + 0.9932372830639454 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 2, + "depth": 4, + "padding": 20, + "parameters": 1105, + "cert_evals": { + "36": 0.29487180709838867, + "72": 0.25641027092933655, + "108": 0.19230769574642181, + "255": 0.025641025975346565 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/echocardiogram/fold_1/result.json b/UCI_N4/ortho/runs/echocardiogram/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6abeb6a2425cb982e54c0d1ec8e2377a43450fc4 --- /dev/null +++ b/UCI_N4/ortho/runs/echocardiogram/fold_1/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.782608695652174, + "test_acc": 0.76, + "train_size": 33, + "val_size": 23, + "test_size": 75, + "stats": { + "mean": [ + [ + -0.10427761212121212, + -0.08161054545454546, + 0.08791276969696966, + -0.14441026060606058, + 0.09186773939393943, + 0.02212875757575757, + -0.12115638181818184, + 0.13688663636363635, + -0.19213333333333332, + -0.08161054545454546 + ] + ], + "std": [ + [ + 0.8430736384486278, + 0.9233354795587926, + 1.041073713648991, + 0.8385992375905786, + 0.7966783723844354, + 0.8163890823085291, + 0.8747642125794102, + 0.7576737832204337, + 1.0947098909221693, + 0.9233354795587928 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 2, + "depth": 4, + "padding": 20, + "parameters": 1105, + "cert_evals": { + "36": 0.5200000405311584, + "72": 0.3333333432674408, + "108": 0.2133333384990692, + "255": 0.02666666731238365 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/echocardiogram/fold_2/result.json b/UCI_N4/ortho/runs/echocardiogram/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4ad7a3bc5ad28aa4bad92d09c89a8fedd46c7d40 --- /dev/null +++ b/UCI_N4/ortho/runs/echocardiogram/fold_2/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 30, + "best_val_acc": 0.75, + "test_acc": 0.7435897435897436, + "train_size": 33, + "val_size": 20, + "test_size": 78, + "stats": { + "mean": [ + [ + 0.04318501212121217, + -0.08161054545454545, + -0.1960651757575758, + 0.10663209696969696, + -0.039179059090909095, + -0.08327692727272729, + -0.02021858363636361, + -0.027255212121212104, + -0.0343309090909092, + -0.08161054545454542 + ] + ], + "std": [ + [ + 1.1928881057545633, + 0.9233354795587926, + 0.7336788223210056, + 1.0424668853529024, + 1.015206992443095, + 0.7150465728455708, + 0.9871909809630498, + 0.7552585618074782, + 1.0673558137650077, + 0.9233354795587926 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 2, + "depth": 4, + "padding": 20, + "parameters": 1105, + "cert_evals": { + "36": 0.6025640964508057, + "72": 0.4743589758872986, + "108": 0.38461539149284363, + "255": 0.07692307978868484 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/echocardiogram/fold_3/result.json b/UCI_N4/ortho/runs/echocardiogram/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7e66153694fefdf1edec65b057c99197f7cfa2d1 --- /dev/null +++ b/UCI_N4/ortho/runs/echocardiogram/fold_3/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 29, + "best_val_acc": 0.8888888888888888, + "test_acc": 0.7303370786516854, + "train_size": 33, + "val_size": 9, + "test_size": 89, + "stats": { + "mean": [ + [ + 0.17818635454545453, + -0.003574454545454491, + 0.09132509090909088, + -0.2657220666666666, + 0.02064670606060603, + 0.008581981818181823, + -0.001812626060606065, + -0.08051203030303035, + 0.005119696969696846, + -0.08161054545454548 + ] + ], + "std": [ + [ + 0.65057027499482, + 0.9932372830639454, + 0.9917679778099099, + 0.9657357364086732, + 0.9330992242935773, + 1.0185738628461445, + 0.9305394942774076, + 0.8664314560759948, + 1.0688129554861598, + 0.9233354795587926 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 2, + "depth": 4, + "padding": 20, + "parameters": 1105, + "cert_evals": { + "36": 0.6292135119438171, + "72": 0.483146071434021, + "108": 0.30337080359458923, + "255": 0.033707864582538605 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ecoli/fold_0/result.json b/UCI_N4/ortho/runs/ecoli/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..75b15818cb07b8cacebcc128d3b068fba643bc19 --- /dev/null +++ b/UCI_N4/ortho/runs/ecoli/fold_0/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 100, + "best_val_acc": 0.6481481481481481, + "test_acc": 0.601010101010101, + "train_size": 84, + "val_size": 54, + "test_size": 198, + "stats": { + "mean": [ + [ + 0.013150064285714266, + 0.030534154761904717, + -0.03497671428571443, + -0.05455450000000004, + -0.07806762144047612, + 0.0146216491309523, + 0.00923791428571434 + ] + ], + "std": [ + [ + 0.9944073468449054, + 1.0029903172616768, + 0.8958309259021103, + 1.0, + 1.0494215334470565, + 0.9464416656581703, + 0.9697251209067621 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 8, + "depth": 4, + "padding": 14, + "parameters": 655, + "cert_evals": { + "36": 0.4898989796638489, + "72": 0.3333333432674408, + "108": 0.17171716690063477, + "255": 0.03030303120613098 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ecoli/fold_1/result.json b/UCI_N4/ortho/runs/ecoli/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d37d1244dba531c22e411ee3e4cca177fe268473 --- /dev/null +++ b/UCI_N4/ortho/runs/ecoli/fold_1/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 55, + "best_val_acc": 0.45614035087719296, + "test_acc": 0.46153846153846156, + "train_size": 84, + "val_size": 57, + "test_size": 195, + "stats": { + "mean": [ + [ + 0.05841213633333324, + 0.009642500000000023, + -0.1049293571428573, + -0.05455450000000004, + -0.13059923814285718, + -0.04276377619047619, + -0.11014530833333327 + ] + ], + "std": [ + [ + 1.0146171837993285, + 1.0844043612606449, + 0.6372989064356027, + 1.0, + 1.1282134026013562, + 0.9791745837868009, + 1.0002488772478277 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 8, + "depth": 4, + "padding": 14, + "parameters": 655, + "cert_evals": { + "36": 0.3282051384449005, + "72": 0.2102564126253128, + "108": 0.0923076942563057, + "255": 0.015384616330265999 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ecoli/fold_2/result.json b/UCI_N4/ortho/runs/ecoli/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d3891b864a1a562c58dae01464e5e78d35c0e586 --- /dev/null +++ b/UCI_N4/ortho/runs/ecoli/fold_2/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 89, + "best_val_acc": 0.7321428571428571, + "test_acc": 0.7448979591836735, + "train_size": 84, + "val_size": 56, + "test_size": 196, + "stats": { + "mean": [ + [ + -0.011315743142857089, + -0.03455130952380979, + -0.03497671428571443, + -0.05455450000000004, + 0.08828174398809528, + -0.05821374880952385, + -0.06637139999999996 + ] + ], + "std": [ + [ + 1.012351652595517, + 1.0330947119577754, + 0.8958309259021106, + 1.0, + 1.0026493882045864, + 0.9566088016671406, + 0.9710783614044303 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 8, + "depth": 4, + "padding": 14, + "parameters": 655, + "cert_evals": { + "36": 0.5255101919174194, + "72": 0.3877550959587097, + "108": 0.2857142686843872, + "255": 0.02551020309329033 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ecoli/fold_3/result.json b/UCI_N4/ortho/runs/ecoli/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..88e055e4aaf85eefece363556f58992f55755a43 --- /dev/null +++ b/UCI_N4/ortho/runs/ecoli/fold_3/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 13, + "best_val_acc": 0.5370370370370371, + "test_acc": 0.4444444444444444, + "train_size": 84, + "val_size": 54, + "test_size": 198, + "stats": { + "mean": [ + [ + -0.17523749880952394, + -0.0650854523809525, + -0.03497671428571443, + -0.05455450000000004, + 0.014348625000000045, + -0.16084512944047624, + -0.12776817619047612 + ] + ], + "std": [ + [ + 1.0115769923283313, + 0.9182494349544681, + 0.8958309259021106, + 1.0, + 1.1277230453570237, + 0.9641663228847202, + 0.9980600835386763 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 8, + "depth": 4, + "padding": 14, + "parameters": 655, + "cert_evals": { + "36": 0.2626262605190277, + "72": 0.07070706784725189, + "108": 0.04545454680919647, + "255": 0.01515151560306549 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/energy-y1/fold_0/result.json b/UCI_N4/ortho/runs/energy-y1/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d45b47d3a1f97223cde44c58d8d04c0d3ec2eb34 --- /dev/null +++ b/UCI_N4/ortho/runs/energy-y1/fold_0/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 14, + "best_val_acc": 0.8653846153846154, + "test_acc": 0.8495762711864406, + "train_size": 192, + "val_size": 104, + "test_size": 472, + "stats": { + "mean": [ + [ + 0.04037588177083325, + -0.02897297395833333, + -0.0555741354166667, + -0.0014130312499998996, + -0.01040988541666666, + 0.08845356250000003, + 0.019546906250001692, + 0.12425216145833322 + ] + ], + "std": [ + [ + 1.0503259507282519, + 1.0401598299798114, + 0.9566204676221528, + 1.0115106857597378, + 0.9992947803759471, + 0.9870322434122373, + 0.9626025350664883, + 1.0012373439432847 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.7288135886192322, + "72": 0.5317796468734741, + "108": 0.3093220293521881, + "255": 0.0042372881434857845 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/energy-y1/fold_1/result.json b/UCI_N4/ortho/runs/energy-y1/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..30e1e69b26b26c2462bfdc488fd920b5b2ec5aca --- /dev/null +++ b/UCI_N4/ortho/runs/energy-y1/fold_1/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 40, + "best_val_acc": 0.8560606060606061, + "test_acc": 0.8153153153153153, + "train_size": 192, + "val_size": 132, + "test_size": 444, + "stats": { + "mean": [ + [ + -0.035944025000000025, + 0.01883181770833327, + 0.02047402083333334, + 0.008475244791666782, + 2.3129646346357427e-18, + -9.25185853854297e-18, + -0.003910447916664952, + -0.010073338541666126 + ] + ], + "std": [ + [ + 0.9212095277307366, + 0.9229015509828643, + 1.0465139198851874, + 0.9891013465328523, + 0.9993489999999986, + 0.9993506559221339, + 0.9981490715102995, + 0.9882682016149288 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.7747747898101807, + "72": 0.7454954981803894, + "108": 0.6959459781646729, + "255": 0.18693694472312927 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/energy-y1/fold_2/result.json b/UCI_N4/ortho/runs/energy-y1/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..27cf7af935a8a5d9d6143f1f758d84b9871296d5 --- /dev/null +++ b/UCI_N4/ortho/runs/energy-y1/fold_2/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 34, + "best_val_acc": 0.8739495798319328, + "test_acc": 0.8643326039387309, + "train_size": 192, + "val_size": 119, + "test_size": 457, + "stats": { + "mean": [ + [ + -0.06401001406250006, + 0.06953358854166669, + -4.583333333418871e-07, + 0.0678050677083333, + -0.0624593125, + 0.10707533333333334, + 0.011727677083334845, + -0.026863999999998927 + ] + ], + "std": [ + [ + 0.9971640605357807, + 1.016537043200003, + 0.9590898709257725, + 0.9858397966646458, + 0.997395236645448, + 0.9977770953987608, + 1.0267126976352656, + 1.0236092624260158 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.7943107485771179, + "72": 0.6630197167396545, + "108": 0.5733041763305664, + "255": 0.19912472367286682 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/energy-y1/fold_3/result.json b/UCI_N4/ortho/runs/energy-y1/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..35b1ff50fbbb72b19237c05c49a59401b7562b90 --- /dev/null +++ b/UCI_N4/ortho/runs/energy-y1/fold_3/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.8771929824561403, + "test_acc": 0.8571428571428571, + "train_size": 192, + "val_size": 114, + "test_size": 462, + "stats": { + "mean": [ + [ + -0.09306050364583336, + 0.10140363020833336, + 0.038023541666666646, + 0.08051876041666675, + -0.06245931250000001, + 4.166666664589166e-08, + 0.16615551562499892, + 0.11081956770833301 + ] + ], + "std": [ + [ + 1.0103381574343495, + 1.0260340528127347, + 0.9660180839931469, + 0.9757962633490739, + 0.997395236645448, + 0.9993506559221341, + 0.9513965888850403, + 0.9859377713172496 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.7532467246055603, + "72": 0.6277056336402893, + "108": 0.5064935088157654, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/energy-y2/fold_0/result.json b/UCI_N4/ortho/runs/energy-y2/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c23fd44275ffdd3ea236583b3f025564ff5b6a32 --- /dev/null +++ b/UCI_N4/ortho/runs/energy-y2/fold_0/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 49, + "best_val_acc": 0.9051724137931034, + "test_acc": 0.8739130434782608, + "train_size": 192, + "val_size": 116, + "test_size": 460, + "stats": { + "mean": [ + [ + 0.0009850791666666432, + 0.010139916666666622, + 0.032173687500000006, + -0.005650822916666537, + 0.010409885416666669, + -0.06052093749999998, + -0.02541311979166509, + 0.0537312500000005 + ] + ], + "std": [ + [ + 1.0456101033083376, + 1.0498619980358046, + 0.9456106661428212, + 0.9965179021332218, + 0.999294780375947, + 1.0222397484588055, + 1.030433216371699, + 0.995731298264168 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.7999999523162842, + "72": 0.7260869145393372, + "108": 0.615217387676239, + "255": 0.3695651888847351 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/energy-y2/fold_1/result.json b/UCI_N4/ortho/runs/energy-y2/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..035ee995244fadc4dabfb60584d54a06f058813e --- /dev/null +++ b/UCI_N4/ortho/runs/energy-y2/fold_1/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.8852459016393442, + "test_acc": 0.8546255506607929, + "train_size": 192, + "val_size": 122, + "test_size": 454, + "stats": { + "mean": [ + [ + 0.07533532916666669, + -0.059394307291666594, + -0.017550052083333306, + -0.04944196875000006, + 0.031229656250000005, + -0.004655374999999985, + 0.06255218750000145, + 1.1510416676625372e-06 + ] + ], + "std": [ + [ + 1.0729275910612097, + 1.0653863321722707, + 0.9433869502795601, + 1.0190501631365936, + 0.998860917431203, + 0.9951670891648171, + 1.0163359360027204, + 1.0396997731000648 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.8215858936309814, + "72": 0.7555065751075745, + "108": 0.691629946231842, + "255": 0.12334801256656647 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/energy-y2/fold_2/result.json b/UCI_N4/ortho/runs/energy-y2/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..594742fdf7917afe4cccebeeb70e3276e9806c7b --- /dev/null +++ b/UCI_N4/ortho/runs/energy-y2/fold_2/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 16, + "best_val_acc": 0.8442622950819673, + "test_acc": 0.8612334801762115, + "train_size": 192, + "val_size": 122, + "test_size": 454, + "stats": { + "mean": [ + [ + -0.0004920619791667415, + 0.007242729166666742, + -0.020474875000000007, + 0.016951052083333352, + 2.3129646346357427e-18, + 0.004655458333333339, + 0.11924057812500127, + 0.06380555208333295 + ] + ], + "std": [ + [ + 1.0283618263304504, + 1.0335770524750947, + 0.8923225124501564, + 0.9833589680412395, + 0.9993489999999986, + 1.0280747733173587, + 0.9999909373553216, + 0.955311666538388 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.7863435745239258, + "72": 0.7202643156051636, + "108": 0.6806167364120483, + "255": 0.3700440526008606 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/energy-y2/fold_3/result.json b/UCI_N4/ortho/runs/energy-y2/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d8fcad3ece2e88cbc861df1e2a15d70b2c92901a --- /dev/null +++ b/UCI_N4/ortho/runs/energy-y2/fold_3/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.8230088495575221, + "test_acc": 0.8336933045356372, + "train_size": 192, + "val_size": 113, + "test_size": 463, + "stats": { + "mean": [ + [ + -0.045791585416666704, + 0.053598781249999984, + 0.038023489583333334, + 0.0339023333333334, + -0.04163954166666667, + 0.013966291666666672, + 0.03909468750000155, + 0.06716386458333357 + ] + ], + "std": [ + [ + 1.0190772752310013, + 1.0258162287916472, + 1.0141309105461986, + 1.0041302689502694, + 0.998481132706467, + 0.9782096135772306, + 0.997298911424109, + 1.0244022864972453 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.7904967665672302, + "72": 0.7149028182029724, + "108": 0.6112310886383057, + "255": 0.05831533297896385 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/fertility/fold_0/result.json b/UCI_N4/ortho/runs/fertility/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5d53e85d8ef77cd1789d748f389a9a6d8a30a021 --- /dev/null +++ b/UCI_N4/ortho/runs/fertility/fold_0/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.8333333333333334, + "test_acc": 0.7017543859649122, + "train_size": 25, + "val_size": 18, + "test_size": 57, + "stats": { + "mean": [ + [ + -0.050080199999999984, + -0.12364147839999998, + 0.14793016000000006, + -0.32071263999999977, + 0.1791338, + -0.12053400000000013, + 0.5731312000000003, + -0.16074628000000002, + 0.03862860000000002 + ] + ], + "std": [ + [ + 1.0236052735742232, + 0.8512034434759349, + 0.8026475169365781, + 0.9000012058569202, + 0.9750796495625166, + 0.7418187080757671, + 0.7460504646830267, + 0.9966002512278438, + 0.8297482471350933 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.4736842215061188, + "72": 0.17543859779834747, + "108": 0.07017543911933899, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/fertility/fold_1/result.json b/UCI_N4/ortho/runs/fertility/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2bcfb7156bd3005b03d3e6ca86e2b7e9cb493fa9 --- /dev/null +++ b/UCI_N4/ortho/runs/fertility/fold_1/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.8571428571428571, + "test_acc": 0.8852459016393442, + "train_size": 25, + "val_size": 14, + "test_size": 61, + "stats": { + "mean": [ + [ + 0.08396883999999995, + 0.0741850816, + -0.08875767999999994, + 0.16035823999999999, + -0.2985557199999999, + 0.017217679999999954, + -0.28656639999999994, + -0.012364960000000034, + 7.200000000029405e-07 + ] + ], + "std": [ + [ + 0.9493769176881722, + 1.0402868069724176, + 1.0846399428755964, + 1.0014288942292522, + 0.95537904, + 1.089027811624688, + 1.008650391054026, + 0.9817617018642958, + 0.9407763787630519 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.8852458596229553, + "72": 0.8852458596229553, + "108": 0.8032786250114441, + "255": 0.1803278625011444 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/fertility/fold_2/result.json b/UCI_N4/ortho/runs/fertility/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f8ee104fdf7108bc8d3d328cfdd9a12ebf6e6c18 --- /dev/null +++ b/UCI_N4/ortho/runs/fertility/fold_2/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.65, + "test_acc": 0.6181818181818182, + "train_size": 25, + "val_size": 20, + "test_size": 55, + "stats": { + "mean": [ + [ + -0.15099352, + 0.04121466079999998, + 0.029586240000000055, + 0.16035823999999999, + -0.059710959999999924, + 0.29272248000000006, + 0.09552136000000001, + -0.25966716, + -0.27897695999999994 + ] + ], + "std": [ + [ + 0.9753651401849921, + 1.00304651742069, + 0.9614305510351658, + 1.001428894229252, + 0.9943900320852971, + 0.9593333711047946, + 0.911221690762852, + 0.8623722386522275, + 0.6562133354788506 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.49090906977653503, + "72": 0.27272725105285645, + "108": 0.12727272510528564, + "255": 0.0181818176060915 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/fertility/fold_3/result.json b/UCI_N4/ortho/runs/fertility/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..301d529d0ad653672bac88046c6e529f2366f1dc --- /dev/null +++ b/UCI_N4/ortho/runs/fertility/fold_3/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 18, + "best_val_acc": 0.8181818181818182, + "test_acc": 0.796875, + "train_size": 25, + "val_size": 11, + "test_size": 64, + "stats": { + "mean": [ + [ + -0.05008016, + 0.16980184160000003, + 0.029586240000000055, + -0.08017719999999987, + -0.13932587999999993, + 0.22384639999999986, + -0.19104464, + 0.23493724, + -0.28326872000000003 + ] + ], + "std": [ + [ + 0.967192993888714, + 1.0029056548149258, + 0.9614305510351658, + 0.981981821759731, + 0.9879951745516705, + 0.9393450743392652, + 0.9552200000001204, + 1.0881296800000002, + 0.6448658384270962 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.71875, + "72": 0.609375, + "108": 0.53125, + "255": 0.015625 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/flags/fold_0/result.json b/UCI_N4/ortho/runs/flags/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2ce4d82ddb1a5cbdcd3dfde94e91de042d99f824 --- /dev/null +++ b/UCI_N4/ortho/runs/flags/fold_0/result.json @@ -0,0 +1,86 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.37037037037037035, + "test_acc": 0.40336134453781514, + "train_size": 48, + "val_size": 27, + "test_size": 119, + "stats": { + "mean": [ + [ + 0.2352414791666667, + -0.14561693750000007, + 0.1764680979166667, + 0.11582924333333333, + 0.0278278833333333, + 0.04467812499999988, + -0.14742766666666676, + -0.14850950000000007, + 0.10914166666666664, + 0.020176562500000023, + -0.14527287500000005, + -0.021462375000000023, + -0.005958499999999978, + -0.18136456250000013, + -0.1484010833333332, + -0.13407733333333335, + -0.14238879166666651, + -0.06353299999999999, + 0.039132958333333315, + 0.23061385416666677, + 0.16322545416666676, + 0.20470881250000014, + -0.04084762500000006, + -0.005915999999999931, + -0.08552499999999989, + 0.003115083333333317, + -0.00012200000000005262, + 0.016370875000000003 + ] + ], + "std": [ + [ + 0.9423798810959939, + 0.9424971000607776, + 1.1257258803436931, + 1.5640772168523231, + 0.9974256598053217, + 1.129307049644929, + 1.052031616542435, + 0.7965270829416287, + 0.9104918487062668, + 0.9984666452987403, + 0.9898063223282548, + 0.9958585433814053, + 1.0008837456871553, + 0.8789136023594675, + 0.8091964732150918, + 0.9827727342487288, + 0.6596688427296609, + 0.858146791992489, + 1.050181614737104, + 1.5175473203808312, + 0.8994410282874392, + 1.317453200121319, + 0.9530138431587623, + 0.994027422565394, + 0.9275008724551151, + 1.0021317232904448, + 0.9667438830883966, + 0.9280632223285767 + ] + ] + }, + "width": 128, + "in_features": 28, + "out_features": 8, + "depth": 4, + "padding": 56, + "parameters": 8467, + "cert_evals": { + "36": 0.18487395346164703, + "72": 0.06722689419984818, + "108": 0.042016807943582535, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/flags/fold_1/result.json b/UCI_N4/ortho/runs/flags/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4a39cc7edd0490aeab369fd414cfeaae99eafd65 --- /dev/null +++ b/UCI_N4/ortho/runs/flags/fold_1/result.json @@ -0,0 +1,86 @@ +{ + "best_epoch": 40, + "best_val_acc": 0.3793103448275862, + "test_acc": 0.358974358974359, + "train_size": 48, + "val_size": 29, + "test_size": 117, + "stats": { + "mean": [ + [ + 0.19499710416666668, + -0.0022983958333333797, + -0.02790886250000002, + 0.11650907499999995, + -0.06750504166666671, + -0.11583450000000012, + -0.10268268750000005, + 0.02775170833333333, + 0.26183579166666643, + -0.02146237499999999, + -0.14527287500000005, + 0.27001018749999983, + -0.10226858333333351, + 0.10011306249999985, + -0.3313875208333335, + -0.17088533333333333, + -0.18737783333333316, + -0.06353299999999996, + 0.03913295833333332, + -0.008377395833333351, + -0.026332812499999955, + -0.15468943749999978, + 0.07922083333333325, + 0.13755950000000008, + -0.03367612499999993, + 0.07865360416666665, + 0.0827322729166666, + -0.1398202291666666 + ] + ], + "std": [ + [ + 1.0149211380035321, + 1.0106590573641523, + 0.800987362794606, + 1.5710238762349773, + 0.9911412389198323, + 0.8417359860573123, + 0.7550650019137193, + 0.8454707572998891, + 0.7463117905961775, + 0.9958585433814053, + 0.9898063223282548, + 0.9774069853377493, + 1.0506189728199082, + 1.04374696833814, + 0.41816393735262497, + 0.8196612593038392, + 0.596847083543995, + 0.8581467919924893, + 1.050181614737104, + 0.8097533539243018, + 0.6013621428718394, + 0.6159775664971462, + 1.073924939147738, + 1.064042786035294, + 0.9713883617826264, + 1.1076121378365742, + 1.021768139613268, + 0.8455337132759265 + ] + ] + }, + "width": 128, + "in_features": 28, + "out_features": 8, + "depth": 4, + "padding": 56, + "parameters": 8467, + "cert_evals": { + "36": 0.23076924681663513, + "72": 0.17094017565250397, + "108": 0.111111119389534, + "255": 0.05982906371355057 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/flags/fold_2/result.json b/UCI_N4/ortho/runs/flags/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a23d40cb178cf181dcafb6caea4e886b7f30a379 --- /dev/null +++ b/UCI_N4/ortho/runs/flags/fold_2/result.json @@ -0,0 +1,86 @@ +{ + "best_epoch": 38, + "best_val_acc": 0.46153846153846156, + "test_acc": 0.325, + "train_size": 48, + "val_size": 26, + "test_size": 120, + "stats": { + "mean": [ + [ + 0.0340199583333333, + 0.10917162499999984, + -0.07162090208333334, + 0.06506778333333332, + -0.10921322916666676, + 0.12493452083333324, + 0.013654270833333296, + 0.15594170833333318, + -0.04355245833333338, + -0.021462374999999978, + 0.104134875, + 0.02017656249999995, + 0.1385066249999999, + 0.053200124999999876, + 0.09558083333333343, + 0.3076187916666668, + 0.17253487500000028, + 0.15269966666666668, + 0.1823765416666667, + 0.13501729166666662, + 0.262743825, + -0.06483987499999996, + 0.19928929166666667, + -0.1015663333333332, + -0.03367612499999994, + 0.07865360416666677, + 0.23660444999999997, + 0.06843458333333337 + ] + ], + "std": [ + [ + 1.0728446319744602, + 1.004997765945125, + 0.6738313483909325, + 1.1276322526496132, + 0.9889360364810051, + 1.0737570402474663, + 1.2301542970075396, + 1.0335005003320021, + 1.0268293591046207, + 0.9958585433814053, + 0.9898063223282548, + 0.9984666452987404, + 0.9021844164633743, + 1.0235194592787966, + 1.0911203018947113, + 1.043398618770709, + 1.428359917728367, + 1.0537876663148145, + 1.2133500974257005, + 0.931759019467099, + 1.699034990837401, + 0.8618067283867119, + 1.170282570673264, + 0.9322841280124254, + 0.9713883617826267, + 1.1076121378365744, + 1.009283746545842, + 1.0092164745858712 + ] + ] + }, + "width": 128, + "in_features": 28, + "out_features": 8, + "depth": 4, + "padding": 56, + "parameters": 8467, + "cert_evals": { + "36": 0.24166667461395264, + "72": 0.15833334624767303, + "108": 0.10000000894069672, + "255": 0.02500000223517418 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/flags/fold_3/result.json b/UCI_N4/ortho/runs/flags/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a807769b072b59313435c30067f139e6a28e0e2c --- /dev/null +++ b/UCI_N4/ortho/runs/flags/fold_3/result.json @@ -0,0 +1,86 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.1935483870967742, + "test_acc": 0.3391304347826087, + "train_size": 48, + "val_size": 31, + "test_size": 115, + "stats": { + "mean": [ + [ + 0.060849604166666675, + -0.11376839583333333, + -0.09783850416666667, + -0.09356036875000003, + 0.22445235416666667, + 0.024614104166666605, + 0.0762974583333333, + 0.09184660416666661, + -0.14534854166666666, + -0.021462374999999978, + 0.18727079166666663, + 0.061815500000000016, + 0.042196541666666705, + 0.10011306249999992, + -0.08740560416666669, + 0.0008853750000000308, + -0.1423887916666665, + -0.06353283333333333, + -0.10411062500000007, + -0.056175625000000166, + 0.25800489583333336, + -0.15468943749999986, + 0.07922083333333328, + -0.10156633333333316, + -0.08552499999999985, + 0.0031150833333333725, + -0.1421576375, + 0.0684342083333334 + ] + ], + "std": [ + [ + 1.0293582077836319, + 0.9794406225141076, + 0.6268224867254953, + 0.3684227553507345, + 1.025591356541465, + 1.1118837703058688, + 1.0365020313045694, + 1.0275207215403601, + 1.0856923338143685, + 0.9958585433814053, + 0.9757408637342995, + 0.9993344999999996, + 0.9714914160365958, + 1.0437469683381402, + 0.8943692877865511, + 1.023515389848972, + 0.6596688427296608, + 1.0084428269148291, + 0.8321700190516114, + 0.7587733649056444, + 1.7047553305488228, + 0.615977566497146, + 1.073924939147738, + 0.9322841280124254, + 0.9275008724551151, + 1.0021317232904448, + 0.8580294890796403, + 1.071739861024061 + ] + ] + }, + "width": 128, + "in_features": 28, + "out_features": 8, + "depth": 4, + "padding": 56, + "parameters": 8467, + "cert_evals": { + "36": 0.21739129722118378, + "72": 0.09565217047929764, + "108": 0.0260869562625885, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/glass/fold_0/result.json b/UCI_N4/ortho/runs/glass/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..27c4037fd0b7ddd32eccf24c38cfcfddeadff73f --- /dev/null +++ b/UCI_N4/ortho/runs/glass/fold_0/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 35, + "best_val_acc": 0.6216216216216216, + "test_acc": 0.5241935483870968, + "train_size": 53, + "val_size": 37, + "test_size": 124, + "stats": { + "mean": [ + [ + 0.012939788679245282, + 0.04699466943396226, + 0.04250909433962263, + -0.01625201207547179, + -0.03750319433962267, + -0.18787082075471698, + 0.06524139433962263, + -0.040507150943396124, + -0.2307195471698114 + ] + ], + "std": [ + [ + 0.801738486196533, + 0.8467082620054888, + 0.9820084649167357, + 0.9338214241369891, + 0.8598618475288062, + 0.3955791139166082, + 0.8724031270593463, + 0.8657099216828293, + 0.7013424696367202 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 6, + "depth": 4, + "padding": 18, + "parameters": 981, + "cert_evals": { + "36": 0.33870965242385864, + "72": 0.16935482621192932, + "108": 0.15322580933570862, + "255": 0.04032257944345474 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/glass/fold_1/result.json b/UCI_N4/ortho/runs/glass/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..886d8e2079c65744f38c9b27edec1dc24a0d1f43 --- /dev/null +++ b/UCI_N4/ortho/runs/glass/fold_1/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 23, + "best_val_acc": 0.16666666666666666, + "test_acc": 0.21374045801526717, + "train_size": 53, + "val_size": 30, + "test_size": 131, + "stats": { + "mean": [ + [ + -0.06851211245283018, + -0.15009423962264148, + 0.02275701132075471, + -0.11148559811320762, + 0.16614626415094338, + 0.138459841509434, + -0.08099267547169811, + 0.036904622641509635, + -0.12809118867924535 + ] + ], + "std": [ + [ + 0.8515731555985958, + 0.9581970001358434, + 0.9640671504859841, + 0.9248622429706228, + 0.9755758770264732, + 1.357781655818288, + 0.8022445220282372, + 1.1525134057528226, + 0.8492428385949199 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 6, + "depth": 4, + "padding": 18, + "parameters": 981, + "cert_evals": { + "36": 0.12977099418640137, + "72": 0.07633587718009949, + "108": 0.06106870248913765, + "255": 0.007633587811142206 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/glass/fold_2/result.json b/UCI_N4/ortho/runs/glass/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..cd989cc184f744046ca4343beff8507aac0ada50 --- /dev/null +++ b/UCI_N4/ortho/runs/glass/fold_2/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.3076923076923077, + "test_acc": 0.16296296296296298, + "train_size": 53, + "val_size": 26, + "test_size": 135, + "stats": { + "mean": [ + [ + 0.17342035830188673, + 0.10083030188679246, + -0.0808434981132076, + -0.019653658490565933, + -0.19072764905660378, + 0.02794728113207545, + 0.12344338867924527, + -0.06403424528301871, + 0.22045922641509424 + ] + ], + "std": [ + [ + 1.2137577085998512, + 0.8431029761509528, + 1.0333305367739407, + 1.0160914345283907, + 1.0137208401349003, + 1.2887142840709145, + 1.1306321303495666, + 0.9397607053756946, + 1.2490718777482173 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 6, + "depth": 4, + "padding": 18, + "parameters": 981, + "cert_evals": { + "36": 0.11851851642131805, + "72": 0.1111111119389534, + "108": 0.10370370000600815, + "255": 0.03703703731298447 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/glass/fold_3/result.json b/UCI_N4/ortho/runs/glass/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..64a0407e454e4e8f6d4f08eb171f99660147f2e5 --- /dev/null +++ b/UCI_N4/ortho/runs/glass/fold_3/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 57, + "best_val_acc": 0.4642857142857143, + "test_acc": 0.37593984962406013, + "train_size": 53, + "val_size": 28, + "test_size": 133, + "stats": { + "mean": [ + [ + -0.09789963037735849, + -0.25360606113207534, + -0.0009194132075472026, + 0.04837090226415086, + 0.10451545471698113, + 0.3782897773584904, + -0.08351155283018871, + -0.02570778301886777, + 0.11976666037735839 + ] + ], + "std": [ + [ + 0.9830235331660265, + 0.9613168258565478, + 1.0022618468949342, + 0.9817559883419383, + 1.0203488325490284, + 1.7842263867081236, + 1.0422858738909424, + 0.9054813684433138, + 1.1073266176346976 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 6, + "depth": 4, + "padding": 18, + "parameters": 981, + "cert_evals": { + "36": 0.12781955301761627, + "72": 0.060150377452373505, + "108": 0.02255639061331749, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/haberman-survival/fold_0/result.json b/UCI_N4/ortho/runs/haberman-survival/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f66cb9358141a08986759e4ef3b10046ecd9368c --- /dev/null +++ b/UCI_N4/ortho/runs/haberman-survival/fold_0/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 4, + "best_val_acc": 0.6956521739130435, + "test_acc": 0.7065217391304348, + "train_size": 76, + "val_size": 46, + "test_size": 184, + "stats": { + "mean": [ + [ + 0.056303715789473636, + 0.11814425789473684, + 0.07505885618421046 + ] + ], + "std": [ + [ + 1.071529133459213, + 0.9640121301272397, + 1.1153002449883138 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 285, + "cert_evals": { + "36": 0.15760870277881622, + "72": 0.08152174204587936, + "108": 0.021739130839705467, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/haberman-survival/fold_1/result.json b/UCI_N4/ortho/runs/haberman-survival/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d0f53752ba612f26527fdf1000e5bd48490d8be7 --- /dev/null +++ b/UCI_N4/ortho/runs/haberman-survival/fold_1/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.8604651162790697, + "test_acc": 0.679144385026738, + "train_size": 76, + "val_size": 43, + "test_size": 187, + "stats": { + "mean": [ + [ + 0.10623882105263147, + 0.09384808421052634, + 0.007344408815789407 + ] + ], + "std": [ + [ + 1.0605035134671559, + 1.0869710980458733, + 1.1078408305262222 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 285, + "cert_evals": { + "36": 0.3689839541912079, + "72": 0.03743315488100052, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/haberman-survival/fold_2/result.json b/UCI_N4/ortho/runs/haberman-survival/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9c796d8ef48c91197b0cbf114d2f5fad3d92bd92 --- /dev/null +++ b/UCI_N4/ortho/runs/haberman-survival/fold_2/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 66, + "best_val_acc": 0.8113207547169812, + "test_acc": 0.6440677966101694, + "train_size": 76, + "val_size": 53, + "test_size": 177, + "stats": { + "mean": [ + [ + 0.06604734605263156, + -0.015483576315789458, + 0.01100456263157891 + ] + ], + "std": [ + [ + 1.0531764871263751, + 0.9959949318361989, + 0.8640777726923776 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 285, + "cert_evals": { + "36": 0.26553672552108765, + "72": 0.10169491171836853, + "108": 0.03954802453517914, + "255": 0.005649717524647713 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/haberman-survival/fold_3/result.json b/UCI_N4/ortho/runs/haberman-survival/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1a29f786200a7fbce309a7f1884254c321d7f25a --- /dev/null +++ b/UCI_N4/ortho/runs/haberman-survival/fold_3/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.7567567567567568, + "test_acc": 0.7564766839378239, + "train_size": 76, + "val_size": 37, + "test_size": 193, + "stats": { + "mean": [ + [ + -0.03016957763157897, + -0.13291423947368405, + 0.01283475092105254 + ] + ], + "std": [ + [ + 1.0380766725977404, + 1.0963438485094303, + 1.0823191968380823 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 285, + "cert_evals": { + "36": 0.2797927260398865, + "72": 0.13989636301994324, + "108": 0.02590673416852951, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/hayes-roth/fold_0/result.json b/UCI_N4/ortho/runs/hayes-roth/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..66dc49b94a3be951656494a8b04b4ae34a97916a --- /dev/null +++ b/UCI_N4/ortho/runs/hayes-roth/fold_0/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 34, + "best_val_acc": 0.5294117647058824, + "test_acc": 0.5204081632653061, + "train_size": 28, + "val_size": 34, + "test_size": 98, + "stats": { + "mean": [ + [ + -2.0777030889413645e-15, + -2.0142617732484982e-15, + -2.0142617732484982e-15 + ] + ], + "std": [ + [ + 0.9711863730167035, + 0.9711863730167036, + 0.9711863730167035 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 296, + "cert_evals": { + "36": 0.36734694242477417, + "72": 0.09183673560619354, + "108": 0.010204081423580647, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/hayes-roth/fold_1/result.json b/UCI_N4/ortho/runs/hayes-roth/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e1d482759602dcbaadf4e22f8a7e64bc48ef564b --- /dev/null +++ b/UCI_N4/ortho/runs/hayes-roth/fold_1/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.2, + "test_acc": 0.16822429906542055, + "train_size": 28, + "val_size": 25, + "test_size": 107, + "stats": { + "mean": [ + [ + -2.0777030889413645e-15, + -2.0142617732484982e-15, + -2.0142617732484982e-15 + ] + ], + "std": [ + [ + 0.9711863730167035, + 0.9711863730167036, + 0.9711863730167035 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 296, + "cert_evals": { + "36": 0.13084112107753754, + "72": 0.009345794096589088, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/hayes-roth/fold_2/result.json b/UCI_N4/ortho/runs/hayes-roth/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5a0dd3e9de120ca6cd0ab0f92648f1b6e6f080b0 --- /dev/null +++ b/UCI_N4/ortho/runs/hayes-roth/fold_2/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5, + "test_acc": 0.375, + "train_size": 28, + "val_size": 28, + "test_size": 104, + "stats": { + "mean": [ + [ + -2.0777030889413645e-15, + -2.0142617732484982e-15, + -2.0142617732484982e-15 + ] + ], + "std": [ + [ + 0.9711863730167035, + 0.9711863730167036, + 0.9711863730167035 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 296, + "cert_evals": { + "36": 0.317307710647583, + "72": 0.317307710647583, + "108": 0.11538462340831757, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/hayes-roth/fold_3/result.json b/UCI_N4/ortho/runs/hayes-roth/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ca5a80bb88425384e5f6c7768a5f41f3cd5f39d4 --- /dev/null +++ b/UCI_N4/ortho/runs/hayes-roth/fold_3/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 30, + "best_val_acc": 0.4642857142857143, + "test_acc": 0.5192307692307693, + "train_size": 28, + "val_size": 28, + "test_size": 104, + "stats": { + "mean": [ + [ + -2.0777030889413645e-15, + -2.0142617732484982e-15, + -2.0142617732484982e-15 + ] + ], + "std": [ + [ + 0.9711863730167035, + 0.9711863730167036, + 0.9711863730167035 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 296, + "cert_evals": { + "36": 0.21153846383094788, + "72": 0.11538462340831757, + "108": 0.01923076994717121, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-cleveland/fold_0/result.json b/UCI_N4/ortho/runs/heart-cleveland/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..cfbd81d58d001b32ad128fc564d5d8be0db2ed18 --- /dev/null +++ b/UCI_N4/ortho/runs/heart-cleveland/fold_0/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 18, + "best_val_acc": 0.6111111111111112, + "test_acc": 0.47398843930635837, + "train_size": 76, + "val_size": 54, + "test_size": 173, + "stats": { + "mean": [ + [ + 0.025679380263157865, + 0.06560718421052641, + -0.04165710526315796, + 0.12079876315789474, + -0.05836617236842103, + 0.21103164473684244, + 0.009953435000000009, + -0.04552891578947369, + -0.07930921052631572, + 0.018019449999999958, + -0.1633495263157895, + 0.1490460526315791, + 0.1173184736842107 + ] + ], + "std": [ + [ + 0.8936682722687875, + 0.9705101476202265, + 1.0410809532354568, + 0.9713482365754217, + 1.0046131234392313, + 1.1698900228292355, + 0.991743905598925, + 1.063967410026795, + 0.9653541002995567, + 0.9670845428420584, + 0.8530269008877411, + 1.0419737091060064, + 0.9887800977718967 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 5, + "depth": 4, + "padding": 26, + "parameters": 1906, + "cert_evals": { + "36": 0.35260114073753357, + "72": 0.22543352842330933, + "108": 0.11560693383216858, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-cleveland/fold_1/result.json b/UCI_N4/ortho/runs/heart-cleveland/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0edccdb097ade47089ddd1190853d89f82aa2836 --- /dev/null +++ b/UCI_N4/ortho/runs/heart-cleveland/fold_1/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 44, + "best_val_acc": 0.4186046511627907, + "test_acc": 0.3858695652173913, + "train_size": 76, + "val_size": 43, + "test_size": 184, + "stats": { + "mean": [ + [ + -0.2101489736842105, + 0.09376453947368439, + -0.1649965789473685, + -0.03545365789473685, + -0.1381618, + 0.02633263157894729, + -0.1355152364473684, + -0.028272514473684226, + 0.060729605263158, + -0.12137016052631582, + 0.02882180263157893, + -0.062184184210526385, + -0.10297684210526317 + ] + ], + "std": [ + [ + 0.9630708106281646, + 0.9569359106048417, + 1.0685892850045124, + 0.9716813782156916, + 0.8933102337559928, + 1.0237058396713807, + 0.987768251139324, + 1.0505795881681008, + 1.018728244712418, + 0.800844776889746, + 0.9838325491030496, + 0.9678759361024273, + 0.9824728943441249 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 5, + "depth": 4, + "padding": 26, + "parameters": 1906, + "cert_evals": { + "36": 0.28260868787765503, + "72": 0.1195652186870575, + "108": 0.02717391401529312, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-cleveland/fold_2/result.json b/UCI_N4/ortho/runs/heart-cleveland/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..aafa3cab49fffa081b566bc6febc0d5e6ca18522 --- /dev/null +++ b/UCI_N4/ortho/runs/heart-cleveland/fold_2/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.5263157894736842, + "test_acc": 0.5588235294117647, + "train_size": 76, + "val_size": 57, + "test_size": 170, + "stats": { + "mean": [ + [ + 0.009666096052631561, + 0.12192189473684223, + -0.04165730263157901, + -0.053396460526315796, + 0.009485552631578952, + -0.08448677631578952, + -0.12229084131578946, + 0.029248118421052637, + 0.0887373684210527, + 0.14607715657894724, + 0.007469368421052609, + 0.13496389473684212, + -0.016193828947368444 + ] + ], + "std": [ + [ + 0.991747257977119, + 0.9423253440641232, + 1.054702252215874, + 1.01578753443219, + 0.912628998922061, + 0.9070959475884481, + 0.9828872816770845, + 1.0215811465249889, + 1.026781557739585, + 1.110916508206595, + 1.0555936285886078, + 1.1293737151568792, + 0.9751655205627294 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 5, + "depth": 4, + "padding": 26, + "parameters": 1906, + "cert_evals": { + "36": 0.47647058963775635, + "72": 0.38823530077934265, + "108": 0.3176470696926117, + "255": 0.06470588594675064 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-cleveland/fold_3/result.json b/UCI_N4/ortho/runs/heart-cleveland/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d81329ab11af6ca01d834ed7b5b380a4446ee5a4 --- /dev/null +++ b/UCI_N4/ortho/runs/heart-cleveland/fold_3/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.5135135135135135, + "test_acc": 0.4, + "train_size": 76, + "val_size": 37, + "test_size": 190, + "stats": { + "mean": [ + [ + 0.009666401315789493, + -0.1314943026315789, + -0.027953026315789546, + -0.017510736842105287, + 0.14569758815789477, + -0.12142657894736847, + 0.16864663157894735, + 0.0298232342105263, + 0.032721842105263264, + -0.0567749657894737, + -0.14199722368421067, + 0.050471736842105284, + -0.002842618421052697 + ] + ], + "std": [ + [ + 1.037308935092612, + 1.039536608942455, + 1.0731491570199134, + 0.9857713056853448, + 1.1678879570276746, + 0.8615768485992676, + 0.9924490204448371, + 1.0295305309669156, + 1.0098342617684068, + 1.0125711830157138, + 0.967005700282042, + 1.1226814635925688, + 0.9876978299691207 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 5, + "depth": 4, + "padding": 26, + "parameters": 1906, + "cert_evals": { + "36": 0.25789475440979004, + "72": 0.10000000149011612, + "108": 0.031578950583934784, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-hungarian/fold_0/result.json b/UCI_N4/ortho/runs/heart-hungarian/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..fa2b2438693a9bfb6ac1f496af4838eeb81b46db --- /dev/null +++ b/UCI_N4/ortho/runs/heart-hungarian/fold_0/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.8823529411764706, + "test_acc": 0.8021390374331551, + "train_size": 73, + "val_size": 34, + "test_size": 187, + "stats": { + "mean": [ + [ + 0.0800741506849315, + 0.187091506849315, + 0.14536817123287665, + 0.057955123287671204, + 0.007548964931506878, + 0.0018470410958903167, + -0.026523986301369866, + -0.07145227945205493, + -0.002936657534246297, + 0.06359038356164397, + 0.03073776712328766, + -0.08100684931506869 + ] + ], + "std": [ + [ + 0.9987991948716954, + 0.8797143812899805, + 1.0138369657816542, + 1.004282733869356, + 1.1169105950079397, + 1.0014602608653556, + 0.9486883864181348, + 1.0204510052676476, + 0.9970306548239305, + 1.1098417855233023, + 1.0026671671379417, + 0.8754503895152498 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 2, + "depth": 4, + "padding": 24, + "parameters": 1565, + "cert_evals": { + "36": 0.7379679083824158, + "72": 0.6631016135215759, + "108": 0.5508021712303162, + "255": 0.04278074949979782 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-hungarian/fold_1/result.json b/UCI_N4/ortho/runs/heart-hungarian/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..362ae2bc5e29a3f63070f93bf36edf741bee798d --- /dev/null +++ b/UCI_N4/ortho/runs/heart-hungarian/fold_1/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 20, + "best_val_acc": 0.7435897435897436, + "test_acc": 0.8076923076923077, + "train_size": 73, + "val_size": 39, + "test_size": 182, + "stats": { + "mean": [ + [ + -0.03390847945205465, + 0.1564823287671232, + -0.05334468493150675, + 0.17270156164383563, + -0.14544580410958913, + -0.10677657534246586, + 0.03300201369863015, + 0.11938546301369855, + 0.026828767123288015, + 0.11635597260273989, + 0.11918921917808224, + -0.025584246575342404 + ] + ], + "std": [ + [ + 1.015281664085163, + 0.9028410442013451, + 1.0337121941577725, + 0.9152783215528201, + 0.8308188513709485, + 0.787052874670898, + 0.9862292931929137, + 0.8791726610331962, + 1.0093946605762534, + 0.9709004823896129, + 0.9957071278619543, + 0.9379507836223181 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 2, + "depth": 4, + "padding": 24, + "parameters": 1565, + "cert_evals": { + "36": 0.7747253179550171, + "72": 0.7307692766189575, + "108": 0.6318681240081787, + "255": 0.19780220091342926 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-hungarian/fold_2/result.json b/UCI_N4/ortho/runs/heart-hungarian/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f9b256e51a79d83e578082362a0c0966b476a465 --- /dev/null +++ b/UCI_N4/ortho/runs/heart-hungarian/fold_2/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.8809523809523809, + "test_acc": 0.7932960893854749, + "train_size": 73, + "val_size": 42, + "test_size": 179, + "stats": { + "mean": [ + [ + 0.14495649315068504, + 0.003436438356164301, + -0.06753834246575333, + 0.2389838082191781, + 0.03065915232876712, + -0.16108838356164396, + 0.03300202739726026, + 0.07263872739726036, + 0.02682876712328804, + -0.04947819178082209, + 0.0012539315068493056, + -0.05725431506849332 + ] + ], + "std": [ + [ + 0.9448396245451279, + 0.9965626371881349, + 0.9510883979986018, + 0.9219475695799935, + 0.863125052835077, + 0.6471998892994516, + 1.0497525444673081, + 0.9275566360232819, + 1.0093946605762534, + 0.8385071156366399, + 0.992646777404723, + 0.8922594920555511 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 2, + "depth": 4, + "padding": 24, + "parameters": 1565, + "cert_evals": { + "36": 0.7430167198181152, + "72": 0.6368715167045593, + "108": 0.5530726313591003, + "255": 0.12849161028862 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-hungarian/fold_3/result.json b/UCI_N4/ortho/runs/heart-hungarian/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5d4aac9a856dd9ce4d25896a1363070bdaac0d6a --- /dev/null +++ b/UCI_N4/ortho/runs/heart-hungarian/fold_3/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.8181818181818182, + "test_acc": 0.807909604519774, + "train_size": 73, + "val_size": 44, + "test_size": 177, + "stats": { + "mean": [ + [ + 0.03448108219178094, + 0.03404561643835607, + 0.2021428561643836, + -0.012603835616438326, + 0.012083080821917778, + 0.0018470410958903595, + 0.03300201369863012, + -0.05440366712328782, + 0.14589046575342487, + 0.0786663835616438, + 0.13393120547945203, + -0.05725438356164386 + ] + ], + "std": [ + [ + 0.9357023656034743, + 0.98044976884177, + 0.9447129008604433, + 0.8618425109620811, + 1.2011825380327528, + 1.0014602608653553, + 0.986229293192914, + 0.847254895689431, + 1.0489937022040874, + 1.0096312619774381, + 1.0380236400472438, + 0.844840730482065 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 2, + "depth": 4, + "padding": 24, + "parameters": 1565, + "cert_evals": { + "36": 0.7627118825912476, + "72": 0.6779661178588867, + "108": 0.5649717450141907, + "255": 0.028248587623238564 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-switzerland/fold_0/result.json b/UCI_N4/ortho/runs/heart-switzerland/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9c95f5cf93a1a347292d2d5516ee9a1303e78a09 --- /dev/null +++ b/UCI_N4/ortho/runs/heart-switzerland/fold_0/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.3888888888888889, + "test_acc": 0.20270270270270271, + "train_size": 31, + "val_size": 18, + "test_size": 74, + "stats": { + "mean": [ + [ + -0.03867648709677418, + 0.061165483870967645, + -0.031605645161290254, + -0.04727649354838697, + 0.12035961290322578, + 0.10471612903225812, + 0.10948048064516128, + 0.21947058064516128, + 0.24267312903225804, + 0.146339935483871, + 0.09546838709677423, + -0.14905170967741943 + ] + ], + "std": [ + [ + 1.1959209887023292, + 0.8952513255013157, + 1.0680537841920705, + 1.1526431663263934, + 1.2389629579337629, + 1.0370364433639812, + 0.8482163286791152, + 0.998704338537551, + 0.823971907762666, + 0.9616527651367163, + 1.172612838656165, + 1.0452475193168111 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 5, + "depth": 4, + "padding": 24, + "parameters": 1640, + "cert_evals": { + "36": 0.0810810849070549, + "72": 0.027027027681469917, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-switzerland/fold_1/result.json b/UCI_N4/ortho/runs/heart-switzerland/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6260d8ca7082b62c83597699eb6e6b008b2244ec --- /dev/null +++ b/UCI_N4/ortho/runs/heart-switzerland/fold_1/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.1111111111111111, + "test_acc": 0.14864864864864866, + "train_size": 31, + "val_size": 18, + "test_size": 74, + "stats": { + "mean": [ + [ + 0.38275906451612907, + -0.056386774193548456, + 0.015231451612903284, + 0.016496377419354898, + 0.2830434193548386, + -0.059711161290322494, + 0.04518695483870968, + -0.039474967741935506, + 0.10301854838709676, + -0.043132193548387085, + 0.0954683870967742, + -0.026422451612903276 + ] + ], + "std": [ + [ + 0.8537728993403316, + 1.0773842413872565, + 0.9891428503533505, + 0.8244718913923468, + 1.4910217148161218, + 1.0016724276385454, + 0.8092921347980535, + 0.9902763031378431, + 0.9512021337497041, + 1.1112826701924636, + 1.172612838656165, + 1.014523633801689 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 5, + "depth": 4, + "padding": 24, + "parameters": 1640, + "cert_evals": { + "36": 0.027027027681469917, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-switzerland/fold_2/result.json b/UCI_N4/ortho/runs/heart-switzerland/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5d89ff3db47d3b13c2e636f396a8cb51c1795ef2 --- /dev/null +++ b/UCI_N4/ortho/runs/heart-switzerland/fold_2/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 4, + "best_val_acc": 0.2916666666666667, + "test_acc": 0.22058823529411764, + "train_size": 31, + "val_size": 24, + "test_size": 68, + "stats": { + "mean": [ + [ + 0.1363268064516129, + 0.06116548387096767, + -0.07844332258064517, + 0.28318253870967747, + 0.12035961290322578, + -0.00490193548387092, + -0.09028977096774195, + -0.16894774193548387, + -0.07077383870967743, + -0.23260409677419347, + -0.0015777419354838426, + -0.12861274193548392 + ] + ], + "std": [ + [ + 0.9985620954632528, + 0.8952513255013155, + 0.7865317101247931, + 0.8496477832825274, + 1.2389629579337627, + 0.8129502811517081, + 0.9201252610360474, + 0.960195792094272, + 0.7788574621968283, + 0.922011584077965, + 1.0630870797904943, + 0.9101297422084665 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 5, + "depth": 4, + "padding": 24, + "parameters": 1640, + "cert_evals": { + "36": 0.05882352963089943, + "72": 0.029411764815449715, + "108": 0.029411764815449715, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-switzerland/fold_3/result.json b/UCI_N4/ortho/runs/heart-switzerland/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6a90806e943069544c4d6f77b9c2706b45717683 --- /dev/null +++ b/UCI_N4/ortho/runs/heart-switzerland/fold_3/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 25, + "best_val_acc": 0.42857142857142855, + "test_acc": 0.28205128205128205, + "train_size": 31, + "val_size": 14, + "test_size": 78, + "stats": { + "mean": [ + [ + 0.06132570967741941, + -0.05638677419354848, + -0.03160587096774191, + -0.08206108387096776, + 0.1203596129032258, + 0.21433419354838715, + 0.08651870322580645, + 0.08999780645161289, + 0.000605741935483859, + -0.11892112903225804, + 0.19251451612903228, + -0.09795603225806457 + ] + ], + "std": [ + [ + 1.1796944897022907, + 1.0773842413872565, + 1.002361426374151, + 1.2266934302261872, + 1.2389629579337627, + 1.2107719727384119, + 1.1761632862640778, + 1.0028917964777728, + 0.9746182884484196, + 1.026652327670446, + 1.4781625990241394, + 1.0351077769123456 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 5, + "depth": 4, + "padding": 24, + "parameters": 1640, + "cert_evals": { + "36": 0.07692307978868484, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-va/fold_0/result.json b/UCI_N4/ortho/runs/heart-va/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6f083d55568a4a33b17e7e14a9d34f1ac42c8d8a --- /dev/null +++ b/UCI_N4/ortho/runs/heart-va/fold_0/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 2, + "best_val_acc": 0.35135135135135137, + "test_acc": 0.22123893805309736, + "train_size": 50, + "val_size": 37, + "test_size": 113, + "stats": { + "mean": [ + [ + 0.12417273199999997, + 0.05847433999999993, + 0.11939195999999985, + 0.13652684859999997, + 0.169332294, + -0.08422980000000006, + -0.051211000000000055, + -0.025999581999999997, + -0.10986361999999993, + 0.02611757999999999, + 0.18437666399999986, + -0.16063424000000026 + ] + ], + "std": [ + [ + 1.0375983940843654, + 0.8186406200000009, + 0.906257232351079, + 0.9850972422932538, + 0.9999215189422874, + 0.964959379692824, + 0.9368765586228528, + 0.926118336928491, + 0.985877688928741, + 0.8984566513475283, + 1.109014128975748, + 0.8047660315047241 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 5, + "depth": 4, + "padding": 24, + "parameters": 1640, + "cert_evals": { + "36": 0.1150442510843277, + "72": 0.044247787445783615, + "108": 0.008849557489156723, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-va/fold_1/result.json b/UCI_N4/ortho/runs/heart-va/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3a9fb3f5babdc31235e3fbeb1fc6b56b07b7a643 --- /dev/null +++ b/UCI_N4/ortho/runs/heart-va/fold_1/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.3, + "test_acc": 0.25, + "train_size": 50, + "val_size": 30, + "test_size": 120, + "stats": { + "mean": [ + [ + -0.10881117199999998, + 0.17542300000000016, + 0.21993213999999972, + -0.08821109999999997, + 0.13781262600000002, + 0.08422731999999994, + 0.00731520000000001, + -0.12721317799999998, + -0.30961252, + -0.25667714, + -0.17580066800000008, + -0.02059391999999999 + ] + ], + "std": [ + [ + 0.9929893928858932, + 1.0, + 0.8501447398821216, + 1.0656963957883359, + 1.0325714366151477, + 1.022085030499879, + 0.9621289169237981, + 1.0393960665815958, + 0.9317809815586118, + 0.8468928172805285, + 0.9604725295714901, + 0.9867682179778366 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 5, + "depth": 4, + "padding": 24, + "parameters": 1640, + "cert_evals": { + "36": 0.10833334177732468, + "72": 0.01666666753590107, + "108": 0.008333333767950535, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-va/fold_2/result.json b/UCI_N4/ortho/runs/heart-va/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f99291e99765b4c7817a38d2605701318dcfc9fd --- /dev/null +++ b/UCI_N4/ortho/runs/heart-va/fold_2/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.25925925925925924, + "test_acc": 0.23577235772357724, + "train_size": 50, + "val_size": 27, + "test_size": 123, + "stats": { + "mean": [ + [ + 0.15233571999999998, + 0.05847433999999995, + 0.11939203999999982, + -0.012556939999999935, + 0.15528536399999998, + -0.042115520000000004, + 0.06584127999999993, + 0.009825086000000021, + 0.16978484000000008, + 0.05313653999999998, + 0.04716622799999987, + 0.15239717999999963 + ] + ], + "std": [ + [ + 0.9466778160837978, + 0.8186406200000006, + 0.794839780092792, + 1.0183639969617624, + 0.9927764037429706, + 0.982265363064182, + 1.1062072213290066, + 0.982147212242076, + 0.9915274640582656, + 1.040558924765334, + 1.0326448287754921, + 1.138945356222443 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 5, + "depth": 4, + "padding": 24, + "parameters": 1640, + "cert_evals": { + "36": 0.12195121496915817, + "72": 0.0731707289814949, + "108": 0.06504064798355103, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/heart-va/fold_3/result.json b/UCI_N4/ortho/runs/heart-va/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..155ce1f4c6234b73c3fa894afef2a4481dd454a7 --- /dev/null +++ b/UCI_N4/ortho/runs/heart-va/fold_3/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 27, + "best_val_acc": 0.3, + "test_acc": 0.19166666666666668, + "train_size": 50, + "val_size": 30, + "test_size": 120, + "stats": { + "mean": [ + [ + -0.07040700000000005, + 0.17542300000000016, + 0.14452675999999975, + 0.06532269999999997, + -0.19794047999999992, + -0.08422980000000009, + -0.16826343999999985, + 0.010868634000000012, + 0.009985720000000033, + -0.009907080000000006, + -0.10719553600000013, + -0.08649541999999996 + ] + ], + "std": [ + [ + 1.2049567103246417, + 1.0, + 0.9024156133740057, + 0.9721589400778301, + 0.9497444006039201, + 0.964959379692824, + 0.920277085388703, + 0.9840113193010918, + 0.9979451845458254, + 1.0793938409678105, + 0.9369066157621472, + 0.9024286546800494 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 5, + "depth": 4, + "padding": 24, + "parameters": 1640, + "cert_evals": { + "36": 0.0833333358168602, + "72": 0.06666667014360428, + "108": 0.03333333507180214, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/hepatitis/fold_0/result.json b/UCI_N4/ortho/runs/hepatitis/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..12ae590c0fc2b14a1c40458d2325ee0152139dba --- /dev/null +++ b/UCI_N4/ortho/runs/hepatitis/fold_0/result.json @@ -0,0 +1,68 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.782608695652174, + "test_acc": 0.8602150537634409, + "train_size": 39, + "val_size": 23, + "test_size": 93, + "stats": { + "mean": [ + [ + -0.07305103333333338, + -0.25417620512820527, + -0.0684997948717948, + 0.002734846153846289, + -0.27956964102564097, + 0.043173205128205175, + -0.08607384615384614, + 0.058396666666666625, + 0.06670830769230766, + -0.04725699999999998, + 0.016169358974358995, + -0.02457512820512817, + 0.0025034871794872037, + -0.027701887179487183, + -0.15169055846153845, + -0.0886186358974359, + -0.07013070256410256, + 0.1575872743589744, + -0.1341903076923079 + ] + ], + "std": [ + [ + 0.7065121639768482, + 0.5178280049962226, + 1.0644445404981495, + 0.9941527427588283, + 0.9460715809412041, + 1.0610130501194135, + 1.1425568971679159, + 0.9324615341247179, + 0.946176852270342, + 0.9924710852804189, + 0.9714365294574488, + 0.9824999787091323, + 0.9634407063351287, + 0.8415828453559291, + 0.8432379274259605, + 0.6407479822535036, + 0.9523942193593046, + 1.0530325526231488, + 0.9744402928447131 + ] + ] + }, + "width": 64, + "in_features": 19, + "out_features": 2, + "depth": 4, + "padding": 38, + "parameters": 3805, + "cert_evals": { + "36": 0.7849462628364563, + "72": 0.6559139490127563, + "108": 0.5483871102333069, + "255": 0.08602150529623032 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/hepatitis/fold_1/result.json b/UCI_N4/ortho/runs/hepatitis/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..45dd110899433e43014bcc09c05eebcf6b2dc91e --- /dev/null +++ b/UCI_N4/ortho/runs/hepatitis/fold_1/result.json @@ -0,0 +1,68 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.8846153846153846, + "test_acc": 0.7777777777777778, + "train_size": 39, + "val_size": 26, + "test_size": 90, + "stats": { + "mean": [ + [ + -0.11794246410256407, + -0.08617061538461546, + 0.18073612820512838, + 0.002734846153846107, + -0.01757938461538464, + -0.10891841025641022, + -0.26475346153846147, + -0.16237000000000007, + -0.13763476923076928, + 0.0032585384615384802, + -0.12308166666666664, + -0.13340641025641017, + -0.052936256410256344, + -0.1222803846153846, + -0.12690142128205126, + -0.21492274871794878, + -0.0701304769230769, + -0.19038912820512827, + -0.03147528205128203 + ] + ], + "std": [ + [ + 0.9308482815868492, + 0.8729826521744097, + 0.9562346989313699, + 0.9941527427588275, + 1.0687148745897885, + 1.082595260131678, + 1.2147882026120127, + 1.1445852172148068, + 1.1192331270078257, + 1.0668209925491146, + 1.0726249795408656, + 1.1491882555748711, + 1.1143257286511818, + 0.9024022721027672, + 0.9826150523838478, + 0.6405176575741821, + 1.0834147839386958, + 1.0210323203399736, + 0.9932070287924958 + ] + ] + }, + "width": 64, + "in_features": 19, + "out_features": 2, + "depth": 4, + "padding": 38, + "parameters": 3805, + "cert_evals": { + "36": 0.6888889074325562, + "72": 0.6111111044883728, + "108": 0.46666666865348816, + "255": 0.03333333507180214 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/hepatitis/fold_2/result.json b/UCI_N4/ortho/runs/hepatitis/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2b88ae355b4345fb1ddb242e61a4fcc344b62594 --- /dev/null +++ b/UCI_N4/ortho/runs/hepatitis/fold_2/result.json @@ -0,0 +1,68 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.7777777777777778, + "test_acc": 0.8469387755102041, + "train_size": 39, + "val_size": 18, + "test_size": 98, + "stats": { + "mean": [ + [ + 0.25751469999999993, + -0.0021678205128206176, + -0.16819412820512808, + -0.13856787179487162, + -0.22717153846153848, + -0.05822148717948713, + -0.026513846153846145, + -0.07406333333333337, + 0.025839692307692258, + -0.04725692307692307, + 0.016169487179487147, + -0.13340641025641015, + -0.052936256410256344, + -0.040312646153846145, + 0.10239844307692307, + 0.13277096923076923, + 0.021281615384615406, + -0.028776703589743616, + 0.019882230769230784 + ] + ], + "std": [ + [ + 1.005461160498127, + 0.9939344729297802, + 0.9562346989313698, + 1.1126187137474748, + 0.8609878396947588, + 0.9804372857666263, + 0.9786685591250096, + 0.9813568775708227, + 0.946176852270342, + 1.0881358642498125, + 1.054392008519234, + 1.1491882555748716, + 1.1143257286511812, + 0.6571748166650522, + 0.9244222305036086, + 1.0717140331590138, + 0.8996151755406562, + 0.9261613145039079, + 0.998504170514703 + ] + ] + }, + "width": 64, + "in_features": 19, + "out_features": 2, + "depth": 4, + "padding": 38, + "parameters": 3805, + "cert_evals": { + "36": 0.7448979616165161, + "72": 0.6530612111091614, + "108": 0.5612244606018066, + "255": 0.15306122601032257 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/hepatitis/fold_3/result.json b/UCI_N4/ortho/runs/hepatitis/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..434754a388f994b387875326a825001aa5d91182 --- /dev/null +++ b/UCI_N4/ortho/runs/hepatitis/fold_3/result.json @@ -0,0 +1,68 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.9230769230769231, + "test_acc": 0.8333333333333334, + "train_size": 39, + "val_size": 26, + "test_size": 90, + "stats": { + "mean": [ + [ + -0.07509134615384613, + -0.17017341025641036, + 0.13088894871794884, + 0.1440375641025641, + -0.12237543589743595, + -0.05822148717948713, + 0.1521657692307693, + 0.1467033333333333, + 0.10757692307692303, + 0.003258384615384635, + 0.06258628205128201, + -0.13340641025641015, + 0.057943230769230816, + 0.03955354102564104, + 0.16271944128205126, + 0.026228858974358962, + 0.12825329743589742, + -0.037512437692307686, + 0.2253122820512821 + ] + ], + "std": [ + [ + 0.9881800818586763, + 0.7226193648278391, + 0.9639985722278488, + 0.835958152953438, + 0.9195820679374928, + 0.9804372857666264, + 0.8380816839591891, + 0.797209189164857, + 0.8727148090274184, + 0.8602473119915564, + 0.8683835140087598, + 0.9266649753751967, + 0.7801070627641344, + 0.8750146780135224, + 1.0473279879316608, + 0.8897406999004371, + 0.8705306469748111, + 0.8788094464260305, + 0.9932070287924956 + ] + ] + }, + "width": 64, + "in_features": 19, + "out_features": 2, + "depth": 4, + "padding": 38, + "parameters": 3805, + "cert_evals": { + "36": 0.800000011920929, + "72": 0.699999988079071, + "108": 0.6555555462837219, + "255": 0.12222222238779068 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/hill-valley/fold_0/result.json b/UCI_N4/ortho/runs/hill-valley/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3bae0ab96782fc8048c3d0cc98403847aff6d539 --- /dev/null +++ b/UCI_N4/ortho/runs/hill-valley/fold_0/result.json @@ -0,0 +1,230 @@ +{ + "best_epoch": 2, + "best_val_acc": 0.5873015873015873, + "test_acc": 0.5020833333333333, + "train_size": 606, + "val_size": 126, + "test_size": 480, + "stats": { + "mean": [ + [ + -1.948844459480215e-17, + -2.5637266420541724e-17, + 1.2457948131107367e-17, + 1.9391116875027874e-17, + -2.980518289087544e-17, + -2.2969341866729208e-17, + 7.036221623681505e-18, + 4.146160862384171e-17, + -4.096351970499688e-18, + 9.532391377892357e-19, + 1.2762526642400985e-16, + 6.309698821366465e-17, + -9.017699495086035e-17, + 4.1186800944479046e-17, + 3.661239811508806e-17, + 6.973244863827561e-18, + -3.7865850329681034e-17, + 3.669827551488889e-18, + -2.6341461098908545e-17, + 1.0127235500512785e-16, + 3.784473880223e-17, + 2.1297595150606345e-17, + -4.580127989377708e-19, + 3.18891411260423e-17, + -1.0585820815449228e-17, + -7.048816975652293e-17, + -8.823616571536156e-17, + 1.865257123674072e-17, + -5.615236914977071e-17, + 1.1031524520415547e-16, + 2.3600540755265324e-17, + -8.852242371469766e-17, + 5.783556618586702e-17, + -3.1912041765989185e-17, + -4.751882788979372e-19, + 6.6869868644914544e-18, + 5.2737311217690955e-17, + 6.242714449521817e-17, + 9.860156787132197e-18, + -8.186978781012654e-17, + 1.2269017851545536e-17, + 5.862563826403467e-18, + -4.1037946784824266e-17, + 1.648846076175975e-18, + 1.992355675379303e-17, + -1.343351539284482e-16, + -2.5190703941577397e-18, + -3.162578376665308e-17, + -6.822100640178097e-17, + 2.2213620748481885e-18, + -4.009902054700184e-17, + -2.0221265073102584e-17, + 4.0786039745408495e-17, + -5.3014981477046974e-18, + -8.636403839970342e-17, + 1.3323592321099754e-16, + -3.031686906468873e-17, + 2.4629638262878628e-17, + -7.900720781676547e-19, + -2.1808565679421295e-17, + -2.3667811385109308e-17, + -3.421355608065148e-17, + -3.93662000687014e-17, + -1.3477026608743907e-17, + 5.461086982334577e-17, + 4.520586325515798e-17, + 3.3308980802749385e-17, + -2.4513703773147504e-17, + 7.315036915034873e-17, + -4.9035995286275094e-17, + -9.27475917848986e-18, + 1.3957940047628566e-17, + 8.647532119694533e-17, + 8.232780060906432e-18, + -1.8377763557378056e-18, + 3.1476929606998304e-17, + 5.3192461436635365e-17, + -3.9789861907718845e-18, + 1.712967868027263e-17, + -1.1502705187322778e-16, + 3.993299090738689e-17, + -8.666460929900633e-17, + 5.111995352144195e-17, + 4.9780266084548967e-17, + 5.461802627332917e-17, + 6.062944425938742e-17, + -9.681245537547131e-18, + 3.755704951289721e-18, + 4.145015830386826e-17, + 6.518380902882487e-17, + -4.1083748064718045e-17, + -3.692155675437105e-17, + 9.606818457719744e-18, + -1.3339622769062576e-18, + -5.272872347771087e-18, + 7.472765072669068e-17, + 5.4952948132552416e-17, + -1.1065589222336543e-16, + 6.657287597060333e-18, + -4.7032189290922345e-17 + ] + ], + "std": [ + [ + 0.9991740198480986, + 0.999174018921411, + 0.9991740270954932, + 0.9991740228113029, + 0.9991740158723277, + 0.9991740243561008, + 0.9991740252725309, + 0.999174022151669, + 0.9991740235072105, + 0.9991740165590162, + 0.9991740265611315, + 0.9991740307025938, + 0.9991740258785623, + 0.9991740332613678, + 0.9991740406234768, + 0.9991740233656764, + 0.99917402208918, + 0.9991740282488505, + 0.9991740156767379, + 0.9991740258273182, + 0.9991740265687704, + 0.9991740257984052, + 0.9991740313679454, + 0.9991740235402499, + 0.9991740301415374, + 0.999174025174945, + 0.9991740248772705, + 0.9991740131152005, + 0.9991740154072135, + 0.999174010790505, + 0.9991740145205046, + 0.9991740094880226, + 0.999174013734848, + 0.9991740112483611, + 0.999174012892406, + 0.9991740196421095, + 0.9991740163331171, + 0.9991740185362487, + 0.999174022570399, + 0.9991740213173976, + 0.9991740202239284, + 0.9991740238427211, + 0.9991740163680863, + 0.999174017062169, + 0.9991740125363977, + 0.9991740134381419, + 0.9991740191519729, + 0.9991740283370354, + 0.9991740155322458, + 0.9991740139261396, + 0.9991740184139896, + 0.999174019859705, + 0.9991740278504871, + 0.9991740398149004, + 0.999174023614369, + 0.9991740280305289, + 0.9991740362925333, + 0.9991740390736555, + 0.9991740447608781, + 0.9991740366854855, + 0.9991740362046343, + 0.9991740405864491, + 0.9991740375979712, + 0.9991740333245271, + 0.9991740409940638, + 0.9991740310134122, + 0.9991740304658957, + 0.999174033728742, + 0.999174036884333, + 0.9991740224573864, + 0.9991740220790023, + 0.9991740325877202, + 0.9991740370120651, + 0.9991740334250748, + 0.9991740430984879, + 0.9991740318332668, + 0.9991740344761934, + 0.999174042827945, + 0.9991740330505716, + 0.9991740252745448, + 0.9991740274917971, + 0.9991740305192677, + 0.9991740228891964, + 0.9991740211061582, + 0.9991740277499128, + 0.9991740236142126, + 0.9991740237191634, + 0.999174021976502, + 0.9991740197184515, + 0.9991740112462193, + 0.9991740199131119, + 0.999174015985377, + 0.9991740108661882, + 0.9991740240105333, + 0.9991740207849835, + 0.9991740206058937, + 0.9991740208986494, + 0.9991740167020124, + 0.9991740260065186, + 0.9991740164246233 + ] + ] + }, + "width": 384, + "in_features": 100, + "out_features": 2, + "depth": 4, + "padding": 200, + "parameters": 101005, + "cert_evals": { + "36": 0.0625, + "72": 0.03750000149011612, + "108": 0.02500000223517418, + "255": 0.0020833334419876337 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/hill-valley/fold_1/result.json b/UCI_N4/ortho/runs/hill-valley/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9fe2a51da660742145a8c44918df7415f3a7b72f --- /dev/null +++ b/UCI_N4/ortho/runs/hill-valley/fold_1/result.json @@ -0,0 +1,230 @@ +{ + "best_epoch": 59, + "best_val_acc": 0.6033057851239669, + "test_acc": 0.5855670103092784, + "train_size": 606, + "val_size": 121, + "test_size": 485, + "stats": { + "mean": [ + [ + -1.948844459480215e-17, + -2.5637266420541724e-17, + 1.2457948131107367e-17, + 1.9391116875027874e-17, + -2.980518289087544e-17, + -2.2969341866729208e-17, + 7.036221623681505e-18, + 4.146160862384171e-17, + -4.096351970499688e-18, + 9.532391377892357e-19, + 1.2762526642400985e-16, + 6.309698821366465e-17, + -9.017699495086035e-17, + 4.1186800944479046e-17, + 3.661239811508806e-17, + 6.973244863827561e-18, + -3.7865850329681034e-17, + 3.669827551488889e-18, + -2.6341461098908545e-17, + 1.0127235500512785e-16, + 3.784473880223e-17, + 2.1297595150606345e-17, + -4.580127989377708e-19, + 3.18891411260423e-17, + -1.0585820815449228e-17, + -7.048816975652293e-17, + -8.823616571536156e-17, + 1.865257123674072e-17, + -5.615236914977071e-17, + 1.1031524520415547e-16, + 2.3600540755265324e-17, + -8.852242371469766e-17, + 5.783556618586702e-17, + -3.1912041765989185e-17, + -4.751882788979372e-19, + 6.6869868644914544e-18, + 5.2737311217690955e-17, + 6.242714449521817e-17, + 9.860156787132197e-18, + -8.186978781012654e-17, + 1.2269017851545536e-17, + 5.862563826403467e-18, + -4.1037946784824266e-17, + 1.648846076175975e-18, + 1.992355675379303e-17, + -1.343351539284482e-16, + -2.5190703941577397e-18, + -3.162578376665308e-17, + -6.822100640178097e-17, + 2.2213620748481885e-18, + -4.009902054700184e-17, + -2.0221265073102584e-17, + 4.0786039745408495e-17, + -5.3014981477046974e-18, + -8.636403839970342e-17, + 1.3323592321099754e-16, + -3.031686906468873e-17, + 2.4629638262878628e-17, + -7.900720781676547e-19, + -2.1808565679421295e-17, + -2.3667811385109308e-17, + -3.421355608065148e-17, + -3.93662000687014e-17, + -1.3477026608743907e-17, + 5.461086982334577e-17, + 4.520586325515798e-17, + 3.3308980802749385e-17, + -2.4513703773147504e-17, + 7.315036915034873e-17, + -4.9035995286275094e-17, + -9.27475917848986e-18, + 1.3957940047628566e-17, + 8.647532119694533e-17, + 8.232780060906432e-18, + -1.8377763557378056e-18, + 3.1476929606998304e-17, + 5.3192461436635365e-17, + -3.9789861907718845e-18, + 1.712967868027263e-17, + -1.1502705187322778e-16, + 3.993299090738689e-17, + -8.666460929900633e-17, + 5.111995352144195e-17, + 4.9780266084548967e-17, + 5.461802627332917e-17, + 6.062944425938742e-17, + -9.681245537547131e-18, + 3.755704951289721e-18, + 4.145015830386826e-17, + 6.518380902882487e-17, + -4.1083748064718045e-17, + -3.692155675437105e-17, + 9.606818457719744e-18, + -1.3339622769062576e-18, + -5.272872347771087e-18, + 7.472765072669068e-17, + 5.4952948132552416e-17, + -1.1065589222336543e-16, + 6.657287597060333e-18, + -4.7032189290922345e-17 + ] + ], + "std": [ + [ + 0.9991740198480986, + 0.999174018921411, + 0.9991740270954932, + 0.9991740228113029, + 0.9991740158723277, + 0.9991740243561008, + 0.9991740252725309, + 0.999174022151669, + 0.9991740235072105, + 0.9991740165590162, + 0.9991740265611315, + 0.9991740307025938, + 0.9991740258785623, + 0.9991740332613678, + 0.9991740406234768, + 0.9991740233656764, + 0.99917402208918, + 0.9991740282488505, + 0.9991740156767379, + 0.9991740258273182, + 0.9991740265687704, + 0.9991740257984052, + 0.9991740313679454, + 0.9991740235402499, + 0.9991740301415374, + 0.999174025174945, + 0.9991740248772705, + 0.9991740131152005, + 0.9991740154072135, + 0.999174010790505, + 0.9991740145205046, + 0.9991740094880226, + 0.999174013734848, + 0.9991740112483611, + 0.999174012892406, + 0.9991740196421095, + 0.9991740163331171, + 0.9991740185362487, + 0.999174022570399, + 0.9991740213173976, + 0.9991740202239284, + 0.9991740238427211, + 0.9991740163680863, + 0.999174017062169, + 0.9991740125363977, + 0.9991740134381419, + 0.9991740191519729, + 0.9991740283370354, + 0.9991740155322458, + 0.9991740139261396, + 0.9991740184139896, + 0.999174019859705, + 0.9991740278504871, + 0.9991740398149004, + 0.999174023614369, + 0.9991740280305289, + 0.9991740362925333, + 0.9991740390736555, + 0.9991740447608781, + 0.9991740366854855, + 0.9991740362046343, + 0.9991740405864491, + 0.9991740375979712, + 0.9991740333245271, + 0.9991740409940638, + 0.9991740310134122, + 0.9991740304658957, + 0.999174033728742, + 0.999174036884333, + 0.9991740224573864, + 0.9991740220790023, + 0.9991740325877202, + 0.9991740370120651, + 0.9991740334250748, + 0.9991740430984879, + 0.9991740318332668, + 0.9991740344761934, + 0.999174042827945, + 0.9991740330505716, + 0.9991740252745448, + 0.9991740274917971, + 0.9991740305192677, + 0.9991740228891964, + 0.9991740211061582, + 0.9991740277499128, + 0.9991740236142126, + 0.9991740237191634, + 0.999174021976502, + 0.9991740197184515, + 0.9991740112462193, + 0.9991740199131119, + 0.999174015985377, + 0.9991740108661882, + 0.9991740240105333, + 0.9991740207849835, + 0.9991740206058937, + 0.9991740208986494, + 0.9991740167020124, + 0.9991740260065186, + 0.9991740164246233 + ] + ] + }, + "width": 384, + "in_features": 100, + "out_features": 2, + "depth": 4, + "padding": 200, + "parameters": 101005, + "cert_evals": { + "36": 0.12783505022525787, + "72": 0.0536082498729229, + "108": 0.03505154699087143, + "255": 0.002061855746433139 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/hill-valley/fold_2/result.json b/UCI_N4/ortho/runs/hill-valley/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bbccb653af78e4130fdfc8eac41e83e51462756b --- /dev/null +++ b/UCI_N4/ortho/runs/hill-valley/fold_2/result.json @@ -0,0 +1,230 @@ +{ + "best_epoch": 39, + "best_val_acc": 0.6083333333333333, + "test_acc": 0.5781893004115226, + "train_size": 606, + "val_size": 120, + "test_size": 486, + "stats": { + "mean": [ + [ + -1.948844459480215e-17, + -2.5637266420541724e-17, + 1.2457948131107367e-17, + 1.9391116875027874e-17, + -2.980518289087544e-17, + -2.2969341866729208e-17, + 7.036221623681505e-18, + 4.146160862384171e-17, + -4.096351970499688e-18, + 9.532391377892357e-19, + 1.2762526642400985e-16, + 6.309698821366465e-17, + -9.017699495086035e-17, + 4.1186800944479046e-17, + 3.661239811508806e-17, + 6.973244863827561e-18, + -3.7865850329681034e-17, + 3.669827551488889e-18, + -2.6341461098908545e-17, + 1.0127235500512785e-16, + 3.784473880223e-17, + 2.1297595150606345e-17, + -4.580127989377708e-19, + 3.18891411260423e-17, + -1.0585820815449228e-17, + -7.048816975652293e-17, + -8.823616571536156e-17, + 1.865257123674072e-17, + -5.615236914977071e-17, + 1.1031524520415547e-16, + 2.3600540755265324e-17, + -8.852242371469766e-17, + 5.783556618586702e-17, + -3.1912041765989185e-17, + -4.751882788979372e-19, + 6.6869868644914544e-18, + 5.2737311217690955e-17, + 6.242714449521817e-17, + 9.860156787132197e-18, + -8.186978781012654e-17, + 1.2269017851545536e-17, + 5.862563826403467e-18, + -4.1037946784824266e-17, + 1.648846076175975e-18, + 1.992355675379303e-17, + -1.343351539284482e-16, + -2.5190703941577397e-18, + -3.162578376665308e-17, + -6.822100640178097e-17, + 2.2213620748481885e-18, + -4.009902054700184e-17, + -2.0221265073102584e-17, + 4.0786039745408495e-17, + -5.3014981477046974e-18, + -8.636403839970342e-17, + 1.3323592321099754e-16, + -3.031686906468873e-17, + 2.4629638262878628e-17, + -7.900720781676547e-19, + -2.1808565679421295e-17, + -2.3667811385109308e-17, + -3.421355608065148e-17, + -3.93662000687014e-17, + -1.3477026608743907e-17, + 5.461086982334577e-17, + 4.520586325515798e-17, + 3.3308980802749385e-17, + -2.4513703773147504e-17, + 7.315036915034873e-17, + -4.9035995286275094e-17, + -9.27475917848986e-18, + 1.3957940047628566e-17, + 8.647532119694533e-17, + 8.232780060906432e-18, + -1.8377763557378056e-18, + 3.1476929606998304e-17, + 5.3192461436635365e-17, + -3.9789861907718845e-18, + 1.712967868027263e-17, + -1.1502705187322778e-16, + 3.993299090738689e-17, + -8.666460929900633e-17, + 5.111995352144195e-17, + 4.9780266084548967e-17, + 5.461802627332917e-17, + 6.062944425938742e-17, + -9.681245537547131e-18, + 3.755704951289721e-18, + 4.145015830386826e-17, + 6.518380902882487e-17, + -4.1083748064718045e-17, + -3.692155675437105e-17, + 9.606818457719744e-18, + -1.3339622769062576e-18, + -5.272872347771087e-18, + 7.472765072669068e-17, + 5.4952948132552416e-17, + -1.1065589222336543e-16, + 6.657287597060333e-18, + -4.7032189290922345e-17 + ] + ], + "std": [ + [ + 0.9991740198480986, + 0.999174018921411, + 0.9991740270954932, + 0.9991740228113029, + 0.9991740158723277, + 0.9991740243561008, + 0.9991740252725309, + 0.999174022151669, + 0.9991740235072105, + 0.9991740165590162, + 0.9991740265611315, + 0.9991740307025938, + 0.9991740258785623, + 0.9991740332613678, + 0.9991740406234768, + 0.9991740233656764, + 0.99917402208918, + 0.9991740282488505, + 0.9991740156767379, + 0.9991740258273182, + 0.9991740265687704, + 0.9991740257984052, + 0.9991740313679454, + 0.9991740235402499, + 0.9991740301415374, + 0.999174025174945, + 0.9991740248772705, + 0.9991740131152005, + 0.9991740154072135, + 0.999174010790505, + 0.9991740145205046, + 0.9991740094880226, + 0.999174013734848, + 0.9991740112483611, + 0.999174012892406, + 0.9991740196421095, + 0.9991740163331171, + 0.9991740185362487, + 0.999174022570399, + 0.9991740213173976, + 0.9991740202239284, + 0.9991740238427211, + 0.9991740163680863, + 0.999174017062169, + 0.9991740125363977, + 0.9991740134381419, + 0.9991740191519729, + 0.9991740283370354, + 0.9991740155322458, + 0.9991740139261396, + 0.9991740184139896, + 0.999174019859705, + 0.9991740278504871, + 0.9991740398149004, + 0.999174023614369, + 0.9991740280305289, + 0.9991740362925333, + 0.9991740390736555, + 0.9991740447608781, + 0.9991740366854855, + 0.9991740362046343, + 0.9991740405864491, + 0.9991740375979712, + 0.9991740333245271, + 0.9991740409940638, + 0.9991740310134122, + 0.9991740304658957, + 0.999174033728742, + 0.999174036884333, + 0.9991740224573864, + 0.9991740220790023, + 0.9991740325877202, + 0.9991740370120651, + 0.9991740334250748, + 0.9991740430984879, + 0.9991740318332668, + 0.9991740344761934, + 0.999174042827945, + 0.9991740330505716, + 0.9991740252745448, + 0.9991740274917971, + 0.9991740305192677, + 0.9991740228891964, + 0.9991740211061582, + 0.9991740277499128, + 0.9991740236142126, + 0.9991740237191634, + 0.999174021976502, + 0.9991740197184515, + 0.9991740112462193, + 0.9991740199131119, + 0.999174015985377, + 0.9991740108661882, + 0.9991740240105333, + 0.9991740207849835, + 0.9991740206058937, + 0.9991740208986494, + 0.9991740167020124, + 0.9991740260065186, + 0.9991740164246233 + ] + ] + }, + "width": 384, + "in_features": 100, + "out_features": 2, + "depth": 4, + "padding": 200, + "parameters": 101005, + "cert_evals": { + "36": 0.12551440298557281, + "72": 0.045267488807439804, + "108": 0.020576130598783493, + "255": 0.002057613106444478 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/hill-valley/fold_3/result.json b/UCI_N4/ortho/runs/hill-valley/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d7c7fbca62d3856925f4d444fdc20c634ad71013 --- /dev/null +++ b/UCI_N4/ortho/runs/hill-valley/fold_3/result.json @@ -0,0 +1,230 @@ +{ + "best_epoch": 78, + "best_val_acc": 0.6929824561403509, + "test_acc": 0.5528455284552846, + "train_size": 606, + "val_size": 114, + "test_size": 492, + "stats": { + "mean": [ + [ + -1.948844459480215e-17, + -2.5637266420541724e-17, + 1.2457948131107367e-17, + 1.9391116875027874e-17, + -2.980518289087544e-17, + -2.2969341866729208e-17, + 7.036221623681505e-18, + 4.146160862384171e-17, + -4.096351970499688e-18, + 9.532391377892357e-19, + 1.2762526642400985e-16, + 6.309698821366465e-17, + -9.017699495086035e-17, + 4.1186800944479046e-17, + 3.661239811508806e-17, + 6.973244863827561e-18, + -3.7865850329681034e-17, + 3.669827551488889e-18, + -2.6341461098908545e-17, + 1.0127235500512785e-16, + 3.784473880223e-17, + 2.1297595150606345e-17, + -4.580127989377708e-19, + 3.18891411260423e-17, + -1.0585820815449228e-17, + -7.048816975652293e-17, + -8.823616571536156e-17, + 1.865257123674072e-17, + -5.615236914977071e-17, + 1.1031524520415547e-16, + 2.3600540755265324e-17, + -8.852242371469766e-17, + 5.783556618586702e-17, + -3.1912041765989185e-17, + -4.751882788979372e-19, + 6.6869868644914544e-18, + 5.2737311217690955e-17, + 6.242714449521817e-17, + 9.860156787132197e-18, + -8.186978781012654e-17, + 1.2269017851545536e-17, + 5.862563826403467e-18, + -4.1037946784824266e-17, + 1.648846076175975e-18, + 1.992355675379303e-17, + -1.343351539284482e-16, + -2.5190703941577397e-18, + -3.162578376665308e-17, + -6.822100640178097e-17, + 2.2213620748481885e-18, + -4.009902054700184e-17, + -2.0221265073102584e-17, + 4.0786039745408495e-17, + -5.3014981477046974e-18, + -8.636403839970342e-17, + 1.3323592321099754e-16, + -3.031686906468873e-17, + 2.4629638262878628e-17, + -7.900720781676547e-19, + -2.1808565679421295e-17, + -2.3667811385109308e-17, + -3.421355608065148e-17, + -3.93662000687014e-17, + -1.3477026608743907e-17, + 5.461086982334577e-17, + 4.520586325515798e-17, + 3.3308980802749385e-17, + -2.4513703773147504e-17, + 7.315036915034873e-17, + -4.9035995286275094e-17, + -9.27475917848986e-18, + 1.3957940047628566e-17, + 8.647532119694533e-17, + 8.232780060906432e-18, + -1.8377763557378056e-18, + 3.1476929606998304e-17, + 5.3192461436635365e-17, + -3.9789861907718845e-18, + 1.712967868027263e-17, + -1.1502705187322778e-16, + 3.993299090738689e-17, + -8.666460929900633e-17, + 5.111995352144195e-17, + 4.9780266084548967e-17, + 5.461802627332917e-17, + 6.062944425938742e-17, + -9.681245537547131e-18, + 3.755704951289721e-18, + 4.145015830386826e-17, + 6.518380902882487e-17, + -4.1083748064718045e-17, + -3.692155675437105e-17, + 9.606818457719744e-18, + -1.3339622769062576e-18, + -5.272872347771087e-18, + 7.472765072669068e-17, + 5.4952948132552416e-17, + -1.1065589222336543e-16, + 6.657287597060333e-18, + -4.7032189290922345e-17 + ] + ], + "std": [ + [ + 0.9991740198480986, + 0.999174018921411, + 0.9991740270954932, + 0.9991740228113029, + 0.9991740158723277, + 0.9991740243561008, + 0.9991740252725309, + 0.999174022151669, + 0.9991740235072105, + 0.9991740165590162, + 0.9991740265611315, + 0.9991740307025938, + 0.9991740258785623, + 0.9991740332613678, + 0.9991740406234768, + 0.9991740233656764, + 0.99917402208918, + 0.9991740282488505, + 0.9991740156767379, + 0.9991740258273182, + 0.9991740265687704, + 0.9991740257984052, + 0.9991740313679454, + 0.9991740235402499, + 0.9991740301415374, + 0.999174025174945, + 0.9991740248772705, + 0.9991740131152005, + 0.9991740154072135, + 0.999174010790505, + 0.9991740145205046, + 0.9991740094880226, + 0.999174013734848, + 0.9991740112483611, + 0.999174012892406, + 0.9991740196421095, + 0.9991740163331171, + 0.9991740185362487, + 0.999174022570399, + 0.9991740213173976, + 0.9991740202239284, + 0.9991740238427211, + 0.9991740163680863, + 0.999174017062169, + 0.9991740125363977, + 0.9991740134381419, + 0.9991740191519729, + 0.9991740283370354, + 0.9991740155322458, + 0.9991740139261396, + 0.9991740184139896, + 0.999174019859705, + 0.9991740278504871, + 0.9991740398149004, + 0.999174023614369, + 0.9991740280305289, + 0.9991740362925333, + 0.9991740390736555, + 0.9991740447608781, + 0.9991740366854855, + 0.9991740362046343, + 0.9991740405864491, + 0.9991740375979712, + 0.9991740333245271, + 0.9991740409940638, + 0.9991740310134122, + 0.9991740304658957, + 0.999174033728742, + 0.999174036884333, + 0.9991740224573864, + 0.9991740220790023, + 0.9991740325877202, + 0.9991740370120651, + 0.9991740334250748, + 0.9991740430984879, + 0.9991740318332668, + 0.9991740344761934, + 0.999174042827945, + 0.9991740330505716, + 0.9991740252745448, + 0.9991740274917971, + 0.9991740305192677, + 0.9991740228891964, + 0.9991740211061582, + 0.9991740277499128, + 0.9991740236142126, + 0.9991740237191634, + 0.999174021976502, + 0.9991740197184515, + 0.9991740112462193, + 0.9991740199131119, + 0.999174015985377, + 0.9991740108661882, + 0.9991740240105333, + 0.9991740207849835, + 0.9991740206058937, + 0.9991740208986494, + 0.9991740167020124, + 0.9991740260065186, + 0.9991740164246233 + ] + ] + }, + "width": 384, + "in_features": 100, + "out_features": 2, + "depth": 4, + "padding": 200, + "parameters": 101005, + "cert_evals": { + "36": 0.1341463327407837, + "72": 0.04471544548869133, + "108": 0.028455283492803574, + "255": 0.0020325202494859695 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/horse-colic/fold_0/result.json b/UCI_N4/ortho/runs/horse-colic/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b64bbbcdb620c2204073e5f685165061e20a9d83 --- /dev/null +++ b/UCI_N4/ortho/runs/horse-colic/fold_0/result.json @@ -0,0 +1,80 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.9090909090909091, + "test_acc": 0.8034188034188035, + "train_size": 68, + "val_size": 66, + "test_size": 234, + "stats": { + "mean": [ + [ + -3.918434204559376e-17, + 1.6081907047879105e-16, + -8.898111006186917e-17, + 4.5715065719859385e-17, + 1.1428766429964846e-16, + -9.240973999085862e-16, + -1.457167719820518e-15, + -1.240837498110469e-16, + -8.996071861300901e-16, + -9.469549327685159e-16, + 2.661269897263243e-16, + -3.632715043810255e-16, + 0.0, + 4.5715065719859385e-17, + -2.1796290262861528e-16, + -2.729842495843032e-15, + 1.0841001299280941e-15, + 3.7306758989242393e-16, + 7.836868409118753e-17, + 7.151142423320861e-16, + 7.836868409118753e-17, + -4.081702296416017e-17, + 5.877651306839064e-17, + -2.9959694855693565e-16, + 5.028657229184532e-16 + ] + ], + "std": [ + [ + 0.9742956396024967, + 0.9874129079346324, + 0.9918559595947606, + 0.99225721180266, + 0.9921299699802761, + 0.9848134955127864, + 0.9843013518199359, + 0.9861089730182948, + 0.9755495809457849, + 0.9860401240147575, + 0.985286300764603, + 0.9842961745285809, + 0.9824073002181559, + 0.9834383442239104, + 0.9888717265277447, + 0.986845504027903, + 0.9879390608769005, + 0.9920717709998307, + 0.9922690297982814, + 0.9844178185972415, + 0.9871806289366772, + 0.9789339023991226, + 0.9926179246174212, + 0.9926033525170048, + 0.9725972171816771 + ] + ] + }, + "width": 128, + "in_features": 25, + "out_features": 2, + "depth": 4, + "padding": 50, + "parameters": 6505, + "cert_evals": { + "36": 0.7222222685813904, + "72": 0.6495726704597473, + "108": 0.4957265257835388, + "255": 0.0683760717511177 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/horse-colic/fold_1/result.json b/UCI_N4/ortho/runs/horse-colic/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d2178881d006ebd05af540da2000e8652fbc039f --- /dev/null +++ b/UCI_N4/ortho/runs/horse-colic/fold_1/result.json @@ -0,0 +1,80 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.875, + "test_acc": 0.8201754385964912, + "train_size": 68, + "val_size": 72, + "test_size": 228, + "stats": { + "mean": [ + [ + -3.918434204559376e-17, + 1.6081907047879105e-16, + -8.898111006186917e-17, + 4.5715065719859385e-17, + 1.1428766429964846e-16, + -9.240973999085862e-16, + -1.457167719820518e-15, + -1.240837498110469e-16, + -8.996071861300901e-16, + -9.469549327685159e-16, + 2.661269897263243e-16, + -3.632715043810255e-16, + 0.0, + 4.5715065719859385e-17, + -2.1796290262861528e-16, + -2.729842495843032e-15, + 1.0841001299280941e-15, + 3.7306758989242393e-16, + 7.836868409118753e-17, + 7.151142423320861e-16, + 7.836868409118753e-17, + -4.081702296416017e-17, + 5.877651306839064e-17, + -2.9959694855693565e-16, + 5.028657229184532e-16 + ] + ], + "std": [ + [ + 0.9742956396024967, + 0.9874129079346324, + 0.9918559595947606, + 0.99225721180266, + 0.9921299699802761, + 0.9848134955127864, + 0.9843013518199359, + 0.9861089730182948, + 0.9755495809457849, + 0.9860401240147575, + 0.985286300764603, + 0.9842961745285809, + 0.9824073002181559, + 0.9834383442239104, + 0.9888717265277447, + 0.986845504027903, + 0.9879390608769005, + 0.9920717709998307, + 0.9922690297982814, + 0.9844178185972415, + 0.9871806289366772, + 0.9789339023991226, + 0.9926179246174212, + 0.9926033525170048, + 0.9725972171816771 + ] + ] + }, + "width": 128, + "in_features": 25, + "out_features": 2, + "depth": 4, + "padding": 50, + "parameters": 6505, + "cert_evals": { + "36": 0.6973684430122375, + "72": 0.609649121761322, + "108": 0.4649122953414917, + "255": 0.06578947603702545 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/horse-colic/fold_2/result.json b/UCI_N4/ortho/runs/horse-colic/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b17e919e1e7e63b276e6b09ce4186f14a85d089d --- /dev/null +++ b/UCI_N4/ortho/runs/horse-colic/fold_2/result.json @@ -0,0 +1,80 @@ +{ + "best_epoch": 46, + "best_val_acc": 0.9206349206349206, + "test_acc": 0.8059071729957806, + "train_size": 68, + "val_size": 63, + "test_size": 237, + "stats": { + "mean": [ + [ + -3.918434204559376e-17, + 1.6081907047879105e-16, + -8.898111006186917e-17, + 4.5715065719859385e-17, + 1.1428766429964846e-16, + -9.240973999085862e-16, + -1.457167719820518e-15, + -1.240837498110469e-16, + -8.996071861300901e-16, + -9.469549327685159e-16, + 2.661269897263243e-16, + -3.632715043810255e-16, + 0.0, + 4.5715065719859385e-17, + -2.1796290262861528e-16, + -2.729842495843032e-15, + 1.0841001299280941e-15, + 3.7306758989242393e-16, + 7.836868409118753e-17, + 7.151142423320861e-16, + 7.836868409118753e-17, + -4.081702296416017e-17, + 5.877651306839064e-17, + -2.9959694855693565e-16, + 5.028657229184532e-16 + ] + ], + "std": [ + [ + 0.9742956396024967, + 0.9874129079346324, + 0.9918559595947606, + 0.99225721180266, + 0.9921299699802761, + 0.9848134955127864, + 0.9843013518199359, + 0.9861089730182948, + 0.9755495809457849, + 0.9860401240147575, + 0.985286300764603, + 0.9842961745285809, + 0.9824073002181559, + 0.9834383442239104, + 0.9888717265277447, + 0.986845504027903, + 0.9879390608769005, + 0.9920717709998307, + 0.9922690297982814, + 0.9844178185972415, + 0.9871806289366772, + 0.9789339023991226, + 0.9926179246174212, + 0.9926033525170048, + 0.9725972171816771 + ] + ] + }, + "width": 128, + "in_features": 25, + "out_features": 2, + "depth": 4, + "padding": 50, + "parameters": 6505, + "cert_evals": { + "36": 0.7172995209693909, + "72": 0.658227801322937, + "108": 0.5780590176582336, + "255": 0.07594936341047287 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/horse-colic/fold_3/result.json b/UCI_N4/ortho/runs/horse-colic/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bc85ba5efa32cb6e275b2d5fe03d875875264e3d --- /dev/null +++ b/UCI_N4/ortho/runs/horse-colic/fold_3/result.json @@ -0,0 +1,80 @@ +{ + "best_epoch": 46, + "best_val_acc": 0.9, + "test_acc": 0.808, + "train_size": 68, + "val_size": 50, + "test_size": 250, + "stats": { + "mean": [ + [ + -3.918434204559376e-17, + 1.6081907047879105e-16, + -8.898111006186917e-17, + 4.5715065719859385e-17, + 1.1428766429964846e-16, + -9.240973999085862e-16, + -1.457167719820518e-15, + -1.240837498110469e-16, + -8.996071861300901e-16, + -9.469549327685159e-16, + 2.661269897263243e-16, + -3.632715043810255e-16, + 0.0, + 4.5715065719859385e-17, + -2.1796290262861528e-16, + -2.729842495843032e-15, + 1.0841001299280941e-15, + 3.7306758989242393e-16, + 7.836868409118753e-17, + 7.151142423320861e-16, + 7.836868409118753e-17, + -4.081702296416017e-17, + 5.877651306839064e-17, + -2.9959694855693565e-16, + 5.028657229184532e-16 + ] + ], + "std": [ + [ + 0.9742956396024967, + 0.9874129079346324, + 0.9918559595947606, + 0.99225721180266, + 0.9921299699802761, + 0.9848134955127864, + 0.9843013518199359, + 0.9861089730182948, + 0.9755495809457849, + 0.9860401240147575, + 0.985286300764603, + 0.9842961745285809, + 0.9824073002181559, + 0.9834383442239104, + 0.9888717265277447, + 0.986845504027903, + 0.9879390608769005, + 0.9920717709998307, + 0.9922690297982814, + 0.9844178185972415, + 0.9871806289366772, + 0.9789339023991226, + 0.9926179246174212, + 0.9926033525170048, + 0.9725972171816771 + ] + ] + }, + "width": 128, + "in_features": 25, + "out_features": 2, + "depth": 4, + "padding": 50, + "parameters": 6505, + "cert_evals": { + "36": 0.7280000448226929, + "72": 0.6200000047683716, + "108": 0.5240000486373901, + "255": 0.0560000017285347 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ilpd-indian-liver/fold_0/result.json b/UCI_N4/ortho/runs/ilpd-indian-liver/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4c96dad0b5b11a5a6a2154f27f8a358ed64cfd5a --- /dev/null +++ b/UCI_N4/ortho/runs/ilpd-indian-liver/fold_0/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 66, + "best_val_acc": 0.6976744186046512, + "test_acc": 0.6324786324786325, + "train_size": 146, + "val_size": 86, + "test_size": 351, + "stats": { + "mean": [ + [ + -0.04947167191780823, + -0.00829989520547949, + 0.0029959439041094614, + 0.043865143424657534, + -0.02727346465753423, + 0.06000245376712337, + 0.18081108150684932, + 0.13766838972602727, + 0.07700867876712333 + ] + ], + "std": [ + [ + 1.0220386211163874, + 0.9305248911517027, + 1.0317627748416793, + 1.0430349333459359, + 0.6968608763678219, + 1.4666603089790804, + 0.976649603737411, + 0.9779410793607819, + 1.0045141661622095 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.3960113823413849, + "72": 0.30199429392814636, + "108": 0.22507122159004211, + "255": 0.07692307978868484 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ilpd-indian-liver/fold_1/result.json b/UCI_N4/ortho/runs/ilpd-indian-liver/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..13e499901d74f340a670236f188d061808bbf42d --- /dev/null +++ b/UCI_N4/ortho/runs/ilpd-indian-liver/fold_1/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 18, + "best_val_acc": 0.7391304347826086, + "test_acc": 0.6059782608695652, + "train_size": 146, + "val_size": 69, + "test_size": 368, + "stats": { + "mean": [ + [ + 0.023718123972602808, + -0.005873168493150683, + 0.03226138232876717, + 0.04699460315068498, + 0.05445175945205481, + -0.012896076027397266, + 0.006021310958904103, + -0.03022427397260268, + 0.024170888356164395 + ] + ], + "std": [ + [ + 0.9837490979337397, + 0.9321175505257335, + 1.0715555930063725, + 0.9529710623514904, + 1.1810113146612142, + 0.7086815710476746, + 1.0423446624153474, + 1.010859445699408, + 1.0504905455411107 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.3478260934352875, + "72": 0.22554348409175873, + "108": 0.1929347813129425, + "255": 0.10869565606117249 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ilpd-indian-liver/fold_2/result.json b/UCI_N4/ortho/runs/ilpd-indian-liver/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3772793254853ec33ae6ae2a3b85b4c57dab42ae --- /dev/null +++ b/UCI_N4/ortho/runs/ilpd-indian-liver/fold_2/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 26, + "best_val_acc": 0.625, + "test_acc": 0.5845272206303725, + "train_size": 146, + "val_size": 88, + "test_size": 349, + "stats": { + "mean": [ + [ + -0.06850946301369858, + -0.0660989635342466, + -0.043828577945205456, + -0.023010099041095942, + 0.006519339726027369, + -0.025199812328767113, + -0.0009198609589041257, + -0.051749036301369795, + -0.1729785705479453 + ] + ], + "std": [ + [ + 0.960568795724854, + 0.7317880619730879, + 0.8532176637131939, + 0.846889651522413, + 0.8393088412983767, + 0.6466602014941917, + 1.025247253115212, + 1.0319261806513593, + 0.9884325003029147 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.4555874168872833, + "72": 0.2750716507434845, + "108": 0.17765043675899506, + "255": 0.11747851222753525 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ilpd-indian-liver/fold_3/result.json b/UCI_N4/ortho/runs/ilpd-indian-liver/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b52849599779aa3c4c0efc25b91c142e813a2402 --- /dev/null +++ b/UCI_N4/ortho/runs/ilpd-indian-liver/fold_3/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.6428571428571429, + "test_acc": 0.5779036827195467, + "train_size": 146, + "val_size": 84, + "test_size": 353, + "stats": { + "mean": [ + [ + 0.10156164794520553, + 0.11148967165753422, + 0.14932299390410964, + -0.06575168465753424, + 0.08565644520547948, + 0.041416027397260274, + 0.12780630068493154, + 0.0825649349315068, + 0.027512271917808223 + ] + ], + "std": [ + [ + 0.9791992181077636, + 1.0803158704678002, + 1.2337654004282645, + 0.900953545319748, + 1.161354860471408, + 0.8045626472841879, + 0.9144661645250372, + 1.0285214362372226, + 1.0463698865975202 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.48158639669418335, + "72": 0.3767705261707306, + "108": 0.24645891785621643, + "255": 0.09631727635860443 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/image-segmentation/fold_0/result.json b/UCI_N4/ortho/runs/image-segmentation/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e8c9270f66eeaedf0d8f71d090d019fb24c2b180 --- /dev/null +++ b/UCI_N4/ortho/runs/image-segmentation/fold_0/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.9, + "test_acc": 0.9125, + "train_size": 2100, + "val_size": 50, + "test_size": 160, + "stats": { + "mean": [ + [ + 4.532088989809121e-17, + -7.34333229144925e-17, + 5.686456596603897e-16, + -1.441175221489608e-16, + 1.2583849306495375e-16, + -1.7241499233613294e-17, + -4.0893214740359934e-17, + 1.316275131219278e-16, + -6.396999332363997e-18, + -1.3756191952736462e-16, + -3.933361572957697e-17, + -1.1186818667175387e-16, + 2.5106900685451756e-16, + 4.337799960499719e-17, + 4.421066687346605e-17, + -1.850371707708594e-17, + -2.350368577012995e-16, + -9.793753110086202e-17 + ] + ], + "std": [ + [ + 0.9996246758364985, + 0.9995878274866169, + 0.8038207521572458, + 0.7019751493522468, + 0.9960026008909317, + 0.9995397039243666, + 0.9968889591858656, + 0.9995749389029804, + 0.9994997832814528, + 0.9994762671895456, + 0.9995321523164318, + 0.9994865643378964, + 0.9988998799598826, + 0.9992534567413346, + 0.9989012736519327, + 0.9995288891246146, + 0.9578356691087312, + 0.9933295528418025 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 7, + "depth": 4, + "padding": 36, + "parameters": 3610, + "cert_evals": { + "36": 0.893750011920929, + "72": 0.824999988079071, + "108": 0.768750011920929, + "255": 0.40625 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/image-segmentation/fold_1/result.json b/UCI_N4/ortho/runs/image-segmentation/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e130a9738905a75c73d8534bfdd743c67b906f12 --- /dev/null +++ b/UCI_N4/ortho/runs/image-segmentation/fold_1/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.9361702127659575, + "test_acc": 0.9079754601226994, + "train_size": 2100, + "val_size": 47, + "test_size": 163, + "stats": { + "mean": [ + [ + 4.532088989809121e-17, + -7.34333229144925e-17, + 5.686456596603897e-16, + -1.441175221489608e-16, + 1.2583849306495375e-16, + -1.7241499233613294e-17, + -4.0893214740359934e-17, + 1.316275131219278e-16, + -6.396999332363997e-18, + -1.3756191952736462e-16, + -3.933361572957697e-17, + -1.1186818667175387e-16, + 2.5106900685451756e-16, + 4.337799960499719e-17, + 4.421066687346605e-17, + -1.850371707708594e-17, + -2.350368577012995e-16, + -9.793753110086202e-17 + ] + ], + "std": [ + [ + 0.9996246758364985, + 0.9995878274866169, + 0.8038207521572458, + 0.7019751493522468, + 0.9960026008909317, + 0.9995397039243666, + 0.9968889591858656, + 0.9995749389029804, + 0.9994997832814528, + 0.9994762671895456, + 0.9995321523164318, + 0.9994865643378964, + 0.9988998799598826, + 0.9992534567413346, + 0.9989012736519327, + 0.9995288891246146, + 0.9578356691087312, + 0.9933295528418025 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 7, + "depth": 4, + "padding": 36, + "parameters": 3610, + "cert_evals": { + "36": 0.8650306463241577, + "72": 0.8159509301185608, + "108": 0.7361962795257568, + "255": 0.38036808371543884 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/image-segmentation/fold_2/result.json b/UCI_N4/ortho/runs/image-segmentation/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..dfb60aa188f1b38d4e362fb164f39ebd4331d539 --- /dev/null +++ b/UCI_N4/ortho/runs/image-segmentation/fold_2/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 15, + "best_val_acc": 0.9534883720930233, + "test_acc": 0.9101796407185628, + "train_size": 2100, + "val_size": 43, + "test_size": 167, + "stats": { + "mean": [ + [ + 4.532088989809121e-17, + -7.34333229144925e-17, + 5.686456596603897e-16, + -1.441175221489608e-16, + 1.2583849306495375e-16, + -1.7241499233613294e-17, + -4.0893214740359934e-17, + 1.316275131219278e-16, + -6.396999332363997e-18, + -1.3756191952736462e-16, + -3.933361572957697e-17, + -1.1186818667175387e-16, + 2.5106900685451756e-16, + 4.337799960499719e-17, + 4.421066687346605e-17, + -1.850371707708594e-17, + -2.350368577012995e-16, + -9.793753110086202e-17 + ] + ], + "std": [ + [ + 0.9996246758364985, + 0.9995878274866169, + 0.8038207521572458, + 0.7019751493522468, + 0.9960026008909317, + 0.9995397039243666, + 0.9968889591858656, + 0.9995749389029804, + 0.9994997832814528, + 0.9994762671895456, + 0.9995321523164318, + 0.9994865643378964, + 0.9988998799598826, + 0.9992534567413346, + 0.9989012736519327, + 0.9995288891246146, + 0.9578356691087312, + 0.9933295528418025 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 7, + "depth": 4, + "padding": 36, + "parameters": 3610, + "cert_evals": { + "36": 0.8682634830474854, + "72": 0.832335352897644, + "108": 0.7844311594963074, + "255": 0.34131738543510437 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/image-segmentation/fold_3/result.json b/UCI_N4/ortho/runs/image-segmentation/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b6256d9a1c0cb1004fbeef36671fbf09850571e5 --- /dev/null +++ b/UCI_N4/ortho/runs/image-segmentation/fold_3/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 4, + "best_val_acc": 0.8611111111111112, + "test_acc": 0.8908045977011494, + "train_size": 2100, + "val_size": 36, + "test_size": 174, + "stats": { + "mean": [ + [ + 4.532088989809121e-17, + -7.34333229144925e-17, + 5.686456596603897e-16, + -1.441175221489608e-16, + 1.2583849306495375e-16, + -1.7241499233613294e-17, + -4.0893214740359934e-17, + 1.316275131219278e-16, + -6.396999332363997e-18, + -1.3756191952736462e-16, + -3.933361572957697e-17, + -1.1186818667175387e-16, + 2.5106900685451756e-16, + 4.337799960499719e-17, + 4.421066687346605e-17, + -1.850371707708594e-17, + -2.350368577012995e-16, + -9.793753110086202e-17 + ] + ], + "std": [ + [ + 0.9996246758364985, + 0.9995878274866169, + 0.8038207521572458, + 0.7019751493522468, + 0.9960026008909317, + 0.9995397039243666, + 0.9968889591858656, + 0.9995749389029804, + 0.9994997832814528, + 0.9994762671895456, + 0.9995321523164318, + 0.9994865643378964, + 0.9988998799598826, + 0.9992534567413346, + 0.9989012736519327, + 0.9995288891246146, + 0.9578356691087312, + 0.9933295528418025 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 7, + "depth": 4, + "padding": 36, + "parameters": 3610, + "cert_evals": { + "36": 0.8563218116760254, + "72": 0.7988505959510803, + "108": 0.6954023241996765, + "255": 0.33908045291900635 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ionosphere/fold_0/result.json b/UCI_N4/ortho/runs/ionosphere/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4efcdcdc4b5c387e0b0c264f9666ca53cc19ffb5 --- /dev/null +++ b/UCI_N4/ortho/runs/ionosphere/fold_0/result.json @@ -0,0 +1,96 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.8936170212765957, + "test_acc": 0.9305555555555556, + "train_size": 88, + "val_size": 47, + "test_size": 216, + "stats": { + "mean": [ + [ + -0.053792624999999955, + 0.11437863863636365, + -0.09784573977272727, + 0.037641697727272765, + 0.03979244659090908, + -0.022637212499999986, + -0.03695475681818172, + -0.03367938977272729, + -0.021329492045454524, + -0.09884267272727273, + 0.035718605681818186, + 0.06464764249999998, + -0.019363167613636392, + -0.05855647840909092, + -0.09749018068181807, + -0.038717673863636344, + -0.20421359857954527, + -0.07935669659090909, + -0.1400404538977272, + 0.02510688295454545, + -0.037117688954545446, + 0.033973999999999976, + -0.1653208722727273, + 0.005757295454545449, + -0.1324492284090909, + -0.08898458409090908, + -0.05795820443181821, + -0.02483663102272733, + -0.08507457556818178, + 0.08867289204545453, + -0.04576606920454543, + 0.02797571125000001, + -0.0760243448863635 + ] + ], + "std": [ + [ + 1.0628766820372375, + 0.7507239967772006, + 1.0291396537758577, + 0.8884938256308751, + 0.9340022757733981, + 0.913837455075107, + 0.9736609191811407, + 0.9876988868200146, + 1.0170932036566493, + 0.9930860356859771, + 0.9548850329366211, + 0.9223725518038193, + 0.8913550898838349, + 1.0187510679778873, + 1.017494178014936, + 1.0307802521113834, + 0.975629252171648, + 1.0218068809970482, + 0.9797731524500652, + 0.9502446255339264, + 0.9112949974613238, + 0.9538996196640592, + 0.8900589740016208, + 0.9778636762599577, + 0.9154522749390646, + 1.05891815419685, + 0.9349516698212756, + 1.028413342097531, + 1.0174809086582552, + 0.8603550537251974, + 0.9177215824920913, + 0.9334496357023497, + 0.9708996223344086 + ] + ] + }, + "width": 128, + "in_features": 33, + "out_features": 2, + "depth": 4, + "padding": 66, + "parameters": 11225, + "cert_evals": { + "36": 0.875, + "72": 0.8379629850387573, + "108": 0.8009259104728699, + "255": 0.5601851940155029 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ionosphere/fold_1/result.json b/UCI_N4/ortho/runs/ionosphere/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f6eba79cee2cd1a2d6c1a035ea6ce665be04dc4b --- /dev/null +++ b/UCI_N4/ortho/runs/ionosphere/fold_1/result.json @@ -0,0 +1,96 @@ +{ + "best_epoch": 23, + "best_val_acc": 0.9454545454545454, + "test_acc": 0.9038461538461539, + "train_size": 88, + "val_size": 55, + "test_size": 208, + "stats": { + "mean": [ + [ + -0.05379262500000004, + 0.057230188340909066, + -0.12594148852272724, + -0.0657140477272727, + 0.03683578340909091, + -0.019606631818181786, + -0.060358038636363666, + 0.04340084659090913, + -0.0891362948863636, + 0.11950643409090907, + -0.0431416420454545, + 0.015000489886363617, + 0.006661120113636418, + 0.05273973636363641, + 0.015397984090909127, + 0.014861920909090958, + 0.1809429574999999, + 0.08595570852272723, + 0.06362748978409093, + 0.013652813181818213, + 0.08379081831818179, + 0.012709255681818172, + 0.05176218068181814, + -0.0808674875, + 0.0755702415909092, + 0.018801221590909037, + 0.00032548409090908274, + -0.044570049999999944, + -0.06261137522727273, + -0.029789787386363672, + 0.05672472590909099, + 0.07217833522727275, + -0.1547468361363635 + ] + ], + "std": [ + [ + 1.062876682037237, + 0.9307820453086587, + 1.0773699872895335, + 1.0440681513418153, + 0.8335723077848519, + 1.0288328270221063, + 1.012134427705991, + 0.9381625016034029, + 1.0351171735867382, + 0.8413129464522849, + 0.957745165443786, + 0.996483818815002, + 1.0520779681632726, + 0.9017607688663065, + 0.9016249527670053, + 0.9886646202839675, + 0.948531710759369, + 0.9429119629240612, + 0.9771648840049503, + 1.0130626800360227, + 0.9206929443124036, + 1.0062206389304456, + 0.9740332111643196, + 1.0276361536986764, + 1.004938887359179, + 0.9916060965398966, + 1.0389805297776586, + 0.9937147733197984, + 0.9550117277666471, + 1.045048464961226, + 0.9419333165833579, + 0.9692634514790782, + 0.8827267306674739 + ] + ] + }, + "width": 128, + "in_features": 33, + "out_features": 2, + "depth": 4, + "padding": 66, + "parameters": 11225, + "cert_evals": { + "36": 0.879807710647583, + "72": 0.8317307829856873, + "108": 0.7788462042808533, + "255": 0.5288461446762085 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ionosphere/fold_2/result.json b/UCI_N4/ortho/runs/ionosphere/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d844e4786bcbe898cb3acf368161f93ade493d0f --- /dev/null +++ b/UCI_N4/ortho/runs/ionosphere/fold_2/result.json @@ -0,0 +1,96 @@ +{ + "best_epoch": 38, + "best_val_acc": 0.8813559322033898, + "test_acc": 0.9313725490196079, + "train_size": 88, + "val_size": 59, + "test_size": 204, + "stats": { + "mean": [ + [ + -0.1268343749999996, + 0.03819893595454546, + -0.011457272727272726, + 0.05116481477272727, + -0.0830110590909092, + 0.047313343863636344, + 0.10252151931818183, + 0.1333957454545454, + 0.05029393693181818, + 0.04156139318181821, + -0.001252886136363645, + -0.02304269772727273, + -0.028127184431818178, + 0.09080393977272729, + 0.051952362500000016, + 0.026424043636363623, + 0.004673466193181796, + 0.08743039488636364, + -0.026571849534090915, + 0.14150050181818186, + 0.03335016056818166, + 0.12982050340909096, + 0.16414423761363636, + 0.09544092727272725, + -0.013555443181818177, + 0.13096514511363633, + 0.08380314419318177, + 0.11039518400000002, + 0.10956971738636363, + 0.16996981363636354, + 0.20297531795454554, + 0.13073818977272728, + 0.22886673897727264 + ] + ], + "std": [ + [ + 1.1403639563737902, + 0.9669190187863775, + 0.9172167629719893, + 0.8606790311963011, + 0.9989705798429368, + 0.9373035431734378, + 0.9209352640839872, + 0.8488345605516046, + 0.8825266596197384, + 0.9437597259890439, + 0.8884696173398924, + 1.0048586652940763, + 0.9550518112139788, + 0.9614986333459294, + 0.9194447344313414, + 0.9950631727543465, + 0.9784728631967848, + 0.9580770253420143, + 0.9232846642295484, + 0.9004257495362915, + 0.9845719410626651, + 0.9096258762479161, + 0.9598729860189827, + 0.9018492624900448, + 0.9747064152086655, + 0.8917378557660298, + 1.0112826407608113, + 0.9771390659506771, + 0.934094299138346, + 0.9171760631839044, + 0.9408030802675159, + 0.9489033599031296, + 0.9833308046410482 + ] + ] + }, + "width": 128, + "in_features": 33, + "out_features": 2, + "depth": 4, + "padding": 66, + "parameters": 11225, + "cert_evals": { + "36": 0.9117647409439087, + "72": 0.8970588445663452, + "108": 0.8578431606292725, + "255": 0.6470588445663452 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ionosphere/fold_3/result.json b/UCI_N4/ortho/runs/ionosphere/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..31ccf73c8b193c0425f62c115dba86ec5d964bab --- /dev/null +++ b/UCI_N4/ortho/runs/ionosphere/fold_3/result.json @@ -0,0 +1,96 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.9629629629629629, + "test_acc": 0.9234449760765551, + "train_size": 88, + "val_size": 54, + "test_size": 209, + "stats": { + "mean": [ + [ + -0.05379262500000004, + 0.08337084420454545, + 0.012367452272727331, + -0.10430459318181814, + -0.04320599500000006, + -0.02125417613636366, + 0.13601533749999994, + 0.08083362500000006, + 0.04508737613636362, + 0.06580848409090917, + -0.04573462613636365, + -0.11163381636363634, + -0.08390394295454544, + -0.08376589772727273, + -0.044872403409090926, + -0.0040415840909091135, + -0.08072537250000003, + 0.09002621590909089, + -0.162396136590909, + -0.039994314090909096, + -0.10034994406818182, + -0.025718289772727287, + -0.07362233545454551, + 0.15139177386363645, + -0.09483327613636364, + 0.035840585227272695, + 0.10623734090909087, + 0.16713354263636365, + -0.09824181704545455, + -0.02187183522727274, + -0.02442285272727274, + -0.04313826136363642, + 0.1828973070454546 + ] + ], + "std": [ + [ + 1.062876682037237, + 0.9490576864105106, + 0.9875219449564684, + 1.1736996169419784, + 1.085283557408111, + 1.0964938389858863, + 1.0087899511657812, + 1.0744821220114844, + 1.0108692257357619, + 1.0627108745057163, + 1.0442983244440271, + 1.1469962087719372, + 1.0331323404442145, + 1.1049553685537077, + 1.023216090225595, + 1.0297914379913535, + 1.0415403651865944, + 1.0022218327408114, + 1.0389078436934174, + 1.0658270934057976, + 1.0847302652617432, + 1.0404853997786638, + 1.050257290760166, + 0.893199357426146, + 1.0313013612091906, + 0.9776385188820035, + 1.0220555587416027, + 0.8817940384222789, + 1.0763521420836772, + 1.0347943476784296, + 1.1267168423195861, + 1.0726159506205808, + 1.1123266143540387 + ] + ] + }, + "width": 128, + "in_features": 33, + "out_features": 2, + "depth": 4, + "padding": 66, + "parameters": 11225, + "cert_evals": { + "36": 0.8803827166557312, + "72": 0.8421052098274231, + "108": 0.7846889495849609, + "255": 0.45454543828964233 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/iris/fold_0/result.json b/UCI_N4/ortho/runs/iris/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..dea368cd81d9b802528f2be71b5d3591aad1db0f --- /dev/null +++ b/UCI_N4/ortho/runs/iris/fold_0/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.6666666666666666, + "test_acc": 0.6630434782608695, + "train_size": 37, + "val_size": 21, + "test_size": 92, + "stats": { + "mean": [ + [ + -0.06538616216216218, + 0.037524162162162124, + -0.05163069459459464, + -0.05491507459459471 + ] + ], + "std": [ + [ + 0.9148870367317358, + 1.0881966465526376, + 0.9955337168703222, + 0.9789290060304676 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 306, + "cert_evals": { + "36": 0.6521739363670349, + "72": 0.44565218687057495, + "108": 0.239130437374115, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/iris/fold_1/result.json b/UCI_N4/ortho/runs/iris/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4cad851ba4e2b4df1fa1d0b902b822e9b4c84cb3 --- /dev/null +++ b/UCI_N4/ortho/runs/iris/fold_1/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 11, + "best_val_acc": 0.9310344827586207, + "test_acc": 0.8809523809523809, + "train_size": 37, + "val_size": 29, + "test_size": 84, + "stats": { + "mean": [ + [ + -0.1894133945945945, + -0.14947308108108107, + -0.07307603783783788, + -0.09033012864864856 + ] + ], + "std": [ + [ + 0.9592123832790647, + 0.9096266883189955, + 1.0119512040032557, + 1.0176631024602978 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 306, + "cert_evals": { + "36": 0.5595238208770752, + "72": 0.3214285671710968, + "108": 0.1428571492433548, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/iris/fold_2/result.json b/UCI_N4/ortho/runs/iris/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8102a216ace92c2cd84df2c48906e0f2c9621c50 --- /dev/null +++ b/UCI_N4/ortho/runs/iris/fold_2/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.34782608695652173, + "test_acc": 0.32222222222222224, + "train_size": 37, + "val_size": 23, + "test_size": 90, + "stats": { + "mean": [ + [ + 0.12065495945945945, + 0.08115708108108108, + -0.014868264864864856, + 0.0017480032432432313 + ] + ], + "std": [ + [ + 1.079972374505205, + 0.8268394002889127, + 1.0381376116445211, + 1.0358017457861401 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 306, + "cert_evals": { + "36": 0.3222222328186035, + "72": 0.3222222328186035, + "108": 0.31111112236976624, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/iris/fold_3/result.json b/UCI_N4/ortho/runs/iris/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d6912d8163f27292d4c701990561efe36b70f934 --- /dev/null +++ b/UCI_N4/ortho/runs/iris/fold_3/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 71, + "best_val_acc": 0.7647058823529411, + "test_acc": 0.6582278481012658, + "train_size": 37, + "val_size": 34, + "test_size": 79, + "stats": { + "mean": [ + [ + 0.019474235135135163, + 0.1372560810810812, + -0.050099464864865016, + -0.012418108108108169 + ] + ], + "std": [ + [ + 1.0035126577760827, + 0.9654086463610752, + 1.0191317626227525, + 1.0325640931007958 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 306, + "cert_evals": { + "36": 0.41772153973579407, + "72": 0.3544303774833679, + "108": 0.3164556920528412, + "255": 0.13924050331115723 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/led-display/fold_0/result.json b/UCI_N4/ortho/runs/led-display/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f65a40e80d2673f682a3bd6734cc4d99404f5f29 --- /dev/null +++ b/UCI_N4/ortho/runs/led-display/fold_0/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 56, + "best_val_acc": 0.6282051282051282, + "test_acc": 0.7003367003367004, + "train_size": 250, + "val_size": 156, + "test_size": 594, + "stats": { + "mean": [ + [ + 0.007071759999999854, + -0.06713887999999998, + 0.04580425999999983, + -0.02524725599999987, + 0.032490744000000016, + 0.026608120000000096, + 1.7199999999801818e-06 + ] + ], + "std": [ + [ + 0.9950459658737895, + 1.009900234084628, + 0.9724760974354865, + 1.0074396393306633, + 1.004766715631752, + 0.9754811567914686, + 0.9994980323196654 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 10, + "depth": 4, + "padding": 14, + "parameters": 685, + "cert_evals": { + "36": 0.6649831533432007, + "72": 0.6228955984115601, + "108": 0.466329962015152, + "255": 0.10437709838151932 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/led-display/fold_1/result.json b/UCI_N4/ortho/runs/led-display/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..cf22f4212d244015cd9b5fac540326bedf58d10e --- /dev/null +++ b/UCI_N4/ortho/runs/led-display/fold_1/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 61, + "best_val_acc": 0.7021276595744681, + "test_acc": 0.7110016420361248, + "train_size": 250, + "val_size": 141, + "test_size": 609, + "stats": { + "mean": [ + [ + -0.030645360000000187, + 0.03051721599999998, + -0.07328692000000013, + -0.01683115199999986, + -0.024368800000000006, + 0.02660812000000029, + 1.7199999999624183e-06 + ] + ], + "std": [ + [ + 1.018012947504733, + 0.9932371252643158, + 1.0370805647209447, + 1.0048701299259322, + 0.9948347843380658, + 0.9754811567914693, + 0.9994980323196655 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 10, + "depth": 4, + "padding": 14, + "parameters": 685, + "cert_evals": { + "36": 0.6715927720069885, + "72": 0.6453201770782471, + "108": 0.5944170951843262, + "255": 0.10509031265974045 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/led-display/fold_2/result.json b/UCI_N4/ortho/runs/led-display/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..65cd3e9eb310e70d8163cfb9e0a913540fcfef06 --- /dev/null +++ b/UCI_N4/ortho/runs/led-display/fold_2/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 62, + "best_val_acc": 0.6687898089171974, + "test_acc": 0.715008431703204, + "train_size": 250, + "val_size": 157, + "test_size": 593, + "stats": { + "mean": [ + [ + -0.02121608000000006, + -0.018310832, + -0.02748262000000013, + 0.008417160000000156, + 0.01624516000000005, + 0.026608120000000093, + -0.01687781599999998 + ] + ], + "std": [ + [ + 1.0124517882249175, + 1.002792806702983, + 1.0143765302763266, + 0.9966955712286966, + 1.0022682733933526, + 0.9754811567914692, + 1.005041365963769 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 10, + "depth": 4, + "padding": 14, + "parameters": 685, + "cert_evals": { + "36": 0.6728499531745911, + "72": 0.5733558535575867, + "108": 0.47892075777053833, + "255": 0.15008431673049927 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/led-display/fold_3/result.json b/UCI_N4/ortho/runs/led-display/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..698115142888274ad6f2c6343102d2065bab33aa --- /dev/null +++ b/UCI_N4/ortho/runs/led-display/fold_3/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 64, + "best_val_acc": 0.7289156626506024, + "test_acc": 0.7311643835616438, + "train_size": 250, + "val_size": 166, + "test_size": 584, + "stats": { + "mean": [ + [ + -0.0023575200000001267, + 0.0061031919999999995, + 0.009160819999999905, + -0.04207946399999987, + -0.016246007999999923, + -0.1011123440000001, + 0.05064032800000006 + ] + ], + "std": [ + [ + 1.0009703691603724, + 0.9983249694649329, + 0.9943226309022788, + 1.0123492183086487, + 0.9964583563164333, + 1.0799745182608878, + 0.9809392436444123 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 10, + "depth": 4, + "padding": 14, + "parameters": 685, + "cert_evals": { + "36": 0.7003424763679504, + "72": 0.6472602486610413, + "108": 0.5993150472640991, + "255": 0.1523972600698471 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/lenses/fold_0/result.json b/UCI_N4/ortho/runs/lenses/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..258c034d34567c28a04feeaac6ef0df24f6a2a4d --- /dev/null +++ b/UCI_N4/ortho/runs/lenses/fold_0/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5, + "test_acc": 0.35714285714285715, + "train_size": 6, + "val_size": 4, + "test_size": 14, + "stats": { + "mean": [ + [ + 0.0, + 0.6526299999999999, + 0.0, + -0.32631499999999997 + ] + ], + "std": [ + [ + 0.9789467406691065, + 0.7296625220778439, + 0.978945, + 0.922958197211553 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 306, + "cert_evals": { + "36": 0.2857142984867096, + "72": 0.2142857313156128, + "108": 0.1428571492433548, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/lenses/fold_1/result.json b/UCI_N4/ortho/runs/lenses/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..55a8d7ffd6a128412e6dec95c7781de2b4a8bf74 --- /dev/null +++ b/UCI_N4/ortho/runs/lenses/fold_1/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5, + "test_acc": 0.35714285714285715, + "train_size": 6, + "val_size": 4, + "test_size": 14, + "stats": { + "mean": [ + [ + 0.0, + -0.32631499999999997, + -0.6526299999999999, + 0.0 + ] + ], + "std": [ + [ + 0.9789467406691065, + 0.922958197211553, + 0.7296625220778439, + 0.978945 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 306, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/lenses/fold_2/result.json b/UCI_N4/ortho/runs/lenses/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..929aa5942f4ab716b31264ac7ef3afa75b6edd7d --- /dev/null +++ b/UCI_N4/ortho/runs/lenses/fold_2/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5, + "test_acc": 0.125, + "train_size": 6, + "val_size": 2, + "test_size": 16, + "stats": { + "mean": [ + [ + 0.0, + 0.0, + 0.32631499999999997, + 0.0 + ] + ], + "std": [ + [ + 0.9789467406691065, + 0.978945, + 0.9229581972115529, + 0.978945 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 306, + "cert_evals": { + "36": 0.125, + "72": 0.0625, + "108": 0.0625, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/lenses/fold_3/result.json b/UCI_N4/ortho/runs/lenses/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7e1081ecbbbaa83d9cee6ab3851a0352247ec60d --- /dev/null +++ b/UCI_N4/ortho/runs/lenses/fold_3/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.25, + "test_acc": 0.42857142857142855, + "train_size": 6, + "val_size": 4, + "test_size": 14, + "stats": { + "mean": [ + [ + -0.59948, + 0.32631499999999997, + 0.32631499999999997, + -0.32631499999999997 + ] + ], + "std": [ + [ + 0.915720825870709, + 0.9229581972115529, + 0.922958197211553, + 0.922958197211553 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 306, + "cert_evals": { + "36": 0.0, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/letter/fold_0/result.json b/UCI_N4/ortho/runs/letter/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3de75c39491ad22343a0358a1a124ff00653e0c9 --- /dev/null +++ b/UCI_N4/ortho/runs/letter/fold_0/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 80, + "best_val_acc": 0.7103628636809415, + "test_acc": 0.6973452809647434, + "train_size": 5000, + "val_size": 3059, + "test_size": 11941, + "stats": { + "mean": [ + [ + 0.00514853171999978, + 0.005659159839999929, + 0.015561632360000245, + 0.01129863240000007, + 0.0052732767999999685, + 0.00552804246000023, + -0.003806189400000043, + 0.004888994199999829, + 0.008798804439999558, + -0.008297726599999769, + 0.0009121625999998376, + 0.004806467700000183, + 0.003901915299999814, + -0.011281666800000121, + -0.0074610201999999294, + 0.003215448200000049 + ] + ], + "std": [ + [ + 0.9872835099546217, + 1.006134190408135, + 0.9972389123333294, + 1.0049266649751227, + 0.9943131104630408, + 0.9927707764568473, + 1.0068065835854811, + 1.0134669668414158, + 1.0040007520709764, + 0.9997230654740944, + 1.007968354670923, + 1.0003581319476724, + 1.005041480077882, + 1.0049516430140362, + 0.9976563117551296, + 0.9860491581099939 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 26, + "depth": 4, + "padding": 32, + "parameters": 3517, + "cert_evals": { + "36": 0.6235658526420593, + "72": 0.5315300226211548, + "108": 0.4374842941761017, + "255": 0.14739133417606354 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/letter/fold_1/result.json b/UCI_N4/ortho/runs/letter/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..43ac2894d4ae89af102ec8b85b02c97506898da5 --- /dev/null +++ b/UCI_N4/ortho/runs/letter/fold_1/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 55, + "best_val_acc": 0.6997749919639987, + "test_acc": 0.69728320296072, + "train_size": 5000, + "val_size": 3111, + "test_size": 11889, + "stats": { + "mean": [ + [ + 0.0029532797399999047, + 0.004388175279999976, + 0.004244063760000119, + 0.012979005999999998, + -0.004678983799999144, + 0.003455055400000179, + -0.007418534600000143, + 0.003926012599999779, + 0.00795879715999929, + -0.00524365779999995, + -0.01178226520000005, + -0.015187571099999951, + -0.012475097320000503, + -0.0018423520000003316, + -0.013382179199999674, + -0.004821816599999932 + ] + ], + "std": [ + [ + 0.9986276678083476, + 0.9950343941586423, + 0.99640667299183, + 1.0000071963490385, + 0.992160528900722, + 1.0037788827185958, + 1.0135243337906252, + 1.019023638516362, + 1.0086984945355297, + 1.009749704171076, + 1.013939210703217, + 0.9887907814862574, + 0.9896867749920725, + 0.9916791039398155, + 1.0056717046836126, + 1.0037598172363915 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 26, + "depth": 4, + "padding": 32, + "parameters": 3517, + "cert_evals": { + "36": 0.6240222454071045, + "72": 0.533686637878418, + "108": 0.43451932072639465, + "255": 0.1449238806962967 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/letter/fold_2/result.json b/UCI_N4/ortho/runs/letter/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..25d1d0c7e02f96804c4769a0af55d937b66b2791 --- /dev/null +++ b/UCI_N4/ortho/runs/letter/fold_2/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 99, + "best_val_acc": 0.6982758620689655, + "test_acc": 0.6994214876033058, + "train_size": 5000, + "val_size": 2900, + "test_size": 12100, + "stats": { + "mean": [ + [ + 0.021874334520000687, + 0.017884720619999826, + 0.014568840500000449, + 0.006699696200000058, + -0.00020502299999983865, + 0.011056104300000202, + -0.0043222202000001006, + -0.005629635800000384, + 0.0012383624799995345, + 0.011071598799999905, + -0.0038767746000001103, + -0.0036525290000001725, + 0.002787233879999989, + 0.011734750599999826, + -0.007305219399999943, + 0.006554009400000075 + ] + ], + "std": [ + [ + 1.018882039972734, + 0.9909097519297484, + 1.011006149224975, + 0.9981095511490614, + 0.9744828743262628, + 1.0187271547521726, + 1.0142349021053059, + 1.0059981552155532, + 1.0032678982013254, + 0.9974167859950539, + 0.9962881566563585, + 1.0100493766021112, + 0.9931648907076084, + 1.0108922135098513, + 1.0056449285270137, + 1.001713691144833 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 26, + "depth": 4, + "padding": 32, + "parameters": 3517, + "cert_evals": { + "36": 0.6250413060188293, + "72": 0.5339669585227966, + "108": 0.4430578351020813, + "255": 0.1473553627729416 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/letter/fold_3/result.json b/UCI_N4/ortho/runs/letter/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3c522a058e1c87ec164beea88b7b4d2fdf40d8d0 --- /dev/null +++ b/UCI_N4/ortho/runs/letter/fold_3/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 70, + "best_val_acc": 0.7061769616026711, + "test_acc": 0.6958767180341524, + "train_size": 5000, + "val_size": 2995, + "test_size": 12005, + "stats": { + "mean": [ + [ + 0.004834942479999971, + 0.001483113019999944, + -0.0019111359399998356, + 0.0075840941999999545, + -0.0010267499999996761, + 0.017176408160000104, + -0.001742007400000528, + -0.001036997800000219, + 0.003506500319999635, + -0.004038084999999959, + -0.005625091799999523, + 0.0011537186999995067, + 0.00047216481999986826, + -0.0067559524000002655, + 0.007341836400000017, + 0.0008661090000000479 + ] + ], + "std": [ + [ + 1.004162670449844, + 1.0009285120042208, + 1.0009316003026747, + 1.0058812415247276, + 1.0013613633110403, + 0.9913646988590394, + 0.9980301597574796, + 0.9947148416325726, + 0.9936745035912995, + 0.9961424729063775, + 0.9987978729631191, + 0.9997824037300547, + 0.9953405790803281, + 1.0103550196199995, + 1.0017727765855509, + 1.0101591352858876 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 26, + "depth": 4, + "padding": 32, + "parameters": 3517, + "cert_evals": { + "36": 0.6140774488449097, + "72": 0.527280330657959, + "108": 0.4379008710384369, + "255": 0.1482715606689453 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/libras/fold_0/result.json b/UCI_N4/ortho/runs/libras/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2f856566de5e5ebe3c4ee735654f81733f26f4e8 --- /dev/null +++ b/UCI_N4/ortho/runs/libras/fold_0/result.json @@ -0,0 +1,210 @@ +{ + "best_epoch": 29, + "best_val_acc": 0.6666666666666666, + "test_acc": 0.7612612612612613, + "train_size": 90, + "val_size": 48, + "test_size": 222, + "stats": { + "mean": [ + [ + 0.059153607855555554, + -0.022086486111111102, + 0.05922882088888888, + -0.02086866645555565, + 0.056779304333333384, + -0.018696930000000046, + 0.05689053533333337, + -0.016248013333333245, + 0.0569165588888889, + -0.0036989233333332458, + 0.06283389777777776, + -0.0037991557777777556, + 0.05937392222222222, + -0.007620807444444464, + 0.05464593999999994, + -0.011244530777777774, + 0.04970278000000001, + -0.013921464755555614, + 0.04771983000000002, + -0.019249020222222305, + 0.044871499788888936, + -0.020557805333333252, + 0.03973438522222228, + -0.026101116888888873, + 0.0330146356666666, + -0.027676334444444468, + 0.034978265333333355, + -0.0210573455555555, + 0.04064138888888893, + -0.01831029133333337, + 0.044241277888888826, + -0.010786282777777736, + 0.051733793333333285, + -0.0034738184444444765, + 0.045049727888888905, + -0.021378303111111135, + 0.04119049111111115, + -0.045665581555555515, + 0.03553613722222227, + -0.07517735188888884, + 0.022791370888888884, + -0.09528456055555552, + 0.01893847222222228, + -0.11598632511111107, + 0.02626179000000001, + -0.1326080574444444, + 0.034327293333333335, + -0.13289333, + 0.03746381222222225, + -0.11572220622222221, + 0.042059589422222224, + -0.09740232666666666, + 0.04862533955555555, + -0.08259843555555557, + 0.04790880555555556, + -0.06473083111111111, + 0.04817679555555557, + -0.043231756999999996, + 0.05318957111111112, + -0.019220134666666673, + 0.055677036666666645, + -0.002841064555555544, + 0.05546902555555555, + 0.003981006666666653, + 0.05436141222222221, + 0.010304663333333285, + 0.04651793477777778, + 0.004333857777777748, + 0.038974952222222185, + -0.008231636300000048, + 0.03247019888888887, + -0.02334288095555553, + 0.03011131132222221, + -0.030717089555555615, + 0.02976556422222225, + -0.03948321999999996, + 0.022267378333333344, + -0.03566932055555558, + 0.015906501777777787, + -0.04077892000000001, + 0.011949363777777782, + -0.03570859, + 0.004940353333333312, + -0.031180698333333357, + 0.0004020502222222259, + -0.025412966666666658, + -0.002333565333333347, + -0.02677985111111109, + -0.0059334082222222105, + -0.026852045555555534 + ] + ], + "std": [ + [ + 1.0272697848649774, + 0.9664771136823957, + 1.027688880747467, + 0.9662624765656191, + 1.0292677018687986, + 0.9684534093051018, + 1.0319599452853536, + 0.9677596062743243, + 1.0377674721252286, + 0.9616782342445047, + 1.0370360978842266, + 0.9555582821931108, + 1.0289925918383118, + 0.9579834639182713, + 1.0189074336088546, + 0.9625256328191537, + 1.0121348350240766, + 0.9646803522961049, + 1.0126185493427433, + 0.9598197286028425, + 1.0189730181818124, + 0.951620173828917, + 1.0350698342948041, + 0.9370228296137644, + 1.0541894305710373, + 0.9184614636871827, + 1.0696682809354456, + 0.9329853150754773, + 1.0890255312769253, + 0.9489615861352966, + 1.1066977252299934, + 0.9608235727079338, + 1.1024326497238879, + 0.9717686177151472, + 1.0972507342710132, + 0.9657911543082057, + 1.069178058095652, + 0.9664501545749722, + 1.0261884635827954, + 0.9801982751719368, + 0.9882367711096164, + 1.0014044489935727, + 0.9672861968365165, + 1.024725533269629, + 0.9648715731537318, + 1.033145694150089, + 0.973815805756156, + 1.0313002194928262, + 0.9859951872457644, + 1.0345119812696684, + 0.9964608835988579, + 1.0372020790742669, + 1.002794362543549, + 1.050476963151338, + 1.0100223483256028, + 1.051659471579452, + 1.0207177149077362, + 1.0380336604147125, + 1.0274778037875825, + 1.0217936789225461, + 1.023355900720886, + 0.99539519439483, + 1.0134647330026565, + 0.9689247631505362, + 1.0089599239522917, + 0.950558838647045, + 1.008875615908425, + 0.9499906362659443, + 1.0089288969813415, + 0.9607648958830952, + 1.0158951823905173, + 0.9737378299181498, + 1.0199933463033373, + 0.9860581507065539, + 1.0263547725332822, + 1.0015989523192506, + 1.032627742296777, + 1.0279180377810286, + 1.0376802603494275, + 1.050663043279449, + 1.0450149927264303, + 1.0536672233709206, + 1.048344449365565, + 1.0509585135332231, + 1.049228637606536, + 1.0418893656144446, + 1.0487172103574718, + 1.0370002214587464, + 1.0495960897157208, + 1.0304275340443008 + ] + ] + }, + "width": 512, + "in_features": 90, + "out_features": 15, + "depth": 4, + "padding": 180, + "parameters": 84258, + "cert_evals": { + "36": 0.7027027010917664, + "72": 0.6261261701583862, + "108": 0.5495495796203613, + "255": 0.2522522509098053 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/libras/fold_1/result.json b/UCI_N4/ortho/runs/libras/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..83c33d06607827feb0200d254c1ec46960bd21e3 --- /dev/null +++ b/UCI_N4/ortho/runs/libras/fold_1/result.json @@ -0,0 +1,210 @@ +{ + "best_epoch": 16, + "best_val_acc": 0.75, + "test_acc": 0.6495327102803738, + "train_size": 90, + "val_size": 56, + "test_size": 214, + "stats": { + "mean": [ + [ + -0.033764339333333275, + 0.0455450088888889, + -0.0393941557777778, + 0.0442136877777778, + -0.045103564444444466, + 0.04001134399999995, + -0.05244813000000002, + 0.028505362222222205, + -0.06154681444444444, + 0.021204386666666637, + -0.07797415355555551, + 0.01921581555555562, + -0.10197233555555556, + 0.006906205777777777, + -0.12702198222222222, + -0.005695309999999986, + -0.14416418666666672, + -0.02292435444444457, + -0.16337620333333333, + -0.03858305355555561, + -0.1711072416555556, + -0.04597038555555552, + -0.17688608222222224, + -0.0510546662222222, + -0.1777130125555556, + -0.055949267777777756, + -0.1758602002222223, + -0.056614647777777784, + -0.17039360222222222, + -0.06617457911111113, + -0.16981005877777777, + -0.07106641555555543, + -0.16308817222222222, + -0.05537972144444455, + -0.14865953544444438, + -0.04185643888888888, + -0.12450770666666665, + -0.020887783333333316, + -0.0970945600000001, + -0.01284855222222223, + -0.06770919911111105, + -0.006189087555555519, + -0.045649386666666646, + -0.019774148444444417, + -0.024750903666666667, + -0.028532645999999984, + -0.008615883333333359, + -0.04990173111111105, + 0.0027711554444444235, + -0.06698789577777778, + 0.001936522755555571, + -0.08285931522222224, + -0.0073226571111110784, + -0.08259888076666667, + -0.02258475644444445, + -0.07283224555555554, + -0.03855426111111113, + -0.06328560555555554, + -0.06116145375555557, + -0.06039820777777778, + -0.08062423999999999, + -0.06031211888888889, + -0.1001700812222222, + -0.0643715877777778, + -0.11488044000000007, + -0.06820063999999999, + -0.1203164692222222, + -0.07924086666666665, + -0.12108284722222223, + -0.0915652744444445, + -0.11548237566666666, + -0.10036381111111108, + -0.10867505555555551, + -0.11164193444444444, + -0.10020240444444449, + -0.12007570888888885, + -0.09298762111111107, + -0.12944496888888887, + -0.0845759822222222, + -0.12039282000000003, + -0.07738502700000004, + -0.1146484011111111, + -0.06909253888888889, + -0.09596822888888885, + -0.0527662786666667, + -0.08531162555555549, + -0.04094482422222221, + -0.0668187426666667, + -0.03109291377777779, + -0.049228804444444406 + ] + ], + "std": [ + [ + 0.9391947140806977, + 0.9661200046110473, + 0.9369047047249826, + 0.965372181859147, + 0.9379655989040812, + 0.9626856204401466, + 0.9383704435642225, + 0.9596973553804454, + 0.9435124416750471, + 0.9569644766257196, + 0.9507806726832521, + 0.9503884002742878, + 0.9577699621134407, + 0.945652945681381, + 0.9650370451264835, + 0.9434629223854399, + 0.9739544466032157, + 0.9438505847776927, + 0.9764228611015309, + 0.9469890572332942, + 0.9779898535101123, + 0.9533340820544212, + 0.9757437918199428, + 0.9549347448822753, + 0.9663610809902762, + 0.9438525284454122, + 0.952169999214585, + 0.9678377690397413, + 0.9393886782621469, + 0.9947209380373468, + 0.9361716970367747, + 1.0123442945183636, + 0.9252713522214633, + 1.0260951627274713, + 0.9231710047035482, + 1.025557832763311, + 0.9248516800643717, + 1.0172305910811887, + 0.9282810826954029, + 1.0064682263739466, + 0.9205614506509361, + 0.9946120696327407, + 0.9081070345079777, + 0.9949749986778512, + 0.9033325693342755, + 1.006822968070411, + 0.9085081292518836, + 1.0191220579997762, + 0.9153594418262174, + 1.0318423200857954, + 0.9183368353262834, + 1.0392962508240564, + 0.9237882688127866, + 1.055023953325584, + 0.9343012330154237, + 1.0481089228331875, + 0.9560851685143908, + 1.0339727591956172, + 0.9853902060723677, + 1.0098325304467373, + 0.9988778299057116, + 0.9870909710943886, + 1.0021729674536564, + 0.9828786628007012, + 1.0079592542333784, + 0.9835701890015256, + 1.017348186621727, + 0.9858555228606939, + 1.0242608111755789, + 0.9832306180154835, + 1.0262585496418493, + 0.9866284497369432, + 1.0229030560951116, + 0.9869096028519032, + 1.0172087108740004, + 0.9788435218174495, + 1.0148292680398843, + 0.9702030398470889, + 1.0139464402917768, + 0.9650993937320577, + 1.0142334827118167, + 0.9622076846279796, + 1.0188552180562984, + 0.9619140911906384, + 1.0175453036347175, + 0.9585537532942093, + 1.0155723528745622, + 0.9543291962926345, + 1.012212127147541, + 0.9495775298724907 + ] + ] + }, + "width": 512, + "in_features": 90, + "out_features": 15, + "depth": 4, + "padding": 180, + "parameters": 84258, + "cert_evals": { + "36": 0.6261681914329529, + "72": 0.5514018535614014, + "108": 0.49065420031547546, + "255": 0.29906541109085083 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/libras/fold_2/result.json b/UCI_N4/ortho/runs/libras/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e237b1a38fb217dda427a381d434fc1457e3073f --- /dev/null +++ b/UCI_N4/ortho/runs/libras/fold_2/result.json @@ -0,0 +1,210 @@ +{ + "best_epoch": 31, + "best_val_acc": 0.75, + "test_acc": 0.6635514018691588, + "train_size": 90, + "val_size": 56, + "test_size": 214, + "stats": { + "mean": [ + [ + -0.0795752713666667, + 0.0976775155555555, + -0.0792770048888889, + 0.09542594000000003, + -0.0793193911111111, + 0.09638493444444453, + -0.0793156911111111, + 0.09763250999999992, + -0.08028563333333336, + 0.0968837866666667, + -0.08446061444444444, + 0.09761106766666666, + -0.0858379077777778, + 0.09109071466666677, + -0.08833427666666666, + 0.08412569366666675, + -0.08150408654444444, + 0.07868567302222215, + -0.07937965800000002, + 0.07571118444444438, + -0.07020866522222223, + 0.07384745777777788, + -0.05723015477777777, + 0.06437183422222217, + -0.04520808033333336, + 0.04587258000000005, + -0.029391714666666645, + 0.02986913666666669, + -0.01909765222222218, + 0.021750623000000042, + -0.016599911111111112, + 0.03220027088888891, + -0.021600725555555558, + 0.038351117999999955, + -0.029936903333333327, + 0.043317289555555506, + -0.04636568555555557, + 0.04265821111111109, + -0.06504211555555557, + 0.0398037177777778, + -0.07834400400000001, + 0.03486788355555556, + -0.09061476011111111, + 0.024548287777777737, + -0.10536790666666669, + 0.029715636555555532, + -0.1355004688888889, + 0.023034604444444474, + -0.1566124356666667, + 0.013996776444444445, + -0.17107036222222222, + 0.008349538444444445, + -0.17717941188888894, + 0.011516642222222234, + -0.18186103466666662, + 0.006701916666666682, + -0.1859549, + 0.017993973000000038, + -0.1814516993111111, + 0.023018069777777796, + -0.177811022, + 0.013411195555555524, + -0.17198873444444454, + 0.007958389222222214, + -0.159803446, + 0.01762081777777776, + -0.14861193111111112, + 0.03175548111111108, + -0.13662967000000004, + 0.039799975555555506, + -0.12218454000000008, + 0.05352645888888891, + -0.10940399555555551, + 0.056771615555555516, + -0.10123112444444446, + 0.04481529555555562, + -0.09524841888888891, + 0.04344370633333331, + -0.08900512488888888, + 0.047798668888888826, + -0.08192136066666673, + 0.039209352222222264, + -0.07595590804444444, + 0.038319951666666546, + -0.0710968062222223, + 0.046865989111111096, + -0.06933622333333335, + 0.04505355422222219, + -0.0645431828888889, + 0.048621090000000124 + ] + ], + "std": [ + [ + 0.9995783575072309, + 0.9453718021917624, + 0.9986629556137443, + 0.9447043484979707, + 0.9963987589123307, + 0.9459381244093827, + 0.9892357792736222, + 0.9448309404294691, + 0.9884066352373108, + 0.9409207140609871, + 0.9850607322448387, + 0.9374842650334984, + 0.9943922917763706, + 0.9366045758806816, + 1.0082213369876118, + 0.9387174087314007, + 1.0167982259784791, + 0.9414588919501151, + 1.0151339246945583, + 0.946713464769804, + 1.0115845765750173, + 0.9519023234179994, + 1.0054336883537112, + 0.9439031440238868, + 0.9948632401641084, + 0.9178338997823589, + 0.985985091605607, + 0.8980699861250137, + 0.9786895246049818, + 0.8844782943097348, + 0.9763567999689986, + 0.8891258733016062, + 0.9893411781237217, + 0.8987381436886754, + 1.0077858282578576, + 0.8950579121384119, + 1.0348131829708704, + 0.8802295332034641, + 1.0573036237099012, + 0.8816011636092593, + 1.0741826778133243, + 0.8914978392878847, + 1.076897441410801, + 0.911788092656148, + 1.0751351512562335, + 0.9265647791225483, + 1.0763970425573648, + 0.9407369624799463, + 1.075053685265128, + 0.9417913276181705, + 1.0697018034326975, + 0.9523523099253108, + 1.0619584342897572, + 0.9687246728261701, + 1.0496115620329747, + 0.9819961763171552, + 1.0437880565787132, + 0.9902261296333055, + 1.036776335171439, + 1.0167686539675216, + 1.02719908329187, + 1.0393897565193124, + 1.0151559172418654, + 1.0633025125446949, + 1.0021468886253628, + 1.0845540064051982, + 0.9949848743518965, + 1.0934858712212507, + 0.9936750833266651, + 1.0939158617327953, + 0.9887264840502932, + 1.07687069654482, + 0.9849073877892529, + 1.0495601673985115, + 0.968536122796128, + 1.0302608877871398, + 0.9595525737715221, + 1.0250582586535266, + 0.9494218117785129, + 1.0314076443737552, + 0.9369730450579224, + 1.0282406198941436, + 0.927613615345622, + 1.0110472572993734, + 0.9191954706340935, + 0.9917321431280843, + 0.9152228948941693, + 0.9841156236614271, + 0.9187162282547586, + 0.9920089857228521 + ] + ] + }, + "width": 512, + "in_features": 90, + "out_features": 15, + "depth": 4, + "padding": 180, + "parameters": 84258, + "cert_evals": { + "36": 0.6168224215507507, + "72": 0.5794392228126526, + "108": 0.5373831391334534, + "255": 0.36915886402130127 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/libras/fold_3/result.json b/UCI_N4/ortho/runs/libras/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..cca2565ff08ce6c88321385d45169b80f73caed8 --- /dev/null +++ b/UCI_N4/ortho/runs/libras/fold_3/result.json @@ -0,0 +1,210 @@ +{ + "best_epoch": 16, + "best_val_acc": 0.7333333333333333, + "test_acc": 0.6622222222222223, + "train_size": 90, + "val_size": 45, + "test_size": 225, + "stats": { + "mean": [ + [ + 0.09026950530000002, + -0.03347233166666681, + 0.08805549977777775, + -0.03405123534444449, + 0.08708464222222234, + -0.03423331444444434, + 0.08310377777777779, + -0.037732521111111056, + 0.07844351111111113, + -0.04188870111111114, + 0.07671959222222215, + -0.04202225133333326, + 0.08212408711111117, + -0.0449390454444444, + 0.0878047777777778, + -0.05257811300000004, + 0.09755105444444442, + -0.051445295555555555, + 0.10336957555555559, + -0.05607170222222236, + 0.10687409668888889, + -0.05782803755555547, + 0.10272375744444447, + -0.057026167999999905, + 0.10213378411111111, + -0.044367474444444326, + 0.09731909555555555, + -0.04350549444444442, + 0.08865874400000001, + -0.06280649233333332, + 0.08169131444444443, + -0.08661213244444435, + 0.07810773555555556, + -0.1112553797777778, + 0.07463555555555558, + -0.1263340871111112, + 0.06639933666666666, + -0.1465535255555555, + 0.05377655111111114, + -0.1640056500000001, + 0.04418829777777779, + -0.17093437533333333, + 0.02842860777777779, + -0.16408909622222206, + 0.016942645555555583, + -0.16675064855555574, + 0.0073328979777777265, + -0.1588536488888888, + 0.00373534444444446, + -0.1495966028888889, + 0.0037222849777777105, + -0.1322372677777777, + -0.0027955453333333665, + -0.10401365777777777, + -0.014766566666666684, + -0.0861462788888889, + -0.025277220000000013, + -0.07635618999999995, + -0.03186592444444443, + -0.07135788, + -0.030484778888888852, + -0.06502929344444444, + -0.022410275666666677, + -0.05761954077777779, + -0.016950835555555564, + -0.03907689404444446, + -0.011996154444444438, + -0.029193174444444425, + -0.010071146111111135, + -0.02858531444444451, + -0.007421466666666659, + -0.023952365555555542, + -0.009688820900000063, + -0.01668311955555556, + -0.005838026666666681, + -0.0015534499999999242, + -0.005162895555555574, + -0.0012964042222222037, + -0.001906099777777802, + 0.003737124444444456, + -0.003503918111111117, + 0.001677034444444477, + -0.007449703600000025, + -0.0018753644444445127, + -0.012184628888888922, + 0.0026639691111110986, + -0.016971600444444422, + 0.007810784999999998, + -0.020134840000000025, + 0.010748244444444445 + ] + ], + "std": [ + [ + 0.9926513732856214, + 0.9922740467464981, + 0.9964342900718223, + 0.9915656502494293, + 1.0031269607060127, + 0.9916453686089172, + 1.0081725642875177, + 0.9907693657057502, + 1.0084903680397026, + 0.9923185425628301, + 1.0128792801232473, + 0.9902737219168581, + 1.010792816435926, + 0.9888655842110828, + 1.0031758362749574, + 0.9854298441685992, + 0.9890882368719963, + 0.9804285773312239, + 0.9730772918992427, + 0.9745141433518287, + 0.9567259704295461, + 0.9768662669607254, + 0.9493774355368427, + 1.0038706259343744, + 0.9377382291600974, + 1.0496602487376752, + 0.9305872026550348, + 1.0503150154169958, + 0.9307025386159513, + 1.0392640335949292, + 0.9406209149566932, + 1.0233939080464391, + 0.9494506124739838, + 1.012079221518538, + 0.9489390893774563, + 1.0141082199450873, + 0.9442671255914099, + 1.0105514136076659, + 0.9468901507686455, + 1.0026766110539935, + 0.9613592957699403, + 0.985068403868737, + 0.9800073579280031, + 0.975436460339431, + 1.0032379235377316, + 0.9551918013742791, + 1.028917517888183, + 0.9387713484170384, + 1.0523789652036324, + 0.9234035510206958, + 1.070132196612977, + 0.9175395296994716, + 1.0842267579309721, + 0.9236823939192144, + 1.0897183483523363, + 0.9433433068622874, + 1.086396588028764, + 0.9587574522789919, + 1.0791277022520895, + 0.9570482720019563, + 1.0581187757889448, + 0.9635751628260921, + 1.0294739845645628, + 0.9733935507031055, + 1.0038087220203096, + 0.976159293071053, + 0.9795623017359278, + 0.9735603509166184, + 0.9585371109226899, + 0.9664985333557078, + 0.9486892392383033, + 0.9697532879719861, + 0.9467364294702475, + 0.9789250453647614, + 0.945107639018188, + 0.9917430005321338, + 0.9508272395661652, + 0.9771349829809848, + 0.9547821795258222, + 0.9594346199487507, + 0.9622256316466118, + 0.9685833725709367, + 0.9607418125919945, + 0.9665777543918542, + 0.9594116876542311, + 0.9632493733809626, + 0.9562909158066344, + 0.9622547186764627, + 0.9546903734091414, + 0.9522119089089927 + ] + ] + }, + "width": 512, + "in_features": 90, + "out_features": 15, + "depth": 4, + "padding": 180, + "parameters": 84258, + "cert_evals": { + "36": 0.6133333444595337, + "72": 0.5688889026641846, + "108": 0.4888888895511627, + "255": 0.29777777194976807 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/low-res-spect/fold_0/result.json b/UCI_N4/ortho/runs/low-res-spect/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..94074de81dcb7df531f2558a31c2d0a30e21ede3 --- /dev/null +++ b/UCI_N4/ortho/runs/low-res-spect/fold_0/result.json @@ -0,0 +1,230 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.8658536585365854, + "test_acc": 0.7721518987341772, + "train_size": 133, + "val_size": 82, + "test_size": 316, + "stats": { + "mean": [ + [ + 0.024469110902255578, + 0.005587958646616302, + 0.01128199067669173, + -0.06037009248120303, + -0.05151846172932332, + -0.024907055639097758, + -0.0322428857142857, + -0.07194005187969929, + -0.07847493984962406, + -0.07729481917293234, + -0.0773144627819549, + -0.07946655714285718, + -0.08317833781954889, + -0.08108707368421056, + -0.051557367819548866, + -0.021992530075187956, + 0.014977627969924827, + 0.04699444218045112, + 0.04272368962406013, + 0.05729708105263157, + 0.07787030999999998, + 0.07839934406015038, + 0.09192532827067672, + 0.07718017969924812, + 0.0731354135338346, + 0.07884905857142857, + 0.07964327293233082, + 0.05894142315789478, + 0.062022699022556374, + 0.07031742661654138, + 0.043068441142857156, + 0.04871273007518795, + 0.04621051263157891, + 0.06354882256390976, + 0.0722840044360902, + 0.038285738646616524, + 0.02072807609022559, + 0.04804389000000004, + 0.0138044796992481, + -0.018880903210526323, + 0.011148169654135377, + 0.02407343864661653, + 3.409736842104958e-05, + 0.014395889473684208, + 0.012942278195488701, + 0.003991518496240605, + 0.004891412781954892, + -0.0026670207518796982, + 0.0021274761654135233, + 0.004516233834586465, + -0.017067495330827086, + 0.05021997804511279, + 0.05085938015037594, + 0.049456287593984995, + 0.04968600586466166, + 0.038087282105263166, + 0.0031582917293233393, + 0.021881782706766925, + 0.006666542857142849, + -0.009844528496240594, + 0.009452689842105257, + -0.006844017293233067, + -0.0035632469924812256, + -0.013377724812030098, + -0.0006018690977443607, + -0.018097159398496255, + -0.011943087969924802, + -0.03201817045112783, + 0.003904128195488711, + -0.007856270676691717, + -0.008680359248120318, + 0.014900510601503778, + 0.004884186917293262, + 0.009004930977443638, + 0.005372908571428565, + 0.007624029323308276, + -0.002930867593984958, + -0.006319933082706782, + 0.00469686285714285, + -0.008532866616541344, + 0.0019344359398495853, + -0.004738761654135335, + 0.0044714904511278155, + -0.001649885714285715, + -0.00984493360902256, + -0.01978030300751879, + -0.00966449759398497, + -0.010639091127819557, + -0.00729790171428571, + -0.01663022781954888, + -0.014927266917293243, + -0.0048786105263157985, + -0.023854766390977448, + -0.002417377293233085, + -0.018055805503759383, + -0.035139856165413506, + -0.003715027067669185, + -0.023457403157894727, + -0.028482144812030083, + -0.012900542255639115 + ] + ], + "std": [ + [ + 1.017393269930814, + 0.9859850544384411, + 0.6351269169990451, + 0.9218499349108917, + 0.9397831881819683, + 0.9559682118638801, + 0.9438724801654544, + 0.9693197875856094, + 0.9713955988615406, + 0.9774390189841138, + 0.9920460008560096, + 0.9991906740103633, + 1.0018878985632447, + 1.0231730392212295, + 1.0116746756260164, + 1.0108766947238579, + 0.9897047919639949, + 0.9656545067924569, + 0.9779229908137462, + 0.9930910566294954, + 0.9769947826741521, + 0.9930680515190659, + 0.9847812255306415, + 0.9945404262409027, + 1.0133003340234725, + 1.010622334528224, + 0.9790643689216147, + 0.9695036033277806, + 0.9691086110146303, + 0.9709469151594099, + 0.9509962741361917, + 0.9459390595619844, + 0.9682759104651395, + 0.9693952498748859, + 0.9565179833606766, + 1.0087728224509616, + 1.0339412420571243, + 0.9797879106089201, + 1.046812274765615, + 1.017780178031687, + 0.9666275571579879, + 1.0256130258535934, + 1.0669421863085269, + 1.0402013313577008, + 1.0594653822910898, + 1.0511922704716143, + 1.0356545195251559, + 1.0641512050185258, + 1.0747163688005084, + 1.0935617174093786, + 1.07443136746114, + 1.0136851672908218, + 0.997280326392972, + 0.9783984688090382, + 1.0042883048291307, + 1.0487180616841298, + 1.0824392363653417, + 1.0689163006997184, + 1.07508445719523, + 1.094579375466917, + 1.0691245108180063, + 1.0218590639920084, + 1.0406528766233436, + 1.0483992179501052, + 1.0151157130662107, + 0.9890602540733745, + 1.0033195884602837, + 0.9979416719998978, + 0.9549270557055792, + 0.9629229016162045, + 0.9687018168255607, + 0.9641140507904243, + 0.9578638967395385, + 0.9634794979402529, + 0.9643850012759382, + 0.9632020577312645, + 0.9577176582123652, + 0.9571989614345542, + 0.9564290236354037, + 0.9456491144494708, + 0.9478771903690641, + 0.9493390272820802, + 0.9470489606741441, + 0.9627884351729016, + 0.9803995592284533, + 0.9681002662445597, + 0.9719751368852133, + 0.9739709130127491, + 0.9720839287368537, + 0.9671210605802054, + 0.9711011471027048, + 0.9845527475390607, + 0.9825803050843526, + 1.0038184387573925, + 0.979717500002443, + 0.9649405988529449, + 0.9876179722405718, + 0.9748242307388256, + 0.9872212806368876, + 0.982676241489978 + ] + ] + }, + "width": 384, + "in_features": 100, + "out_features": 9, + "depth": 4, + "padding": 200, + "parameters": 102412, + "cert_evals": { + "36": 0.7310127019882202, + "72": 0.6867088675498962, + "108": 0.6455696225166321, + "255": 0.4113924205303192 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/low-res-spect/fold_1/result.json b/UCI_N4/ortho/runs/low-res-spect/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4e5f5e628685f5643d7e76b8320db0f556f5b6d4 --- /dev/null +++ b/UCI_N4/ortho/runs/low-res-spect/fold_1/result.json @@ -0,0 +1,230 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.782608695652174, + "test_acc": 0.8085106382978723, + "train_size": 133, + "val_size": 69, + "test_size": 329, + "stats": { + "mean": [ + [ + 0.1530652789473686, + -0.009363782556390993, + 0.05088392255639105, + 0.09471572902255651, + 0.08876052902255634, + 0.12944444736842103, + 0.10373392857142849, + -0.02023532421052626, + -0.029163837593984988, + -0.026313689849624053, + -0.02965288872180454, + -0.034014545112781965, + -0.03632338819548872, + -0.014735644736842088, + 0.01785539338345867, + 0.042751381052631564, + 0.08679215699248122, + 0.10001419052631579, + 0.1017368892481203, + 0.1075867052631579, + 0.10462587691729323, + 0.0953443353383458, + 0.1062469197894737, + 0.10487969082706766, + 0.1025905135338346, + 0.08913448766917297, + 0.09933672556390981, + 0.10743754187969931, + 0.11109795225563905, + 0.10047740721804511, + 0.08384493444360905, + 0.08902717887218042, + 0.08559397548872186, + 0.06289796500751879, + 0.060330664586466215, + 0.046363331127819554, + 0.07722293548872182, + 0.0516131944360902, + -0.022730849022556402, + -0.028101030902255634, + -0.013324536090225563, + -0.09062933308270675, + -0.0771601732330827, + -0.06511450924812032, + -0.12265796165413538, + -0.08916524360902257, + -0.07463184060150373, + -0.05617420278195486, + -0.030201605263157905, + -0.07578766255639095, + -0.059237725210526344, + 0.1091188300225564, + 0.09946399218045113, + 0.08242898984962406, + 0.03451749195488724, + 0.014174642255639086, + -0.049911600902255625, + -0.08932375545864665, + -0.07350661661654141, + -0.06060752706766915, + -0.0945347070225564, + -0.07166026834586467, + -0.08000871849624057, + -0.06738826315789478, + -0.0653453539849624, + -0.06987513011278194, + -0.07700414037593982, + -0.0684724142857143, + -0.06314225375939844, + -0.06643927654135334, + -0.056201902105263185, + -0.045947005037593976, + -0.033031945488721806, + -0.04689342698496246, + -0.051469952631578955, + -0.03478667669172926, + -0.032341004661654134, + -0.056062630977443614, + -0.05649333834586465, + -0.039601220375939813, + -0.037854870451127794, + -0.045860515789473665, + -0.05729389000000003, + -0.0682322045112782, + -0.058773774210526354, + -0.06832082496240602, + -0.0708990614285714, + -0.0600364096992481, + -0.07209753969172931, + -0.0762365472180451, + -0.0768351112781955, + -0.07007685624060155, + -0.08927176834586463, + -0.0882228510300752, + -0.07869736499248121, + -0.0844527432330827, + -0.07372521428571428, + -0.09207066969172933, + -0.08798474277443606, + -0.09338331523308271 + ] + ], + "std": [ + [ + 0.9744553382107187, + 0.9677597969434724, + 1.777310974913784, + 0.9984082294697983, + 0.9969586292153921, + 1.0583440616051412, + 1.0566345380560944, + 0.9857375895494132, + 1.0026115267211986, + 1.0074187005868174, + 0.9914187021756643, + 0.9940673441835514, + 0.98310153446628, + 0.9642872316677437, + 0.9316107906957257, + 0.8392466954824206, + 0.8182299587971944, + 0.8347678474815514, + 0.8515903298166666, + 0.8799721558505285, + 0.89007089287234, + 0.8866071634453673, + 0.8820893100565611, + 0.8826542910069028, + 0.8881722225389, + 0.8787089402752493, + 0.8964119629138864, + 0.879494453663738, + 0.8784873894639735, + 0.886681676346154, + 0.9222856861284946, + 0.9332670529570117, + 0.9776036297075393, + 0.9305127026487992, + 0.9359011475452199, + 0.9633874454328895, + 0.9527398490690858, + 0.965465879462667, + 1.0188818420464785, + 0.9828227999977308, + 0.9531229051081205, + 0.8713338836905145, + 0.9153495157969829, + 0.9223417239665608, + 0.8942885354612832, + 0.8998020432065605, + 0.9315570163515208, + 0.9082683584325931, + 0.9187746260543722, + 0.893070795181221, + 0.9468936674390013, + 0.9056643525291117, + 0.9110446769794468, + 0.9379974540127038, + 0.9647664124557613, + 1.0085574939350006, + 0.9275642673326407, + 0.8504043471913983, + 0.9142116919528667, + 0.8800039098256741, + 0.8415645024254653, + 0.8409729112787964, + 0.8399221552071359, + 0.8651820522167459, + 0.8672852422573245, + 0.8259267130126927, + 0.8390487632459173, + 0.8180961860126535, + 0.8777786937858696, + 0.8683920376045541, + 0.8383842635930155, + 0.8430069272476867, + 0.8666946932557273, + 0.8486025752416404, + 0.8592189394385275, + 0.8740498203324533, + 0.8491655645886534, + 0.8344601422755191, + 0.8287917280777043, + 0.8272025037471293, + 0.8136865464598907, + 0.8270386668301318, + 0.80191790451096, + 0.7804539659801455, + 0.7882991571441237, + 0.778040195581798, + 0.7589918746851501, + 0.7570902805838913, + 0.7293901823605933, + 0.7351310134454143, + 0.7408556555784315, + 0.725678505691747, + 0.6990444825351154, + 0.6919872173073935, + 0.7125567265129449, + 0.7086783958233831, + 0.6708513004398178, + 0.6871596422451152, + 0.6809238754969238, + 0.6885319279117135 + ] + ] + }, + "width": 384, + "in_features": 100, + "out_features": 9, + "depth": 4, + "padding": 200, + "parameters": 102412, + "cert_evals": { + "36": 0.7598784565925598, + "72": 0.7355623245239258, + "108": 0.7173252105712891, + "255": 0.5866261720657349 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/low-res-spect/fold_2/result.json b/UCI_N4/ortho/runs/low-res-spect/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bccff9611966e51f307b610aa97144e201c0d9f2 --- /dev/null +++ b/UCI_N4/ortho/runs/low-res-spect/fold_2/result.json @@ -0,0 +1,230 @@ +{ + "best_epoch": 39, + "best_val_acc": 0.8191489361702128, + "test_acc": 0.8618421052631579, + "train_size": 133, + "val_size": 94, + "test_size": 304, + "stats": { + "mean": [ + [ + -0.13586325413533815, + -0.0618193278195488, + -0.04310375263157894, + -0.004718533834586481, + 0.01244425488721805, + -0.025889947368421044, + -0.03012266992481201, + -0.06166973518796993, + -0.058414011278195524, + -0.04856861338345865, + -0.053738878195488775, + -0.0494522635338346, + -0.033144374736842064, + -0.01673198932330828, + 0.00380962645112784, + 0.03076035639097744, + 0.08222181203007521, + 0.08607955939849626, + 0.08385189150375942, + 0.08648061872180456, + 0.08489306466165417, + 0.08092049669172934, + 0.08067010932330827, + 0.07488779000000001, + 0.07012468195488719, + 0.07198337165413535, + 0.04773527819548873, + 0.050869944360902274, + 0.03545853684210525, + 0.016283467669172918, + 0.004097258646616531, + 0.010401111278195502, + -0.01792126090225564, + -0.002418199992481197, + 0.024459281879699275, + 0.025849884210526343, + 0.037459733984962384, + 0.006547264984962439, + -0.010970754511278193, + 0.04163085169924812, + 0.02889156383458647, + 0.030891175112781943, + 0.028361738345864675, + 0.02267998270676693, + -0.025261697518796977, + -0.0006612544360902128, + 0.015497131578947396, + 0.0313857212706767, + 0.03935556884962408, + 0.020145579699248115, + 0.01561868073684209, + 0.07393228112781952, + 0.04280226511278196, + 0.015148240601503748, + -0.02417430518796993, + 0.02045143834586462, + -0.006660919548872173, + 0.012737768827067671, + 0.005639975112781977, + 0.025091721879699245, + 0.0078095799248120235, + -0.0012346056390977465, + -0.00859317037593985, + -0.006910761654135332, + 0.0007964472932330711, + -0.013898008308270668, + -0.00025283060150373826, + -0.016696168195488716, + -0.01286229004511279, + -0.012526450751879697, + -0.030305314661654148, + -0.022196533157894733, + -0.014210327067669165, + -0.022408989473684207, + -0.032924627819548864, + -0.03237249348120299, + -0.020712286992481198, + -0.029102100751879693, + -0.03426806187969925, + -0.0444582919548872, + -0.05113502075187971, + -0.02233855496240602, + -0.032802209022556386, + -0.05755775917293232, + -0.047944335338345884, + -0.049902552481203004, + -0.045151886090225545, + -0.03859559834586468, + -0.05805407509774432, + -0.04678762857142857, + -0.04049555030075189, + -0.03414902180451127, + -0.04661476240601504, + -0.059792844360902264, + -0.045702631368421086, + -0.04080758105263156, + -0.05423186360902256, + -0.061008449345864635, + -0.04793841503759399, + -0.03687203282706768 + ] + ], + "std": [ + [ + 1.0650127556320446, + 1.0066608520484202, + 0.4156979395941612, + 1.0111846623477019, + 1.0239930605317062, + 0.9684176798741715, + 0.9492043006836792, + 0.9787734675960276, + 0.988203812821042, + 0.9943574947885739, + 0.9813196660052181, + 0.9835335096862478, + 0.9989723824774754, + 1.0098341686716865, + 1.0089678435680955, + 1.006897414092789, + 1.0014680482759133, + 0.9969246326169929, + 1.003048211475138, + 0.9963037789822996, + 0.9898134995117452, + 0.9862762846232758, + 0.9696634183119972, + 0.9719462993345181, + 0.9829041377072096, + 0.9970195508702976, + 0.9730130647207035, + 0.9951471045673186, + 1.000240668580986, + 0.9831852201961157, + 0.9993734243431007, + 0.9862173484627466, + 1.0050828113211423, + 0.9769241582086713, + 0.9707777014896144, + 0.9086079382002629, + 0.9264498134320229, + 0.8898792590804552, + 0.9013370080430921, + 0.9668210661261372, + 1.0273237339044736, + 1.0647338020747121, + 1.0837400905988852, + 1.0895012361342458, + 0.9942055646868553, + 1.0030736971903318, + 1.0609720074331763, + 1.062673419595116, + 1.0433128230210706, + 1.0685942775734432, + 1.0659683471227248, + 0.9465620323080091, + 0.9666073282199529, + 0.9823564017132853, + 0.9338971590735567, + 0.9507680860369068, + 0.9776613927510699, + 1.0598523929295665, + 1.0562343768456484, + 1.0489211645884213, + 1.0066351241778364, + 0.9808309075924808, + 0.9798741552856448, + 0.9697984887288765, + 0.983702693591976, + 0.9640382228774541, + 0.9492112764984969, + 0.9447960904251254, + 0.9458208100097997, + 0.9393657515269506, + 0.9219232080989007, + 0.9287988887010107, + 0.9255985041358817, + 0.9022261222236313, + 0.919866535230441, + 0.9212084221960762, + 0.9055005820857147, + 0.9052992836968272, + 0.8965515106580905, + 0.9021371283357683, + 0.8931093485275595, + 0.8894800077414449, + 0.875828335944702, + 0.8768265814954874, + 0.8758047501041376, + 0.8679342278962235, + 0.8563653918115903, + 0.8447870748154496, + 0.8533573385243273, + 0.8580903767160212, + 0.8449284057138841, + 0.8368868316325839, + 0.8375542445936696, + 0.8372449278647315, + 0.8325101772382546, + 0.8345010300544318, + 0.835506482915972, + 0.8231852532778424, + 0.8212941968447315, + 0.8516404740029587 + ] + ] + }, + "width": 384, + "in_features": 100, + "out_features": 9, + "depth": 4, + "padding": 200, + "parameters": 102412, + "cert_evals": { + "36": 0.8355263471603394, + "72": 0.8125, + "108": 0.7730263471603394, + "255": 0.6282894611358643 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/low-res-spect/fold_3/result.json b/UCI_N4/ortho/runs/low-res-spect/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..83e6287809d20d7751880713b6720131d3163556 --- /dev/null +++ b/UCI_N4/ortho/runs/low-res-spect/fold_3/result.json @@ -0,0 +1,230 @@ +{ + "best_epoch": 58, + "best_val_acc": 0.9111111111111111, + "test_acc": 0.8506493506493507, + "train_size": 133, + "val_size": 90, + "test_size": 308, + "stats": { + "mean": [ + [ + 0.10493862744360913, + 0.0936277362406016, + -0.0037778827819548765, + -0.03855023533834586, + -0.02125209138345864, + -0.04543471105263157, + -0.04156411240601502, + 0.01708999368421052, + 0.01226467932330826, + 0.008226878796992469, + -0.0025615368421052433, + -0.018209970902255675, + -0.022531850601503787, + -0.047815336466165384, + -0.04824461954887216, + -0.04206402887218042, + -0.02118501894736845, + -0.0029625436842105487, + 0.01991662105263155, + 0.02359305000000002, + 0.0402974844360902, + 0.02456900902255638, + 0.02643880670676695, + 0.01608115548872179, + 0.022838549624060137, + 0.021608356240601513, + 0.0155475280451128, + 0.0207188052631579, + 0.0194884992481203, + 0.035869669473684244, + 0.023877902255639096, + 0.02819542037593984, + 0.011200890977443602, + 0.0551807004511278, + 0.04744355939849627, + 0.06211426172932332, + 0.06588056992481206, + 0.07162352157894733, + 0.08258311954887225, + 0.064603631774436, + 0.07408918799999994, + 0.07613642842105264, + 0.06256042105263157, + 0.050916241353383455, + 0.04188059195488719, + 0.06601848721804507, + 0.08979577601503759, + 0.04491898714285714, + 0.05555289037593983, + 0.08533037067669177, + 0.1070483993233083, + 0.02408604115037597, + 0.03420398706766918, + 0.0032010017293233246, + 0.029893602556390973, + 0.09153908646616546, + 0.11421593466165411, + 0.07139292911278192, + 0.08337384052631581, + 0.06448526315789473, + 0.04947902714285716, + 0.017647485338345863, + -0.0008786248120300822, + -0.015028007622556393, + -0.005325834736842084, + -0.018705311578947382, + -0.027164074135338317, + -0.029699412736842082, + -0.03217006824060152, + -0.03655872067669175, + -0.05774721052631579, + -0.04586767902255643, + -0.04562037030075189, + -0.07277231285714282, + -0.054276041203007504, + -0.034596221676691734, + -0.054279020075187985, + -0.060108875413533845, + -0.05830179338345861, + -0.06900260458646613, + -0.06369796345864664, + -0.050903367669172896, + -0.06467745977443612, + -0.039303367142857155, + -0.05294008157894737, + -0.05645630721804513, + -0.029166729631578958, + -0.04837335909774438, + -0.057497763834586456, + -0.046163446466165416, + -0.046505692105263174, + -0.042113237368421055, + -0.047567896992481186, + -0.03315349614285714, + -0.04929982421052632, + -0.046727424661654124, + -0.04073674195488724, + -0.040684289624060156, + -0.04322478375939848, + -0.03915163230075189 + ] + ], + "std": [ + [ + 1.085273555336867, + 1.0600160276531263, + 0.5674366488770868, + 1.0538936578762175, + 1.0736216450711755, + 1.0086568899549089, + 1.0107145864607423, + 0.9639829575234186, + 0.9684391767243656, + 0.9700338935541478, + 0.9673544475161013, + 0.9769837254042069, + 0.9832042991536264, + 0.9966940528369324, + 1.0144584886010504, + 1.0253444526714819, + 1.044458899094195, + 1.0437288549864745, + 1.032355378351829, + 1.0318246656034074, + 1.0266339589652462, + 1.0146406956988476, + 1.0044468099155188, + 1.025901708674945, + 1.0091911104926408, + 1.0132829244630681, + 1.0135138926532963, + 1.0124400641048181, + 1.002468214234293, + 0.9964174189277575, + 1.0143810743935044, + 1.016224305012167, + 1.0394808957835124, + 0.9841938243486714, + 0.976043096972565, + 0.9976075386689336, + 1.0012751177529822, + 0.9622637624799687, + 1.0036628686765507, + 1.0160940224228003, + 1.0693721871548225, + 1.0925110746781017, + 1.0637453552419913, + 1.112434336735407, + 1.0720233742927996, + 1.0887433013425338, + 1.1365343727139479, + 1.1082290562555606, + 1.0534133646461585, + 1.0636388960493586, + 1.127374798190782, + 1.0194494800051157, + 1.0115614911992439, + 0.9818412722460208, + 0.9822209459756657, + 1.005189728257075, + 1.08403913325294, + 1.085459527481645, + 1.0752872906455573, + 1.0795318572671038, + 1.0523758463978325, + 1.0153359772434278, + 1.0026092291413942, + 0.9950344482682812, + 1.0022482399439303, + 0.9810221193577394, + 0.9883984901555372, + 0.9708415174186519, + 0.9316161962977328, + 0.9305979660096333, + 0.9093710872091209, + 0.8961295852270974, + 0.9009089691160881, + 0.8750080609089094, + 0.885858487783631, + 0.8776260762487318, + 0.8673876172449833, + 0.8724100819567573, + 0.8723912389263426, + 0.8799174782922783, + 0.8777004895430206, + 0.8741256633416288, + 0.8800181503826561, + 0.8711684637095992, + 0.8970805311242029, + 0.90130116126784, + 0.8913911258859273, + 0.9120317859512505, + 0.9060025721716157, + 0.898262341874369, + 0.9234492395195655, + 0.9258258169182748, + 0.9069694433482488, + 0.9289092057679259, + 0.9258785829559869, + 0.9254000265308414, + 0.931316640531728, + 0.9258381499941104, + 0.9377776810526488, + 0.9431768651197908 + ] + ] + }, + "width": 384, + "in_features": 100, + "out_features": 9, + "depth": 4, + "padding": 200, + "parameters": 102412, + "cert_evals": { + "36": 0.8376623392105103, + "72": 0.8051947951316833, + "108": 0.7759740352630615, + "255": 0.649350643157959 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/lung-cancer/fold_0/result.json b/UCI_N4/ortho/runs/lung-cancer/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..aa2ac308b60fe1bd4b1d30672240447bc0ea17cb --- /dev/null +++ b/UCI_N4/ortho/runs/lung-cancer/fold_0/result.json @@ -0,0 +1,142 @@ +{ + "best_epoch": 5, + "best_val_acc": 1.0, + "test_acc": 0.3, + "train_size": 8, + "val_size": 4, + "test_size": 20, + "stats": { + "mean": [ + [ + -0.176777, + -1.2499999999804334e-06, + 0.2121181, + 0.22119374999999997, + -0.34205175000000004, + -0.25413399999999997, + -0.4991070000000001, + -0.20667375000000004, + 0.18207425, + 0.1674343749999999, + 0.18600550000000005, + 0.25552725, + -0.39027892500000017, + 0.254131375, + 0.20814399999999994, + -0.11680949999999997, + 4.999999999866223e-07, + 4.999999999866223e-07, + -0.556826, + 0.03246771249999994, + 1.000000000070389e-06, + -0.15760575000000004, + 1.000000000070389e-06, + -0.526415, + 0.26887700000000003, + -0.5463909500000002, + 0.3981490000000001, + -0.11073775000000001, + -0.0461445, + -0.08733862499999998, + -0.20931662499999998, + -0.20931662499999998, + -0.34491900000000003, + -0.30012262500000003, + 0.530329625, + 0.5840457499999999, + -0.2706785, + 0.334991875, + -0.19773098749999996, + 0.28412875, + -0.55909175, + -7.500000000632001e-07, + -0.176777, + -6.250000000040945e-07, + -0.2341686250000001, + 0.143568, + -0.254133, + -0.254133, + -0.347985, + 0.0, + 0.0, + 0.06977162499999998, + 0.06977162499999998, + 0.12400250000000002, + 0.15760662499999997, + 0.0684115 + ] + ], + "std": [ + [ + 1.0, + 0.8745283537861638, + 0.8040182621062347, + 0.68534473627397, + 0.7239840501975423, + 0.9583948535512387, + 0.8803408658477123, + 1.0967323649565501, + 1.2845975870016406, + 1.26287547547214, + 1.275192087344785, + 1.0828786155044974, + 0.8691968462812435, + 0.9433006737973234, + 0.9271293940653591, + 0.8092773571506556, + 0.984249913856105, + 0.984249913856105, + 1.0, + 0.963139848525996, + 0.9842499957566675, + 1.0919276973489076, + 0.9842499957566675, + 1.0, + 0.5691037527613045, + 0.8831049872737146, + 1.061731, + 0.8858950000009523, + 1.1526351972973712, + 0.9725553242070524, + 1.0348836588388737, + 1.0348836588388737, + 1.3655263400268045, + 0.9701424604483272, + 0.7071057500002983, + 0.9344725000001003, + 1.0207927843497426, + 0.9180330571660311, + 0.6975292820538815, + 0.7517340128236433, + 0.7042730759798983, + 0.6959722224846242, + 1.0, + 1.2187770455635987, + 1.497375656357527, + 1.0, + 1.0, + 1.0, + 1.6688774326399765, + 1.0, + 1.0, + 0.7383957883078252, + 0.7383957883078252, + 0.9605327902178821, + 0.8339735544200334, + 0.9479176319916991 + ] + ] + }, + "width": 256, + "in_features": 56, + "out_features": 3, + "depth": 4, + "padding": 112, + "parameters": 32038, + "cert_evals": { + "36": 0.30000001192092896, + "72": 0.25, + "108": 0.25, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/lung-cancer/fold_1/result.json b/UCI_N4/ortho/runs/lung-cancer/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..779bd8233397350ccc03c588b30d58eacda57c28 --- /dev/null +++ b/UCI_N4/ortho/runs/lung-cancer/fold_1/result.json @@ -0,0 +1,142 @@ +{ + "best_epoch": 4, + "best_val_acc": 1.0, + "test_acc": 0.35, + "train_size": 8, + "val_size": 4, + "test_size": 20, + "stats": { + "mean": [ + [ + -0.176777, + -1.2499999999804334e-06, + 0.3333284, + 0.22119374999999997, + -0.34205175000000004, + -0.08471187499999999, + -0.332738375, + 0.28934212499999995, + 0.18207425, + 0.1674343749999999, + 0.37201150000000005, + 0.54755725, + -0.0780548750000001, + 0.254131875, + 0.20814499999999997, + -0.584046, + 0.372012, + 0.372012, + 0.037120499999999945, + 0.03246771249999994, + 0.2841295000000001, + 0.15760662499999994, + -0.2841274999999999, + -0.14356812499999994, + 0.483978, + -0.5463909500000002, + 0.6635817500000001, + 0.33220974999999997, + 0.13842525, + 0.26201350000000007, + -0.627947875, + -0.627947875, + -0.7391125000000001, + 0.21437324999999996, + 1.2499999998971667e-07, + -0.11680875, + -0.09022612500000005, + -0.23927749999999992, + 0.06591022500000003, + 0.28412875, + 0.050826124999999986, + -7.50000000007689e-07, + 0.176776375, + 1.2499999998971667e-07, + -0.8586173750000001, + 0.143568, + -0.254133, + -0.254133, + -0.69597, + 0.0, + 0.0, + 0.06977162499999998, + -0.20931575000000002, + -0.3720145, + 0.15760662499999997, + 0.615692 + ] + ], + "std": [ + [ + 1.0, + 0.8745283537861637, + 0.6748704785505882, + 0.68534473627397, + 0.7239840501975423, + 0.8125185082212646, + 1.0389725707942121, + 0.6403537411098333, + 1.2845975870016406, + 1.26287547547214, + 1.2338234677314055, + 1.0010303391915438, + 0.7486887534635199, + 0.6561671321123982, + 0.6449175678604204, + 1.0, + 1.0, + 1.0, + 1.0287455149777083, + 0.963139848525996, + 0.7517333513858155, + 0.8339735544200334, + 1.100424948682894, + 1.0129176214682314, + 1.0, + 0.8831049872737147, + 1.0280166202880368, + 0.7672062760475096, + 0.9766487648315219, + 1.1975188335072229, + 1.080900755511744, + 1.080900755511744, + 1.5267048606832134, + 0.822478277401104, + 0.6846529246237537, + 0.9047995916201208, + 1.0047163027130392, + 0.7656924999999999, + 1.054565000000008, + 0.7517340128236433, + 1.1319596096912465, + 0.6959722224846243, + 0.9354143054375608, + 0.6723723872158637, + 1.2092403856025213, + 1.0, + 1.0, + 1.0, + 1.2054554005437115, + 1.39194, + 0.98425, + 0.7383957883078252, + 0.9667870265020562, + 0.9605327902178821, + 0.8339735544200334, + 1.0 + ] + ] + }, + "width": 256, + "in_features": 56, + "out_features": 3, + "depth": 4, + "padding": 112, + "parameters": 32038, + "cert_evals": { + "36": 0.30000001192092896, + "72": 0.30000001192092896, + "108": 0.25, + "255": 0.05000000074505806 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/lung-cancer/fold_2/result.json b/UCI_N4/ortho/runs/lung-cancer/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..202da226575567926e9e1c7d6a335bcb588a0043 --- /dev/null +++ b/UCI_N4/ortho/runs/lung-cancer/fold_2/result.json @@ -0,0 +1,142 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.375, + "test_acc": 0.375, + "train_size": 8, + "val_size": 8, + "test_size": 16, + "stats": { + "mean": [ + [ + 0.5303301249999998, + -0.22580399999999995, + -0.3939341, + -0.4866262499999999, + 0.20522875000000002, + -0.08471187499999998, + 0.166368, + -0.04133512500000004, + -0.303458, + -0.27905975000000005, + -0.186006, + -0.32853374999999996, + 0.23417107499999992, + -0.25413399999999997, + 0.04162699999999995, + -0.3504277499999999, + 0.372012, + 5.000000000143778e-07, + 0.037120499999999945, + 0.03246771249999997, + -0.2841274999999999, + 0.47281899999999993, + 0.2841295000000001, + 0.04785500000000001, + 0.2688775, + -0.23416595000000007, + 0.13271625000000004, + 0.11073562499999999, + 0.32299500000000003, + -0.08733862499999998, + -0.06977312500000003, + -0.06977312500000003, + 0.24637075000000005, + -0.12862400000000002, + -0.35355349999999997, + -0.350427, + 0.27067862499999995, + -0.62212375, + 0.593192725, + 0.28412875, + 0.6607445000000001, + -0.20091262500000007, + 0.176776375, + 0.25413225, + 0.07805589999999993, + 0.7178385, + 0.7623977500000001, + 0.7623977500000001, + 0.347985, + 0.347985, + 0.0, + -0.48840412499999997, + -0.48840412499999997, + -0.124006, + 0.15760662499999994, + -0.47886900000000004 + ] + ], + "std": [ + [ + 1.8708296030318634, + 1.1948341428692102, + 1.0773417243604047, + 0.8486461065652968, + 1.059804131102034, + 0.8125185082212646, + 0.8803404878832395, + 0.920566504074317, + 1.0, + 0.7733489942365526, + 0.7203981402946568, + 0.5655146315423125, + 0.9749224782092981, + 0.9583948535512387, + 0.8811270319533954, + 0.6180957912261151, + 1.0, + 0.984249913856105, + 1.0287455149777083, + 0.963139848525996, + 1.100424948682894, + 1.0, + 0.7517333513858155, + 1.0658003128899194, + 1.0315890948113742, + 1.0355328887342052, + 1.0280166202880368, + 1.0621504008726752, + 0.7148326632261567, + 0.9725553242070524, + 1.0809007555117442, + 1.0809007555117442, + 0.5214703075947253, + 0.9548636855920851, + 0.9842497172806299, + 0.934473, + 0.8654191884816481, + 0.6631091564872164, + 0.913279950038126, + 0.7517340128236433, + 0.8132235000004611, + 1.3773654997805538, + 0.9354143054375608, + 1.01653000000083, + 1.2488975000001081, + 0.994665683287983, + 1.7606829064560963, + 1.7606829064560963, + 0.9206817699808115, + 0.9206817699808115, + 0.98425, + 1.5538907649834526, + 1.5538907649834526, + 0.9920339999999999, + 0.8339735544200334, + 1.0945610000000001 + ] + ] + }, + "width": 256, + "in_features": 56, + "out_features": 3, + "depth": 4, + "padding": 112, + "parameters": 32038, + "cert_evals": { + "36": 0.1875, + "72": 0.1875, + "108": 0.1875, + "255": 0.0625 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/lung-cancer/fold_3/result.json b/UCI_N4/ortho/runs/lung-cancer/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c2168ef29560751391819d8851a5d6df8f69f317 --- /dev/null +++ b/UCI_N4/ortho/runs/lung-cancer/fold_3/result.json @@ -0,0 +1,142 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.7142857142857143, + "test_acc": 0.35294117647058826, + "train_size": 8, + "val_size": 7, + "test_size": 17, + "stats": { + "mean": [ + [ + 0.5303301249999998, + -1.2499999999804334e-06, + -0.39393409999999995, + -0.48662574999999997, + 0.20522875000000002, + 0.25413137500000005, + 0.166368, + 0.12400349999999996, + 0.18207425, + -0.055812250000000035, + 0.18600550000000005, + -0.03650375000000001, + 0.23417107499999992, + -0.08471287499999999, + -0.12489200000000006, + 0.11680875, + 4.999999999866223e-07, + 5.000000000143778e-07, + -0.556826, + 0.03246771249999994, + -0.28412749999999987, + -0.47281812500000003, + 0.2841295000000001, + -0.334991875, + -0.16132500000000002, + -0.23416690000000004, + -0.13271649999999996, + -0.11073775000000001, + -0.41528250000000005, + -0.08733862499999998, + 0.06977074999999999, + 0.06977074999999999, + 0.049274500000000054, + -0.814618375, + 0.53032925, + 0.35042749999999995, + -0.45113087499999993, + 0.526415, + 0.06591029999999999, + 0.28412875, + -0.7623978749999999, + 0.200909125, + -0.176777, + -0.508266375, + 0.07805589999999987, + 0.143568, + -0.254133, + -0.254133, + 0.0, + 0.0, + -0.2460625, + 0.348859, + 0.348859, + 0.12400250000000004, + 0.15760662499999994, + 0.06841149999999997 + ] + ], + "std": [ + [ + 1.8708296030318634, + 0.8745283537861637, + 1.0773417243604047, + 1.1050835007108908, + 1.059804131102034, + 0.9433006737973234, + 0.8803404878832395, + 0.9352965034364771, + 1.2845975870016406, + 1.2429866458078653, + 1.275192087344785, + 0.7002636005201451, + 0.9749224782092981, + 1.2564662193460912, + 1.2349267641556725, + 0.9047995916201208, + 0.984249913856105, + 0.984249913856105, + 1.0, + 0.963139848525996, + 1.100424948682894, + 1.2208122788934872, + 0.7517333513858155, + 0.5064579839368311, + 0.8330825907525617, + 0.826068984966516, + 0.9194860179854557, + 0.8858950000009523, + 0.8851640178287581, + 0.9725553242070524, + 0.956663241117368, + 0.956663241117368, + 1.0429379694381398, + 0.45374271193952453, + 0.9999985416822804, + 1.120393298613817, + 1.0047163027130392, + 0.7656924999999999, + 1.0, + 0.7517340128236433, + 0.5378974467662115, + 0.531557565187073, + 1.0, + 1.4149504831054103, + 1.2488975000001081, + 1.0, + 1.0, + 1.0, + 1.39194, + 1.0, + 0.6510201819788307, + 1.0, + 1.0, + 0.9605327902178821, + 0.8339735544200334, + 0.9479176319916991 + ] + ] + }, + "width": 256, + "in_features": 56, + "out_features": 3, + "depth": 4, + "padding": 112, + "parameters": 32038, + "cert_evals": { + "36": 0.29411765933036804, + "72": 0.29411765933036804, + "108": 0.1764705926179886, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/lymphography/fold_0/result.json b/UCI_N4/ortho/runs/lymphography/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7fa314a85c94b4e7fa04e74a068aafc0f60ef671 --- /dev/null +++ b/UCI_N4/ortho/runs/lymphography/fold_0/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 15, + "best_val_acc": 0.8, + "test_acc": 0.7692307692307693, + "train_size": 37, + "val_size": 20, + "test_size": 91, + "stats": { + "mean": [ + [ + 0.11571070270270278, + 0.027093891891891864, + -0.1061727567567567, + -0.22205799999999987, + 0.12556329729729743, + 0.06734324324324321, + 0.05365567567567566, + 0.1178617837837836, + -0.021548756756756857, + 0.3392003783783783, + 0.10699794594594601, + 0.16341409189189185, + 0.04434448648648651, + -0.18670452972972956, + 0.26953127027027013, + 0.028475135135135103, + 0.04964567567567568, + 0.039015189189189156 + ] + ], + "std": [ + [ + 0.9649959417614393, + 0.9932963186135503, + 0.8953249050860361, + 1.0, + 1.0617235061005919, + 0.9934273444847499, + 1.0837969821071396, + 0.93550276827785, + 1.0343414594594595, + 0.9787865374391254, + 0.967613635624315, + 0.9191462546392654, + 0.8904463864306404, + 0.9446597120353613, + 0.8244693349942901, + 0.9863926362299982, + 0.9592304425723344, + 1.0431241983062185 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 4, + "depth": 4, + "padding": 36, + "parameters": 3499, + "cert_evals": { + "36": 0.6813187003135681, + "72": 0.5274725556373596, + "108": 0.4175824224948883, + "255": 0.07692307978868484 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/lymphography/fold_1/result.json b/UCI_N4/ortho/runs/lymphography/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d6f2f4b2748fea6c2223c28912273a5552e3ab15 --- /dev/null +++ b/UCI_N4/ortho/runs/lymphography/fold_1/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 69, + "best_val_acc": 0.8928571428571429, + "test_acc": 0.7951807228915663, + "train_size": 37, + "val_size": 28, + "test_size": 83, + "stats": { + "mean": [ + [ + 0.04959027027027034, + 0.08128264864864862, + -0.035391108108108124, + -0.22205799999999987, + 0.18834432432432444, + 0.12121940540540535, + 0.053655675675675654, + 0.1178617837837837, + 0.06464635135135137, + -0.08076164864864863, + 0.05944235135135144, + 0.00778283243243246, + 0.15077297297297293, + -0.11202250000000004, + 0.16519686486486485, + 0.028475135135135117, + -0.08274070270270273, + 0.08157664864864865 + ] + ], + "std": [ + [ + 0.9907038663718554, + 0.9843876514961846, + 0.9653329850824838, + 1.0, + 1.0873992856216566, + 0.9875663650472953, + 1.0837969821071396, + 0.93550276827785, + 1.1435074740788183, + 0.8987462927541991, + 0.9629278239378523, + 0.8670760159672493, + 1.0294219151090758, + 0.8796063323575559, + 0.8770711701884819, + 0.9863926362299982, + 1.050784302485063, + 1.0667820327309758 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 4, + "depth": 4, + "padding": 36, + "parameters": 3499, + "cert_evals": { + "36": 0.7108433246612549, + "72": 0.6144577860832214, + "108": 0.48192769289016724, + "255": 0.10843373090028763 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/lymphography/fold_2/result.json b/UCI_N4/ortho/runs/lymphography/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..86b6023e6cdc4be39caf18b3f995ebb8501779c8 --- /dev/null +++ b/UCI_N4/ortho/runs/lymphography/fold_2/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.76, + "test_acc": 0.6511627906976745, + "train_size": 37, + "val_size": 25, + "test_size": 86, + "stats": { + "mean": [ + [ + -0.08265059459459453, + 0.0812826486486486, + -0.03539110810810814, + 0.031722972972972906, + 1.2432432433330043e-06, + -0.09428524324324326, + -0.05365621621621621, + -4.864864865424842e-07, + -0.02154875675675677, + -0.016152108108108066, + -0.03566883783783778, + -0.02334296756756763, + -0.06208424324324333, + 0.08712936486486486, + -0.043471945945945945, + 0.08542454054054054, + 0.248225243243243, + 0.09576443243243248 + ] + ], + "std": [ + [ + 0.9873886182585688, + 0.9843876514961846, + 0.9653329850824838, + 1.0616419779070554, + 0.9966179074004299, + 0.9934273444847498, + 0.8978357031769213, + 0.9966159264522366, + 1.0343414594594607, + 0.8607871843035175, + 0.946344799312269, + 0.9999220929965701, + 0.8847748864465823, + 0.9544491031115466, + 0.9396531993920559, + 0.9631018357081231, + 0.7605018441428824, + 0.9305366467747157 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 4, + "depth": 4, + "padding": 36, + "parameters": 3499, + "cert_evals": { + "36": 0.5116279125213623, + "72": 0.41860464215278625, + "108": 0.26744186878204346, + "255": 0.023255813866853714 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/lymphography/fold_3/result.json b/UCI_N4/ortho/runs/lymphography/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..21ca8da74ff35ef64e268ec069a380111d795ec4 --- /dev/null +++ b/UCI_N4/ortho/runs/lymphography/fold_3/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 81, + "best_val_acc": 0.6666666666666666, + "test_acc": 0.6774193548387096, + "train_size": 37, + "val_size": 18, + "test_size": 93, + "stats": { + "mean": [ + [ + 0.04959027027027031, + -0.1896611351351352, + -0.035391108108108124, + -0.22205799999999987, + 0.1255632972972974, + -0.20203756756756758, + -0.0536562162162162, + 0.1767929189189188, + -0.021548756756756837, + -0.04845689189189187, + 0.011886594594594657, + -0.14784801081081084, + -0.133037, + -0.03734048648648648, + 0.06086245945945948, + 0.14237394594594593, + -0.0827407027027028, + -0.017734054054054066 + ] + ], + "std": [ + [ + 0.949006736815226, + 0.9991913040086986, + 0.9653329850824838, + 1.0, + 1.061723506100592, + 0.9787090886861045, + 0.8978357031769213, + 0.8976123081203877, + 1.0343414594594595, + 0.9022230780655615, + 1.039718775420792, + 0.9842972464819717, + 1.0946013067767175, + 0.8968738654850321, + 0.9148697472881367, + 0.9357742193114152, + 1.050784302485063, + 0.9574019230274994 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 4, + "depth": 4, + "padding": 36, + "parameters": 3499, + "cert_evals": { + "36": 0.5053763389587402, + "72": 0.3870967626571655, + "108": 0.29032257199287415, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/magic/fold_0/result.json b/UCI_N4/ortho/runs/magic/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7a1e230d36cad810fcb0bd754564f5f648e16e11 --- /dev/null +++ b/UCI_N4/ortho/runs/magic/fold_0/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 40, + "best_val_acc": 0.8384157027690151, + "test_acc": 0.8333333333333334, + "train_size": 4755, + "val_size": 2853, + "test_size": 11412, + "stats": { + "mean": [ + [ + -0.006388502646498379, + 0.006146446558885208, + -0.004209508307465906, + -0.004618793225236638, + -0.005315102475499497, + 0.006428044290851726, + -0.009059829779516417, + -0.008184151766561471, + 0.0033090761545739233, + -0.037376705087697235 + ] + ], + "std": [ + [ + 1.0023231607535665, + 1.0146947634200698, + 0.9896786368249049, + 1.001451036065264, + 1.0040066512880044, + 0.9905161210566023, + 0.9988965907369368, + 1.0089426097443763, + 0.998566492615012, + 0.9927003057378353 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 2, + "depth": 4, + "padding": 20, + "parameters": 1105, + "cert_evals": { + "36": 0.7562214732170105, + "72": 0.6653522253036499, + "108": 0.5665965676307678, + "255": 0.15255869925022125 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/magic/fold_1/result.json b/UCI_N4/ortho/runs/magic/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..889d83c3431ae8c9f92da8b25ae7d31a11c33dfd --- /dev/null +++ b/UCI_N4/ortho/runs/magic/fold_1/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.8388111888111888, + "test_acc": 0.8377027619465147, + "train_size": 4755, + "val_size": 2860, + "test_size": 11405, + "stats": { + "mean": [ + [ + -0.02436633946876997, + -0.022955164259726813, + -0.01993822200946376, + 0.03387639055541514, + 0.03436448497875925, + 0.0038116422946371125, + 0.007543406119453581, + 0.009698795669190335, + 0.0014860032576237098, + 0.00582992035215565 + ] + ], + "std": [ + [ + 0.9720381092498293, + 0.977333352882092, + 1.005139358382248, + 1.0164880549439819, + 1.0140583933617473, + 0.9837401295374851, + 0.9888378476099222, + 0.9663806918109694, + 1.005931831682823, + 1.000297701528725 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 2, + "depth": 4, + "padding": 20, + "parameters": 1105, + "cert_evals": { + "36": 0.7727312445640564, + "72": 0.6861902475357056, + "108": 0.5814993381500244, + "255": 0.13406400382518768 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/magic/fold_2/result.json b/UCI_N4/ortho/runs/magic/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d54940f561d43079974bdf17ddd51a92c99b4a68 --- /dev/null +++ b/UCI_N4/ortho/runs/magic/fold_2/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 44, + "best_val_acc": 0.8432809773123909, + "test_acc": 0.8329824561403508, + "train_size": 4755, + "val_size": 2865, + "test_size": 11400, + "stats": { + "mean": [ + [ + -0.012130254007592012, + -0.00826500078065223, + -0.010807356011566996, + 0.006499159247108326, + 0.006873201220609896, + 0.02000870184077821, + 0.001820881288265063, + -0.006523736593059914, + 0.0003778347011781665, + -0.018002280250893746 + ] + ], + "std": [ + [ + 0.9818839030528209, + 1.009368494398234, + 0.999432313276235, + 1.001141721390468, + 1.0040075321280533, + 0.9881194208362026, + 0.9709869282224545, + 1.0026493070298281, + 0.9996452002230842, + 0.9913588270685182 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 2, + "depth": 4, + "padding": 20, + "parameters": 1105, + "cert_evals": { + "36": 0.7575438618659973, + "72": 0.6605263352394104, + "108": 0.5550000071525574, + "255": 0.13964912295341492 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/magic/fold_3/result.json b/UCI_N4/ortho/runs/magic/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4ff842bdd69ee2f67777fd3c2f2cc9da610ec761 --- /dev/null +++ b/UCI_N4/ortho/runs/magic/fold_3/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 25, + "best_val_acc": 0.8315602836879432, + "test_acc": 0.8374836173001311, + "train_size": 4755, + "val_size": 2820, + "test_size": 11445, + "stats": { + "mean": [ + [ + 0.002866516450893953, + 0.007929027486435548, + -0.0013075722715039048, + -0.001188124590956882, + 0.002480280701366967, + 0.012874902747423648, + 0.0054113211936909185, + -0.007862206105783356, + -0.005652595006519504, + 0.005077877345299725 + ] + ], + "std": [ + [ + 1.0050954716049485, + 1.0162654558216224, + 1.0021008916654397, + 1.0041169983170044, + 1.0089152336885907, + 0.9909098405813409, + 0.9979067399488123, + 0.9973925897941894, + 0.9985454656770815, + 0.9973467754133581 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 2, + "depth": 4, + "padding": 20, + "parameters": 1105, + "cert_evals": { + "36": 0.7616426348686218, + "72": 0.6714722514152527, + "108": 0.5677588582038879, + "255": 0.1386631727218628 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/mammographic/fold_0/result.json b/UCI_N4/ortho/runs/mammographic/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ae9671cd0b7b768db087aff11fc3ec30c21a417a --- /dev/null +++ b/UCI_N4/ortho/runs/mammographic/fold_0/result.json @@ -0,0 +1,40 @@ +{ + "best_epoch": 14, + "best_val_acc": 0.8356164383561644, + "test_acc": 0.7895652173913044, + "train_size": 240, + "val_size": 146, + "test_size": 575, + "stats": { + "mean": [ + [ + -0.045138683333333235, + -0.06581824708333332, + -0.0668893333333335, + 0.0035843166666667194, + 0.07534454166666703 + ] + ], + "std": [ + [ + 0.3742768596239394, + 1.0309553579295558, + 1.0205845721721885, + 1.0069085496781394, + 0.8984819781883195 + ] + ] + }, + "width": 32, + "in_features": 5, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 305, + "cert_evals": { + "36": 0.7321739196777344, + "72": 0.6817391514778137, + "108": 0.6208695769309998, + "255": 0.1826086938381195 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/mammographic/fold_1/result.json b/UCI_N4/ortho/runs/mammographic/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..751ad87ffb7bb88dbb7428885ac62150fea6fece --- /dev/null +++ b/UCI_N4/ortho/runs/mammographic/fold_1/result.json @@ -0,0 +1,40 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.7933333333333333, + "test_acc": 0.8283712784588442, + "train_size": 240, + "val_size": 150, + "test_size": 571, + "stats": { + "mean": [ + [ + -0.06838790416666667, + 0.0036981495833333564, + 0.08851065416666656, + 0.06187655000000008, + 0.041687441666667095 + ] + ], + "std": [ + [ + 0.4594652865573056, + 0.9162656618320462, + 0.976470911981312, + 0.9979276514274945, + 0.967574818664843 + ] + ] + }, + "width": 32, + "in_features": 5, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 305, + "cert_evals": { + "36": 0.7898423671722412, + "72": 0.74956214427948, + "108": 0.7040280103683472, + "255": 0.16287215054035187 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/mammographic/fold_2/result.json b/UCI_N4/ortho/runs/mammographic/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5bae23db411b9df39fd8e32347afa624c6d0263e --- /dev/null +++ b/UCI_N4/ortho/runs/mammographic/fold_2/result.json @@ -0,0 +1,40 @@ +{ + "best_epoch": 41, + "best_val_acc": 0.8082191780821918, + "test_acc": 0.8382608695652174, + "train_size": 240, + "val_size": 146, + "test_size": 575, + "stats": { + "mean": [ + [ + -0.033514049999999865, + -0.031616095833333364, + -0.03834651666666679, + 0.05680765833333342, + -0.03524305833333262 + ] + ], + "std": [ + [ + 0.37826323579119164, + 0.9793517631184475, + 1.0048978854533288, + 1.01250978800026, + 1.0390956653058405 + ] + ] + }, + "width": 32, + "in_features": 5, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 305, + "cert_evals": { + "36": 0.7756521701812744, + "72": 0.7026087045669556, + "108": 0.643478274345398, + "255": 0.1008695662021637 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/mammographic/fold_3/result.json b/UCI_N4/ortho/runs/mammographic/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2e580607ebd3295016bcea85582648a0942e3b75 --- /dev/null +++ b/UCI_N4/ortho/runs/mammographic/fold_3/result.json @@ -0,0 +1,40 @@ +{ + "best_epoch": 16, + "best_val_acc": 0.8161764705882353, + "test_acc": 0.7846153846153846, + "train_size": 240, + "val_size": 136, + "test_size": 585, + "stats": { + "mean": [ + [ + 0.09435683749999943, + -0.13088563458333324, + -0.032003683333333525, + -0.03189805833333325, + 0.008030341666667275 + ] + ], + "std": [ + [ + 1.8583061444674212, + 1.0447702499996767, + 0.9948185192592106, + 1.0005602571514343, + 1.0036844453305227 + ] + ] + }, + "width": 32, + "in_features": 5, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 305, + "cert_evals": { + "36": 0.7572649717330933, + "72": 0.7025641202926636, + "108": 0.5897436141967773, + "255": 0.006837606895714998 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/miniboone/fold_0/result.json b/UCI_N4/ortho/runs/miniboone/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7d0f00151287f12e4bed2c27c9c06204160598df --- /dev/null +++ b/UCI_N4/ortho/runs/miniboone/fold_0/result.json @@ -0,0 +1,130 @@ +{ + "best_epoch": 27, + "best_val_acc": 0.8770616982284667, + "test_acc": 0.8724070651057712, + "train_size": 32516, + "val_size": 19644, + "test_size": 77904, + "stats": { + "mean": [ + [ + -0.0066929692905031805, + -0.0067178206113913536, + -0.00044848711604975365, + -0.006682303195350012, + -0.006676431252304934, + -0.006678322865666758, + -0.006603011846475587, + -0.006676624523311714, + -0.0066787164688152925, + -0.006674537190921409, + -0.006651495260794631, + -0.0021907771461773715, + -0.006695997997908723, + -0.006680375196826281, + -0.006672462064829712, + -0.0019113073704711085, + -0.006682638614835791, + -0.005199885844285893, + -0.006682950415180203, + -0.0027868723179357985, + -0.006732400171929552, + -0.006675056184647536, + -0.0009806369656784695, + -0.0067719209681387305, + -0.006673680111329746, + -0.006853424330988536, + -0.0049757818568722766, + -0.0066786663365727686, + -0.006678683045269993, + -0.00666663167363761, + -0.006713104959930439, + -0.00667692119264367, + -0.006648468240250945, + -0.005555848155831019, + -0.0066771619571901345, + -0.006676893769221374, + -0.006640021976872997, + -0.006652168061569651, + -0.006656952063599499, + -0.006676646404846852, + -0.005321780849683204, + -0.007256703317981967, + -0.006479226783737146, + -0.006305387427130641, + -0.006670434807482904, + -0.006676957442489813, + -0.006832965117468275, + -0.006830883164011628, + -0.006874203773250122, + -0.00667477880120567 + ] + ], + "std": [ + [ + 1.0538567724237127, + 1.0538641992619597, + 0.9958589711579526, + 1.0538780837060269, + 1.053878006921434, + 1.0538798560451104, + 1.053879432020278, + 1.0538786291178488, + 1.053873986660415, + 1.0538783590814276, + 1.0538757864954629, + 1.0176547701635106, + 1.0538752752995135, + 1.053872770510109, + 1.0538659033426634, + 0.9932644775405934, + 1.0538747558236612, + 1.04937218635993, + 1.053877924513502, + 0.0025831688488992767, + 1.053829697906066, + 1.0538783793218856, + 1.018390578757397, + 1.053842634750244, + 1.0538786083464582, + 1.0538111764047524, + 1.022739919992211, + 1.0538741322767364, + 1.0538782493179681, + 1.053875543573962, + 1.0538088816355915, + 1.0538723979257454, + 1.0538730852936433, + 1.0247711822180132, + 1.0538781798354342, + 1.053878585676999, + 1.0538691274084275, + 1.0538654744064087, + 1.05387761105871, + 1.0538781920284286, + 1.0452185226194493, + 1.0438926673439166, + 1.0538793178576804, + 1.0536246877698876, + 1.0538784902027962, + 1.0538787998823098, + 1.0538650746236322, + 1.0538068876186153, + 1.0538062411125644, + 1.0538784592336081 + ] + ] + }, + "width": 256, + "in_features": 50, + "out_features": 2, + "depth": 4, + "padding": 100, + "parameters": 25505, + "cert_evals": { + "36": 0.8106259107589722, + "72": 0.7283836603164673, + "108": 0.6376052498817444, + "255": 0.21747279167175293 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/miniboone/fold_1/result.json b/UCI_N4/ortho/runs/miniboone/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2c4eeb6fe2e85193a95259337a808d719675e8a3 --- /dev/null +++ b/UCI_N4/ortho/runs/miniboone/fold_1/result.json @@ -0,0 +1,130 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.8777223692245064, + "test_acc": 0.8422768819965082, + "train_size": 32516, + "val_size": 19652, + "test_size": 77896, + "stats": { + "mean": [ + [ + -0.003659472481547509, + -0.0035700208512731936, + -0.00456473851721011, + -0.00360049339094594, + -0.003593886083772473, + -0.00358800156845938, + -0.003609804330175811, + -0.0035959653862712893, + -0.003585372367449882, + -0.0036011496647804257, + -0.003574454936031472, + -0.0002376014663141565, + -0.0035765183694182563, + -0.0035786825070734597, + -0.003581793034198606, + 0.0027392871255968536, + -0.0035747984868988035, + -0.0018979996262606397, + -0.0035937045023987507, + 0.008311608403247624, + -0.0038405719449991636, + -0.003598410862344705, + -1.2960689975229953e-05, + -0.0037911689629719237, + -0.0035987016976257243, + -0.003553280317375533, + -0.00120645956911968, + -0.003604746423299312, + -0.003595963956206178, + -0.0036390921810801925, + -0.0036627183510209798, + -0.003597980923237808, + -0.0035958085404107568, + -0.005033409016920937, + -0.0036001520635993464, + -0.0035987486652726062, + -0.0035917900449008895, + -0.0035793614428588296, + -0.0035902388547176894, + -0.0035928566736375947, + -0.0009922327992711712, + -0.002124953252319455, + -0.0036879309878213567, + -0.0034349073177313027, + -0.003598185213436877, + -0.0035934901402386375, + -0.003602609255707958, + -0.0035299332937630697, + -0.0036069077674990894, + -0.003592571029647003 + ] + ], + "std": [ + [ + 1.0293487576429072, + 1.0293632141886253, + 0.9887037915056724, + 1.029365893060315, + 1.0293658502982712, + 1.029368237348854, + 1.0293622172155605, + 1.0293663659457355, + 1.0293628691485286, + 1.0293656358483938, + 1.029364102494499, + 1.006763216099369, + 1.0293667056536349, + 1.029362370179701, + 1.029358770899615, + 1.0012661620897783, + 1.029365775010478, + 1.027354601762616, + 1.0293662087119093, + 1.9999643273466732, + 1.0293241490670084, + 1.0293658647973212, + 1.007217844105937, + 1.0292982324584112, + 1.0293659919295302, + 1.0293214796094297, + 1.0139090551352947, + 1.0293616933725718, + 1.0293661117606363, + 1.0293612193672406, + 1.0293028748669328, + 1.0293608389078128, + 1.0293624280631426, + 1.0121183384237977, + 1.029365684051124, + 1.029366166790506, + 1.0293578351184116, + 1.0293603667049085, + 1.0293647225554694, + 1.02936611660418, + 1.0243754023495473, + 1.0175071683627712, + 1.0293461366945726, + 1.0291967790319312, + 1.0293656729659864, + 1.0293667176112475, + 1.029354896915401, + 1.0293422770958582, + 1.0293448836449766, + 1.029366280982135 + ] + ] + }, + "width": 256, + "in_features": 50, + "out_features": 2, + "depth": 4, + "padding": 100, + "parameters": 25505, + "cert_evals": { + "36": 0.7689740061759949, + "72": 0.6783788800239563, + "108": 0.5650739669799805, + "255": 0.11845280975103378 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/miniboone/fold_2/result.json b/UCI_N4/ortho/runs/miniboone/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2619465b0268cbc04b14b016e90a68d58503818d --- /dev/null +++ b/UCI_N4/ortho/runs/miniboone/fold_2/result.json @@ -0,0 +1,130 @@ +{ + "best_epoch": 20, + "best_val_acc": 0.8782925079430153, + "test_acc": 0.8692749314401415, + "train_size": 32516, + "val_size": 19514, + "test_size": 78034, + "stats": { + "mean": [ + [ + 0.0005872713728625283, + 0.0005592911951040488, + -0.0015875384167732419, + 0.0005084049237298592, + 0.0005126942889679038, + 0.0005151387839825248, + 0.0005130335342600157, + 0.0005107385533274924, + 0.000518504668470965, + 0.0005099805941690433, + 0.0004972431602903669, + 0.006199611582771556, + 0.0004437178835034895, + 0.0005174753444456869, + 0.00045390833435860097, + -0.006724558695826372, + 0.00046023495202354226, + -0.0014645146025250007, + 0.0005134210419486034, + 0.008326016098843635, + 0.0005855647507836025, + 0.0005188788657891645, + -0.005855233801703189, + 0.0005363233146758781, + 0.000517880286628172, + 0.000289813760165567, + 0.0011647067174228383, + 0.000515516933202204, + 0.0005118400049205469, + 0.0005662085096567202, + 0.0006245390962356869, + 0.0005227987882888596, + 0.0004455256058554989, + -0.0012331349033552603, + 0.000509145377660323, + 0.0005160132888423314, + 0.0005081290841431461, + 0.0004383096252307822, + 0.0005235053327593691, + 0.0005115684401526536, + -6.85762123339298e-05, + -0.0002997175066182346, + 0.0005932577715586378, + 0.0008539802024421717, + 0.0005163635748510258, + 0.0005131155830974517, + 0.00047798527387127445, + 0.0004895968192581729, + 0.0006103754389776044, + 0.0005093450393652897 + ] + ], + "std": [ + [ + 0.9957345954073729, + 0.9957338045117373, + 1.009089174106892, + 0.9957299331571907, + 0.9957297207983613, + 0.9957319779858296, + 0.9957285308484073, + 0.99573027967679, + 0.9957274461972008, + 0.9957298025727774, + 0.9957267869288412, + 0.9986824060207489, + 0.995727937063426, + 0.995726209358951, + 0.9957222508374016, + 0.9849068775325148, + 0.9957260724507725, + 0.9984485547058798, + 0.9957301232252692, + 1.9999635778290246, + 0.9957403323167682, + 0.9957303943483548, + 0.9869664238989766, + 0.9957341301924101, + 0.9957304810256162, + 0.9957436771610553, + 0.9965972478945923, + 0.9957273137356182, + 0.9957300780370839, + 0.9957353083328109, + 0.995745588680438, + 0.9957274480178427, + 0.9957264072745984, + 0.9993516959593822, + 0.9957297379201838, + 0.9957305689438095, + 0.9957296474590059, + 0.9957273179676576, + 0.9957300585487675, + 0.9957298638455957, + 0.9958033136974604, + 1.001216743433296, + 0.9957377405837478, + 0.9958618328338358, + 0.9957300476528158, + 0.9957306269775752, + 0.9957358265962181, + 0.9957255439006696, + 0.9957566204204258, + 0.9957298904542489 + ] + ] + }, + "width": 256, + "in_features": 50, + "out_features": 2, + "depth": 4, + "padding": 100, + "parameters": 25505, + "cert_evals": { + "36": 0.8094292283058167, + "72": 0.7285029292106628, + "108": 0.6387856602668762, + "255": 0.2196606546640396 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/miniboone/fold_3/result.json b/UCI_N4/ortho/runs/miniboone/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..af21c5c0fe064d834f25b30af0268a049e888a37 --- /dev/null +++ b/UCI_N4/ortho/runs/miniboone/fold_3/result.json @@ -0,0 +1,130 @@ +{ + "best_epoch": 26, + "best_val_acc": 0.8734779494525734, + "test_acc": 0.8706571626368554, + "train_size": 32516, + "val_size": 19546, + "test_size": 78002, + "stats": { + "mean": [ + [ + -0.004108113020359334, + -0.004135750738098101, + -0.001322435285942239, + -0.004109338048960558, + -0.004110013236557907, + -0.004103856971953094, + -0.004105435167302326, + -0.004108234536843478, + -0.0041157547053759375, + -0.004111229871447928, + -0.004129319931725945, + -0.009310410842292996, + -0.004151154668470918, + -0.004106480246647911, + -0.004078257611637442, + -0.0012255257009042696, + -0.004128084247755086, + -0.001812244588848235, + -0.004106642698979071, + -0.002771495593861472, + -0.003930339402381827, + -0.004107319867142366, + -0.0020118547528348136, + -0.004110450282937586, + -0.004107549326485374, + -0.003903686475773098, + 0.0034778790131669113, + -0.004089806615204751, + -0.004105919012178624, + -0.004107724389223812, + -0.004053504517403692, + -0.004112779779185523, + -0.004036618249477243, + 0.0003978993396296994, + -0.004112451033337286, + -0.004115697588879312, + -0.004161525821134272, + -0.004013369772911648, + -0.004074420147004465, + -0.004107203911920277, + -0.003583577395203846, + -0.003683256187455512, + -0.00410252064829624, + -0.00435002289662263, + -0.004109810948460561, + -0.00410555030446539, + -0.004173506213295106, + -0.004126808812892148, + -0.004084347094353566, + -0.00411184631565997 + ] + ], + "std": [ + [ + 1.0334801859758438, + 1.0334838209190884, + 0.9910692934328427, + 1.0334925739257474, + 1.0334920746964988, + 1.0334944696977597, + 1.033489534681566, + 1.0334928363605922, + 1.0334882086728014, + 1.0334922326917702, + 1.0334875046199652, + 1.0060291795040275, + 1.0334893624231647, + 1.033487735872467, + 1.0334857443384646, + 0.9987636855559352, + 1.0334891465642266, + 1.0284163803912958, + 1.0334926279501595, + 0.001394515045967005, + 1.0334671696186013, + 1.0334925293155786, + 1.0120329637568104, + 1.033467979482877, + 1.0334926503936537, + 1.033454580542911, + 1.019800750059293, + 1.0334899846628842, + 1.033492713983251, + 1.0334904070281967, + 1.033453265260482, + 1.0334870912604435, + 1.033493356896935, + 1.0148066500638184, + 1.0334921455669586, + 1.0334923339339557, + 1.0334817504638347, + 1.0334892263464805, + 1.0334932384339353, + 1.033492453509268, + 1.0277860358762678, + 1.0269827669348142, + 1.0334755350744662, + 1.0331928866784732, + 1.033492181460736, + 1.0334932068430196, + 1.0334910911748012, + 1.033455511075802, + 1.0334588140472194, + 1.0334923126040656 + ] + ] + }, + "width": 256, + "in_features": 50, + "out_features": 2, + "depth": 4, + "padding": 100, + "parameters": 25505, + "cert_evals": { + "36": 0.8115432858467102, + "72": 0.730929970741272, + "108": 0.6427783966064453, + "255": 0.22316093742847443 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/molec-biol-promoter/fold_0/result.json b/UCI_N4/ortho/runs/molec-biol-promoter/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3c98af2d21febbbc293e075a055cf885c28b40e0 --- /dev/null +++ b/UCI_N4/ortho/runs/molec-biol-promoter/fold_0/result.json @@ -0,0 +1,144 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.875, + "test_acc": 0.8125, + "train_size": 26, + "val_size": 16, + "test_size": 64, + "stats": { + "mean": [ + [ + -0.09373999999999999, + 0.349711153846154, + -0.124846, + -0.18628265384615392, + -0.0025111153846154245, + -0.027689192307692376, + -0.32854380769230773, + -0.2587748846153846, + -0.291938, + -0.12147457692307692, + 0.013408923076923039, + -0.18303142307692302, + 0.10672619230769233, + -0.0388065384615385, + -0.2118675692307692, + 0.26045576923076913, + -0.0038293076923076983, + -0.12772800000000012, + 0.406745076923077, + -0.22977469230769215, + -0.23213830769230762, + 0.057734, + -0.25536484615384614, + 0.036332807692307734, + -0.306678, + 0.12654100000000004, + -0.06969015384615382, + -0.22098480769230766, + -0.20798946153846154, + -0.24676503846153855, + -0.3183693461538464, + -0.1853619230769231, + -0.30043107692307686, + -0.37097869230769237, + -0.36548838461538463, + 0.011515653846153858, + -0.05251046153846157, + -0.17936411538461533, + 0.030728153846153836, + 0.0502869230769231, + -0.08165438461538464, + -0.04035388461538459, + -0.044060461538461534, + 0.1891277692307692, + -0.09007600000000004, + 0.08841000000000002, + 0.34717700000000007, + -0.08658792307692309, + -0.14910884615384612, + -0.01171784615384617, + -0.010542692307692277, + 0.2279287692307692, + 0.19163046153846158, + 0.044342807692307744, + 0.11406934615384606, + 0.26639184615384615, + 0.0024606538461537973 + ] + ], + "std": [ + [ + 1.0076078297495967, + 0.9724627657739631, + 0.9573573651622793, + 1.0262408425117875, + 0.9587446442307666, + 0.9571040384617393, + 0.9896566783801658, + 1.0271371774080218, + 0.9458984467553748, + 0.983396009484761, + 0.9474507771505324, + 1.0162340072708942, + 0.9916278302898655, + 0.9889509346456372, + 1.0996503269494506, + 0.8339239830692423, + 0.9718806374953891, + 1.0013701717610572, + 1.1087224946399736, + 0.9663160194574336, + 0.8925655267102359, + 1.0240426363341295, + 0.9129708359204913, + 0.9674367468039534, + 0.934498494547744, + 0.996046000000193, + 0.9001646244230804, + 1.011066294523225, + 0.9306740888083066, + 0.9019636923091955, + 1.0103842953596318, + 0.9763974023364559, + 1.0034859025495506, + 1.0189729800426417, + 0.8809657272220804, + 1.001293348052636, + 0.8026415950749621, + 1.0084947048958783, + 1.0447591131223906, + 1.080924244585727, + 0.9862369191590393, + 1.0095530529552834, + 1.014776711029924, + 0.9243136682665729, + 0.9998867689999087, + 1.0150113097032656, + 1.0058059432415762, + 0.8281138846158841, + 0.9053220114009879, + 0.7877964184833098, + 0.8751600073353956, + 1.0046622498233042, + 0.9279195402053261, + 0.9992859945990674, + 0.9930878632688641, + 0.9472126805852605, + 1.0500485456210673 + ] + ] + }, + "width": 256, + "in_features": 57, + "out_features": 2, + "depth": 4, + "padding": 114, + "parameters": 33065, + "cert_evals": { + "36": 0.65625, + "72": 0.453125, + "108": 0.3125, + "255": 0.0625 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/molec-biol-promoter/fold_1/result.json b/UCI_N4/ortho/runs/molec-biol-promoter/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7944beba7bf631b588bde3b1a3f68077256cc02a --- /dev/null +++ b/UCI_N4/ortho/runs/molec-biol-promoter/fold_1/result.json @@ -0,0 +1,144 @@ +{ + "best_epoch": 11, + "best_val_acc": 1.0, + "test_acc": 0.6923076923076923, + "train_size": 26, + "val_size": 15, + "test_size": 65, + "stats": { + "mean": [ + [ + 0.09734461538461536, + -0.009867653846153778, + 0.10790676923076924, + -0.15064011538461541, + 0.09738461538461546, + -0.05959273076923076, + -0.048695384615384696, + -0.10221076923076929, + -0.19740069230769225, + 0.26099000000000006, + -0.20290846153846157, + 0.20358803846153845, + -0.1825234230769231, + 0.21829484615384614, + 0.007081746153846278, + -0.06588375384615386, + 0.19917507692307695, + -0.3013095384615385, + 0.04983446153846157, + 0.007020153846153817, + -0.0066845384615384406, + -0.042044076923076885, + -0.07821423076923074, + 0.137686, + -0.015271923076923129, + -0.17227284615384614, + 0.2755073076923076, + 0.10235538461538465, + -0.2435485769230769, + -0.1773835384615385, + 0.08412084615384617, + -0.15183184615384618, + -0.10858899999999995, + -0.09742265384615373, + -0.05963238461538462, + -0.05630061538461538, + -0.018979730769230797, + 0.05089046153846155, + 0.15364107692307694, + -0.010982076923076903, + 0.10650861538461538, + -0.1806068846153846, + -0.20850592307692312, + -0.014057692307692288, + 0.21039161538461543, + -0.055766615384615394, + 0.2426295384615386, + -0.12109303846153843, + -0.29682430769230767, + -0.15785057692307694, + 0.19899334615384612, + -0.13024523076923075, + -0.20279253846153844, + 0.04434280769230771, + -0.06270500000000002, + 0.09504676923076928, + 0.10028380769230766 + ] + ], + "std": [ + [ + 1.0412699655331787, + 0.974109238604762, + 0.9613906810801298, + 0.9643340756609565, + 0.9673793894378168, + 1.003312008397785, + 0.9182015580655095, + 0.982743930536501, + 0.9723005343268958, + 0.9411703711795796, + 0.9796610632100985, + 0.9145025424643751, + 0.9879752636511461, + 1.0944915110032636, + 0.9430338516297093, + 0.9508755832408867, + 0.9258429683390378, + 0.8679061723089316, + 1.0276288482675964, + 0.9501945836398535, + 1.0169676029594148, + 1.0501744622186107, + 0.9644548335998028, + 0.9121775925932151, + 0.9112105136727959, + 1.0206435073325324, + 0.9080727257130373, + 0.9347829604211333, + 0.8967697697883465, + 0.9663770689480945, + 0.9532701925574484, + 0.8568118833949174, + 0.9554743200735837, + 1.1504807500220855, + 1.0155470332338918, + 1.0396018722819245, + 0.9268106513458504, + 0.9168958971379897, + 0.9852213842143813, + 1.001611750376513, + 0.990217812330316, + 0.9873887799655962, + 1.0110391392211635, + 0.9439560657308471, + 1.068328170673588, + 1.0047193948569797, + 0.9979267159932226, + 0.9934730341322996, + 0.8557618796771218, + 0.7460287358936586, + 0.9778352307693193, + 1.02192658245343, + 1.037835803866067, + 0.9677087884615755, + 0.956543380038049, + 1.0171593177603953, + 0.91997592085019 + ] + ] + }, + "width": 256, + "in_features": 57, + "out_features": 2, + "depth": 4, + "padding": 114, + "parameters": 33065, + "cert_evals": { + "36": 0.5692307949066162, + "72": 0.5230769515037537, + "108": 0.3384615480899811, + "255": 0.0615384615957737 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/molec-biol-promoter/fold_2/result.json b/UCI_N4/ortho/runs/molec-biol-promoter/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f63ff64963d54740c80c413619f31b00bdf4768f --- /dev/null +++ b/UCI_N4/ortho/runs/molec-biol-promoter/fold_2/result.json @@ -0,0 +1,144 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.8333333333333334, + "test_acc": 0.7941176470588235, + "train_size": 26, + "val_size": 12, + "test_size": 68, + "stats": { + "mean": [ + [ + -0.030045192307692332, + -0.23869049999999983, + 0.041405769230769246, + 0.06321669230769228, + -0.0025107307692308154, + 0.09992461538461536, + 0.013492769230769159, + 0.14829176923076925, + -0.10286334615384617, + -0.08960249999999997, + 0.19882307692307696, + 0.09814630769230767, + -0.021829269230769246, + 0.03465076923076919, + -0.18058907692307682, + -0.1311519076923077, + 0.11797353846153848, + -0.05829530769230779, + 0.1212169230769231, + 0.07467584615384616, + 0.18656150000000013, + 0.2905494615384615, + -0.2553650384615384, + -0.06502038461538459, + -0.30667792307692304, + 0.09333938461538464, + 0.13742846153846142, + 0.17420873076923077, + 0.1120429615384615, + 0.23890723076923073, + -0.16356549999999995, + 0.08287507692307697, + -0.14056257692307694, + -0.09742265384615377, + -0.05963253846153847, + 0.011515500000000038, + 0.014551115384615343, + 0.08378369230769231, + 0.18436938461538463, + 0.019652346153846163, + 0.13786915384615384, + -0.14554365384615378, + -0.1756169230769231, + 0.12139923076923075, + 0.010079923076923155, + 0.30467446153846156, + -0.10586153846153845, + 0.15494511538461542, + -0.11217969230769238, + -0.011717730769230784, + -0.4645376538461538, + -0.13024538461538462, + 0.02728761538461537, + -0.024779269230769223, + -0.16876950000000007, + -0.04202923076923075, + 0.06767634615384611 + ] + ], + "std": [ + [ + 0.9790173867981108, + 0.8922350160543789, + 1.0237664792278374, + 0.9979986758255733, + 1.0450661465298063, + 1.0048325881986542, + 1.029402187109299, + 1.0083506459854783, + 0.9890083565745167, + 1.0164135742199043, + 1.0470407615391002, + 1.0378839738382932, + 0.9292517115719242, + 0.9612825317480931, + 1.0472447179957627, + 1.0262853071350215, + 1.052495553619595, + 1.059841692041489, + 1.1269554422034933, + 0.9208378006880765, + 0.9000880971984075, + 0.9294786618886555, + 1.076982881442786, + 1.0095815066264635, + 0.9911193052127372, + 1.0313874086125658, + 0.9980922524006728, + 0.9095892006901778, + 0.9905655045642239, + 1.0384115432086387, + 0.9810218452020498, + 1.060299711989925, + 0.9844584721629052, + 0.9476257009349917, + 0.8894460896472517, + 1.0593221207156762, + 0.8826955613077969, + 0.9713319428712611, + 1.075487248351794, + 1.0067518301441576, + 1.0419999967859404, + 0.986766332875252, + 1.0083607367807386, + 0.9773806693737923, + 1.0515029245809187, + 0.9917044123633906, + 0.9657665710047374, + 0.9290685404960641, + 1.1225398591645361, + 1.0183526454206688, + 0.8092726993206232, + 0.9375164234499523, + 1.0268476122485855, + 0.9726335635209717, + 0.9727406960463761, + 1.112026712980068, + 1.0129397204932757 + ] + ] + }, + "width": 256, + "in_features": 57, + "out_features": 2, + "depth": 4, + "padding": 114, + "parameters": 33065, + "cert_evals": { + "36": 0.6029411554336548, + "72": 0.4852941334247589, + "108": 0.3529411852359772, + "255": 0.029411764815449715 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/molec-biol-promoter/fold_3/result.json b/UCI_N4/ortho/runs/molec-biol-promoter/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..be314c912245cc5d136db164e3183e0e0fa2bbc9 --- /dev/null +++ b/UCI_N4/ortho/runs/molec-biol-promoter/fold_3/result.json @@ -0,0 +1,144 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.8181818181818182, + "test_acc": 0.7536231884057971, + "train_size": 26, + "val_size": 11, + "test_size": 69, + "stats": { + "mean": [ + [ + 0.06549715384615382, + -0.1733123461538461, + -0.22459746153846155, + -0.008068615384615393, + -0.33549623076923074, + -0.1233995769230769, + -0.17307238461538452, + 0.023040692307692345, + -0.07135107692307693, + -0.18521865384615382, + -0.04839615384615389, + 0.09814603846153849, + -0.021828923076923114, + 0.07137899999999996, + -0.1493106769230769, + -0.0006160384615384937, + -0.16623299999999996, + -0.19716084615384608, + -0.1643116153846154, + 0.14233134615384618, + 0.18656149999999996, + 0.09099338461538463, + 0.09893680769230777, + -0.031236038461538454, + -0.43619169230769256, + -0.3382805384615385, + -0.13872946153846152, + 0.21013507692307687, + 0.32539880769230767, + 0.34298038461538466, + -0.0706831923076923, + -0.0847729230769231, + 0.08325415384615384, + 0.03935515384615389, + -0.12760034615384613, + 0.045423692307692304, + 0.24926692307692294, + -0.014896576923076922, + 0.030727999999999995, + 0.14219007692307695, + -0.08165438461538452, + -0.07541711538461539, + -0.2085062307692308, + -0.14951476923076926, + 0.010080153846153841, + 0.16049815384615387, + -0.14071053846153841, + -0.19010246153846153, + 0.22017992307692313, + -0.08478423076923074, + 0.12914796153846148, + -0.195368, + -0.13705561538461536, + -0.33582846153846135, + -0.1687693076923077, + -0.0077596923076923285, + 0.035068461538461576 + ] + ], + "std": [ + [ + 0.9949457610380924, + 1.0006243291807655, + 1.0805097483660284, + 1.0669055953756055, + 1.0322555409439118, + 0.9848822871167503, + 0.9431346904463401, + 0.9378178344246724, + 1.0181978932718458, + 0.966727095536948, + 0.9908076284467556, + 1.0378839686283479, + 1.088933086989841, + 0.8046857737758931, + 1.134679772935726, + 0.9553453144737399, + 0.9684821547379812, + 0.8999479146517183, + 0.9741754410810941, + 1.0108802015807785, + 0.7709686644604582, + 1.0772131326993413, + 0.8384300579512153, + 1.0358089031747673, + 1.0305305742983066, + 0.9367306253151163, + 0.9884948822596298, + 0.9666870451735153, + 0.7559985089760948, + 0.8999593432865595, + 0.9970138749450403, + 1.052317535287378, + 1.0819218493489575, + 0.9767902491283019, + 0.9784792222564622, + 0.9949578210493984, + 0.8614226395733138, + 0.9539103328924243, + 1.0209907346186988, + 0.9432236511876507, + 1.036795800272391, + 1.0138060762016619, + 1.1167776196923178, + 1.0142323983395336, + 1.1052486656840097, + 1.0124481502282436, + 1.0529966821172885, + 0.9493509361557843, + 1.1279936610242616, + 1.0051609553372078, + 0.9160134879427471, + 1.0114984451985467, + 0.8295657525376697, + 1.028154229267194, + 0.9727407925020125, + 0.8988663639372382, + 0.9628933437374779 + ] + ] + }, + "width": 256, + "in_features": 57, + "out_features": 2, + "depth": 4, + "padding": 114, + "parameters": 33065, + "cert_evals": { + "36": 0.5942029356956482, + "72": 0.3913043439388275, + "108": 0.28985506296157837, + "255": 0.028985507786273956 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/molec-biol-splice/fold_0/result.json b/UCI_N4/ortho/runs/molec-biol-splice/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1a8a86101a10a9d9be0d9c41112ce529a2054613 --- /dev/null +++ b/UCI_N4/ortho/runs/molec-biol-splice/fold_0/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 67, + "best_val_acc": 0.8229166666666666, + "test_acc": 0.8123366440146367, + "train_size": 797, + "val_size": 480, + "test_size": 1913, + "stats": { + "mean": [ + [ + -0.08088939774153121, + -0.017083478042659816, + -0.008676474278544535, + 0.01205199498117964, + -0.019879412797992446, + -0.06819678419071469, + 0.014172110414052605, + -0.0726562358845669, + -0.0424785457967378, + 0.030165779171894516, + -0.015724135508155584, + 0.016329740276034888, + -0.03650249309912165, + 0.060801804265996566, + 0.050552770388958924, + -0.03993303764115418, + -0.02479237139272276, + 0.026231244667502603, + 0.0006134240903385369, + 0.008120775407778993, + 0.011976850690087297, + 0.012784564617315019, + 0.02205557967377646, + 0.003761100376411143, + 0.004885728983688804, + -0.007185055207026799, + 0.006090311166875841, + -0.06913297616060121, + 0.01692240903387772, + -0.024909814303639064, + 0.002042144291092072, + 0.03893583663739384, + 0.04832313927227111, + -0.04144308908406656, + -0.04533064868255915, + 0.029196543287328434, + -0.017319196988707316, + 0.002574765370137967, + 0.014485728983688884, + -0.04080718946047651, + -0.016152210790464142, + -0.1060891342534501, + 0.00146361355081561, + -0.02892638393977404, + 0.03808938393977416, + 0.004615427854454175, + -0.006006715181932309, + 0.03929904642409064, + -0.0026646035131743587, + -0.0008532597239647819, + -0.018261164366373872, + -0.015718006273525736, + -0.03865469008782939, + -0.0023145696361355087, + -0.01960441405269735, + -0.0853860326223336, + 0.005193398996235927, + -0.017738670012547086, + 0.055998069008782805, + 0.039315545796737614 + ] + ], + "std": [ + [ + 0.9945490246391062, + 0.9934109752899847, + 1.0063178858807398, + 0.9896020723574798, + 0.9849358791871932, + 0.9857421550044541, + 0.9930276963595361, + 0.9834603310222596, + 1.0029783411831081, + 1.008680505435535, + 1.000646776584492, + 1.017380058680371, + 0.9990572202887158, + 1.0037947864498273, + 0.9921475019154874, + 1.0063268933844312, + 0.9808355420987935, + 0.9924788012799176, + 0.9847824180917667, + 0.9870544204448741, + 1.0013704839730797, + 1.0166518616214755, + 0.985710071283119, + 1.0044850695151961, + 0.9909244249062288, + 0.9987615357097599, + 1.0051852364272729, + 0.9860816983161693, + 1.0064425553080443, + 1.021154244482058, + 0.9991376459347909, + 0.9638884376422283, + 1.0033244557289336, + 0.9848543808197192, + 1.0055575628990723, + 0.9940712305710926, + 0.9741863114052403, + 1.0048179660304701, + 0.9887806108854191, + 0.9765227042348682, + 0.997334968218974, + 0.9962132645441986, + 1.0014416509782584, + 1.002091005752959, + 0.9893159775047747, + 0.9934985594799247, + 0.9886647568170538, + 0.9919893464761707, + 0.9955923461346924, + 0.9926319617434606, + 0.9728863130641628, + 1.0082140966036435, + 0.9961100311402014, + 1.0077701107332304, + 0.9792654768868749, + 1.0119326199882663, + 1.0172792289838704, + 0.9956848073966668, + 1.0083179950377872, + 0.9802036286210523 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 3, + "depth": 4, + "padding": 120, + "parameters": 36726, + "cert_evals": { + "36": 0.7224254608154297, + "72": 0.627286970615387, + "108": 0.5311029553413391, + "255": 0.1772085726261139 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/molec-biol-splice/fold_1/result.json b/UCI_N4/ortho/runs/molec-biol-splice/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8cad282f1c6ec8959f0579eff5242a64e4f0e2cc --- /dev/null +++ b/UCI_N4/ortho/runs/molec-biol-splice/fold_1/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 55, + "best_val_acc": 0.8026315789473685, + "test_acc": 0.8074341765616934, + "train_size": 797, + "val_size": 456, + "test_size": 1937, + "stats": { + "mean": [ + [ + 0.018491488080301106, + -0.0011505069008782528, + 0.021436997490589735, + 0.03502552697616077, + 0.021530190715181953, + 0.01771506524466753, + 0.0028268569636132166, + -0.03774227101631111, + 0.019095676286072647, + -0.016733656210790544, + -0.0663814040150566, + 0.005845333751568237, + 0.004257730238393967, + 0.0011046449184443634, + -0.027280681304893566, + 0.005402819322459137, + 0.04633495859473012, + 0.009161250941028725, + 0.026725796737766497, + -0.01972711794228387, + -0.01983136010037666, + -0.009908578419071404, + 0.022055481806775055, + 0.05518264240903318, + -0.04640085570890846, + -0.03727541907151866, + -0.0335212045169384, + -0.03967690213299759, + 0.005998318695107535, + -0.01785224341279831, + -0.003198117942283299, + -0.013416670639897136, + -0.009072863237139185, + -0.007062920953576991, + 0.011101452948557616, + -0.045883223337515024, + -0.012705889585947094, + -0.05706059096612311, + 0.00637870514429108, + -0.024475352572145292, + -0.033483001254705075, + -0.018872419071518255, + -0.004380110414052662, + -0.019757495608531926, + -0.01618084692597215, + 0.06015848933500684, + 0.004326102885821954, + 0.031207774153074287, + 0.09302961606022617, + 0.037705563362610196, + 0.031232815558343906, + 0.05163176913425327, + 0.051368831869510787, + -0.02336010790464227, + 0.006880800501882391, + -0.05682849560853219, + -0.004021038895859437, + 0.002038494353826773, + 0.05144887452948544, + -0.00027493977415304015 + ] + ], + "std": [ + [ + 0.9889166025491434, + 1.0113611751416451, + 1.00351331532884, + 1.0051662180322105, + 0.9987679141001061, + 0.9996822942772838, + 1.0042310134414263, + 1.0134372724050602, + 1.0000665011762366, + 0.9994360301075128, + 0.9995393709189473, + 1.0346986177316517, + 1.011186369192948, + 1.0016439123703365, + 0.9965028721446453, + 1.0098540994428735, + 0.9933407245937251, + 1.0209497831856362, + 0.9866653742506231, + 0.982825314351339, + 0.9914313036126221, + 1.0062435071011668, + 1.0149240913230397, + 0.9887363914059815, + 0.9994565119417103, + 1.016608779035485, + 0.9986323360957506, + 0.9983077834509023, + 0.992117921809115, + 1.0118934305428742, + 1.0093115895196225, + 1.0141263884110643, + 0.998031262724133, + 0.9978752951488421, + 1.0058194162074532, + 0.9997345249416975, + 1.0043988806220703, + 1.0026034007181608, + 1.0124721562205274, + 0.9897322617082525, + 0.9985816439065134, + 0.9919527474532689, + 1.0036339185538052, + 0.973512268444304, + 1.0130393993507771, + 0.9897840394213037, + 0.9936053260728854, + 1.0155800367441008, + 1.0112837805104922, + 0.9806050237126605, + 1.0133289778387422, + 1.003164742603154, + 0.9684252971086295, + 0.9941237378734813, + 0.9987879065672047, + 1.0056255382787287, + 1.0017418494408326, + 0.9935852276048891, + 1.024679553968222, + 1.007096200700548 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 3, + "depth": 4, + "padding": 120, + "parameters": 36726, + "cert_evals": { + "36": 0.7392875552177429, + "72": 0.6334537863731384, + "108": 0.5327826738357544, + "255": 0.14816726744174957 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/molec-biol-splice/fold_2/result.json b/UCI_N4/ortho/runs/molec-biol-splice/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..691c7135b3e6e19fe56764ab5590c250fa75cb31 --- /dev/null +++ b/UCI_N4/ortho/runs/molec-biol-splice/fold_2/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 39, + "best_val_acc": 0.8180076628352491, + "test_acc": 0.8017103153393907, + "train_size": 797, + "val_size": 522, + "test_size": 1871, + "stats": { + "mean": [ + [ + 0.016180366373901797, + 0.0159205972396487, + -0.04805540652446672, + 0.017795338770389135, + -0.018760287327477875, + -0.012470120451693864, + -0.025536504391468096, + -0.023100938519447715, + -0.021953736511919807, + 0.005599485570890773, + -0.028107018820577125, + -0.0663806737766629, + -0.002535664993726509, + -0.041697066499373665, + -0.041221063989962406, + -0.019531874529485415, + 0.001174760351317426, + 5.719824341241943e-05, + 0.009695979924717433, + -0.006360112923463307, + 0.031288966122960366, + 0.01732320451693862, + 0.034643243412797765, + -0.05223140276035192, + 0.012863726474278572, + -0.02278748055207084, + 0.08181816185696375, + 0.022917264742786353, + 0.03112372647427915, + 0.01743540276035093, + 0.009902525721455502, + 0.030388477038899016, + -0.007947400250940755, + -0.002626762860728837, + -0.002393195734001926, + 0.0224729749058976, + -0.035772559598494034, + 0.031245622333751583, + 0.07355148055206996, + -0.02680844165621052, + 0.0011786298619825138, + -0.023523868255959906, + 0.009644725219573422, + -0.011734667503136672, + 0.04155336135508157, + -0.008113194479297375, + 0.023843790464241343, + 0.03351953826850721, + -0.05937222333751553, + 0.01956023839397823, + -0.05714953952321155, + 0.029942850690087883, + -0.01788004265997477, + 0.018731055207026504, + 0.00457773149309927, + -0.028270974905896498, + -0.044334417816813056, + 0.02181565872020062, + -0.004279376411543287, + 0.033493360100376554 + ] + ], + "std": [ + [ + 1.006032731784378, + 0.9981987082501484, + 1.0058419047925986, + 1.0147724595576162, + 0.9940588732535701, + 0.9991159025458402, + 0.9691047120808344, + 0.9991048317365939, + 1.020189994500977, + 0.9848978164137729, + 0.998075185404707, + 0.9900346208081456, + 0.9970676239537044, + 1.0074170125268456, + 0.9888612246445799, + 1.0204821123725891, + 1.0188778509112115, + 1.021786600393116, + 0.9923811904568762, + 0.9930750642777653, + 1.0126874688330874, + 1.0123955584555848, + 1.0119546947996216, + 0.967160657446603, + 1.013064602613993, + 1.0088579414594196, + 1.0050975228498589, + 1.0226014249223117, + 1.0030135447468238, + 1.0006692722984143, + 1.0063109761380487, + 0.9976611466924694, + 1.0191830139161713, + 1.0037191251141417, + 1.0000135193218243, + 1.008885797923785, + 1.005277894129722, + 0.9951865869001352, + 1.003658412696999, + 1.0103592136706143, + 1.013785819980191, + 1.0167078374977943, + 1.0100157686042965, + 1.0010457270061084, + 1.0282359743543752, + 0.9985304229175116, + 0.9712378399548074, + 1.0007272977609394, + 1.00869249677983, + 0.9976542416860067, + 1.0108332275437888, + 1.0094799027511412, + 0.9910934491654954, + 1.0239973266326525, + 0.9997566127783953, + 0.995332570938697, + 1.0015100811283149, + 1.0189914283748178, + 0.9815154139951994, + 1.0109702187257807 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 3, + "depth": 4, + "padding": 120, + "parameters": 36726, + "cert_evals": { + "36": 0.7188669443130493, + "72": 0.618385910987854, + "108": 0.4954569935798645, + "255": 0.12132550030946732 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/molec-biol-splice/fold_3/result.json b/UCI_N4/ortho/runs/molec-biol-splice/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6d7b233d3ae5a77875231d6e03a619ac0d68b603 --- /dev/null +++ b/UCI_N4/ortho/runs/molec-biol-splice/fold_3/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 28, + "best_val_acc": 0.8084210526315789, + "test_acc": 0.7977059436913452, + "train_size": 797, + "val_size": 475, + "test_size": 1918, + "stats": { + "mean": [ + [ + 0.023113880803011123, + -0.031878431618569576, + 0.0017474705144291346, + -0.048827942283563595, + 0.02600689711417815, + -0.020596907151819388, + 0.03119006398996214, + -0.010712095357591008, + -0.03563701003764123, + -0.0066837766624844005, + 0.020298818067753775, + 0.0349687051442911, + 0.03369574404015041, + 0.010115574654956229, + -0.008693601003764222, + -0.037666260978670006, + 0.013593819322459105, + -0.06367114930991241, + 0.002884076537013706, + -0.04311930238393992, + -0.028919440401505687, + 0.03661243287327482, + -0.012274677540778, + 0.022044312421580708, + -0.0019524943538268248, + -0.00718509535759122, + 0.018905804265997497, + -0.020039599749058525, + 0.011460363864492227, + 0.00190883061480542, + 0.015142810539523602, + 0.0015411859473054327, + -0.0034457590966119997, + 0.007354567126724528, + -0.019568141781680794, + 6.111668757913393e-05, + 0.014974058971141782, + 0.017483629861982628, + 0.004062395232120175, + -0.039640589711417734, + -0.017307636135508092, + -0.015383726474278643, + 0.02951326599749063, + 0.010041510664993838, + -0.009252728983688915, + 0.023129829360100374, + 0.024991664993726456, + 0.005777824341280051, + 0.010330861982434136, + -0.02240079799247117, + 0.013556362609786848, + 0.009395460476787914, + -0.05596691593475561, + -0.0011453801756584612, + 0.019547611041405746, + -0.005424897114178279, + -0.036271767879548236, + -0.04216928481806779, + -0.06910606649937284, + 0.013698135508155716 + ] + ], + "std": [ + [ + 0.9995168687982413, + 1.0072187255531315, + 0.9922765699545656, + 1.0014379023165043, + 1.0007423887263762, + 1.006595287508758, + 0.996025190875742, + 1.0015863398288425, + 0.9939619881518538, + 1.0012546381038536, + 0.9974235803209218, + 0.9958759047377087, + 1.0231793150542605, + 0.9988598615456608, + 1.0165807865563634, + 0.9981765632980487, + 0.9916120393689883, + 0.9967806721546657, + 1.0001387498061993, + 0.9907382633450215, + 0.9919466420747174, + 0.9918048070565159, + 0.9927131112764388, + 0.9987541938182435, + 0.9829950228363971, + 0.9987615525719863, + 1.006646575684889, + 0.9727270348859581, + 1.0274767556558333, + 0.9948545552577256, + 0.9724110619354693, + 0.999399954650725, + 1.0137453383320747, + 1.0038171597805419, + 0.9942857302920103, + 1.0221132950933616, + 1.0125332438729522, + 1.0058606284258966, + 1.0061583893468007, + 1.0071484737907352, + 0.993080173542264, + 0.994054088509694, + 1.0019557537886754, + 0.9879867613789639, + 1.0059203970540576, + 1.002236769456239, + 1.0166179760088292, + 1.0148930646959913, + 0.9855942441531308, + 0.9881712595842015, + 0.997375001351328, + 1.0153221146032385, + 0.9987022726517054, + 1.0023090382878383, + 0.9960039697880356, + 0.9659716681886643, + 1.0079997805456118, + 0.9972223231158401, + 0.9973623069301778, + 1.0162353419266272 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 3, + "depth": 4, + "padding": 120, + "parameters": 36726, + "cert_evals": { + "36": 0.7059437036514282, + "72": 0.607403576374054, + "108": 0.5, + "255": 0.12877997756004333 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/monks-1/fold_0/result.json b/UCI_N4/ortho/runs/monks-1/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..01e5764a40e2d1e6fa224fd4d804301b096c7052 --- /dev/null +++ b/UCI_N4/ortho/runs/monks-1/fold_0/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.6571428571428571, + "test_acc": 0.651685393258427, + "train_size": 432, + "val_size": 35, + "test_size": 89, + "stats": { + "mean": [ + [ + -5.13992141030165e-18, + 1.1307827102663631e-17, + -6.6818978333921455e-18, + -1.02798428206033e-18, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9988447623463166, + 0.9988447623463166, + 0.9988419999999979, + 0.9988447623463166, + 0.9988439629181349, + 0.9988419999999979 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.4606741666793823, + "72": 0.3483146131038666, + "108": 0.21348315477371216, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/monks-1/fold_1/result.json b/UCI_N4/ortho/runs/monks-1/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2644f497d4b6affdffbc5693cb6793b8e7287536 --- /dev/null +++ b/UCI_N4/ortho/runs/monks-1/fold_1/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 11, + "best_val_acc": 0.6956521739130435, + "test_acc": 0.6138613861386139, + "train_size": 432, + "val_size": 23, + "test_size": 101, + "stats": { + "mean": [ + [ + -5.13992141030165e-18, + 1.1307827102663631e-17, + -6.6818978333921455e-18, + -1.02798428206033e-18, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9988447623463166, + 0.9988447623463166, + 0.9988419999999979, + 0.9988447623463166, + 0.9988439629181349, + 0.9988419999999979 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.514851450920105, + "72": 0.3465346395969391, + "108": 0.029702968895435333, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/monks-1/fold_2/result.json b/UCI_N4/ortho/runs/monks-1/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9ae880105724d4613a69abee55ed945775e354d9 --- /dev/null +++ b/UCI_N4/ortho/runs/monks-1/fold_2/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.6206896551724138, + "test_acc": 0.5789473684210527, + "train_size": 432, + "val_size": 29, + "test_size": 95, + "stats": { + "mean": [ + [ + -5.13992141030165e-18, + 1.1307827102663631e-17, + -6.6818978333921455e-18, + -1.02798428206033e-18, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9988447623463166, + 0.9988447623463166, + 0.9988419999999979, + 0.9988447623463166, + 0.9988439629181349, + 0.9988419999999979 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.46315792202949524, + "72": 0.3368421196937561, + "108": 0.23157896101474762, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/monks-1/fold_3/result.json b/UCI_N4/ortho/runs/monks-1/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..53664e877736b383cd71f2b119dce523d51f565a --- /dev/null +++ b/UCI_N4/ortho/runs/monks-1/fold_3/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.7391304347826086, + "test_acc": 0.801980198019802, + "train_size": 432, + "val_size": 23, + "test_size": 101, + "stats": { + "mean": [ + [ + -5.13992141030165e-18, + 1.1307827102663631e-17, + -6.6818978333921455e-18, + -1.02798428206033e-18, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9988447623463166, + 0.9988447623463166, + 0.9988419999999979, + 0.9988447623463166, + 0.9988439629181349, + 0.9988419999999979 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.6237623691558838, + "72": 0.5346534848213196, + "108": 0.2673267424106598, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/monks-2/fold_0/result.json b/UCI_N4/ortho/runs/monks-2/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c128a1069870cb6edd446676662702f1bcf087c5 --- /dev/null +++ b/UCI_N4/ortho/runs/monks-2/fold_0/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.5, + "test_acc": 0.39568345323741005, + "train_size": 432, + "val_size": 30, + "test_size": 139, + "stats": { + "mean": [ + [ + -5.13992141030165e-18, + 1.1307827102663631e-17, + -6.6818978333921455e-18, + -1.02798428206033e-18, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9988447623463166, + 0.9988447623463166, + 0.9988419999999979, + 0.9988447623463166, + 0.9988439629181349, + 0.9988419999999979 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.04316546767950058, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/monks-2/fold_1/result.json b/UCI_N4/ortho/runs/monks-2/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7e5e428adbf7e333efc13772ee998928301b6494 --- /dev/null +++ b/UCI_N4/ortho/runs/monks-2/fold_1/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.6538461538461539, + "test_acc": 0.6153846153846154, + "train_size": 432, + "val_size": 26, + "test_size": 143, + "stats": { + "mean": [ + [ + -5.13992141030165e-18, + 1.1307827102663631e-17, + -6.6818978333921455e-18, + -1.02798428206033e-18, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9988447623463166, + 0.9988447623463166, + 0.9988419999999979, + 0.9988447623463166, + 0.9988439629181349, + 0.9988419999999979 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.615384578704834, + "72": 0.615384578704834, + "108": 0.615384578704834, + "255": 0.2237762212753296 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/monks-2/fold_2/result.json b/UCI_N4/ortho/runs/monks-2/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4db2eb7f7cbd7c8d4716352cf6509c845dc5b463 --- /dev/null +++ b/UCI_N4/ortho/runs/monks-2/fold_2/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 2, + "best_val_acc": 0.6551724137931034, + "test_acc": 0.6214285714285714, + "train_size": 432, + "val_size": 29, + "test_size": 140, + "stats": { + "mean": [ + [ + -5.13992141030165e-18, + 1.1307827102663631e-17, + -6.6818978333921455e-18, + -1.02798428206033e-18, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9988447623463166, + 0.9988447623463166, + 0.9988419999999979, + 0.9988447623463166, + 0.9988439629181349, + 0.9988419999999979 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.6142857074737549, + "72": 0.5428571701049805, + "108": 0.37142857909202576, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/monks-2/fold_3/result.json b/UCI_N4/ortho/runs/monks-2/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0e85604479e913f9f57c8f1ee9f7d0f9214fdca6 --- /dev/null +++ b/UCI_N4/ortho/runs/monks-2/fold_3/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 15, + "best_val_acc": 0.6551724137931034, + "test_acc": 0.5857142857142857, + "train_size": 432, + "val_size": 29, + "test_size": 140, + "stats": { + "mean": [ + [ + -5.13992141030165e-18, + 1.1307827102663631e-17, + -6.6818978333921455e-18, + -1.02798428206033e-18, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9988447623463166, + 0.9988447623463166, + 0.9988419999999979, + 0.9988447623463166, + 0.9988439629181349, + 0.9988419999999979 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.4928571581840515, + "72": 0.3285714387893677, + "108": 0.20714285969734192, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/monks-3/fold_0/result.json b/UCI_N4/ortho/runs/monks-3/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..976a79e8fa9da34c2ac55d8db317ad77be110c0f --- /dev/null +++ b/UCI_N4/ortho/runs/monks-3/fold_0/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.8125, + "test_acc": 0.6444444444444445, + "train_size": 432, + "val_size": 32, + "test_size": 90, + "stats": { + "mean": [ + [ + -5.13992141030165e-18, + 1.1307827102663631e-17, + -6.6818978333921455e-18, + -1.02798428206033e-18, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9988447623463166, + 0.9988447623463166, + 0.9988419999999979, + 0.9988447623463166, + 0.9988439629181349, + 0.9988419999999979 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.5555555820465088, + "72": 0.5111111402511597, + "108": 0.4444444477558136, + "255": 0.12222222238779068 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/monks-3/fold_1/result.json b/UCI_N4/ortho/runs/monks-3/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0e1d0cc1525101d0ce4b529fa8c856f8dc7cdc2c --- /dev/null +++ b/UCI_N4/ortho/runs/monks-3/fold_1/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.4444444444444444, + "test_acc": 0.5192307692307693, + "train_size": 432, + "val_size": 18, + "test_size": 104, + "stats": { + "mean": [ + [ + -5.13992141030165e-18, + 1.1307827102663631e-17, + -6.6818978333921455e-18, + -1.02798428206033e-18, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9988447623463166, + 0.9988447623463166, + 0.9988419999999979, + 0.9988447623463166, + 0.9988439629181349, + 0.9988419999999979 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.5192307829856873, + "72": 0.5192307829856873, + "108": 0.5192307829856873, + "255": 0.5192307829856873 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/monks-3/fold_2/result.json b/UCI_N4/ortho/runs/monks-3/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..da9a906727cdd407b3d545e80b69c5db9defce71 --- /dev/null +++ b/UCI_N4/ortho/runs/monks-3/fold_2/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.625, + "test_acc": 0.4897959183673469, + "train_size": 432, + "val_size": 24, + "test_size": 98, + "stats": { + "mean": [ + [ + -5.13992141030165e-18, + 1.1307827102663631e-17, + -6.6818978333921455e-18, + -1.02798428206033e-18, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9988447623463166, + 0.9988447623463166, + 0.9988419999999979, + 0.9988447623463166, + 0.9988439629181349, + 0.9988419999999979 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.4897959232330322, + "72": 0.4897959232330322, + "108": 0.4897959232330322, + "255": 0.4897959232330322 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/monks-3/fold_3/result.json b/UCI_N4/ortho/runs/monks-3/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2da87fcf782fee48f4905c87eb60210fd6b497da --- /dev/null +++ b/UCI_N4/ortho/runs/monks-3/fold_3/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.7931034482758621, + "test_acc": 0.5053763440860215, + "train_size": 432, + "val_size": 29, + "test_size": 93, + "stats": { + "mean": [ + [ + -5.13992141030165e-18, + 1.1307827102663631e-17, + -6.6818978333921455e-18, + -1.02798428206033e-18, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9988447623463166, + 0.9988447623463166, + 0.9988419999999979, + 0.9988447623463166, + 0.9988439629181349, + 0.9988419999999979 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.5053763389587402, + "72": 0.5053763389587402, + "108": 0.5053763389587402, + "255": 0.46236559748649597 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/mushroom/fold_0/result.json b/UCI_N4/ortho/runs/mushroom/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..57e2ad438a21258498e95b35bd5609ae1dc8aa57 --- /dev/null +++ b/UCI_N4/ortho/runs/mushroom/fold_0/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.9941860465116279, + "test_acc": 0.9940683166291675, + "train_size": 2031, + "val_size": 1204, + "test_size": 4889, + "stats": { + "mean": [ + [ + 0.01584243131462058, + 0.019616320039388076, + -0.017441079960610038, + 1.6376169432992076e-06, + 0.03251508222550193, + -0.0356802550467818, + 0.0053510472673569415, + 0.01704437272280179, + -0.004787042589856331, + -0.006957840965042196, + -0.010824010832105619, + -0.015714124076808157, + -0.0028289399310687338, + 0.026870491383555076, + 0.022659543082221442, + -0.030434470704082447, + 0.043593827671097096, + 0.004918543082224606, + 0.02840681752831178, + -0.026348127031018555, + -0.005641193156080321 + ] + ], + "std": [ + [ + 1.035686963839167, + 1.007002340594574, + 1.0017151333988827, + 0.9999368171880522, + 0.9990636351015061, + 1.1008233629053865, + 1.0048344484644247, + 1.0068055573931955, + 1.0236440770193422, + 1.0008597796892533, + 1.0073922426397302, + 1.0167066772104598, + 1.0093964386273888, + 0.9734350559013669, + 0.9832626494901496, + 1.1103048088729688, + 1.0723209186406066, + 1.007595964551157, + 1.0120097158286505, + 1.0110411166324569, + 1.0045172770457236 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 2, + "depth": 4, + "padding": 42, + "parameters": 4625, + "cert_evals": { + "36": 0.9914093017578125, + "72": 0.987113893032074, + "108": 0.9721824526786804, + "255": 0.9093884229660034 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/mushroom/fold_1/result.json b/UCI_N4/ortho/runs/mushroom/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5890a9b556f05d5b398f05bef74a5d1cb0889575 --- /dev/null +++ b/UCI_N4/ortho/runs/mushroom/fold_1/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 37, + "best_val_acc": 0.9968102073365231, + "test_acc": 0.9925604463732176, + "train_size": 2031, + "val_size": 1254, + "test_size": 4839, + "stats": { + "mean": [ + [ + 0.021851665189558965, + 0.045494687346133454, + -0.023016031905465747, + 0.036965530280656626, + -0.008439554899067095, + -0.06050103692762893, + -0.005352279172820291, + 0.018109654357464634, + -0.010826772476611657, + -0.005964144756278134, + -0.0263845425898607, + -0.005439538158541234, + 0.010182521910388735, + 0.029856061546036587, + 0.009422661742979281, + -0.06898491088133507, + 0.012714621368784741, + -0.020496901526342964, + 0.05158484524864612, + -0.02241571344165382, + -0.02120593136385968 + ] + ], + "std": [ + [ + 1.0315248601647244, + 0.9830179985436717, + 1.0047928251090696, + 0.992895294859441, + 1.0073587113125533, + 1.1652227018641232, + 0.9949884738559476, + 1.0072236447378615, + 1.00567603413793, + 1.0007315155621166, + 1.0109205575258327, + 0.9954514465944221, + 0.9929406186187327, + 0.9751836648011396, + 0.9886323473980784, + 1.2290771873330002, + 1.039381732586694, + 1.0071967460617643, + 1.021124603051882, + 0.9975517568367002, + 0.9993739380403122 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 2, + "depth": 4, + "padding": 42, + "parameters": 4625, + "cert_evals": { + "36": 0.9884273409843445, + "72": 0.9838809370994568, + "108": 0.9718950390815735, + "255": 0.903285801410675 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/mushroom/fold_2/result.json b/UCI_N4/ortho/runs/mushroom/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..396f4bf9d873efd9600d0a869d678f883ea291e8 --- /dev/null +++ b/UCI_N4/ortho/runs/mushroom/fold_2/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 21, + "best_val_acc": 0.9929797191887676, + "test_acc": 0.9948035751403035, + "train_size": 2031, + "val_size": 1282, + "test_size": 4811, + "stats": { + "mean": [ + [ + 0.03987938453963112, + 0.04048598621368699, + 0.017724141063516025, + 0.042959675036934646, + 0.03524534219595943, + -0.01085947316593538, + 0.06020559527326806, + 0.04154585032004439, + -0.021138416248152825, + 0.00794760216642041, + -0.004058537173807962, + 0.006043802067947628, + 0.019799688330871056, + 0.03766451600196941, + 0.053620419005411035, + -0.008115798128995993, + 0.03451170260955303, + -0.036620701624815996, + 0.050364973855244716, + -0.04954926834071779, + -0.038910718808467415 + ] + ], + "std": [ + [ + 1.0340777607321368, + 0.9828467876602278, + 1.0051604242584575, + 0.9916188873116444, + 1.0038227965760236, + 1.0318178450050028, + 1.0521446789948306, + 1.0160955327893362, + 0.9979031775629262, + 0.9988302921123722, + 1.0182499365894375, + 1.001416742027472, + 0.9791335857275247, + 0.980153235814559, + 0.9653369532140004, + 1.0477780788429225, + 1.071696160550273, + 1.0158478432818197, + 1.025340873611186, + 1.0205312831654343, + 1.0033427979641445 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 2, + "depth": 4, + "padding": 42, + "parameters": 4625, + "cert_evals": { + "36": 0.9904385805130005, + "72": 0.9856578707695007, + "108": 0.9717314839363098, + "255": 0.9006443619728088 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/mushroom/fold_3/result.json b/UCI_N4/ortho/runs/mushroom/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..718b1f1308f89b96b29fbd15c8e5fb5f6e35bded --- /dev/null +++ b/UCI_N4/ortho/runs/mushroom/fold_3/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 21, + "best_val_acc": 0.9919614147909968, + "test_acc": 0.9944318416168282, + "train_size": 2031, + "val_size": 1244, + "test_size": 4849, + "stats": { + "mean": [ + [ + 0.03496272082717429, + 0.006259809945836701, + -0.04574476898079691, + 0.0529499162973972, + 0.02928835942885052, + -0.032577657311676125, + 0.02140603692762581, + 0.03515416051206783, + -0.04146721969473072, + 0.024840437715410932, + -0.005411634662730505, + 0.015714001477105683, + 0.0005653535204322815, + 0.0039044672575081134, + -0.004711640078783966, + -0.03449241260462414, + -0.005449605120628364, + -0.03908023929099026, + 0.04496253520433339, + -0.007472618414573513, + -0.011867085376661432 + ] + ], + "std": [ + [ + 1.037139112731056, + 0.9986273221456993, + 0.9988733086677153, + 0.9894071869891404, + 0.9808046824130975, + 1.092466913790217, + 1.0192143900594468, + 1.0137373624703432, + 1.0005595322422731, + 0.9962556551254128, + 1.0143973341038952, + 0.977335640989274, + 1.0045271012864667, + 0.9912055809890613, + 0.9960096703292455, + 1.1096668870025468, + 0.9979657396378034, + 1.0073781800135768, + 1.0120560325807864, + 1.0092077265578872, + 1.0030900969477494 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 2, + "depth": 4, + "padding": 42, + "parameters": 4625, + "cert_evals": { + "36": 0.9917508363723755, + "72": 0.9859764575958252, + "108": 0.9802020788192749, + "255": 0.9003918170928955 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/musk-1/fold_0/result.json b/UCI_N4/ortho/runs/musk-1/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..31814524cfadcd296de5ae1f279ec26187cf9bb6 --- /dev/null +++ b/UCI_N4/ortho/runs/musk-1/fold_0/result.json @@ -0,0 +1,362 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.868421052631579, + "test_acc": 0.8185053380782918, + "train_size": 119, + "val_size": 76, + "test_size": 281, + "stats": { + "mean": [ + [ + -0.009291536974789802, + -0.12607884680672266, + -0.04762204201680674, + -0.0761702235294117, + -0.044936774789916, + -0.014382231932773128, + -0.041894201680672254, + -0.03190622907563026, + 0.021353001680672248, + 0.10775567647058813, + 0.09010778932773111, + -0.057640225210084016, + 0.14667296336134458, + 0.10126893949579828, + 0.14001244605042018, + -0.04249502016806724, + 0.038105572268907546, + 0.002184308487394976, + -0.05224322941176468, + 0.06215304016806718, + -0.12393828857142859, + -0.02803303361344539, + -0.10647747142857145, + 0.02538642941176475, + 0.03754377647058824, + -0.00930381512605037, + -0.10533614621848736, + -0.07591091428571431, + 0.015518248319327696, + 0.03344583445378154, + -0.0436141698991596, + -0.03440255966386541, + -0.08419558653781517, + 0.059494676050420144, + 0.011928458739495816, + -0.006269523999999992, + 0.060528428571428566, + 0.03592683193277311, + 0.07123646218487396, + -0.0823780630252101, + -0.03973622907563024, + -0.09128727731092437, + 0.134798512605042, + 0.09857759663865544, + 0.08639189302521, + 0.04655348655462184, + 0.12397431176470586, + -0.0036607467226890487, + -0.045298374201680695, + 0.09763559579831942, + -0.11482796470588238, + 0.005798111764705843, + -0.04984500840336133, + 0.10562984689075626, + -0.006794973949579853, + -0.06879170025210085, + -0.05042998067226895, + -0.1381735478991597, + 0.018107122621848763, + 0.07930746134453784, + -0.035087430369747964, + -0.047216151260504276, + -0.050801200000000026, + 0.000790052100840336, + -0.03210146470588229, + -0.011450639932773149, + 0.13865514789915964, + 0.024682792941176448, + 0.04572973361344544, + -0.07111193899159665, + -0.05305032773109243, + -0.03151311848739495, + 0.13506087714285714, + 0.03930882689075631, + 0.13208768117647057, + 0.03213378487394958, + 0.036931210084033585, + 0.0542657411764706, + -0.055266365126050425, + -0.007700784890756318, + -0.06660210142857143, + -0.0472203361344537, + -0.13513644588235293, + -0.0953638899159664, + 0.0684584218487394, + -0.027715061344537825, + -0.13681975714285718, + -0.03402985277310925, + 0.0014045230252100738, + 0.0014960380672269073, + -0.013881531092436904, + -0.054739220168067156, + -0.07439434873949584, + 0.16347766033613445, + -0.027834813445378172, + 0.04105560084033615, + -0.018090553781512614, + 0.039478408403361344, + 0.01011179831932775, + -0.056224057983193236, + -0.05482081092436975, + -0.09049105663865546, + 0.1384086307563025, + 0.1158592352941177, + 0.1295010983193277, + 0.026534809327731116, + 0.030993403193277324, + 0.045596629411764705, + 0.07867409050420171, + 0.07023428403361341, + -0.010699962478991626, + -0.1297697013445378, + -0.06125888739495793, + -0.054635241344537774, + 0.07315159588235293, + 0.14113961932773117, + 0.03369915462184867, + -0.017007521008403328, + -0.03182301008403359, + -0.10475748344537812, + 0.029890118487394944, + 0.008469613445378164, + 0.0055577798319327845, + -0.015650881428571396, + 0.0048053532268907215, + 0.06544014621848733, + 0.11003610159663865, + 0.04605257647058817, + 0.14969492016806743, + -0.012363702521008463, + -0.051404617310924446, + -0.01038593529411762, + -0.07927427529411762, + -0.04159334571428572, + 0.06169648184873948, + 0.11608897882352946, + 0.038903689075630285, + 0.1461880742857143, + -0.06708651966386553, + -0.11414608924369747, + -0.1295263958823529, + -0.03233595445378152, + -0.04501458058823521, + -0.000721831932773089, + -0.004400483109243784, + -0.12390628907563028, + -0.036873544537815106, + -0.0909845665546218, + -0.10444491176470592, + -0.09871166294117649, + 0.005718816974789886, + -0.036594511848739485, + -0.04913234621848742, + -0.08743706722689078, + -0.11513121176470595, + -0.08874053697478997, + -0.05336954033613433, + 0.082962791092437, + -0.021164454621848745, + -0.0932097171428572, + 0.014436121848739485, + -0.04426032336134451, + -0.1090511277310925, + 0.1449148087394958, + 0.1817663789915966, + 0.013956836806722718 + ] + ], + "std": [ + [ + 1.0099114119845158, + 0.9348594846360825, + 0.9584972842977127, + 0.9640337720371549, + 0.2970971465206269, + 0.9902644318765941, + 0.9766608443635819, + 0.9277337303843832, + 1.0209147991357326, + 0.8462688910212999, + 0.937274236323561, + 0.9720030442747652, + 0.8629052767970179, + 1.0131630405366665, + 1.0235995127546023, + 0.9236691973697053, + 1.0455909357050364, + 1.035981564713016, + 0.99532697338212, + 0.9211771365528878, + 0.874501926986878, + 0.9704498314090642, + 0.891302047446978, + 0.9804149844573272, + 1.0041773279830728, + 1.002529298728106, + 1.0224471703080853, + 0.9244712375286949, + 0.9743559806263377, + 0.9887295244749511, + 0.9544273760411471, + 1.02985801200279, + 0.9474472095469905, + 0.9846549124544697, + 1.0482961086154436, + 1.055409389025073, + 1.0423422939087563, + 1.0253865871036294, + 1.0239668108505644, + 0.9972886803210333, + 0.9397442064430964, + 0.9896358956731565, + 0.8331728551459917, + 1.0002340413586819, + 1.026654843545489, + 0.9343094828155423, + 1.0805604708964744, + 1.016149424944211, + 0.9476470504397961, + 0.8577284376860824, + 0.920172262946738, + 1.0002820735413485, + 0.9664321885797094, + 1.019659024980453, + 1.0132206139363333, + 1.00472748039475, + 1.0024772758067237, + 0.9013838379335253, + 0.9715976585133171, + 0.9356214917883198, + 0.9726637625607683, + 1.00574462045675, + 0.9321535556262043, + 1.004591790870879, + 1.0091107376933197, + 1.0832569998991441, + 1.8163040204653527, + 0.9290261409599484, + 1.0054342451497356, + 0.9239187303729655, + 0.9412606308289463, + 0.9574057112375489, + 0.8857071278100311, + 1.0050826351619282, + 0.9471390167804283, + 1.0193559664076242, + 1.033149121132442, + 0.9758992146197891, + 0.9828293233847875, + 0.90614346312176, + 0.9387813930150655, + 0.9606369771060325, + 0.8549597722364108, + 0.9981213041653383, + 0.9677112371500205, + 0.9888508064525113, + 0.9412501606612704, + 0.9784409127120647, + 0.9536777420064435, + 1.0085901119483398, + 1.0060567404606122, + 1.05851562000323, + 0.9752413461311447, + 0.832810761621145, + 0.9562798547506608, + 0.9993771767194177, + 0.9838326504712223, + 1.0393844730608708, + 0.9854152300072946, + 0.9930779495430294, + 0.9453202880876939, + 1.0360449396357243, + 0.9713513980461649, + 0.9992332279693708, + 1.030407313898056, + 1.0076912122214956, + 1.0744880656744056, + 1.0277037793008523, + 0.9982104529316067, + 1.0186593720796726, + 0.9108463414168625, + 0.8553233102911179, + 0.9405777768078974, + 0.9494600014203208, + 0.9952734588081359, + 0.9638326137771844, + 0.9939522113357686, + 0.9987681660336664, + 1.0036155891840373, + 1.0182452713672059, + 0.9910446446968689, + 1.0210928396177827, + 1.014427730685323, + 1.0086920592279505, + 1.0093171765266578, + 0.9594492714523327, + 0.9056353320538072, + 0.9878559376915045, + 0.865650141810967, + 1.0394374951234533, + 0.9719119864007881, + 0.9799530665659871, + 0.9588363638135182, + 0.9822725442114135, + 0.9853299809008946, + 0.9191461281202059, + 1.0618195424162966, + 0.9695623887099393, + 0.9472161121894884, + 0.9054444134708255, + 0.8581249512539794, + 0.9983938325913907, + 0.9776524170683517, + 1.0043567453308122, + 1.0368357351214297, + 0.7773405936733125, + 0.9853354382623081, + 0.9079498191834765, + 0.9125689627310116, + 1.007586247217154, + 1.0299208957325752, + 0.9872806671843242, + 0.9852145677771802, + 0.961619761600875, + 1.0605262646288578, + 0.980777477262741, + 0.8407792662129906, + 0.9672088420960975, + 0.993154330767692, + 0.9994330628955878, + 0.9756248219133866, + 1.0207484353264802, + 0.8458747953216613, + 1.047455330809163, + 0.8596011234926225, + 0.9804108130279062 + ] + ] + }, + "width": 512, + "in_features": 166, + "out_features": 2, + "depth": 4, + "padding": 332, + "parameters": 277225, + "cert_evals": { + "36": 0.8007117509841919, + "72": 0.77224200963974, + "108": 0.7473309636116028, + "255": 0.5409252643585205 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/musk-1/fold_1/result.json b/UCI_N4/ortho/runs/musk-1/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a7b65964862c3fd72cc776ad8358d39c4c2fe1f8 --- /dev/null +++ b/UCI_N4/ortho/runs/musk-1/fold_1/result.json @@ -0,0 +1,362 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.7804878048780488, + "test_acc": 0.8109090909090909, + "train_size": 119, + "val_size": 82, + "test_size": 275, + "stats": { + "mean": [ + [ + 0.024158311764705866, + 0.06841572537815128, + 0.07787132436974789, + 0.05814358991596639, + -0.0888491647058824, + 0.03483687310924371, + -0.08321678991596636, + 0.0172144136134454, + -0.07243344537815127, + 0.008146065798319318, + -0.016513243697478995, + -0.05358841159663873, + -0.11541696184873952, + -0.030794808823529415, + -0.023826682857142848, + 0.22576291260504208, + -0.07960640428571429, + 0.17796446697478982, + -0.10515495630252099, + -0.1766215479831932, + -0.021160134789915977, + -0.09120216806722693, + -0.08078450756302523, + 0.036557993277310914, + 0.07266807731092434, + -0.07452452100840339, + -0.09814859546218489, + 0.003981514285714288, + 0.06022833823529412, + 0.03180818907563029, + 0.12598115882352945, + -0.019460692436974722, + 0.005478542042016823, + 0.03584051008403359, + 0.02924001680672268, + 0.08767364537815124, + 0.028594260504201666, + -0.07716408655462187, + 0.056073705882352984, + -0.05639972268907562, + 0.0835798580672269, + 0.025938724369747895, + -0.10687808823529413, + -0.07300582436974785, + -0.056062168571428615, + 0.07744706722689071, + -0.11377087142857145, + 0.048533752268907604, + -0.08137850462184877, + -0.058378573949579855, + -0.028422560504201697, + -0.0789361680672269, + -0.08572274453781516, + 0.03500715462184874, + 0.09914903445378148, + -0.01241268218487394, + -0.09931365378151263, + -0.012532198319327783, + 0.059187288168067245, + 0.08141363613445372, + 0.08123671047058818, + 0.02099984705882357, + -0.061353805882352924, + 0.05045417815126048, + 0.003424229411764733, + 0.03549537599999996, + 0.10939142605042013, + 0.024103800252100897, + 0.09995052563025215, + 0.04793713714285712, + 0.08099445378151263, + 0.04342324285714288, + -0.04197519075630255, + -0.006363128907563019, + -0.04760110218487393, + 0.18736039663865556, + -0.06648005882352942, + 0.04628493109243699, + -0.08752957159663863, + -0.10092213726050421, + -0.04371235016806719, + -0.08629289915966386, + -0.061165748991596644, + 0.06382008823529413, + 0.08361947142857139, + -0.08537609243697473, + 0.011821439495798298, + 0.059812282521008404, + 0.07737757478991594, + 0.048898662184873966, + 0.05884979831932784, + 0.032120366386554605, + 0.049671467226890774, + 0.06206085193277312, + -0.06417456806722689, + 0.09108409243697482, + 0.013927862352941179, + -0.0819115100840336, + 0.06585645378151259, + -0.080924987394958, + 0.08453104543697479, + 0.03520098739495797, + -0.033171742605042, + -0.07644083142857143, + -0.07423916470588235, + 0.19354969352941173, + 0.07750047327731097, + 0.04090831848739493, + -0.009056908571428546, + -0.08928623369747901, + -0.1007881585714285, + -0.06398705378151263, + -0.08433044033613445, + -0.08870030352941174, + 0.009959691008403333, + -0.09990773865546218, + 0.05553736134453778, + -0.06597402521008403, + -0.09688954873949583, + -0.07634268067226894, + 0.04976200672268908, + 0.09565500000000006, + 0.04676366134453782, + 0.039169940336134454, + 0.01394140588235296, + 0.09173843613445375, + 0.04849337193277301, + 0.02735341008403359, + 0.0022560852100840245, + 0.017306670588235304, + -0.07432240336134455, + 0.018145999999999957, + 0.07377648403361345, + 0.03658892100840334, + 0.09466570336134442, + -0.01156839252100844, + -0.08601561932773116, + -0.023251629747899148, + -0.07814215966386556, + -0.05655879957983193, + -0.07487231655462186, + -0.05101524907563022, + -0.07532593025210085, + -0.08363757142857142, + 0.04670676983193278, + 0.01303225319327727, + 0.1082119579831933, + 0.058739847226890775, + 0.04739272436974786, + -0.08494485210084034, + -0.007814653361344537, + 0.03440219747899159, + 0.03682794453781517, + 0.019789025210084014, + -0.020285273949579827, + 0.01840798831932768, + 0.09117156386554631, + 0.09178180537815128, + 0.028927057983193283, + 0.039525619159663856, + 0.03801534126050421, + 0.05517624386554618, + 0.027384261176470626, + -0.06334286823529411, + -0.002208981512605072, + 0.04186990235294113 + ] + ], + "std": [ + [ + 0.9547059509648184, + 0.9457416976985498, + 0.9671967001393593, + 1.0340808405040773, + 0.29867998736393586, + 0.9719739664896527, + 1.0223829819294672, + 0.9920370365260445, + 0.9938178926570024, + 1.0674678703036786, + 1.0536235501005935, + 0.9759681128010698, + 1.1933806341652835, + 1.0462009952757907, + 1.0396377705165756, + 1.2364398130013148, + 1.0297123743799923, + 1.0513930980262587, + 0.9790963258765985, + 1.0632151511993007, + 0.8881037178933221, + 0.997644465555213, + 0.9146456782945884, + 0.9986846418706715, + 1.028389228812699, + 1.0052304374745582, + 1.0570364058143467, + 1.1112265087401707, + 1.0072333277340315, + 0.9792224727759794, + 1.140107641685767, + 1.0319855071635557, + 1.012909596546793, + 1.0478738212633798, + 1.0393769664926573, + 1.040313487043468, + 1.0004874772542869, + 1.0065552249215965, + 0.9959877333213383, + 1.0314341517051941, + 0.9609827644603898, + 0.9407821598946572, + 1.1423539444973092, + 1.040681629733202, + 1.035405523493998, + 1.0348642291431813, + 0.9384238030240764, + 1.007329148159345, + 0.96532151079532, + 1.080102411960722, + 0.9189706961196683, + 0.9890328023534652, + 0.9970449665503818, + 1.0032947034394086, + 1.0232492622926868, + 0.9044539334562162, + 1.0428486576399463, + 0.9869742154628898, + 0.9627579193146311, + 1.0375988820208812, + 1.0442635152617854, + 0.9921480147512401, + 1.0172361211613725, + 0.9856162070884749, + 1.0071085351580469, + 1.004680228407639, + 1.0918099971010347, + 0.859818967469955, + 0.951570742602994, + 0.8998130747416146, + 0.9682740422741012, + 0.9513593820658351, + 1.0918457242129123, + 1.0306512739007234, + 1.1233409715843774, + 1.319054880300292, + 1.0190368042078375, + 1.0726089749646683, + 0.9780586022786055, + 1.0237281910570661, + 0.9302196391823201, + 1.0150095369233572, + 0.8567595112619277, + 1.0253125704582768, + 1.0329663588386147, + 1.0150497595004389, + 0.9645261987539875, + 0.9987452828678794, + 0.9996111734287946, + 0.9939296531881606, + 1.0641892502012626, + 1.0238265092687246, + 1.0399511925040086, + 1.0927394981630942, + 0.947573210798269, + 1.0191620496299643, + 0.9777226300254053, + 1.0076015412678785, + 0.9989352692153354, + 1.0456873119376142, + 0.9570466525951427, + 0.9629678052479418, + 1.0756215730851235, + 1.0393724244555782, + 1.0305172746367526, + 1.0836356914908913, + 1.0236898037082116, + 1.030964269392618, + 1.054840275031591, + 1.0178620591147387, + 1.006995468728297, + 0.8734971943634845, + 0.942877766385353, + 0.971630330747536, + 1.0292634993717256, + 1.116414229811486, + 1.0266501952515827, + 1.0364187186039386, + 1.0294974903053178, + 1.069916118390874, + 0.9920027928850452, + 1.0092646258306635, + 0.9981544780299838, + 0.9515782433268465, + 1.0464699288665589, + 1.0272730625017454, + 1.0548039781673533, + 0.983479378572509, + 1.135184518802563, + 1.0353433069590894, + 1.0020848418547366, + 1.0073768884693561, + 0.9727461694029419, + 0.9973821577284503, + 1.0529917786648204, + 0.8823455010261391, + 1.0295445080258667, + 0.906856533293073, + 0.9621107954508806, + 0.8425968192386732, + 0.8559038698220399, + 1.016468338504835, + 1.037043233806624, + 1.0173006551929522, + 1.0578471179473388, + 1.0163426747138629, + 1.1986785031894742, + 0.9143980309098125, + 0.9344978248549644, + 1.0421032838564122, + 0.9875543674864906, + 1.0306666337849881, + 1.0407485217723018, + 0.9295624550306794, + 1.0304280230394511, + 0.9628856470269781, + 1.122180757252087, + 1.1061285175248974, + 1.0018242894154332, + 0.9161538026866665, + 1.0210998734495285, + 0.9425158583796771, + 1.017252092911681, + 1.1339821301332038, + 0.9482657315372943, + 1.0539881791338177 + ] + ] + }, + "width": 512, + "in_features": 166, + "out_features": 2, + "depth": 4, + "padding": 332, + "parameters": 277225, + "cert_evals": { + "36": 0.7709090709686279, + "72": 0.7454545497894287, + "108": 0.7127272486686707, + "255": 0.585454523563385 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/musk-1/fold_2/result.json b/UCI_N4/ortho/runs/musk-1/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..822e96f1848c44d759f701391c8ab2d61e2a949d --- /dev/null +++ b/UCI_N4/ortho/runs/musk-1/fold_2/result.json @@ -0,0 +1,362 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.921875, + "test_acc": 0.89419795221843, + "train_size": 119, + "val_size": 64, + "test_size": 293, + "stats": { + "mean": [ + [ + 0.06318337899159665, + -0.01750837369747895, + 0.02927752857142856, + -0.008290130252100843, + 0.015662287394957966, + 0.02086558571428569, + -0.13928621848739492, + -0.07404167731092438, + -0.19213065546218494, + 0.1664315235294117, + -0.12294668319327731, + -0.1817351731092437, + 0.010112128235294188, + -0.10692336386554628, + -0.08861290806722695, + -0.06722896890756305, + -0.16965138907563024, + -0.08699059201680673, + -0.09990497731092438, + 0.025839068067226904, + -0.15816130924369745, + -0.17952358823529418, + -0.12498328067226894, + 0.15700955630252103, + 0.2047434554621848, + -0.12583588235294113, + -0.159380296302521, + -0.1583042731092438, + -0.017471884033613477, + 0.17150142016806721, + -0.013367896789915854, + 0.09515493319327734, + -0.1043621142773109, + 0.14587384495798317, + -0.12920535638655464, + 0.08664596507563023, + -0.11529433613445382, + -0.11128723529411766, + 0.1026118739495799, + -0.1288278638655462, + 0.03162067176470591, + 0.10926809579831938, + 0.10145011742857142, + -0.10089418487394954, + -0.16934925134453793, + -0.10035777899159666, + -0.0022220840336134593, + -0.14973477075630254, + -0.09981443655462183, + 0.13018069327731097, + -0.16896669495798325, + -0.19508748739495796, + -0.15524649243697483, + -0.11831341932773114, + 0.22480805714285726, + -0.04188063773109245, + -0.14299176722689078, + -0.09312031680672267, + -0.03409673368067225, + 0.21123602268907565, + -0.0823785142352941, + 0.09407231092436971, + -0.06044896050420165, + 0.12690943361344537, + -0.15432811176470584, + 0.11373846321008402, + -0.09197245798319335, + -0.036408632521008365, + 0.02736904537815129, + -0.07516609663865546, + 0.02726841428571433, + 0.11449725126050421, + -0.08324179865546223, + -0.1859713232773108, + -0.029114210756302543, + -0.04372340672268908, + -0.1676014957983193, + -0.09481104907563025, + -0.14518526134453774, + -0.14023717031932764, + -0.17883970840336139, + -0.15227219327731092, + -0.12688221596638652, + 0.17267242857142853, + 0.21734268907562995, + -0.13427643697478986, + -0.10342343025210089, + -0.08278381840336131, + 0.039320595126050406, + 0.12871404033613446, + 0.01710760588235305, + 0.1303802900840336, + -0.1259390416806723, + -0.02462903075630251, + -0.011597495798319335, + -0.02996593277310922, + -0.11406075697479011, + -0.15991802436974792, + 0.08011680672268909, + -0.13947732605042013, + 0.03274552773109243, + 0.12533725361344533, + -0.110098517394958, + -0.12202160000000008, + -0.11250578067226888, + -0.029730635546218537, + -0.06243363445378147, + -0.11122854033613447, + 0.0018548309243698465, + -0.16121145042016807, + -0.11309920420168079, + -0.1428132453781513, + -0.16323598739495804, + -0.1605866899159664, + 0.2219443926890757, + 0.08728584873949588, + 0.18907824873949586, + -0.14974748739495788, + -0.15023559243697474, + -0.18183265630252093, + 0.18517070504201683, + 0.16599662184873953, + 0.14711887731092438, + -0.05699850756302512, + 0.04790072465546219, + -0.009070256302521026, + 0.17716400000000004, + 0.16732338571428573, + 0.08124960588235282, + -0.14709592941176478, + 0.0369225247058823, + -0.017422470588235324, + -0.1504932868067227, + -0.19206401436974793, + -0.11275016705882353, + 0.00605314857142857, + -0.1441573467226891, + 0.07815059025210083, + -0.13342117983193286, + -0.0817532226890756, + -0.09976520789915962, + -0.10781365663865544, + -0.14120095630252097, + -0.14986163865546215, + 0.20239748411764702, + -0.07042730252100846, + -0.02724144705882351, + -0.08136119201680665, + -0.08620197731092435, + -0.144991794117647, + -0.11356651411764705, + -0.13158160840336128, + -0.10353579159663868, + 0.15731504201680674, + 0.12369566218487399, + 0.14793098151260503, + -0.10683907815126047, + 0.04158667731092437, + 0.08902219327731095, + 0.11460572504201683, + 0.06525115428571429, + 0.08792362386554624, + 0.06720011109243695, + 0.11343997344537818, + -0.046682014285714286, + 0.08234472924369746 + ] + ], + "std": [ + [ + 0.9926193696304842, + 0.982041564897434, + 0.9788587860924499, + 1.0481325530599315, + 1.1497163338460719, + 0.9036763603503252, + 1.0073501012902193, + 1.0681136353666913, + 0.957911230073424, + 1.0517887344491312, + 1.037533414748361, + 1.0316333625809162, + 0.988344377792284, + 1.0327635738369823, + 1.0645913439075099, + 0.8772045443763791, + 1.0038093734493303, + 1.078088978405565, + 1.016038289193935, + 1.1038191425269852, + 1.0415694714449408, + 0.9494193094640091, + 0.9951683699303016, + 1.0484760713821966, + 1.0292290388549856, + 1.0046238226745023, + 1.0231894041917298, + 0.8722526507660389, + 0.9637053912866876, + 1.0443111125853262, + 0.9779088621252243, + 1.0200265098256789, + 1.04982753768682, + 1.0411057141110271, + 0.9917883582877046, + 1.0640907950667935, + 0.9109416890609948, + 1.014778603352571, + 1.012407645947388, + 1.0130519839966745, + 0.9833348170290883, + 1.0054412900355405, + 1.002550053092507, + 1.040884298794981, + 1.0022037130564367, + 1.0045856731019926, + 1.0338791557822133, + 1.0330533263056556, + 1.0342555211980782, + 1.0856777292343813, + 1.0480432440305076, + 0.9406979132818648, + 0.9525414189459014, + 1.0458734546424882, + 1.0040929970983012, + 1.0908338035551266, + 1.0204411854890103, + 0.9393304179799824, + 0.8845216239422083, + 1.0634312588079848, + 0.9761643177227193, + 0.9998814706721766, + 1.0943099390691056, + 1.0203591751451435, + 1.0002264397589242, + 1.0452620025255572, + 0.21243774403030324, + 0.9825487629977677, + 0.9989470256653102, + 0.9776195550802724, + 0.9881921942536106, + 0.9692812223632913, + 1.0114103879358118, + 1.0176471463203618, + 1.0985968046879107, + 0.9011071747489188, + 0.9852820686558261, + 1.0409724045164395, + 1.0226853862781786, + 1.0523503465387045, + 0.9984890729247287, + 0.9865085860689214, + 1.0253383015650288, + 0.9842190050210698, + 1.0482657857074558, + 1.0036930615027435, + 1.0023674926749344, + 0.9730180833171876, + 1.0498568728572968, + 1.013227026732738, + 1.0681306059244247, + 1.0419005594011688, + 1.0023012201703372, + 1.0090606387751904, + 1.0008208481733105, + 1.0237634624186749, + 0.9344050493529626, + 0.9799269064690889, + 0.9917577807573584, + 1.0154669742852132, + 0.9626828180326641, + 0.9488893200381362, + 1.0680204623811373, + 1.0577745418633626, + 1.0312684087947, + 1.034145517451026, + 0.9555340495289785, + 1.038495245556023, + 1.124990782413921, + 0.9969234745383295, + 1.0341464668845146, + 1.0190464402227772, + 0.9844502112008426, + 0.9638979266497083, + 1.0560016403249661, + 1.0338565548525813, + 1.0195784734669, + 1.0452959798033794, + 1.0300936651868722, + 1.0079193145701346, + 1.0358505453672258, + 0.9983519055294932, + 0.9782721184706487, + 1.017214512787047, + 1.0461193963805977, + 1.0786507849769222, + 1.0600256230229115, + 1.0549246896740905, + 1.0202597947720748, + 1.0047933682967538, + 1.046133607275955, + 0.9767724487049283, + 1.065119568533619, + 1.0493844633618457, + 1.0486183588403433, + 1.0360634805883144, + 1.0211356178592574, + 1.116516917576279, + 0.9684635542928414, + 1.0485198907974274, + 1.0097174728071363, + 1.0200358029187542, + 1.0093169179506543, + 0.9954927763696803, + 1.9163314627641592, + 0.7748234776717885, + 0.8330323640536798, + 0.9972784153379518, + 1.014123873707783, + 1.0176782914003792, + 0.9696823644591901, + 1.0083943170146934, + 1.016776019144507, + 0.9587407406311098, + 0.9964839901207664, + 0.9516493424090011, + 0.7372865758169305, + 0.9783224584281585, + 0.9967116551381188, + 1.0058189487431421, + 0.9864991950017903, + 0.9736185085647364, + 0.9649805689555828, + 0.7965445354430392, + 1.012032729083389, + 1.009115061348346 + ] + ] + }, + "width": 512, + "in_features": 166, + "out_features": 2, + "depth": 4, + "padding": 332, + "parameters": 277225, + "cert_evals": { + "36": 0.873720109462738, + "72": 0.8430033922195435, + "108": 0.7986347675323486, + "255": 0.5426620841026306 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/musk-1/fold_3/result.json b/UCI_N4/ortho/runs/musk-1/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..79641f9f8ebeb54fe2837f0edcc282371ca5156a --- /dev/null +++ b/UCI_N4/ortho/runs/musk-1/fold_3/result.json @@ -0,0 +1,362 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.8055555555555556, + "test_acc": 0.8175438596491228, + "train_size": 119, + "val_size": 72, + "test_size": 285, + "stats": { + "mean": [ + [ + 0.08827094453781521, + 0.052429700924369736, + -0.00036463781512605076, + -0.12936181092436974, + 0.24400667394957987, + 0.06789304621848738, + -0.14386008655462185, + -0.16341241647058824, + -0.09119049579831934, + 0.08688295487394951, + -0.010142181512605056, + -0.07992688621848743, + 0.07515934235294126, + -0.043617603697479, + -0.0595251351260505, + -0.00513104201680665, + -0.10509469159663867, + -0.12206933151260506, + -0.10814025714285717, + -0.12779779672268907, + -0.10893169613445379, + -0.08832163865546222, + -0.0816827924369748, + 0.09850233697478993, + 0.05851083949579831, + -0.1641787092436975, + -0.16092729126050428, + -0.1280319789915966, + -0.08851597478991598, + 0.07951196302521006, + 0.08349220993277319, + 0.005591952100840379, + 0.03787954203361344, + 0.10143728361344516, + -0.10608766731092427, + 0.14584866675630268, + 0.012883600840336178, + -0.16592546050420165, + 0.09759672268907567, + -0.19044940252100842, + 0.033699108991596664, + 0.11165795798319325, + 0.09412673485714296, + -0.05305871764705887, + -0.05172935680672275, + 0.012541703843697427, + -0.01198715798319332, + -0.18350753075630258, + -0.11316068361344542, + 0.01317001420168068, + -0.09100677478991598, + -0.07560952100840335, + -0.08295605882352938, + -0.11658848504201687, + -0.0018185008403361622, + -0.2458672547058823, + -0.1656989243697479, + -0.07704509663865547, + 0.036561694117647064, + 0.09020285378151255, + -0.03517201448739494, + 0.05582876890756301, + 0.009798390756302568, + 0.09632748058823527, + -0.07761458739495794, + 0.11183031848739493, + -0.036579986554621885, + -0.1263089718487395, + 0.11839747605042025, + -0.12111019226890757, + 0.02024199159663867, + 0.11024838487394956, + 0.04454762537815129, + -0.04300331764705883, + -0.03712093210084034, + 0.015276773109243746, + -0.10326505882352946, + -0.07333125647058819, + -0.08882397941176472, + -0.12382232100840335, + -0.08881872605042021, + -0.12030378151260503, + -0.09926218848739496, + -0.10734386974789903, + 0.06343325798319317, + -0.13570989327731095, + -0.04595993361344538, + -0.2624038873109244, + -0.16767311747899152, + 0.09202781512605042, + 0.08289800840336134, + 0.09075038487394953, + -0.06000971176470589, + 0.14886200151260504, + -0.07113343193277308, + 0.10141161344537818, + 0.010751606722689067, + -0.10513173865546219, + 0.04550339495798316, + -0.17243847226890754, + 0.046450748739495784, + 0.152537722184874, + -0.04370105689075634, + -0.0473904394957983, + -0.05494940756302522, + -0.07405113613445377, + -0.03986815983193283, + -0.20286767310924372, + -0.06405264798319323, + -0.0780125884033613, + -0.13415427676470587, + -0.08062178285714292, + -0.06563321680672268, + -0.062234380672268885, + 0.019833384033613455, + -0.030907690756302526, + 0.05372328235294116, + -0.1764853655462185, + -0.15975390168067233, + -0.13166282773109242, + 0.07275436470588237, + 0.05660831008403364, + 0.08542897647058818, + 0.12639466974789917, + 0.007908259394958005, + 0.10586099915966378, + 0.11454698386554625, + 0.09212199915966388, + 0.14067056840336137, + -0.0895770168067228, + -0.08912285042016815, + -0.05617147647058823, + -0.14716913361344536, + -0.079183261092437, + -0.05918893747899158, + -0.07452321445378149, + -0.15886370840336134, + 0.01905404537815125, + -0.10519994621848744, + -0.17713219344537812, + -0.11923718403361346, + -0.18296511042016797, + -0.16212627722689074, + -0.13948604201680673, + 0.10796782184873933, + 0.042607534453781536, + -0.20062171932773104, + -0.07986152588235298, + -0.048355900000000014, + -0.1863898361344538, + -0.0708105474789915, + -0.10174562865546222, + -0.09230160840336135, + 0.1088111268907563, + 0.036985360504201724, + 0.0905234268907563, + -0.0005666193277310296, + 0.13550344991596625, + 0.07032440672268905, + 0.12498390974789911, + 0.11443038134453778, + 0.17218037596638658, + 0.12188053815126057, + -0.04917931680672268, + -0.10940718739495801, + 0.018918798487394944 + ] + ], + "std": [ + [ + 1.2133217476808096, + 0.9652578226642976, + 0.9562814291999604, + 0.9966056010399577, + 1.8946268220275222, + 0.9886790713878757, + 1.0097226863252031, + 1.0867582795960857, + 1.0417589224997932, + 1.050242189139985, + 1.0667010091805855, + 1.0548795344041055, + 1.1190749488928982, + 1.0572465763203538, + 1.0230162584277593, + 1.0209072269541954, + 1.0668654357533103, + 1.0443336788426352, + 0.990874576128837, + 1.120212168053591, + 1.059400368391213, + 1.0526573622956357, + 1.1038394597149008, + 1.0008841743240904, + 0.9680575174660357, + 1.0707994377159522, + 1.1140756914259644, + 0.950461759055246, + 0.9718974872556142, + 0.9735586441221257, + 1.1567408121073435, + 1.0232943304431714, + 0.9691590839674367, + 1.0073028282577203, + 0.9940009027248206, + 1.1435157497277848, + 0.9996235910991119, + 1.0269563434750735, + 1.008201967276556, + 1.0550683905227118, + 0.9586071450202497, + 0.9837557247029177, + 1.0965052578037058, + 1.0450206753864866, + 1.0490515247311962, + 1.0695381870608307, + 1.038128056317601, + 1.0253465437388283, + 1.0120829704198246, + 1.0886821528839274, + 1.044134767295889, + 1.057010495053697, + 1.099547175101147, + 1.0777320456504151, + 0.9823934587662047, + 1.1421985287771175, + 1.0422574316080255, + 0.9551778546027428, + 0.956249353115088, + 0.9834601472281421, + 1.029947583292353, + 0.9913988001063331, + 1.0982033505572715, + 0.9681930495112483, + 1.0408755740827247, + 1.2253039493523459, + 0.567158136783271, + 0.9085815833042423, + 1.0299220239151927, + 0.9456963821833498, + 0.9732983818929857, + 1.0442991792113836, + 1.04539232954153, + 1.0732878711261946, + 1.1008086762685154, + 1.0285808932813831, + 1.0337505005392162, + 1.0564580683518567, + 1.009641905396013, + 1.0305981372553041, + 1.0664271922774013, + 1.0216625020139711, + 1.0388018156059555, + 0.9586012537860019, + 0.9557594962481459, + 1.0302377619239333, + 0.9961613435881551, + 0.9016777854545155, + 0.9406896531612865, + 0.9812838480496827, + 1.0699842326852145, + 1.0186354962550983, + 1.035027201513659, + 1.0841073584834067, + 1.0303881720252803, + 1.0570748314290839, + 1.02985434388838, + 1.0364309671151335, + 1.0005332938619562, + 1.025577023774322, + 0.9464780143821591, + 1.0208419763094765, + 1.0617116423350834, + 1.0293973942652435, + 1.0261666434965675, + 0.9851421752157683, + 0.9857629751068895, + 1.0385946163975952, + 1.0559440697914113, + 1.016524220581366, + 1.0027196694275118, + 1.0834757121421426, + 1.0779633843014398, + 1.0946447748718007, + 0.9723982390487668, + 1.2023645479315772, + 0.9602099447193709, + 1.0179074417662215, + 1.0352139390132336, + 1.0786183250373933, + 0.9804549368975595, + 0.9682741396185083, + 0.9768312285612, + 0.964630802629325, + 1.0207703099984005, + 1.0415806373869094, + 1.0550470699342684, + 0.9675481149164916, + 1.1420215446420958, + 1.0174455574052221, + 1.083572189658775, + 0.9761057784836439, + 1.0143463201882303, + 1.0941768766737126, + 1.0832459833284696, + 0.9500313582926581, + 1.065039580804888, + 1.0125276884653949, + 1.1411154537895276, + 1.1272755315245084, + 1.050528247361956, + 1.028501993348714, + 1.006157366499387, + 1.012150424187772, + 1.6375220163439004, + 1.093707575936411, + 0.6658659113952596, + 0.988960241303364, + 1.0068392081134723, + 1.09304691782344, + 0.9750885920735577, + 1.0310739633166615, + 1.0173047096798833, + 0.9764442487893782, + 1.0396515626155156, + 0.9538418857070222, + 0.9651813087072169, + 1.0912789245984904, + 0.9909731053384292, + 0.9928942678288627, + 1.0260651993226064, + 1.0689401877661775, + 1.1776513152500432, + 1.2958224260799447, + 1.1488774292810453, + 1.0222715473882593 + ] + ] + }, + "width": 512, + "in_features": 166, + "out_features": 2, + "depth": 4, + "padding": 332, + "parameters": 277225, + "cert_evals": { + "36": 0.7929824590682983, + "72": 0.7719298601150513, + "108": 0.7438596487045288, + "255": 0.5368421077728271 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/musk-2/fold_0/result.json b/UCI_N4/ortho/runs/musk-2/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bff18d020ead60f869005be5d5a5c22d496b57d4 --- /dev/null +++ b/UCI_N4/ortho/runs/musk-2/fold_0/result.json @@ -0,0 +1,362 @@ +{ + "best_epoch": 51, + "best_val_acc": 0.9705573080967402, + "test_acc": 0.9637318659329664, + "train_size": 1649, + "val_size": 951, + "test_size": 3998, + "stats": { + "mean": [ + [ + 0.012168368132202085, + 0.02341837027895701, + 0.020700292359005428, + -0.02209387503335347, + -0.0020560481746509213, + 0.07922314560339604, + -0.027858995163129237, + 0.00514897956337172, + -0.025443598241358795, + -0.012925350424499825, + -0.009110814602789298, + -0.017373151864160538, + -0.040321679138872364, + 0.007127460606428197, + -0.012625362098240398, + -0.02746496821710099, + -0.023977028114008505, + -0.0128747651546395, + -0.006377627871436776, + -0.011840867556093787, + -0.035358124244997124, + -0.02599307175864223, + -0.018361714281382703, + 0.011001715591267355, + 0.027934514554275192, + -0.011575247507581028, + -0.007172763747725843, + 0.0027959981928443083, + 0.042997548386901153, + 0.023930509799878933, + -0.01096750604002399, + 0.010412050727713567, + -0.006464042322619719, + 0.029377336149787842, + -0.02244467216494814, + 0.0317711095209218, + 0.03187295605821503, + -0.0026378569678593704, + 0.020977830206185225, + -0.0036226940509401454, + 0.021893817113401794, + -0.0009828729290479623, + -0.029076973559733193, + 0.0033704940994537243, + 0.004985980127349881, + -0.010993449878715093, + -0.012518613050333069, + -0.027202663074590454, + -0.0010676262219536442, + -0.01585898565524571, + -0.03181626658580958, + -0.02924936503335347, + -0.02763026403881141, + 0.008494404038809971, + 0.04722333969678628, + 0.0229503257368101, + -0.018894740873256474, + 0.01871618680412386, + 0.06477876221952691, + 0.008558880157671074, + -0.031547880798059424, + 0.008203403517283188, + -0.000289734602789409, + 0.03673335621588857, + 0.013091789630078789, + 0.02911800007883555, + 0.01277751763492998, + 0.008987795275924537, + 0.008712649326864512, + 0.01420030491813175, + 0.025488006731351723, + 0.021362418544572378, + -0.015943126046088506, + -0.0005885549181321762, + -0.03791631068526347, + -0.015693888781078937, + -0.023804016494845228, + 0.004294386876894847, + -0.01157729425712512, + -0.01509732865979494, + -0.031328824038811424, + -0.025596520897513814, + -0.03243116698605216, + -0.02051309634930244, + 0.012494524863553975, + -0.025342257265009032, + 0.014463499423893529, + 0.03412406198301991, + 0.0033505793298965916, + 0.042880541425106077, + 0.007444614442691303, + 0.019256483653728926, + -0.015653737174045033, + 0.0006856575657974568, + 0.02221309022437888, + 0.018454490527591967, + 0.05848207186500957, + -0.019929462886597988, + 0.01588340198908411, + -0.016667239181321875, + 0.018337170509399668, + 0.005482837640995143, + -0.02818863503335347, + -0.010530225324440038, + 0.000394534081261926, + 0.0006825949909036677, + -0.004826858508186781, + -0.020504588665858026, + -0.02142568289266422, + -0.0011396426318975351, + -0.01590721860521369, + -0.030444407580351825, + -0.031948866100667064, + -0.030496640163735603, + 0.012254034827167781, + 0.012930004990903523, + 0.02322402771376609, + -0.008586242510612324, + -0.0197745485567008, + -0.007942196488781021, + 0.025542949909036442, + 0.05293685342025502, + 0.05262248675560933, + -0.029827094505761254, + 0.010104120921770921, + 0.0022028918981197103, + 0.0016149754275316386, + 0.023351566525166744, + -0.002819539854457228, + -0.002041346402668358, + 0.01823543717404487, + 0.013049118435415728, + -0.030092134930260864, + -0.014618941146149471, + 0.005299833020012497, + 0.015546710539720895, + -0.00942926343238306, + 0.015492048283808455, + -0.011970772437841034, + 0.009756993417829036, + -0.019888988114008455, + -0.0011420646452394534, + -0.015025678132201254, + -0.013745059496664378, + 0.015459569375378677, + -0.010210574627045487, + 0.021245265463917546, + 0.022011781334142992, + 0.02073261820497242, + -0.005542739993935386, + -0.019565093746513107, + 0.00036582510612481067, + -0.0189964784718008, + 0.019598904063068558, + -0.00026563279563400293, + 0.01771834469981801, + 0.01626723617465116, + 0.01942332519102481, + 0.031801142498483904, + 0.018783376682838318, + -0.004773656567616662, + -0.00011846311400895201, + 0.01336986795633728, + -0.03590764133414193, + -0.03136190026682869, + 0.019380970218314118 + ] + ], + "std": [ + [ + 1.0328022523113283, + 1.0034675961418653, + 1.004502178141599, + 0.9908819725941522, + 0.9900285779624574, + 0.9922869983839483, + 0.9940251383226943, + 1.0023957894105795, + 1.0001232563862132, + 0.9694534261265297, + 0.9909609551728282, + 1.0245658684959877, + 0.9889385630503745, + 1.02018833549602, + 1.0099637621111557, + 0.9533954360905958, + 0.9939413086518578, + 0.9495206701070115, + 1.0240125891607361, + 1.0103444615034631, + 0.9946476273612365, + 0.991342725906765, + 0.9858149199320863, + 1.0014711063260942, + 1.004472195320524, + 0.9889795116240089, + 1.000004391730708, + 1.0058601968014709, + 1.0343528189495148, + 0.9919047582182774, + 0.9696485736175491, + 0.9924140896524998, + 1.0155430689993945, + 0.9932553050087483, + 0.9699258360928635, + 1.0042970460912612, + 1.0197195605157803, + 1.001155677587926, + 1.0168152275345068, + 0.9990466599977574, + 1.0098411842715662, + 0.9846055078437203, + 0.9754412310974523, + 1.0070038006714206, + 1.0276809963147806, + 0.9906853395114988, + 0.9868894780685001, + 0.9900119186756405, + 1.0256770060540596, + 0.9757901727181725, + 1.00918520579672, + 0.9930883762442995, + 0.9893732161976826, + 1.0067582306865286, + 0.9812661122355284, + 0.9974102126361273, + 0.9972736641033295, + 1.0121917462070245, + 1.0227697257558075, + 0.9856449287075832, + 0.9902863042093888, + 0.9959939826856674, + 1.0367568153718374, + 0.9863881182581064, + 1.0128392086861082, + 1.0221798349905806, + 1.0363645719704848, + 0.9908253070164581, + 1.0128010969900354, + 0.988603956830815, + 1.0081799316492677, + 1.0108771107458496, + 0.9832967493585726, + 1.029163070750164, + 0.9916679017275597, + 0.962685533931823, + 1.0027583300444822, + 1.0001938412765523, + 1.0209787004269553, + 0.9973662987453862, + 1.0061352847046312, + 0.9919410755542308, + 0.9846501403948491, + 0.9899263174260658, + 0.9845864971582349, + 0.9930689102842462, + 1.0135506035486388, + 1.0043926518503545, + 1.0162976879588899, + 0.9792327605267319, + 1.006235132130296, + 1.0118863144201946, + 1.00544671112892, + 1.0039248549576703, + 1.0350589137732202, + 0.9995022597709913, + 1.0159841525314124, + 1.0003354265534572, + 1.0084463468690352, + 0.9985081538974993, + 1.0110839895364512, + 1.0013381576463882, + 0.9912876803786089, + 0.997289736689443, + 1.017350271822531, + 0.9797570549225073, + 1.0043565268096553, + 0.9872978856195639, + 1.0033468182033753, + 1.0218062902654916, + 1.0014959384493556, + 0.9888739832615349, + 1.0004143322752173, + 0.9931349078768341, + 0.9800306535559788, + 0.9957636890082171, + 1.0002904102651144, + 0.9887217530179371, + 0.9945292914948252, + 1.004902891466416, + 0.9962003472957158, + 0.9934257069186699, + 0.9799059188184409, + 0.9949621520724802, + 1.0029037698373038, + 1.0036871512403356, + 0.9897720620258614, + 0.9871702045154062, + 1.011521199823348, + 0.9941843616678862, + 1.0247569886394758, + 0.9988084298059352, + 0.9881291924468982, + 1.0179947532533584, + 1.0106341537352928, + 0.9919181897045649, + 1.0028443160348683, + 1.0061816857351074, + 0.9845932235691414, + 0.9825632133654874, + 0.9783171138085085, + 0.9969834535825824, + 1.0007811859343756, + 1.0019656189691033, + 1.0503484122189095, + 0.9753504608707252, + 1.0373469598286436, + 0.9949630633139451, + 1.0059234160225077, + 0.9993867259561041, + 0.9736626903578918, + 1.003303340408411, + 0.9938479422620685, + 0.9997621940680084, + 0.9893549017338009, + 0.9921437872926778, + 1.0351189228816489, + 0.9982053116677407, + 1.0049035777011361, + 1.007943748077122, + 0.987183747951824, + 0.9954065358497123, + 0.9844630756889735, + 0.9195912077534116, + 1.0102406845364933, + 0.9709132374569961 + ] + ] + }, + "width": 512, + "in_features": 166, + "out_features": 2, + "depth": 4, + "padding": 332, + "parameters": 277225, + "cert_evals": { + "36": 0.9557278752326965, + "72": 0.945472776889801, + "108": 0.9357178807258606, + "255": 0.8516758680343628 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/musk-2/fold_1/result.json b/UCI_N4/ortho/runs/musk-2/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ccc17a226992a54ac82fb4bb2cf167f98145671a --- /dev/null +++ b/UCI_N4/ortho/runs/musk-2/fold_1/result.json @@ -0,0 +1,362 @@ +{ + "best_epoch": 32, + "best_val_acc": 0.9717624148003895, + "test_acc": 0.963539010708822, + "train_size": 1649, + "val_size": 1027, + "test_size": 3922, + "stats": { + "mean": [ + [ + 0.0022033838386908973, + 0.06625603036992117, + 0.04649901939357201, + 0.0004913727592479633, + -0.007424528047300943, + 0.029222694481503848, + -0.02871623684293518, + -0.01058671273499129, + -0.02433525755609501, + 0.004942196840509272, + -0.015235754990903076, + -0.012600504249242172, + -0.02657332941176486, + -0.01012015760339567, + -0.018367278909944645, + 0.044433595385081875, + -0.029744519138872053, + -0.004242953947847537, + -0.008002045858095115, + 0.0011893272164947555, + -0.05592513376591881, + -0.02044694836264443, + -0.04302950797452996, + 0.025187052055791012, + 0.02474263468768939, + -0.042601262001213426, + -0.020695051036992134, + 0.0015384054093390107, + 0.011092726046088491, + 0.021371811740448717, + -0.013469555081867212, + 0.01982452726500885, + -0.044538194766525006, + 0.030567572645239703, + -0.031482593996361656, + 0.02141072656155254, + 0.010427163068524451, + -0.023554046506974034, + 0.04504258471801071, + -0.03430833826561581, + 0.06747908948453606, + 0.04348396486355425, + -0.008884907592480267, + -0.011684225839903674, + -0.00656703219526952, + 0.002896513929653742, + -0.005738400824741935, + -0.04156242043662813, + -0.004873803086719859, + -0.0020245170263190598, + -0.0404051468768953, + -0.020279581224984647, + -0.029963112977562135, + -0.0015368056033973371, + 0.029301830357792758, + -0.05476914620982405, + -0.037951578969072176, + 0.047465052261976975, + 0.020526558156458357, + 0.02033791100060642, + -0.030164184865979576, + 0.05024194190418452, + -0.04485629808368706, + 0.03147835112189204, + -0.006291162340812682, + 0.019074118508186463, + -0.0014484904548212434, + 0.008784981788962792, + 0.023386305391206525, + 0.005879860982413359, + 0.05940395211643435, + 0.04984556731352376, + -0.023843370139479056, + -0.00745569275924821, + -0.018882913905396863, + 0.02314283274711956, + -0.024472644293511335, + -0.002770279702850328, + -0.012337558138264851, + -0.011593327471195118, + -0.042932302716798265, + -0.0240285988963009, + -0.0452392710248636, + 0.04310506591873858, + 0.02492436379624043, + -0.031592489102485924, + 0.053639132025470125, + -0.030478516828380917, + 0.007038873759854203, + 0.025400627586415966, + 0.0229284818168576, + 0.0009592673741654173, + -0.024041893893268843, + -0.0050410013741663505, + -0.039906425639781765, + 0.03151746901152146, + 0.018252275536447, + -0.023123840842935037, + 0.049373840412370945, + -0.03933781325530598, + 0.07366186678593085, + 0.013209034602790264, + -0.021385058447544267, + -0.018445256191631672, + -0.012832089751363926, + 0.016886379345057278, + -0.0021345572407520425, + -0.0338357411158276, + -0.013289104663434192, + -0.0065585543056388826, + -0.01209856645239361, + -0.04576090782292301, + -0.032484600758035095, + -0.028557836749545137, + 0.02584237292904779, + 0.009022810600363702, + 0.022957384186780123, + -0.03818952886597925, + -0.032933244008489626, + -0.009165709096422076, + 0.02088987131594965, + 0.02855925063068547, + 0.024874274311704, + -0.03435405539114632, + 0.016969646773802517, + -0.018423495306246717, + 0.01951220546998175, + 0.025427100121285417, + 0.012467580333535485, + -0.010936757514857925, + -0.014689930918738598, + 0.013502246094602934, + -0.050603092346876676, + -0.01723701176470571, + -0.004896197422679896, + 0.02070974576106733, + -0.026273534445118388, + 0.030336164984839376, + -0.039887732504548135, + -0.056432912220739984, + -0.05021272674348097, + -0.02755221443298974, + -0.03442035423893272, + -0.028371501285627588, + 0.0005140135536685691, + 0.002409129072166215, + 0.02409891870830806, + 0.02409901194663454, + 0.04556790412371142, + -0.03490499576713144, + -0.052055877830807035, + -0.012115913268648306, + -0.022166139478470903, + 0.05603566475439655, + 0.037913323129169, + 0.05956955137659166, + 0.012290112295936774, + 0.04308550950879324, + 0.029600502874469404, + 0.024453837204366478, + -0.010275065567010471, + 0.0072667682619769, + 0.010619255191024834, + -0.015975785809581464, + -0.03865312817465139, + 0.001558572067919981 + ] + ], + "std": [ + [ + 0.9789609056537054, + 1.0223542173821687, + 1.006354499416772, + 1.0097426115961123, + 0.9821876353647652, + 0.9998046045489866, + 1.0178212606990535, + 1.0167721117355657, + 1.0114146027100444, + 1.001776238241197, + 1.0068173587187008, + 0.9900351224079849, + 1.0414098112135597, + 1.009574294617972, + 0.9953634621121619, + 1.0551495473134025, + 0.9981956531855851, + 1.0183570217473137, + 1.0066623632600822, + 1.0127852757834928, + 0.9819060519437951, + 1.0168025572775439, + 1.0011040348853746, + 1.0077391574190562, + 0.9960322515796017, + 1.0217184675272302, + 1.0045863660324679, + 1.0189216552292488, + 1.0209580005984413, + 0.9885762298604023, + 0.9548219575549232, + 1.0137570744288356, + 0.979579874589421, + 0.991197794892492, + 0.9880528964389337, + 0.9852989430996284, + 1.0048530597402896, + 1.0022576693152574, + 1.019817156007534, + 0.9946728227761036, + 1.0213302738059442, + 1.000964538491138, + 1.0307917076654618, + 1.006989527865548, + 1.002313843550004, + 1.0141972045736452, + 1.0080080308891233, + 0.9964183873498001, + 1.0258591594541053, + 1.0107146809178345, + 0.9717107214304516, + 1.0149102149309601, + 1.016907704482399, + 1.0078526095792883, + 0.9874709483602169, + 0.9996202197544782, + 1.0096827085606537, + 1.0379820129740673, + 1.013223513461979, + 0.9861254732898448, + 0.9893639979797026, + 0.991075106383618, + 0.9269809003308983, + 0.9875139847082404, + 1.005442372648796, + 0.9896204194858335, + 0.9935153912057717, + 0.9811099295350456, + 0.982575262307681, + 0.9795878781577906, + 1.0193143649741352, + 1.0119494318757316, + 1.0171821247574437, + 1.0034040467334655, + 1.0066093997021297, + 0.9694393186766306, + 1.0117730193741676, + 1.0122625190981362, + 0.9925145459941629, + 1.005154502988111, + 0.9987288725767053, + 1.0170813277668, + 0.976308824777624, + 0.9884631741550407, + 0.9915959199837703, + 1.0218983144556584, + 1.0142113893430906, + 0.9911920808019298, + 1.0172127287199233, + 0.9893770325784368, + 0.9989337891002755, + 0.9894791117074598, + 1.0007549319713978, + 1.0326939082689799, + 0.9899757429384302, + 1.010492032769745, + 1.0061235379816107, + 1.0091634350161915, + 1.0152313478591228, + 1.0056174411509322, + 1.017311898436513, + 0.9976512207707879, + 1.003882833915693, + 1.0004358570223468, + 1.0036377564081862, + 1.0211550893522847, + 0.9924334669404734, + 0.9971024879775969, + 0.9990772588620248, + 1.0032740804274622, + 1.0024996588619381, + 0.9916378123810937, + 1.0022499057411776, + 1.010183122426781, + 1.00163045757315, + 1.0085039687864976, + 0.9922730297554195, + 1.014983448437488, + 1.014822892124083, + 1.0148845786316816, + 0.9937553605624629, + 0.9882702039873854, + 0.9870322023279767, + 0.9850906859406272, + 0.997923959817147, + 0.9510903327769852, + 0.9917224934440294, + 0.9847975043099015, + 1.0202145588783864, + 1.0021246013348553, + 1.0003272501219964, + 1.0067673298995008, + 0.990781057863208, + 1.0020482585196349, + 1.018688317687672, + 0.9988236160134567, + 1.0069349597950046, + 1.0061002120663578, + 1.0122386395403618, + 0.9892206859790922, + 0.9855242096919327, + 0.9959531341164058, + 1.0065041184698018, + 1.0078483816424069, + 1.0021878472773025, + 0.9741424082334939, + 1.0890817487043594, + 0.9945307148083409, + 1.007530511064047, + 0.9991966896972047, + 0.9619750319373882, + 1.0030667264483681, + 0.9931958657494955, + 1.0006523699688303, + 1.010191508136165, + 0.9864924753596401, + 1.0139473615684553, + 1.0114408938636286, + 1.0033347496554157, + 0.9803226862995067, + 1.0098451761605862, + 0.9980225437342447, + 1.0129871477235215, + 0.9828742206168505, + 0.9665430998047373, + 0.9908589509231834 + ] + ] + }, + "width": 512, + "in_features": 166, + "out_features": 2, + "depth": 4, + "padding": 332, + "parameters": 277225, + "cert_evals": { + "36": 0.9548699855804443, + "72": 0.9441611766815186, + "108": 0.9286078810691833, + "255": 0.842172384262085 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/musk-2/fold_2/result.json b/UCI_N4/ortho/runs/musk-2/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..fa3ea103f9d1018327f73940d85f56dd8657198c --- /dev/null +++ b/UCI_N4/ortho/runs/musk-2/fold_2/result.json @@ -0,0 +1,362 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.9725609756097561, + "test_acc": 0.958890290037831, + "train_size": 1649, + "val_size": 984, + "test_size": 3965, + "stats": { + "mean": [ + [ + -0.0165193507883561, + 0.023745576106731784, + 0.00894758525166726, + -0.012979845463917304, + -0.008554753389932977, + 0.008500205057610555, + -0.008827268055791222, + 0.02424651702243768, + 0.002300678673256056, + -0.006792839332929151, + 0.0047927400606429405, + 0.0003070491534258074, + -0.0037253238023046277, + 0.012077483473620145, + 0.018683199696786473, + -0.009275691437234477, + -0.006638355451788972, + 0.017810546682838085, + 0.015129445567010357, + 0.024298001443298942, + -0.003184869132808023, + -0.004290789721043456, + 0.0031496054275316357, + 0.014148549696785681, + 0.018162637962401695, + 0.0032194466707086006, + -0.006616737907822937, + -0.022775198374772664, + -0.015071109605821711, + 0.014638325488174678, + 0.011475148077623627, + 0.03049396374166147, + 0.025694605900545734, + 0.008604017768344612, + -0.012231649072164738, + 0.002613359126743679, + 0.029584712128560786, + -0.0034158958580959363, + 0.006069550751970517, + -0.00541011442692557, + 0.01880269619163089, + -0.008083247077016392, + -0.006491640764099397, + 0.014566732795633777, + 0.008376424821103932, + -0.0009929023711349493, + 0.02163681163129177, + -0.0025090638993329082, + 0.01741273975136374, + 0.005851729104123725, + -0.004465054881746678, + -0.0037159464523949803, + 0.0014873154821107525, + -0.007976062644028743, + 0.01156759172225612, + 0.023733914178289805, + -0.011275250879320775, + -0.002578957016372865, + -0.006478712734990847, + 0.00032240861127936024, + -0.011706570736203905, + 0.02587612322619762, + -0.011422028793207837, + 0.01712189235900559, + 0.0028696369314734713, + -0.0015781066646451572, + -0.027441241722256038, + -0.0014402773256522523, + -0.004449931892055841, + -0.0014659224075202345, + 0.01708213645239509, + 0.018733296931473596, + 0.008334289472407117, + 0.005727799963614559, + 0.007039103201940653, + -0.00224206858702233, + 0.0011615125591269186, + 0.0096409494117641, + 0.004899610121286758, + 0.009826549023650048, + -0.009219501334142207, + -0.004807864269254234, + -0.002443187265009144, + 0.011609495827774482, + 0.0040307750576106674, + -0.004682432261976522, + 0.013977261024863448, + 0.0012793727167981009, + -0.025686529896907437, + 0.013434234869617957, + 0.021999945691932813, + 0.012433017674347574, + -0.009033386234081325, + 0.0062409658120072915, + 0.0009289013947849186, + 0.0003903400242564852, + 0.02740975750382101, + -0.011144831170406301, + 0.005830573753789878, + -0.009510249636142982, + 0.02073330933899335, + 0.007879717440873353, + 0.009509570454820928, + 0.01405836261370407, + 0.014672617586416688, + -0.005675097756215873, + 0.0017475856822315732, + 0.0018848247543965708, + 0.02229300998180564, + 0.01026309860521593, + 0.017680451788964564, + -0.005672595821710331, + -0.009564725087932182, + -0.0036886342935116994, + 0.01000584954517868, + -0.0014087143177684452, + 0.020023876538508456, + -0.014409325075803336, + -0.008730885488174288, + -0.0034071386173437994, + 0.017709779927228837, + 0.0037029051849606504, + 0.011111249060036448, + 0.001931565688295556, + 0.0326300536264404, + 0.009591248938750647, + -0.007016625542753067, + 0.012978908750757932, + -0.0024730208186779807, + -0.005898704823529222, + 0.00046255165858092147, + -0.015087141012734237, + 0.007914145130382093, + 0.00938928223165545, + 0.01491191867192227, + 0.003460371607034447, + -0.007647012371134029, + 0.009316860582171302, + 0.012669591819284187, + 0.023290896266828284, + 0.012400781200727585, + -0.003923578150394203, + -0.005147092104305529, + -0.008281499878714238, + -0.03743850333535512, + 0.013677931825349052, + 0.0004504794117647815, + 0.0031018094057014187, + 0.009501353911461253, + -0.007035560921770639, + 0.008385035146755612, + -0.0034377712431776946, + -0.010681847180108386, + 0.029691756458459714, + 0.008845037744087314, + 0.036611106986052, + 0.006922057057610421, + 0.00199877628865977, + 0.016813865591267338, + 0.002876468101879801, + 0.005453485567009417, + 0.0042027340964213965, + -0.01236373710127327, + -0.008553608768950838, + -0.0069991010551852945, + 0.0076861960764099575 + ] + ], + "std": [ + [ + 0.9681286752068088, + 1.0188584468817592, + 1.0110661386281417, + 0.9985656246319761, + 0.9821622573144201, + 1.0036187347218821, + 1.0069688072671201, + 0.9902174757207433, + 1.01713159486763, + 0.9867718776262003, + 0.9758196806068826, + 0.9717105755097225, + 0.9881331057860607, + 0.9898880234141544, + 1.0032622320902203, + 0.9951157752575892, + 1.0046808806006051, + 0.9614388015014891, + 0.9853693985919703, + 1.0191683054599883, + 0.996439727744992, + 1.008421273109573, + 1.00416757618972, + 1.0050873163713752, + 1.0062941810400496, + 1.0106625492506378, + 1.0037290960252208, + 0.9716931899880294, + 1.0122721434564084, + 1.004145433664744, + 1.0126537584886575, + 0.9877832016144399, + 1.0016994225200662, + 0.9984055948469278, + 1.009905276240697, + 0.9928053125930449, + 1.028439787038722, + 1.0058093224458307, + 1.0026249721952805, + 1.0044305239260718, + 1.0145868354939207, + 0.9730410910554939, + 0.981275887794836, + 0.9868601113866823, + 0.9903107009766159, + 0.9840780321801739, + 1.0155043762626388, + 1.015709680805549, + 0.9877740152182051, + 1.0007933926991834, + 0.9639452930264027, + 1.0107985365057115, + 1.0139858844795777, + 0.978091201901524, + 0.9836289102008465, + 0.9892831848712296, + 1.0050542524754924, + 1.0041143150075589, + 1.011404712398526, + 0.994592205655486, + 1.003602088307178, + 1.0043236988473279, + 0.9890344165359591, + 0.9960153738734304, + 1.0247056593625234, + 0.9709722536076895, + 0.8984006766242731, + 1.0084723110544285, + 1.0080442044255657, + 1.0139042067755502, + 1.0147945346118319, + 1.0086308434283413, + 0.9798709269587462, + 0.985827749679927, + 1.0097816591529503, + 0.9967310231913435, + 1.0125467431933681, + 0.9795738908810216, + 0.9759574846742652, + 0.9879270836797008, + 1.0100364897802065, + 1.0084344135598255, + 0.9683448859407486, + 0.9884096351113933, + 0.9957784496098612, + 1.0106496350052778, + 1.0041619111843998, + 0.9965669874488615, + 1.0148365256887901, + 0.9954909131964714, + 0.9942883718958846, + 1.0007980703139212, + 1.0031320592473836, + 0.9828596472567013, + 0.9637136602853367, + 0.9970558130158634, + 1.0142250931970318, + 1.008890015046518, + 1.0055896715654262, + 1.004944159225849, + 1.015901087459527, + 0.9987432420315473, + 0.9985224279803399, + 0.9900020636370531, + 0.9946414368680025, + 0.9718565169997336, + 1.0010286004673303, + 1.0045607582554759, + 1.0126684697205748, + 0.9911582699978772, + 0.9979453061380805, + 0.9943479420017864, + 1.0057507939001675, + 1.009199116070283, + 0.996011631450574, + 1.0055786667678899, + 0.9980095514928135, + 0.9965213084556673, + 1.0065546695035632, + 0.9959098534303568, + 1.0066323304809803, + 0.9785303330423044, + 0.9869014865983016, + 1.0002036756849269, + 1.0025571744250443, + 0.9798050960785967, + 0.9928695520264623, + 1.0029641941982563, + 0.995414106898259, + 1.0148844453635921, + 0.9709719526035338, + 0.9939566879305621, + 0.9884244597895214, + 0.9767542641597464, + 0.9853765727313375, + 1.0106906221793046, + 1.005948414723524, + 1.017725449726877, + 1.0152735855520598, + 0.9876730417321886, + 0.9757936207779202, + 1.0047018133551442, + 1.004391788961941, + 1.006171785979052, + 0.8968175799273889, + 1.0473489426893206, + 1.0315201707660164, + 1.0175144216806302, + 1.0142189436584537, + 1.0038989754399161, + 1.0173990273862883, + 1.0127050623257519, + 1.0051909194938937, + 1.012068652647229, + 0.9962079218654786, + 1.002233177655679, + 1.0161322523275562, + 0.999594425724876, + 0.9955572903935671, + 0.9917181216246964, + 0.9858353212831604, + 0.991792827254217, + 0.9768523928420304, + 0.9547301155646564, + 0.963911142038982, + 0.9970598920069098 + ] + ] + }, + "width": 512, + "in_features": 166, + "out_features": 2, + "depth": 4, + "padding": 332, + "parameters": 277225, + "cert_evals": { + "36": 0.9510718584060669, + "72": 0.9402269721031189, + "108": 0.9271122217178345, + "255": 0.8489280939102173 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/musk-2/fold_3/result.json b/UCI_N4/ortho/runs/musk-2/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d659bb6657db93d2d74be29e8fa2ba79f520cda0 --- /dev/null +++ b/UCI_N4/ortho/runs/musk-2/fold_3/result.json @@ -0,0 +1,362 @@ +{ + "best_epoch": 56, + "best_val_acc": 0.9660842754367934, + "test_acc": 0.9615191146881288, + "train_size": 1649, + "val_size": 973, + "test_size": 3976, + "stats": { + "mean": [ + [ + -0.019377861036991656, + 0.025388282601576818, + 0.017005815742874516, + -0.007883900460885378, + 0.0060343637174048335, + 0.019899812286233772, + -0.017346581947847252, + 0.01720070440873258, + -0.022683759298605638, + 0.03576464684050942, + 0.003250418289873286, + 0.023095340225590528, + 0.025853774105518486, + 0.004904056128563328, + 0.015174882898727272, + 0.004904859053972195, + -0.0064262512310491165, + -0.0013788380109157152, + 0.03392423097634965, + 0.040471053135233824, + -0.007766068975136523, + -0.02654642546998242, + -0.002714201516070317, + -0.005730637913887314, + 0.014443505081867881, + -0.01681206773802325, + 0.022797446707095152, + 0.02924670987871426, + -0.016523001552455778, + 0.022271198156458668, + 0.007295070836871207, + -0.010380893735597325, + 0.0032170857913887633, + 0.03166040751970903, + -0.011104923177683385, + 0.023025889023650516, + 0.00955245047907632, + 0.00501562544572467, + 0.003645016027895317, + 0.012703992892661992, + 0.014234079029714866, + -0.018872668283808444, + 0.03357063479684651, + 0.002985781740448259, + 0.016828823032140804, + 0.008592184530017656, + 0.020646139611886168, + -0.025274300994542045, + 0.031819425821709706, + 0.041618958390176077, + 0.00933414724075195, + -0.02236399884778645, + -0.018589546555488203, + 0.001330274912066101, + 0.0015160872407521844, + 0.002306856531231052, + -0.0022718787992723603, + 0.028225555027289576, + -0.006301775864159792, + 0.02247907061249244, + -0.011468676332322514, + 0.02175189545178902, + -0.013670970357792456, + 0.03126135081867806, + 0.004543698483929725, + -0.0009374850879321324, + 0.021139099308671503, + 0.02629353206791973, + -0.02450631540927904, + 0.030707943529411457, + 0.01293060334141885, + 0.012913687446937628, + 0.00928486858095778, + 0.01766341600970324, + 0.03807825699818077, + 0.0017500543359613783, + -0.016347040315342783, + 0.0007416811279563446, + 0.026208501607035268, + 0.023266191340205626, + -0.018853632765312562, + -0.02368463080654962, + 0.001749331437234659, + 0.003365637052759398, + 0.025888251528199256, + -0.018965530382049504, + 0.03517410735597307, + 0.025752976476652555, + -0.02487937299575574, + 0.022010353117040575, + 0.017477714511824522, + -0.017221659584597582, + -0.003431555427531808, + 0.019807925603396073, + 0.0032348454699819393, + 0.013613221879926436, + 0.0370615994009708, + -0.016630420776227922, + 0.0136933938872041, + -0.0017249714481504044, + 0.02229983032140703, + -0.012712485694360036, + 0.026678074426925498, + 0.012642979175256863, + 0.005538239963614194, + 0.0035851682595511494, + -0.017385318223165646, + -0.027282370030321336, + 0.030769696791993668, + 0.023036587355973605, + 0.02791771238326433, + -0.005707142462098305, + -0.011955044244996943, + -0.01365990568829588, + 0.02758415771376576, + 0.001034438120072712, + 0.016993479078229498, + 0.004106490266828514, + -0.007270538144329443, + 0.023955484869617922, + 0.016178350285021865, + 0.0035198083808369264, + 0.010066467580351705, + 0.013253238295936883, + 0.003935329266222111, + -0.028011770430564572, + 0.022866120224378214, + 0.0261654426682841, + 0.02473182812007268, + -0.0015221004548212846, + 0.0038331081837477228, + 0.021399354317768703, + 0.005301140012128602, + 0.019229334445118054, + 0.005640386767737668, + 0.02194890172225591, + -0.005060289387507513, + 0.026678006622195553, + -0.009628291109763477, + -0.003739145758641676, + 0.002035451000606312, + 0.010815814196482578, + -0.011372362352941229, + -0.019185084742267905, + -0.001526538386901546, + 0.01622554252274128, + 0.012853861158277795, + 0.032111232286234526, + 0.031036171322013306, + 0.014534576640388132, + -0.0195449016634327, + -0.0031721854821107633, + -0.011472115221346063, + 0.00807888645239537, + -0.009991977598544642, + 0.015293761594905845, + 0.04696865378289867, + 0.02876006337174039, + 0.030060548720436564, + -0.016465844511825162, + -0.013467629448150867, + -0.004964211527592827, + 0.023761107562159368, + -0.0028053264645238984, + -0.011466418192844817, + 0.015592289957550014 + ] + ], + "std": [ + [ + 0.985810694952265, + 1.0034659788102347, + 1.0123314802689827, + 1.0006728383848915, + 1.0057933627069857, + 1.0211647035506441, + 0.9873544232512542, + 1.0044940106681508, + 0.9972305516917789, + 0.9962847585776434, + 1.0084467836467266, + 0.9906644883619666, + 1.0245712429201694, + 0.9866939366954063, + 1.0013177295694342, + 1.0035460862038992, + 1.0106885153319805, + 0.9519922611580153, + 0.9980325911759347, + 1.0306730880090342, + 0.9835758012913696, + 0.9850289481711405, + 1.0052216421075988, + 0.9962087717875672, + 0.9963361086627195, + 0.9956939758386721, + 0.9995284943647325, + 1.023940251071931, + 1.0274738040648672, + 0.994278832453581, + 0.9978867650735795, + 0.9858582094807091, + 1.0042951554309811, + 0.9935762200569673, + 0.987438469465117, + 1.005913310224571, + 1.00088122516216, + 0.9882229146445906, + 1.0157177678163845, + 0.9964856588375458, + 0.9973534488049755, + 0.9843481194725128, + 1.0059020116489072, + 0.9945053400237248, + 0.9893145898736398, + 1.0071798920580137, + 1.026048360719046, + 0.9784906142973205, + 0.9999905642791316, + 1.0245359594400432, + 0.9857715356622779, + 0.9921646440585971, + 0.9889209867599961, + 0.9804599263285575, + 0.989078331357909, + 1.0220508106585684, + 0.9898585563272273, + 1.0050841202007248, + 1.0381369540158623, + 0.9852302977543494, + 1.0075559260629754, + 1.000291557770776, + 0.9848158888469627, + 0.9914305575952413, + 1.0027287892746963, + 0.9998437768528288, + 1.0380871234284017, + 1.0068281699392212, + 0.9909518921848135, + 1.0027114341322005, + 1.0043121525006478, + 1.004908814037755, + 1.0186241738713828, + 0.9840706508690844, + 1.0105911993179093, + 0.9676803103445097, + 1.0008055713802275, + 0.9912309236484144, + 0.995113888208004, + 1.00892652209743, + 0.9963556594838519, + 0.9845494099501623, + 0.9992655439793966, + 0.9888161956289881, + 0.988365168461102, + 0.986911819503751, + 0.9966018266120068, + 1.0253590540025506, + 1.0073388900110996, + 0.9884492302907475, + 1.0097952364856901, + 0.9710825809435979, + 1.0049468371789398, + 0.9978639652892881, + 1.0455255018744898, + 0.9978429399237, + 1.002476959825736, + 0.9981410717372688, + 1.0060801668925174, + 0.9880101858878161, + 0.9920156642454706, + 0.9690302977750064, + 1.0160561889470001, + 1.0042221946838557, + 0.9902952403395341, + 0.9972984826953729, + 0.9761193341167186, + 0.9802187480066236, + 1.008662757516423, + 0.9977604335997484, + 1.0125273643143784, + 1.0005678108605767, + 0.99939847346626, + 0.9934285795635643, + 0.993774093323074, + 0.9507637302569011, + 1.001524151413393, + 1.0029839092558797, + 0.9922893465303836, + 0.9995915259108642, + 0.9937205680489537, + 0.9906768211587779, + 0.9885237778798726, + 0.9923092460426346, + 0.9928187226268517, + 0.9431189215637575, + 0.9768867834667897, + 0.988648327088327, + 0.9868432165802018, + 0.9936538301879408, + 1.031840475179726, + 1.0088131603924193, + 0.948009389328019, + 0.980359732399849, + 0.9812840383484884, + 1.0125452888475233, + 1.0015379468649726, + 1.0082241487185495, + 1.0028073940649291, + 1.027290919950601, + 1.0123450850356626, + 0.9892757300213824, + 0.989457850129367, + 0.9916398725034907, + 0.9733306799223379, + 1.048692795336829, + 1.0185390556939666, + 1.005180692664418, + 0.9999773815928202, + 1.0029310617714582, + 0.9847831085240544, + 0.9984589470542239, + 0.997897554671397, + 1.0021153618672554, + 0.9825493908557392, + 1.0005331081478763, + 1.0721249078632564, + 1.0255830315079582, + 1.0078969722952105, + 1.0018509428094395, + 1.007362049760478, + 0.9875884283657037, + 1.0010931986356253, + 1.0157609941665726, + 0.9972826112887371, + 1.0062038228644128 + ] + ] + }, + "width": 512, + "in_features": 166, + "out_features": 2, + "depth": 4, + "padding": 332, + "parameters": 277225, + "cert_evals": { + "36": 0.9549798369407654, + "72": 0.9459255337715149, + "108": 0.9371227025985718, + "255": 0.8654426336288452 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/nursery/fold_0/result.json b/UCI_N4/ortho/runs/nursery/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2aab65c464d696501596c241db39235e04c75cf8 --- /dev/null +++ b/UCI_N4/ortho/runs/nursery/fold_0/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.8534932221063608, + "test_acc": 0.8587541655985644, + "train_size": 3240, + "val_size": 1918, + "test_size": 7802, + "stats": { + "mean": [ + [ + 0.051029166666666737, + -0.00196411111111071, + 0.0016562925925925533, + -0.008005376543209762, + -0.004535925925925928, + -0.014196977160493821, + -0.01014526234567894, + -0.007937870370370368 + ] + ], + "std": [ + [ + 1.0081184659855247, + 0.994466909902115, + 0.9984780980079611, + 0.9954756099225289, + 0.9980995540133645, + 0.9998602139101664, + 0.9972906807623559, + 1.0052418041464166 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 5, + "depth": 4, + "padding": 16, + "parameters": 776, + "cert_evals": { + "36": 0.7576262354850769, + "72": 0.6540630459785461, + "108": 0.5453729629516602, + "255": 0.07100743800401688 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/nursery/fold_1/result.json b/UCI_N4/ortho/runs/nursery/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1f8450a4496c5189ee76bffb4dadd922a34f18c5 --- /dev/null +++ b/UCI_N4/ortho/runs/nursery/fold_1/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.8683274021352313, + "test_acc": 0.8303882368115568, + "train_size": 3240, + "val_size": 1967, + "test_size": 7753, + "stats": { + "mean": [ + [ + 0.023435617283950584, + 0.026842851851852437, + -0.0011041870370370494, + -0.001656286419753089, + -0.010961820987654315, + 0.019135056172839497, + -0.012124891358024097, + -0.0060479012345679 + ] + ], + "std": [ + [ + 1.0098249235756733, + 1.0053740157149613, + 0.9982315594686217, + 0.9999606252114857, + 0.9964249241892131, + 0.9997779009091493, + 0.9971359423938833, + 1.0041030187583004 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 5, + "depth": 4, + "padding": 16, + "parameters": 776, + "cert_evals": { + "36": 0.729781985282898, + "72": 0.6366567611694336, + "108": 0.5254740118980408, + "255": 0.06100863963365555 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/nursery/fold_2/result.json b/UCI_N4/ortho/runs/nursery/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..18505c35c41db5dc6f9a09e8b2808c8a97131701 --- /dev/null +++ b/UCI_N4/ortho/runs/nursery/fold_2/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 46, + "best_val_acc": 0.8581151832460733, + "test_acc": 0.8390524967989756, + "train_size": 3240, + "val_size": 1910, + "test_size": 7810, + "stats": { + "mean": [ + [ + 0.023435617283950584, + 0.047575135802469234, + 0.015458643209876576, + 0.0024844308641975513, + 0.006047901234567903, + 0.0012345197530864193, + 0.015837366358025084, + -0.0060479012345679 + ] + ], + "std": [ + [ + 1.0166780451442419, + 1.0111134194425535, + 1.0062422991159916, + 0.9960005941386431, + 0.9966991236053043, + 0.9999602379504744, + 1.0002954947822456, + 1.0041030187583007 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 5, + "depth": 4, + "padding": 16, + "parameters": 776, + "cert_evals": { + "36": 0.7510883808135986, + "72": 0.6597951650619507, + "108": 0.5613316297531128, + "255": 0.09270166605710983 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/nursery/fold_3/result.json b/UCI_N4/ortho/runs/nursery/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ece5a35b18ea0d8aebd7710a24093317b1730017 --- /dev/null +++ b/UCI_N4/ortho/runs/nursery/fold_3/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 11, + "best_val_acc": 0.8201663201663202, + "test_acc": 0.8109286813750641, + "train_size": 3240, + "val_size": 1924, + "test_size": 7796, + "stats": { + "mean": [ + [ + 0.03364145061728391, + 0.03033460493827167, + 0.03257356666666669, + 0.032849621604938234, + -0.015875740740740732, + -0.01481423703703703, + -0.01707398148148124, + 0.006425895061728395 + ] + ], + "std": [ + [ + 1.006091408188469, + 0.9961770749809249, + 1.0063245385321156, + 1.0055792592242605, + 0.9961264090870245, + 0.9998512588890658, + 1.0080135891696445, + 0.9964644995871555 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 5, + "depth": 4, + "padding": 16, + "parameters": 776, + "cert_evals": { + "36": 0.7244741320610046, + "72": 0.6346845030784607, + "108": 0.5278348326683044, + "255": 0.05618266016244888 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_merluccius_nucleus_4d/fold_0/result.json b/UCI_N4/ortho/runs/oocytes_merluccius_nucleus_4d/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d3a0e3df1147d1e5b0c0d3b079a88eeccc0dc4ab --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_merluccius_nucleus_4d/fold_0/result.json @@ -0,0 +1,112 @@ +{ + "best_epoch": 30, + "best_val_acc": 0.7329192546583851, + "test_acc": 0.7260726072607261, + "train_size": 255, + "val_size": 161, + "test_size": 606, + "stats": { + "mean": [ + [ + -0.0371250154117647, + 0.0015389403921568473, + -0.03527819799999997, + 0.026217213882352975, + -0.022018143254901958, + -0.03976458627450978, + 0.003314039607843149, + -0.03319261360784315, + 0.01830184745098039, + -0.02685776486274508, + -0.04212637686274509, + 0.005226556078431408, + -0.02913093117647059, + -0.01200531101960785, + -0.03152609833333333, + -0.03705718681960783, + 0.00469401490196078, + -0.02551305090196081, + -0.03417245220392157, + -0.031662056862745085, + -0.018275636980392158, + -0.03872015905882352, + 0.06975402027450983, + -0.05690918172549015, + -0.0005046612313725563, + -0.026833323176470567, + -0.0324685416470588, + 0.06559194729411769, + -0.04924893603921571, + -0.002559774274509816, + -0.007582052196078413, + -0.03221969384313721, + 0.07669179423529408, + -0.05831633415686265, + -0.00790661125490195, + 0.033497423215686245, + 0.007940335568627457, + -0.0037278283529411723, + -0.005509080784313686, + -0.006456870705882385, + -0.006934026431372542 + ] + ], + "std": [ + [ + 0.9481208431065713, + 0.9777230774786245, + 0.9614649831710622, + 1.0004435636971643, + 0.9517495439744679, + 0.9370398970511897, + 0.978033253968666, + 0.9633889071060125, + 0.9762210193691487, + 0.9497999114505152, + 0.9347608009901895, + 0.9801580525147454, + 0.9702177059121481, + 0.937441002049969, + 0.9454783788330968, + 0.9479630674171062, + 0.9847917091528013, + 0.9682944519390624, + 0.9601592978081722, + 0.9504457074291478, + 0.9482732916854852, + 0.9550094850957569, + 0.8808478818975364, + 0.9032557709886272, + 0.9905437507629392, + 0.9682787727115054, + 0.9734319541870242, + 0.8994213820965716, + 0.9306569007254026, + 0.9903368456478869, + 0.9401093744879251, + 0.9661635565557377, + 0.8972092489723742, + 0.9227263611587284, + 0.9960722682017434, + 0.9400060154678039, + 0.9649245386172121, + 0.9716877264843913, + 0.9731199443916825, + 0.9739165511052336, + 0.9741830269626184 + ] + ] + }, + "width": 128, + "in_features": 41, + "out_features": 2, + "depth": 4, + "padding": 82, + "parameters": 17225, + "cert_evals": { + "36": 0.6369637250900269, + "72": 0.5264026522636414, + "108": 0.4224422574043274, + "255": 0.1105610579252243 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_merluccius_nucleus_4d/fold_1/result.json b/UCI_N4/ortho/runs/oocytes_merluccius_nucleus_4d/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2fba350374ff82e71779c742a62c97b52241106b --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_merluccius_nucleus_4d/fold_1/result.json @@ -0,0 +1,112 @@ +{ + "best_epoch": 66, + "best_val_acc": 0.8, + "test_acc": 0.7378335949764521, + "train_size": 255, + "val_size": 130, + "test_size": 637, + "stats": { + "mean": [ + [ + 0.00023252282745095802, + 0.0023210192156862736, + -0.008575552392156847, + -0.027089618431372545, + 0.02615166227450979, + 0.00029002847058821885, + 0.001517669058823556, + -0.009498281058823606, + -0.021533545372549014, + 0.027143032117647032, + 0.00012999274509802153, + 0.0020992274509804144, + -0.005652587843137251, + -0.01031889384313722, + 0.025365951607843145, + 0.0011974224705882457, + 0.0024456095294117628, + 0.007920263137254904, + 0.007542674117647044, + 0.019472125333333323, + 0.06628882686274508, + 0.0008101664705882076, + -0.005068037960784302, + -0.0018227520000000151, + 0.00320542466666668, + 0.025693874901960758, + 0.03285470894117649, + -0.03694405458823524, + 0.02895584858823529, + 0.02036504745098036, + 0.04203500674509803, + 0.012977303843137231, + -0.016463404666666667, + 0.005529818662745095, + 0.013588346156862736, + -0.03683925767843136, + -0.016918137803921634, + -0.014870798470588246, + -0.016124755137254858, + -0.018004861274509842, + -0.020472565215686273 + ] + ], + "std": [ + [ + 0.9572394549500175, + 0.9926437581599087, + 0.9624363039043059, + 0.9193272254177784, + 1.0255768714029772, + 0.9579689477579895, + 0.9914399769465777, + 0.964698567284664, + 0.9351924375292803, + 1.0260487030041765, + 0.9515013155985146, + 0.9925204239055312, + 0.9662079425779949, + 0.9893019122153763, + 1.0199562667897872, + 0.9463721256877698, + 0.9959986832754482, + 0.9814859605265475, + 1.0491115651558893, + 1.0166099051364492, + 1.0126788732557663, + 0.9559037060605928, + 1.005464306868578, + 0.9339913124161523, + 0.9907483477382796, + 1.002837860013556, + 0.9939512794379407, + 1.0866703256453316, + 1.0174263712495963, + 0.9852130473462448, + 1.0075951167847277, + 0.9748247085177442, + 1.0259519988694812, + 0.9604781044814549, + 0.9861127645283753, + 1.0373513207775564, + 1.0101438720127272, + 0.9991977496960652, + 0.9936335573449004, + 0.9927993181263407, + 0.9922363841337328 + ] + ] + }, + "width": 128, + "in_features": 41, + "out_features": 2, + "depth": 4, + "padding": 82, + "parameters": 17225, + "cert_evals": { + "36": 0.6279435157775879, + "72": 0.49450549483299255, + "108": 0.34850865602493286, + "255": 0.06436420977115631 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_merluccius_nucleus_4d/fold_2/result.json b/UCI_N4/ortho/runs/oocytes_merluccius_nucleus_4d/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..10d92bc4ea90966acfd255e28fb1ef59db7346dd --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_merluccius_nucleus_4d/fold_2/result.json @@ -0,0 +1,112 @@ +{ + "best_epoch": 40, + "best_val_acc": 0.6900584795321637, + "test_acc": 0.714765100671141, + "train_size": 255, + "val_size": 171, + "test_size": 596, + "stats": { + "mean": [ + [ + 0.019915568666666633, + -0.014107577647058818, + -0.015105033250980377, + 0.02865576341176468, + 0.029814655176470552, + 0.017704559607843146, + -0.013470486980392094, + -0.016038092274509794, + 0.03248008262745098, + 0.030473079058823495, + 0.02067392156862747, + -0.014031545490196065, + -0.009559882039215687, + 0.03839121047058822, + 0.03184779492980397, + 0.022161854509803944, + -0.01396437243137256, + -0.0017765643137255195, + 0.055001846666666666, + 0.030386395921568613, + 0.03668542223529418, + -0.0027777596078431494, + 0.012474995117647124, + -0.0041148554117646985, + -0.013356863921568625, + 0.028240797568627463, + 0.00010664949019609575, + 0.02344727215686279, + 0.005875207882352966, + -0.007875607450980381, + 0.028559833607843157, + -0.003071006745098055, + 0.014597308196078422, + -0.0007609705999999861, + -0.016530812156862723, + -0.03674524662745102, + -0.019958698901960777, + -0.017071456470588258, + -0.017420987058823525, + -0.017710899607843143, + -0.01735895203921565 + ] + ], + "std": [ + [ + 1.0221090924456515, + 1.01545682802038, + 0.9869690473435272, + 1.037069581011897, + 1.0359698396459835, + 1.0192987930523796, + 1.016091448787416, + 0.9856390212088015, + 1.038505984158332, + 1.0379129504870621, + 1.0239033714401513, + 1.0194757702768644, + 0.9963995753206383, + 1.020298364999823, + 1.0423678031147061, + 1.0277751191583697, + 1.0205917784397192, + 1.0135024895112017, + 1.0892501748798247, + 1.0432132666589502, + 1.0172134304654925, + 1.030895619962752, + 1.0213433186098346, + 1.040706012633716, + 1.0211704714384828, + 1.010787095001102, + 1.034569087974703, + 1.0203462492134936, + 1.0580364742305262, + 1.0095797767173902, + 1.0215170604628103, + 1.033396337568214, + 1.0252577264940543, + 1.0526521075427535, + 1.017486639545284, + 1.0521736233720556, + 1.0188131869714923, + 1.0087257643396144, + 1.005460013688893, + 1.0056139578892642, + 1.0065387262698673 + ] + ] + }, + "width": 128, + "in_features": 41, + "out_features": 2, + "depth": 4, + "padding": 82, + "parameters": 17225, + "cert_evals": { + "36": 0.6040268540382385, + "72": 0.4848993420600891, + "108": 0.3523489832878113, + "255": 0.07214765250682831 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_merluccius_nucleus_4d/fold_3/result.json b/UCI_N4/ortho/runs/oocytes_merluccius_nucleus_4d/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ff7dc872d65430def4f57aafbe0288b5b9081b4b --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_merluccius_nucleus_4d/fold_3/result.json @@ -0,0 +1,112 @@ +{ + "best_epoch": 43, + "best_val_acc": 0.7409638554216867, + "test_acc": 0.7254575707154742, + "train_size": 255, + "val_size": 166, + "test_size": 601, + "stats": { + "mean": [ + [ + 0.005023620274509809, + 0.05012927215686277, + 0.0774847423529411, + -0.021592119215686236, + -0.007278767843137281, + 0.003806819607843134, + 0.05070236376470592, + 0.07836162039215684, + -0.009335469717647047, + -0.006452909647058787, + 0.004313807450980429, + 0.05239601662745102, + 0.08761111960784314, + -0.0006227640392157017, + -0.011547115941176465, + 0.007509175294117638, + 0.049814644431372575, + 0.09699411058823522, + -0.020684055294117654, + -0.014362384509803941, + 0.03558779360784312, + 0.0894858222352941, + -0.09410436105882346, + 0.07914001066274516, + 0.05154126003921575, + -0.0045582715686274125, + 0.09130289176470592, + -0.07599903827450982, + 0.08245660823529415, + 0.06585250807843139, + 0.012951737058823532, + 0.08790382078431377, + -0.08962203019607844, + 0.08192444351764702, + 0.05873899290196081, + -0.016822436196078434, + 0.029792561019607842, + 0.05055904957647062, + 0.05703265886274507, + 0.05811358976470591, + 0.05753943309803923 + ] + ], + "std": [ + [ + 1.0010627790031323, + 1.0340741776327254, + 1.0363077318633585, + 1.0137526513667938, + 1.0497867958856593, + 1.0059089649290247, + 1.032934819096642, + 1.0357871822249751, + 1.0425743779317471, + 1.0491455468136368, + 1.002585949212257, + 1.0328632642788567, + 1.0444571310319228, + 1.0499184939107524, + 1.0523852884773215, + 0.9969852155711642, + 1.036017112451258, + 1.0641484457194088, + 1.0260965200086805, + 1.0600673906871478, + 1.0132281500555904, + 1.039987043021767, + 1.0160272774539016, + 1.0119553762539002, + 1.0375407287957723, + 0.993275249370577, + 1.0310746092505982, + 1.0007724139832403, + 1.01278883373938, + 1.0152625509246365, + 0.9763093251846449, + 1.0267017964861733, + 0.997823146966079, + 1.0044670030988905, + 1.0259705961089964, + 1.0589413004871364, + 1.0376978512601307, + 1.0319158378686013, + 1.0340480487731072, + 1.0356155832366485, + 1.0358388933781137 + ] + ] + }, + "width": 128, + "in_features": 41, + "out_features": 2, + "depth": 4, + "padding": 82, + "parameters": 17225, + "cert_evals": { + "36": 0.6156405806541443, + "72": 0.5024958252906799, + "108": 0.35607320070266724, + "255": 0.05657237768173218 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_merluccius_states_2f/fold_0/result.json b/UCI_N4/ortho/runs/oocytes_merluccius_states_2f/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c00021499e326db3bafdc584cd42c167164279a5 --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_merluccius_states_2f/fold_0/result.json @@ -0,0 +1,80 @@ +{ + "best_epoch": 15, + "best_val_acc": 0.8888888888888888, + "test_acc": 0.8623417721518988, + "train_size": 255, + "val_size": 135, + "test_size": 632, + "stats": { + "mean": [ + [ + 0.01054996298039211, + 0.027192816941176482, + -0.04626695749019601, + -0.0069539579607842475, + 0.014194326572549003, + -0.025412450196078348, + -0.04305473128235293, + 0.008311279215686227, + 0.03873141231372549, + 0.019546130517647062, + 0.04932295196078433, + 0.07244258905882356, + -0.12762710541176478, + 0.10863675447058822, + 0.03643630545098045, + 0.028625162627451017, + 0.07991438109803928, + -0.15667811082352961, + 0.11812816443137263, + 0.056641581960784365, + 0.025048539999999987, + 0.07553784419607842, + -0.12706123960784313, + 0.11197763396705882, + 0.047989735764705894 + ] + ], + "std": [ + [ + 1.055902739791254, + 1.0162268811039923, + 1.0028684541215303, + 0.9730091823212302, + 1.0042568790807076, + 1.059859315776944, + 0.9758982735241186, + 0.988138955008393, + 1.0133686644339426, + 1.0143882523728363, + 1.0032684708282238, + 1.0660462422249137, + 1.201916629773772, + 1.156152673218226, + 0.9766255498471383, + 1.0205814664175223, + 1.0558525489192028, + 1.2296182126345767, + 1.1597961969108055, + 0.9544712645073075, + 1.0067919810768349, + 1.0593103623610676, + 1.2049412432924147, + 1.1612948832756183, + 0.9664237104019653 + ] + ] + }, + "width": 128, + "in_features": 25, + "out_features": 3, + "depth": 4, + "padding": 50, + "parameters": 6556, + "cert_evals": { + "36": 0.8275316953659058, + "72": 0.8117088675498962, + "108": 0.794303834438324, + "255": 0.6645569801330566 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_merluccius_states_2f/fold_1/result.json b/UCI_N4/ortho/runs/oocytes_merluccius_states_2f/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7b312d4c22ad5339f79a94cf1dc0c878ffef8e83 --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_merluccius_states_2f/fold_1/result.json @@ -0,0 +1,80 @@ +{ + "best_epoch": 18, + "best_val_acc": 0.8940397350993378, + "test_acc": 0.875, + "train_size": 255, + "val_size": 151, + "test_size": 616, + "stats": { + "mean": [ + [ + -0.039873489411764704, + 0.06568908627450984, + -0.08042117858823533, + -0.07278203247058826, + 0.031821641215686286, + 0.042755718431372526, + 0.005826313725490188, + 0.07096834100392159, + 0.027976641294117695, + -0.0360630005411765, + 0.08661626117647052, + -0.01559811278431374, + -0.0027832955098039194, + -0.00600242694117644, + -0.011780795098039233, + 0.05183837615686276, + -0.0011791454901960582, + 0.012773291529411772, + -0.01314989992156862, + 0.009224545098039242, + 0.0690001321568627, + -0.0190796969803922, + 0.013153878745098036, + -0.02286682056078435, + 6.883568627453327e-05 + ] + ], + "std": [ + [ + 0.9701687420411181, + 0.9794453617880473, + 0.9813443525023554, + 0.9595676757646171, + 1.003115552689647, + 0.9711996996585899, + 0.96070065028928, + 0.9964287871578288, + 0.9706304482097151, + 0.9607876088942564, + 0.9996288496718735, + 1.0168336786919916, + 1.0395937464726017, + 1.0511176984743116, + 0.9543421247886298, + 0.9888423590787397, + 0.9945618062244868, + 0.993182419256565, + 0.9977759822780166, + 0.9466357052699218, + 0.970268559194868, + 0.9921749035989086, + 0.9919171706653837, + 0.9992337881273372, + 0.9493328232926572 + ] + ] + }, + "width": 128, + "in_features": 25, + "out_features": 3, + "depth": 4, + "padding": 50, + "parameters": 6556, + "cert_evals": { + "36": 0.8571428656578064, + "72": 0.8457792401313782, + "108": 0.8246753215789795, + "255": 0.6964285969734192 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_merluccius_states_2f/fold_2/result.json b/UCI_N4/ortho/runs/oocytes_merluccius_states_2f/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..200fa88494e882a66e6f6ece6d6168003cfe151a --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_merluccius_states_2f/fold_2/result.json @@ -0,0 +1,80 @@ +{ + "best_epoch": 33, + "best_val_acc": 0.9294871794871795, + "test_acc": 0.8723404255319149, + "train_size": 255, + "val_size": 156, + "test_size": 611, + "stats": { + "mean": [ + [ + 0.09042857501960787, + 0.08453290745098035, + 0.05499370141176466, + 0.003266606392156863, + -0.07544167117647055, + -0.015606528627450978, + -0.019981488733333278, + -0.025666618862745103, + -0.018207427176470593, + 0.07526210964705878, + -0.07317296886274506, + 0.06288879294117644, + -0.045770915470588244, + 0.06681564803529418, + 0.0457884809411765, + -0.057205103882352934, + 0.03428885882352944, + -0.026384509803921576, + 0.04764570376470586, + 0.0265779054901961, + -0.05987147952941173, + 0.04524020599999998, + -0.030786102745098055, + 0.050239169831372554, + 0.03661726031372548 + ] + ], + "std": [ + [ + 0.9803272049895071, + 0.9882927145330502, + 0.9802699132826773, + 0.9866157296330209, + 0.9568636941234572, + 0.9924758747611615, + 0.9911948282259507, + 1.014854441162732, + 0.9588574557798413, + 0.9306835025569801, + 0.9960935226571523, + 1.058677201136564, + 1.1189325498150606, + 1.104729425488317, + 1.0030626650633148, + 1.0161006842006703, + 1.038500769178019, + 1.1151857588414493, + 1.0890692776345845, + 0.9960240438206022, + 1.0157898082954688, + 1.0428087102486705, + 1.0990958365479944, + 1.0781825399569271, + 0.9998307298430946 + ] + ] + }, + "width": 128, + "in_features": 25, + "out_features": 3, + "depth": 4, + "padding": 50, + "parameters": 6556, + "cert_evals": { + "36": 0.8559738397598267, + "72": 0.8396072387695312, + "108": 0.8314239382743835, + "255": 0.7119476199150085 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_merluccius_states_2f/fold_3/result.json b/UCI_N4/ortho/runs/oocytes_merluccius_states_2f/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..495d92c6d082078b7ee7366d61e9f58fefcf0fae --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_merluccius_states_2f/fold_3/result.json @@ -0,0 +1,80 @@ +{ + "best_epoch": 15, + "best_val_acc": 0.8719512195121951, + "test_acc": 0.8640132669983416, + "train_size": 255, + "val_size": 164, + "test_size": 603, + "stats": { + "mean": [ + [ + -0.0162589217254902, + -0.05657745160784315, + 0.01461218117647058, + 0.05366552894117648, + 0.038041347607843126, + -0.02560452082352941, + -0.011943972431372539, + -0.007390860000000016, + -0.011038546941176463, + -0.05211940686274512, + 0.008660175294117643, + 0.051748327019607854, + -0.01198270811764698, + 0.042424563215686224, + 0.0151460240784314, + -0.01830622803921565, + 0.029721466745098055, + 0.03686442627450982, + 0.01890176607843136, + 0.022645802980392142, + -0.02072309247058821, + 0.038014168235294084, + 0.011930823882352934, + 0.031066374470588243, + 0.015441112392156824 + ] + ], + "std": [ + [ + 1.0145212260058494, + 1.0183267267898117, + 0.9955590624479448, + 1.0189109805968923, + 0.9525691096733636, + 0.9401260529685115, + 0.9530483520235054, + 1.0372365061551077, + 0.9831280509255012, + 1.0109747306925605, + 1.0146664159530456, + 1.0835689421499082, + 1.0366330566676196, + 1.063468357562322, + 1.0478025436829708, + 1.0203756563273347, + 1.048069136775873, + 0.9743374382513833, + 1.0399684735711856, + 1.0238387714620327, + 1.0310574946708129, + 1.0714734463360287, + 1.0248857085596488, + 1.0669402741834955, + 1.0309522590651836 + ] + ] + }, + "width": 128, + "in_features": 25, + "out_features": 3, + "depth": 4, + "padding": 50, + "parameters": 6556, + "cert_evals": { + "36": 0.8358209133148193, + "72": 0.8192371726036072, + "108": 0.8043117523193359, + "255": 0.6882255673408508 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_trisopterus_nucleus_2f/fold_0/result.json b/UCI_N4/ortho/runs/oocytes_trisopterus_nucleus_2f/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..61d7905a9cf0d7a14a014322e56e2b44673b0518 --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_trisopterus_nucleus_2f/fold_0/result.json @@ -0,0 +1,80 @@ +{ + "best_epoch": 16, + "best_val_acc": 0.7117117117117117, + "test_acc": 0.7120418848167539, + "train_size": 228, + "val_size": 111, + "test_size": 573, + "stats": { + "mean": [ + [ + 0.008357397456140388, + 0.01802353785087694, + -0.041648607412280596, + -0.0453803663157896, + 0.0012030528070177244, + 0.022922442456140533, + 0.036679189828947405, + 0.006630059969298269, + 0.03305654250000005, + -0.013262542280701796, + -0.10907990994736835, + 0.018322935921052583, + 0.07612510290350878, + 0.012056999298245606, + 3.168017543867413e-05, + -0.10483278701754395, + 0.006886669999999989, + 0.06841488109649123, + 0.00695189035087715, + -0.010072736403508812, + -0.05385949504824569, + 0.02870514298245609, + 0.015483249929824555, + 0.03363409311403503, + -0.0021852223684209818 + ] + ], + "std": [ + [ + 0.9973978575903476, + 1.0076014353044038, + 0.9952366807299615, + 0.932027269541095, + 1.0037384211397398, + 0.9967681042898726, + 0.9897940967126091, + 0.9959439814010456, + 1.0138128967542228, + 0.9906591764143307, + 1.0399607914486315, + 1.0440929697744785, + 0.9325257900670985, + 1.077455055918072, + 1.0068935522712004, + 1.0499836979693067, + 1.020033825374287, + 0.9599692363716387, + 1.0561252019263898, + 1.0054889903033737, + 1.0309466984358973, + 1.0847181603368137, + 1.1023028462065556, + 1.254832404821169, + 0.9936933949524517 + ] + ] + }, + "width": 128, + "in_features": 25, + "out_features": 2, + "depth": 4, + "padding": 50, + "parameters": 6505, + "cert_evals": { + "36": 0.6073298454284668, + "72": 0.452006995677948, + "108": 0.3333333432674408, + "255": 0.0890052393078804 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_trisopterus_nucleus_2f/fold_1/result.json b/UCI_N4/ortho/runs/oocytes_trisopterus_nucleus_2f/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3a2a929878b7ccadcb872754ef3040a5575fb787 --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_trisopterus_nucleus_2f/fold_1/result.json @@ -0,0 +1,80 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.7076923076923077, + "test_acc": 0.7563176895306859, + "train_size": 228, + "val_size": 130, + "test_size": 554, + "stats": { + "mean": [ + [ + -0.08728925657894768, + -0.0543713359210526, + -0.034470636140350855, + 0.03278697263157899, + 0.05903984850877202, + 0.027659603256579266, + 0.0052796477236843045, + -0.02784190157894725, + -0.009100311184210503, + -0.037397169736841936, + 0.10257767285964901, + -0.01304280877192977, + -0.06708928297368424, + -0.036337502456140376, + -0.047321120833333355, + 0.09918661429824563, + -0.009569511929824559, + -0.06545246535087723, + -0.012505821052631564, + -0.06283763969298246, + 0.07219973416666646, + -0.0427019519736842, + 0.004866778614035071, + -0.047571456315789504, + -0.07411300593421052 + ] + ], + "std": [ + [ + 1.0458471164356558, + 1.0593898673226612, + 1.0081986354392756, + 1.0765642846006065, + 1.0669306376265857, + 1.0624952898815982, + 1.0407781573587898, + 1.106896809173159, + 1.167838053551809, + 1.0758835524236412, + 1.0385900596754538, + 0.9885404293586944, + 0.9550027699090833, + 0.9244009468904739, + 1.0365002828514067, + 1.032883107457862, + 1.0049531003586958, + 0.9938416222614777, + 0.9755214096734742, + 1.053074988224559, + 1.0165408864776693, + 0.9716379772569274, + 0.9394817774978654, + 0.8622924823332119, + 1.0276563689405496 + ] + ] + }, + "width": 128, + "in_features": 25, + "out_features": 2, + "depth": 4, + "padding": 50, + "parameters": 6505, + "cert_evals": { + "36": 0.5812274217605591, + "72": 0.4332129955291748, + "108": 0.27075812220573425, + "255": 0.07581227272748947 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_trisopterus_nucleus_2f/fold_2/result.json b/UCI_N4/ortho/runs/oocytes_trisopterus_nucleus_2f/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2781ff9184bea1534ddee2f1cdc26bb8fbabbb2d --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_trisopterus_nucleus_2f/fold_2/result.json @@ -0,0 +1,80 @@ +{ + "best_epoch": 13, + "best_val_acc": 0.7028985507246377, + "test_acc": 0.7051282051282052, + "train_size": 228, + "val_size": 138, + "test_size": 546, + "stats": { + "mean": [ + [ + -0.03544724921052656, + -0.03885949409210542, + -0.00817023697368415, + 0.051384859504385955, + 0.046574599692982555, + 0.04455862842105246, + 0.006319970219298388, + -0.042167378070175295, + -0.056997550482456076, + -0.04837222118421066, + 0.023236387807017467, + -0.018419659824561344, + 0.03327031526622804, + -0.03261339552631577, + 0.017033810526315828, + 0.026972617807017606, + -0.016002433162280727, + 0.07519383274999998, + -0.03613011021929823, + 0.0164577965789474, + 0.013493596793859773, + -0.02311588736842108, + 0.0705855121052632, + -0.038314935394736835, + 0.002846930162280715 + ] + ], + "std": [ + [ + 1.0173295399775188, + 1.0238875326302583, + 0.965332841080866, + 1.0357264688512589, + 1.0296595721628123, + 1.027217931369946, + 0.9273272720979442, + 1.0575953015661612, + 1.0282364738483871, + 1.0347456518954214, + 0.9384525467734931, + 0.9632166870693201, + 0.9301838169931504, + 0.9056571647388838, + 1.0051927672529442, + 0.961531287665366, + 0.9441957103814642, + 0.9064551199981514, + 0.8776461226812926, + 1.0213725987384084, + 0.997919302021147, + 0.9466852583005331, + 0.8271188054338252, + 0.8317555000647003, + 1.0271823239026208 + ] + ] + }, + "width": 128, + "in_features": 25, + "out_features": 2, + "depth": 4, + "padding": 50, + "parameters": 6505, + "cert_evals": { + "36": 0.5622710585594177, + "72": 0.43406593799591064, + "108": 0.3131868243217468, + "255": 0.06959707289934158 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_trisopterus_nucleus_2f/fold_3/result.json b/UCI_N4/ortho/runs/oocytes_trisopterus_nucleus_2f/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a2914a146d6482c17d2ee167109d4c7ba6d3611c --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_trisopterus_nucleus_2f/fold_3/result.json @@ -0,0 +1,80 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.6948051948051948, + "test_acc": 0.7113207547169811, + "train_size": 228, + "val_size": 154, + "test_size": 530, + "stats": { + "mean": [ + [ + -0.10959069377192993, + -0.09912143754385974, + -0.007162025008771894, + 0.06766152456140351, + 0.08831780850877229, + 0.08171766137061406, + 0.006699487456140278, + -0.07772155793859647, + -0.05998239798245609, + -0.07346038859649133, + -0.02367889968421067, + -0.005257190087719264, + 0.03324320991228074, + -0.048391179824561384, + 0.008669106403508755, + -0.045213709868421055, + -0.008913120438596496, + 0.02287917744298246, + -0.016604398201754404, + -0.0007747342105263451, + -0.06126861737280714, + -0.02565710350877192, + 0.05257332175438596, + -0.045432562719298235, + -0.0029558628640350784 + ] + ], + "std": [ + [ + 1.044732018887429, + 1.0625410440290517, + 1.0767800702099823, + 1.0282688245705722, + 1.08629241303742, + 1.0791696596464955, + 1.0159169319395265, + 1.053527399603391, + 0.9939044762321542, + 1.0659676193377676, + 0.9599515341324413, + 0.9624071800102462, + 0.902255701658811, + 0.882802488819804, + 0.992868117400491, + 0.976032726528656, + 0.9678528042797121, + 1.0363949239113746, + 0.9791104951035513, + 1.0023913562224034, + 0.9810108324803241, + 0.9401880345466065, + 0.8602452645459159, + 0.8427992005641717, + 1.0009607300230972 + ] + ] + }, + "width": 128, + "in_features": 25, + "out_features": 2, + "depth": 4, + "padding": 50, + "parameters": 6505, + "cert_evals": { + "36": 0.5528302192687988, + "72": 0.43396228551864624, + "108": 0.3207547068595886, + "255": 0.07547169923782349 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_trisopterus_states_5b/fold_0/result.json b/UCI_N4/ortho/runs/oocytes_trisopterus_states_5b/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e8ea26be390b0f1ebe54dcbe5b8be44ae012f063 --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_trisopterus_states_5b/fold_0/result.json @@ -0,0 +1,94 @@ +{ + "best_epoch": 41, + "best_val_acc": 0.875968992248062, + "test_acc": 0.8324324324324325, + "train_size": 228, + "val_size": 129, + "test_size": 555, + "stats": { + "mean": [ + [ + 0.07071967587719294, + -0.03126246473684206, + -0.05244502938596495, + 0.005148638640350878, + 0.12069938767543859, + -0.061311192850877064, + -0.05906930372807029, + -0.05115659995614045, + -0.13130431929824563, + -0.06720904710526317, + -0.05089102140350876, + -0.04616209415789476, + -0.008453429122807003, + 0.007494995967982444, + -0.045153931578947384, + 0.03200924100877193, + -0.0691457934210527, + -0.0009892403947368614, + 0.011054617807017532, + -0.029681514881578927, + 0.01884901570175438, + -0.046099180000000024, + 0.002979564210526361, + -0.0069296600877193516, + -0.01987498114035088, + 0.015903855074561355, + -0.12577492600877196, + -0.08353401973684217, + -0.05708607535087729, + -0.05055958596491232, + -0.04731587622807015, + -0.043790602412280666 + ] + ], + "std": [ + [ + 1.1161365921129287, + 1.019937304172635, + 0.917445075485345, + 0.922445163110283, + 1.1247212152662185, + 1.0142273750405912, + 1.013302866302, + 1.014864695381583, + 0.9032083969104956, + 0.9420860638513419, + 0.8878850299621215, + 0.9649792111481951, + 0.9283049848951963, + 0.9030510744389749, + 0.8595512938345663, + 0.9546310505717645, + 1.0275522247728062, + 0.9168016008396184, + 0.9413647122294537, + 0.8546868987355505, + 0.9932921290570054, + 1.0448863454946404, + 0.9301627049708955, + 0.9728030425741644, + 0.8334914560515586, + 0.9950352822299136, + 1.1288380460826624, + 1.0483897554983064, + 0.9912110826643573, + 0.972356775914115, + 0.9655364442120018, + 0.961757628464007 + ] + ] + }, + "width": 128, + "in_features": 32, + "out_features": 3, + "depth": 4, + "padding": 64, + "parameters": 10630, + "cert_evals": { + "36": 0.7981982231140137, + "72": 0.7567567825317383, + "108": 0.6972973346710205, + "255": 0.4450450539588928 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_trisopterus_states_5b/fold_1/result.json b/UCI_N4/ortho/runs/oocytes_trisopterus_states_5b/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..61e5f06e20086835a49079409bcf0a615eed773d --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_trisopterus_states_5b/fold_1/result.json @@ -0,0 +1,94 @@ +{ + "best_epoch": 50, + "best_val_acc": 0.94, + "test_acc": 0.9044943820224719, + "train_size": 228, + "val_size": 150, + "test_size": 534, + "stats": { + "mean": [ + [ + 0.042168793947368305, + -0.046661154824561395, + -0.07265519657894737, + -0.029048200219298256, + 0.09316957649122803, + -0.10222960131578947, + -0.10301473457017543, + -0.10802850458421065, + -0.0797967623684211, + -0.04103184833333331, + -0.03355091710526318, + -0.07929260306140361, + -0.01261704565789473, + 0.1506792193013158, + -0.04067907675438599, + 0.0143033318859649, + -0.10382837236842095, + -0.04084723513596495, + 0.09225491631578954, + -0.05923273439912277, + -0.01375305198245613, + -0.07187321360087723, + -0.04672014346491231, + 0.0815637618859649, + -0.05598073456140354, + -0.022079915539473673, + -0.09001919685526312, + -0.07580621197368419, + -0.062005388640350885, + -0.0598721951754386, + -0.05949153206140351, + -0.05830784473684211 + ] + ], + "std": [ + [ + 1.0200834248953377, + 0.9834883235416357, + 0.948382326692065, + 0.9422895148016912, + 1.0599930578421568, + 1.008102104687054, + 1.005532265621242, + 1.002425640615904, + 1.0281516449119859, + 0.9864372876535116, + 0.9216225867194346, + 1.0175930869712388, + 0.9515569597651118, + 0.8710927832245062, + 0.9090671548749089, + 0.9587815133966584, + 1.0094043299853246, + 0.9261778760996505, + 0.8474973900761839, + 0.9036382522123776, + 0.9766692441797213, + 1.0089134547001877, + 0.9564712615645998, + 0.8678207248562414, + 0.9118462619599206, + 0.9732947965073382, + 1.0611090895722666, + 1.015667914213523, + 0.9793114555387845, + 0.9657189087278202, + 0.9606198710213132, + 0.9585784664444565 + ] + ] + }, + "width": 128, + "in_features": 32, + "out_features": 3, + "depth": 4, + "padding": 64, + "parameters": 10630, + "cert_evals": { + "36": 0.8632959127426147, + "72": 0.8108614087104797, + "108": 0.7640449404716492, + "255": 0.43071162700653076 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_trisopterus_states_5b/fold_2/result.json b/UCI_N4/ortho/runs/oocytes_trisopterus_states_5b/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..60916593b9d06c6a279888aeb302f71943a61818 --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_trisopterus_states_5b/fold_2/result.json @@ -0,0 +1,94 @@ +{ + "best_epoch": 35, + "best_val_acc": 0.8870967741935484, + "test_acc": 0.8625, + "train_size": 228, + "val_size": 124, + "test_size": 560, + "stats": { + "mean": [ + [ + 0.003998914473684303, + -0.0213186002192983, + -0.017623903947368354, + -0.012337663596491195, + -0.017431074298245655, + -0.004555553359648964, + -0.004108547587719438, + -0.0009373696052630999, + -0.016608215043859648, + -0.03182528381578946, + -0.007421083684210486, + -0.005595805956140336, + -0.02646343394736844, + -0.03618650232456141, + -0.010698251315789472, + -0.030884499561403496, + 0.00945457565789471, + -0.009139434872807068, + -0.03419454758771928, + -0.008557029530701714, + -0.023951698464912213, + -0.004459117500000028, + -0.004532075570175454, + -0.017823669631578956, + 0.001388015307017533, + -0.0025814676008772044, + 0.025199284736842097, + -0.0031750307894736394, + -0.009545385219298277, + -0.011465425438596452, + -0.011802506973684268, + -0.012658367236842074 + ] + ], + "std": [ + [ + 0.97457074546984, + 1.0043257679235367, + 0.9742480751664327, + 0.9943971588575504, + 0.9581527150500696, + 0.9265467380337167, + 0.9264773239886217, + 0.9319494271687707, + 1.0333247779313135, + 0.920720050526615, + 0.9972315457748969, + 0.9339472735421078, + 0.994560651859279, + 0.9728161348895927, + 0.9675512654728273, + 1.0285831983370706, + 0.9503032539654157, + 0.9956226688351669, + 0.9764940921703851, + 0.9471557323877339, + 1.0287165906042777, + 0.9500178099607385, + 0.9876437160220987, + 0.9354692176608096, + 0.898511968634094, + 1.0286414971042166, + 0.9524777970147053, + 0.9772040913271117, + 0.9780996145454892, + 0.9792411013617204, + 0.9824128780686913, + 0.9861305066741933 + ] + ] + }, + "width": 128, + "in_features": 32, + "out_features": 3, + "depth": 4, + "padding": 64, + "parameters": 10630, + "cert_evals": { + "36": 0.8125, + "72": 0.7410714030265808, + "108": 0.6803571581840515, + "255": 0.4660714268684387 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/oocytes_trisopterus_states_5b/fold_3/result.json b/UCI_N4/ortho/runs/oocytes_trisopterus_states_5b/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..234f3480634537a9613802c08b75a73e8274b0b4 --- /dev/null +++ b/UCI_N4/ortho/runs/oocytes_trisopterus_states_5b/fold_3/result.json @@ -0,0 +1,94 @@ +{ + "best_epoch": 42, + "best_val_acc": 0.8769230769230769, + "test_acc": 0.8628158844765343, + "train_size": 228, + "val_size": 130, + "test_size": 554, + "stats": { + "mean": [ + [ + 0.19128086798245605, + -0.1545888153201755, + -0.1037753156140351, + -0.08390219271929829, + 0.19822772679824566, + -0.054646532894736755, + -0.05310007785087714, + -0.05312231039473688, + -0.09918999210526323, + -0.0755739785964912, + -0.07051384131578947, + -0.05881431096491246, + -0.07694789254385967, + 0.054556597587719274, + -0.06296629385964911, + -0.09344949605263154, + -0.05059881096491216, + -0.09314682412280695, + 0.050995198815789525, + -0.07107925399122803, + -0.13133097996491225, + -0.0199737169736841, + -0.08499977043859651, + 0.0665703333333333, + -0.06430988701754382, + -0.11358861070175429, + -0.20145491466228072, + -0.1672395333333333, + -0.13964623530701756, + -0.13065004122807017, + -0.1280007524122807, + -0.1254573030701754 + ] + ], + "std": [ + [ + 1.162459605948107, + 1.0220637257211564, + 0.9798271763297653, + 0.9281687716661429, + 1.1748679320520254, + 1.0338563715791989, + 1.0321846232991374, + 1.0330317193022602, + 1.0435830097086, + 0.9790515232110254, + 0.975207419353285, + 0.993634610991306, + 0.9186772145265852, + 0.9759927672870093, + 0.930549606138527, + 0.9430482289842438, + 1.0327123337266333, + 0.9392430037385824, + 0.9854560711615015, + 0.9600278149608173, + 0.9920638252884562, + 1.0141678876429923, + 0.9512802433446548, + 0.9952075820683842, + 0.911976129686222, + 0.9873548656001708, + 1.1909974471705074, + 1.0719478815576433, + 1.0152936018335244, + 0.9972868774145465, + 0.9919889419406073, + 0.9898458188922279 + ] + ] + }, + "width": 128, + "in_features": 32, + "out_features": 3, + "depth": 4, + "padding": 64, + "parameters": 10630, + "cert_evals": { + "36": 0.8104693293571472, + "72": 0.7599278092384338, + "108": 0.7021660804748535, + "255": 0.4530685842037201 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/optical/fold_0/result.json b/UCI_N4/ortho/runs/optical/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9a2c235892f233dda1fd99e7c657f64df7035529 --- /dev/null +++ b/UCI_N4/ortho/runs/optical/fold_0/result.json @@ -0,0 +1,154 @@ +{ + "best_epoch": 62, + "best_val_acc": 0.9580602883355177, + "test_acc": 0.9470588235294117, + "train_size": 1797, + "val_size": 763, + "test_size": 3060, + "stats": { + "mean": [ + [ + 1.3856427249732343e-07, + 3.522537559932238e-07, + 2.0200333923407371e-07, + -2.1090706664453654e-08, + 9.079577074147025e-07, + -3.7840846155241325e-08, + 1.0016694480800053e-07, + -3.839732929460532e-08, + -2.052531986360973e-07, + 5.736227047582848e-07, + -5.392877018977476e-07, + 3.446855866850716e-07, + 7.471897606570201e-07, + 6.366165789100185e-08, + 6.343906503950533e-08, + 1.6082360320555245e-08, + -1.2743461284050804e-07, + -1.040734557545233e-06, + -8.755926547578072e-07, + -3.578185863301285e-07, + 7.332220366643227e-07, + -3.0194769109244466e-07, + 7.790762325825424e-08, + 7.345575957029862e-08, + -7.23984418536337e-07, + 9.154145797987881e-07, + 1.1503060657291822e-06, + 5.397885364376055e-07, + 9.892598776549736e-07, + 1.3388981694693205e-07, + -1.4245965993065702e-08, + 0.0, + 9.849749597322357e-08, + -3.005008345580917e-07, + -1.252309404487717e-06, + 1.1563717317173418e-07, + 2.612687813142242e-07, + -2.1246521999465225e-07, + 2.181413434127969e-08, + 2.5598219080391046e-08, + 8.095715080714013e-07, + 2.046967167367694e-06, + 7.488035611850296e-07, + -5.36338341615376e-07, + 2.2593210867774937e-07, + 1.391208119443866e-09, + 2.1146353474234786e-09, + -9.627156351675032e-08, + 7.974401797152621e-08, + -4.3405676095586467e-07, + 4.762938228768179e-07, + -1.1801335560497857e-06, + -1.2314969337031567e-07, + -1.9309961105232408e-07, + -3.3611575048358445e-08, + 2.036727886363881e-07, + 1.463550362828589e-07, + 1.4123539216025922e-07, + 2.2092376161315588e-07, + -2.9421257666669716e-07, + 1.7028380694169436e-07, + -7.623817643177156e-08 + ] + ], + "std": [ + [ + 0.9997215438361656, + 0.9997210922060588, + 0.9997214681131235, + 0.999721655854133, + 0.9997208475841785, + 0.9997219821124261, + 0.9997214930298326, + 0.999721057794131, + 0.9997217596240401, + 0.9997225746036739, + 0.9997210224417119, + 0.9997227576971818, + 0.9997229351930221, + 0.9997215956873193, + 0.9997211331602884, + 0.9997230207039172, + 0.9997217447316874, + 0.9997210018360171, + 0.9997222723850343, + 0.9997221108286501, + 0.9997214178114493, + 0.9997217647676936, + 0.9997224408130486, + 0.9997228003545515, + 0.9997209577711167, + 0.9997232788951946, + 0.9997216619853025, + 0.9997205909299596, + 0.9997219977968902, + 0.9997221075144335, + 0.9997206041402685, + 1.0, + 0.9997216910380222, + 0.9997220629734219, + 0.999722192628859, + 0.9997216259221229, + 0.9997236467717389, + 0.999721912949805, + 0.9997216048405073, + 0.9997213735793822, + 0.9997214679760645, + 0.9997208302277274, + 0.9997210543542098, + 0.9997230984585895, + 0.9997218857870922, + 0.9997212960295644, + 0.9997215938175112, + 0.9997221985317171, + 0.999722021899587, + 0.999721725627861, + 0.9997220060267005, + 0.9997218313197827, + 0.9997214196784353, + 0.9997219309011688, + 0.9997206139806237, + 0.9997218079331756, + 0.9997220886750577, + 0.9997214372339108, + 0.9997213277413262, + 0.999722450536975, + 0.9997220499516833, + 0.9997216929328724 + ] + ] + }, + "width": 256, + "in_features": 62, + "out_features": 10, + "depth": 4, + "padding": 124, + "parameters": 40065, + "cert_evals": { + "36": 0.9375817179679871, + "72": 0.9212418794631958, + "108": 0.9042484164237976, + "255": 0.7565359473228455 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/optical/fold_1/result.json b/UCI_N4/ortho/runs/optical/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f273f733d0bf794fbb2125a1d92498b38c1db4b4 --- /dev/null +++ b/UCI_N4/ortho/runs/optical/fold_1/result.json @@ -0,0 +1,154 @@ +{ + "best_epoch": 49, + "best_val_acc": 0.9530026109660574, + "test_acc": 0.9509322865554465, + "train_size": 1797, + "val_size": 766, + "test_size": 3057, + "stats": { + "mean": [ + [ + 1.3856427249732343e-07, + 3.522537559932238e-07, + 2.0200333923407371e-07, + -2.1090706664453654e-08, + 9.079577074147025e-07, + -3.7840846155241325e-08, + 1.0016694480800053e-07, + -3.839732929460532e-08, + -2.052531986360973e-07, + 5.736227047582848e-07, + -5.392877018977476e-07, + 3.446855866850716e-07, + 7.471897606570201e-07, + 6.366165789100185e-08, + 6.343906503950533e-08, + 1.6082360320555245e-08, + -1.2743461284050804e-07, + -1.040734557545233e-06, + -8.755926547578072e-07, + -3.578185863301285e-07, + 7.332220366643227e-07, + -3.0194769109244466e-07, + 7.790762325825424e-08, + 7.345575957029862e-08, + -7.23984418536337e-07, + 9.154145797987881e-07, + 1.1503060657291822e-06, + 5.397885364376055e-07, + 9.892598776549736e-07, + 1.3388981694693205e-07, + -1.4245965993065702e-08, + 0.0, + 9.849749597322357e-08, + -3.005008345580917e-07, + -1.252309404487717e-06, + 1.1563717317173418e-07, + 2.612687813142242e-07, + -2.1246521999465225e-07, + 2.181413434127969e-08, + 2.5598219080391046e-08, + 8.095715080714013e-07, + 2.046967167367694e-06, + 7.488035611850296e-07, + -5.36338341615376e-07, + 2.2593210867774937e-07, + 1.391208119443866e-09, + 2.1146353474234786e-09, + -9.627156351675032e-08, + 7.974401797152621e-08, + -4.3405676095586467e-07, + 4.762938228768179e-07, + -1.1801335560497857e-06, + -1.2314969337031567e-07, + -1.9309961105232408e-07, + -3.3611575048358445e-08, + 2.036727886363881e-07, + 1.463550362828589e-07, + 1.4123539216025922e-07, + 2.2092376161315588e-07, + -2.9421257666669716e-07, + 1.7028380694169436e-07, + -7.623817643177156e-08 + ] + ], + "std": [ + [ + 0.9997215438361656, + 0.9997210922060588, + 0.9997214681131235, + 0.999721655854133, + 0.9997208475841785, + 0.9997219821124261, + 0.9997214930298326, + 0.999721057794131, + 0.9997217596240401, + 0.9997225746036739, + 0.9997210224417119, + 0.9997227576971818, + 0.9997229351930221, + 0.9997215956873193, + 0.9997211331602884, + 0.9997230207039172, + 0.9997217447316874, + 0.9997210018360171, + 0.9997222723850343, + 0.9997221108286501, + 0.9997214178114493, + 0.9997217647676936, + 0.9997224408130486, + 0.9997228003545515, + 0.9997209577711167, + 0.9997232788951946, + 0.9997216619853025, + 0.9997205909299596, + 0.9997219977968902, + 0.9997221075144335, + 0.9997206041402685, + 1.0, + 0.9997216910380222, + 0.9997220629734219, + 0.999722192628859, + 0.9997216259221229, + 0.9997236467717389, + 0.999721912949805, + 0.9997216048405073, + 0.9997213735793822, + 0.9997214679760645, + 0.9997208302277274, + 0.9997210543542098, + 0.9997230984585895, + 0.9997218857870922, + 0.9997212960295644, + 0.9997215938175112, + 0.9997221985317171, + 0.999722021899587, + 0.999721725627861, + 0.9997220060267005, + 0.9997218313197827, + 0.9997214196784353, + 0.9997219309011688, + 0.9997206139806237, + 0.9997218079331756, + 0.9997220886750577, + 0.9997214372339108, + 0.9997213277413262, + 0.999722450536975, + 0.9997220499516833, + 0.9997216929328724 + ] + ] + }, + "width": 256, + "in_features": 62, + "out_features": 10, + "depth": 4, + "padding": 124, + "parameters": 40065, + "cert_evals": { + "36": 0.9391560554504395, + "72": 0.9231272339820862, + "108": 0.902191698551178, + "255": 0.7654563188552856 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/optical/fold_2/result.json b/UCI_N4/ortho/runs/optical/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6f2b44def8d2e06a1230fc58409ff536678d3c02 --- /dev/null +++ b/UCI_N4/ortho/runs/optical/fold_2/result.json @@ -0,0 +1,154 @@ +{ + "best_epoch": 50, + "best_val_acc": 0.9600532623169108, + "test_acc": 0.9482421875, + "train_size": 1797, + "val_size": 751, + "test_size": 3072, + "stats": { + "mean": [ + [ + 1.3856427249732343e-07, + 3.522537559932238e-07, + 2.0200333923407371e-07, + -2.1090706664453654e-08, + 9.079577074147025e-07, + -3.7840846155241325e-08, + 1.0016694480800053e-07, + -3.839732929460532e-08, + -2.052531986360973e-07, + 5.736227047582848e-07, + -5.392877018977476e-07, + 3.446855866850716e-07, + 7.471897606570201e-07, + 6.366165789100185e-08, + 6.343906503950533e-08, + 1.6082360320555245e-08, + -1.2743461284050804e-07, + -1.040734557545233e-06, + -8.755926547578072e-07, + -3.578185863301285e-07, + 7.332220366643227e-07, + -3.0194769109244466e-07, + 7.790762325825424e-08, + 7.345575957029862e-08, + -7.23984418536337e-07, + 9.154145797987881e-07, + 1.1503060657291822e-06, + 5.397885364376055e-07, + 9.892598776549736e-07, + 1.3388981694693205e-07, + -1.4245965993065702e-08, + 0.0, + 9.849749597322357e-08, + -3.005008345580917e-07, + -1.252309404487717e-06, + 1.1563717317173418e-07, + 2.612687813142242e-07, + -2.1246521999465225e-07, + 2.181413434127969e-08, + 2.5598219080391046e-08, + 8.095715080714013e-07, + 2.046967167367694e-06, + 7.488035611850296e-07, + -5.36338341615376e-07, + 2.2593210867774937e-07, + 1.391208119443866e-09, + 2.1146353474234786e-09, + -9.627156351675032e-08, + 7.974401797152621e-08, + -4.3405676095586467e-07, + 4.762938228768179e-07, + -1.1801335560497857e-06, + -1.2314969337031567e-07, + -1.9309961105232408e-07, + -3.3611575048358445e-08, + 2.036727886363881e-07, + 1.463550362828589e-07, + 1.4123539216025922e-07, + 2.2092376161315588e-07, + -2.9421257666669716e-07, + 1.7028380694169436e-07, + -7.623817643177156e-08 + ] + ], + "std": [ + [ + 0.9997215438361656, + 0.9997210922060588, + 0.9997214681131235, + 0.999721655854133, + 0.9997208475841785, + 0.9997219821124261, + 0.9997214930298326, + 0.999721057794131, + 0.9997217596240401, + 0.9997225746036739, + 0.9997210224417119, + 0.9997227576971818, + 0.9997229351930221, + 0.9997215956873193, + 0.9997211331602884, + 0.9997230207039172, + 0.9997217447316874, + 0.9997210018360171, + 0.9997222723850343, + 0.9997221108286501, + 0.9997214178114493, + 0.9997217647676936, + 0.9997224408130486, + 0.9997228003545515, + 0.9997209577711167, + 0.9997232788951946, + 0.9997216619853025, + 0.9997205909299596, + 0.9997219977968902, + 0.9997221075144335, + 0.9997206041402685, + 1.0, + 0.9997216910380222, + 0.9997220629734219, + 0.999722192628859, + 0.9997216259221229, + 0.9997236467717389, + 0.999721912949805, + 0.9997216048405073, + 0.9997213735793822, + 0.9997214679760645, + 0.9997208302277274, + 0.9997210543542098, + 0.9997230984585895, + 0.9997218857870922, + 0.9997212960295644, + 0.9997215938175112, + 0.9997221985317171, + 0.999722021899587, + 0.999721725627861, + 0.9997220060267005, + 0.9997218313197827, + 0.9997214196784353, + 0.9997219309011688, + 0.9997206139806237, + 0.9997218079331756, + 0.9997220886750577, + 0.9997214372339108, + 0.9997213277413262, + 0.999722450536975, + 0.9997220499516833, + 0.9997216929328724 + ] + ] + }, + "width": 256, + "in_features": 62, + "out_features": 10, + "depth": 4, + "padding": 124, + "parameters": 40065, + "cert_evals": { + "36": 0.9368489980697632, + "72": 0.9186198115348816, + "108": 0.8997396230697632, + "255": 0.767578125 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/optical/fold_3/result.json b/UCI_N4/ortho/runs/optical/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ec457dbb85aa2210abcef88b50665de9dd796d3f --- /dev/null +++ b/UCI_N4/ortho/runs/optical/fold_3/result.json @@ -0,0 +1,154 @@ +{ + "best_epoch": 60, + "best_val_acc": 0.9510204081632653, + "test_acc": 0.9507772020725389, + "train_size": 1797, + "val_size": 735, + "test_size": 3088, + "stats": { + "mean": [ + [ + 1.3856427249732343e-07, + 3.522537559932238e-07, + 2.0200333923407371e-07, + -2.1090706664453654e-08, + 9.079577074147025e-07, + -3.7840846155241325e-08, + 1.0016694480800053e-07, + -3.839732929460532e-08, + -2.052531986360973e-07, + 5.736227047582848e-07, + -5.392877018977476e-07, + 3.446855866850716e-07, + 7.471897606570201e-07, + 6.366165789100185e-08, + 6.343906503950533e-08, + 1.6082360320555245e-08, + -1.2743461284050804e-07, + -1.040734557545233e-06, + -8.755926547578072e-07, + -3.578185863301285e-07, + 7.332220366643227e-07, + -3.0194769109244466e-07, + 7.790762325825424e-08, + 7.345575957029862e-08, + -7.23984418536337e-07, + 9.154145797987881e-07, + 1.1503060657291822e-06, + 5.397885364376055e-07, + 9.892598776549736e-07, + 1.3388981694693205e-07, + -1.4245965993065702e-08, + 0.0, + 9.849749597322357e-08, + -3.005008345580917e-07, + -1.252309404487717e-06, + 1.1563717317173418e-07, + 2.612687813142242e-07, + -2.1246521999465225e-07, + 2.181413434127969e-08, + 2.5598219080391046e-08, + 8.095715080714013e-07, + 2.046967167367694e-06, + 7.488035611850296e-07, + -5.36338341615376e-07, + 2.2593210867774937e-07, + 1.391208119443866e-09, + 2.1146353474234786e-09, + -9.627156351675032e-08, + 7.974401797152621e-08, + -4.3405676095586467e-07, + 4.762938228768179e-07, + -1.1801335560497857e-06, + -1.2314969337031567e-07, + -1.9309961105232408e-07, + -3.3611575048358445e-08, + 2.036727886363881e-07, + 1.463550362828589e-07, + 1.4123539216025922e-07, + 2.2092376161315588e-07, + -2.9421257666669716e-07, + 1.7028380694169436e-07, + -7.623817643177156e-08 + ] + ], + "std": [ + [ + 0.9997215438361656, + 0.9997210922060588, + 0.9997214681131235, + 0.999721655854133, + 0.9997208475841785, + 0.9997219821124261, + 0.9997214930298326, + 0.999721057794131, + 0.9997217596240401, + 0.9997225746036739, + 0.9997210224417119, + 0.9997227576971818, + 0.9997229351930221, + 0.9997215956873193, + 0.9997211331602884, + 0.9997230207039172, + 0.9997217447316874, + 0.9997210018360171, + 0.9997222723850343, + 0.9997221108286501, + 0.9997214178114493, + 0.9997217647676936, + 0.9997224408130486, + 0.9997228003545515, + 0.9997209577711167, + 0.9997232788951946, + 0.9997216619853025, + 0.9997205909299596, + 0.9997219977968902, + 0.9997221075144335, + 0.9997206041402685, + 1.0, + 0.9997216910380222, + 0.9997220629734219, + 0.999722192628859, + 0.9997216259221229, + 0.9997236467717389, + 0.999721912949805, + 0.9997216048405073, + 0.9997213735793822, + 0.9997214679760645, + 0.9997208302277274, + 0.9997210543542098, + 0.9997230984585895, + 0.9997218857870922, + 0.9997212960295644, + 0.9997215938175112, + 0.9997221985317171, + 0.999722021899587, + 0.999721725627861, + 0.9997220060267005, + 0.9997218313197827, + 0.9997214196784353, + 0.9997219309011688, + 0.9997206139806237, + 0.9997218079331756, + 0.9997220886750577, + 0.9997214372339108, + 0.9997213277413262, + 0.999722450536975, + 0.9997220499516833, + 0.9997216929328724 + ] + ] + }, + "width": 256, + "in_features": 62, + "out_features": 10, + "depth": 4, + "padding": 124, + "parameters": 40065, + "cert_evals": { + "36": 0.9404144883155823, + "72": 0.9245465993881226, + "108": 0.9057642221450806, + "255": 0.7700777053833008 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ozone/fold_0/result.json b/UCI_N4/ortho/runs/ozone/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bb2fc137e7741938f7e96eea8732e72ed8eb6185 --- /dev/null +++ b/UCI_N4/ortho/runs/ozone/fold_0/result.json @@ -0,0 +1,174 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.9303621169916435, + "test_acc": 0.9066753078418665, + "train_size": 634, + "val_size": 359, + "test_size": 1543, + "stats": { + "mean": [ + [ + -0.003832208201892918, + -0.005418530378548824, + -0.010179585331230298, + -0.007282815457413272, + -0.012684214511040823, + -0.016161820820189455, + 0.002799892586751031, + 0.0019220082018927972, + -0.018512049842271346, + 0.005907482334384807, + -0.007494815457413195, + -0.025883145425867744, + -0.03184079188958992, + -0.019569813880126137, + -0.027278735331230344, + -0.03046446009463729, + -0.011907895583595755, + -0.007346252618296485, + -0.02668136640378576, + -0.06587051593059931, + -0.049409756782334495, + -0.07125564747634061, + -0.0656345313880127, + -0.07421817728706603, + -0.009998679968454185, + -0.0262489938485801, + -0.021923096214510832, + -0.0190336230283913, + -0.018218104037854982, + -0.016821850378548945, + -0.020884196703469835, + -0.020929776435331872, + -0.021766428958990638, + -0.02181745849999988, + -0.020616926908517234, + -0.02164594619873821, + -0.027880692514195553, + -0.03721009403785469, + -0.03371047791798095, + -0.0357276862940851, + -0.03981797839116743, + -0.04135431316246058, + -0.0396969034069403, + -0.04041245388012638, + -0.03959258725552049, + -0.035369640788643436, + -0.0329854148107256, + -0.037678351135646625, + -0.029864726656151485, + -0.030806835126182992, + -0.03040135176656141, + -0.02955822337539437, + -0.0004082835646687658, + 0.03179852176656152, + -0.030195180984227132, + -0.04001496272870659, + 0.026779878261829634, + -0.004116586119873863, + -0.0023215491955836005, + -0.024096858706624612, + -0.03674826619400633, + 0.02543307507728708, + -0.005538621608832797, + 0.01184614798107252, + -0.02897714377507889, + -0.008931562263406941, + 0.023499008943217683, + 0.017402507271293364, + 0.0359555768138801, + 0.023836606309148266, + -0.0014779406940063293, + -0.008649845488958915 + ] + ], + "std": [ + [ + 1.0253346653541646, + 0.9970790367473195, + 1.0038692152439912, + 0.9938232451774182, + 0.9892173701948798, + 0.9911118430754786, + 1.017791120532591, + 0.9932864022974621, + 0.9902464436046423, + 1.000185178231482, + 1.0011696264611658, + 0.986480392675615, + 0.9730802318969383, + 0.9778181923701852, + 0.9836970027189096, + 0.9750118443336364, + 0.9792780834573579, + 0.9880149185292257, + 0.9781480670848659, + 0.9690310973910427, + 0.9891508690776625, + 0.9800473244857659, + 0.9719895753152141, + 0.9862159945987059, + 1.000643505337353, + 0.98774444392728, + 1.0016087509397211, + 0.9981176722651791, + 0.9943416662612424, + 0.9911189659544083, + 0.9910342795958328, + 0.9946798944092399, + 0.9963025407021763, + 0.9986420543916559, + 1.0050901822096001, + 1.006920701444179, + 1.0106377164264517, + 1.0193709910492683, + 1.0139900979553602, + 1.0114902226706495, + 1.0154408973720759, + 1.0202202440190384, + 1.0187333506565903, + 1.0188947379912598, + 1.0238829760328585, + 1.0216807530782095, + 1.0172760501580516, + 1.019296401406438, + 1.0121202260566657, + 1.0092598657183676, + 1.0163059965288948, + 1.0075443434312203, + 0.9544054418118135, + 0.959178459050877, + 0.9653248526530249, + 0.9812633263036802, + 0.9443343196371533, + 0.9785419366403552, + 0.9938503050835839, + 0.9399729974257295, + 1.0017571374847212, + 0.9409064434936084, + 0.9699516997787144, + 1.0227411928766736, + 0.9603064531854989, + 0.9989953512934372, + 0.9473740110075154, + 0.9448230205985104, + 0.9456688250252197, + 0.942484207617471, + 1.0193030273935935, + 0.9279161878664934 + ] + ] + }, + "width": 256, + "in_features": 72, + "out_features": 2, + "depth": 4, + "padding": 144, + "parameters": 52565, + "cert_evals": { + "36": 0.8852883577346802, + "72": 0.8561244010925293, + "108": 0.8250161409378052, + "255": 0.6740116477012634 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ozone/fold_1/result.json b/UCI_N4/ortho/runs/ozone/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3ce3d4c864c694be5bc9d857db885bf353050b19 --- /dev/null +++ b/UCI_N4/ortho/runs/ozone/fold_1/result.json @@ -0,0 +1,174 @@ +{ + "best_epoch": 35, + "best_val_acc": 0.9181141439205955, + "test_acc": 0.9266177451634423, + "train_size": 634, + "val_size": 403, + "test_size": 1499, + "stats": { + "mean": [ + [ + 0.03792215394321758, + 0.05303702501577294, + 0.055938417665614755, + 0.045617302050472784, + 0.021353089905362888, + 0.020145928075709717, + 0.0154306208201896, + 0.022261120504731842, + 0.020515404258675263, + -0.006392122712933948, + -0.018915373501577255, + -0.01732013391167209, + -0.017668103968454255, + -0.006586070347003194, + -0.016273178391167133, + -0.009117565772870817, + -0.006092351104100761, + -0.004906137602523564, + -0.015032467823343948, + -0.009775977760252257, + -0.0028146921135643894, + -0.014031686908517228, + -0.025870736750788572, + -0.018697430914826393, + 0.012961191798107244, + 0.01047141529968471, + 0.018777906104101107, + 0.026551687539432215, + 0.020844408675078762, + 0.023819117413249064, + 0.023811730189274537, + 0.019894168675078563, + 0.021038747192428944, + 0.02314655241798127, + 0.028341015741325026, + 0.024617651403785426, + 0.01178393461514206, + 0.014336364637223941, + 0.016739142365930756, + 0.012312654178627935, + 0.028485125615141934, + 0.019114635623028217, + 0.013634379747634108, + 0.008062478817034518, + 0.009352700126182908, + 0.012544397728706748, + 0.01817721485804401, + 0.017917969968454316, + 0.021168408769716013, + 0.023414116261829713, + 0.014830201829653165, + 0.02222035735015768, + 0.026335983533123025, + 0.0094259924290221, + -0.007603148958990523, + 0.0009938357413249734, + 0.005802570088328026, + 0.026215337223974716, + 0.038780452492113614, + -0.022953927902208182, + 0.031207762034700385, + 0.017113763779179843, + 0.04147194542586757, + 0.04368782463722394, + 0.01750911003659304, + 0.03434608705047321, + 0.009342367476340697, + 0.024773590962145133, + 0.004409446561514154, + 0.005585798107255572, + 0.00011378753943216802, + 0.0765020130757091 + ] + ], + "std": [ + [ + 1.03736363563334, + 1.041421531442326, + 1.0267865270755487, + 1.0121442820993367, + 1.008293110256913, + 1.01873498921806, + 1.0118066495461369, + 0.982292246248336, + 0.979405861495792, + 0.9688780031821314, + 0.9652773998745313, + 0.9694491321671315, + 0.9531773775158731, + 0.9580862657893832, + 0.9577664681306315, + 0.9623544801742809, + 0.975601277571152, + 0.9832052078314656, + 0.990296487656043, + 0.9755842570008628, + 0.9865540245890023, + 0.962851713833088, + 0.9566628208998662, + 0.9468020657890054, + 0.9742316163334963, + 0.9645422392473766, + 1.0027685912228592, + 0.9966208972539959, + 0.999182931601029, + 0.9948819423856855, + 0.9946336959149308, + 0.994301681069435, + 0.9956026583826234, + 0.9930511866663474, + 0.9890478651750041, + 0.994199597668802, + 1.0023859350650413, + 1.000426145687874, + 1.0003652424842289, + 1.0064232470420955, + 0.9992643537317858, + 1.005945961042932, + 1.0059460570896996, + 1.0088514720728148, + 1.0098664378887052, + 1.0086576841526969, + 1.0071224688030078, + 1.0065893694520875, + 1.003072381839363, + 1.0009275382343648, + 1.0031288456338048, + 1.001641400063109, + 0.9717690232361939, + 0.9645442990237298, + 1.0599901264777962, + 0.9668729591901228, + 0.9848003020040621, + 0.9858228202928896, + 0.9910100230003203, + 1.033854568614186, + 1.023206024569695, + 0.9609138694597942, + 0.9763937113178477, + 1.0499365812704335, + 1.002074911190731, + 1.0401611909032527, + 0.9829420247883154, + 0.9775076034950193, + 0.9858571161451036, + 0.98438894199897, + 0.9570620772827372, + 1.2319088901760018 + ] + ] + }, + "width": 256, + "in_features": 72, + "out_features": 2, + "depth": 4, + "padding": 144, + "parameters": 52565, + "cert_evals": { + "36": 0.9046030640602112, + "72": 0.880587100982666, + "108": 0.8559039831161499, + "255": 0.7518345713615417 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ozone/fold_2/result.json b/UCI_N4/ortho/runs/ozone/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..038a87d5d9bcbe1ab165000b707a2badedc2568f --- /dev/null +++ b/UCI_N4/ortho/runs/ozone/fold_2/result.json @@ -0,0 +1,174 @@ +{ + "best_epoch": 14, + "best_val_acc": 0.9373368146214099, + "test_acc": 0.9163923633969717, + "train_size": 634, + "val_size": 383, + "test_size": 1519, + "stats": { + "mean": [ + [ + -0.026519395110410078, + -0.020519656719242864, + -0.03856912839116702, + -0.016610770662460427, + -0.02360172176656157, + -0.0062361091482649456, + 0.006315673186120061, + 0.008122894006309216, + 0.019828661829653038, + 0.023493720820189235, + 0.028398340063091426, + 0.037658466246056704, + 0.03720359796845454, + 0.01712326940063089, + 0.010629502208201842, + 0.016920019873816996, + 0.004836936277602788, + 0.008885449716088383, + 0.004271558517350052, + -0.013732781230283674, + -0.003293864984227115, + -0.0059959652996845044, + 0.02009481703470032, + 0.012495374763406907, + 0.026107515615142074, + 0.0048866673501578506, + -7.10347318611639e-05, + 0.004620787066245969, + 0.006923117208201871, + 0.007044452050473267, + 0.0017660842902208816, + 0.0005843353627757844, + 0.0024381367823343115, + 0.01260079149999998, + 0.027790525930599275, + 0.03580574296529951, + 0.044962928378549, + 0.03849109044164033, + 0.031017723895899216, + 0.014714712648895947, + 0.020249673911671977, + 0.01992396563091474, + 0.00854246886435317, + 0.010404890378548888, + 0.0019442098422712223, + -0.005629299589905388, + 0.0006738145583594855, + -0.006554089621451123, + -0.0014963604731860216, + -0.004724123485804328, + 0.03185038192429032, + 0.017040701072555207, + -0.016917529684542604, + -0.01635350962145107, + 0.03180636989905358, + -0.028097102381703456, + -0.02487774311041013, + -0.024357788801261843, + 0.010347320820189253, + 0.023048282129337568, + -0.0404586584542587, + -0.01956875883911673, + -0.015517057255520493, + -0.042936753533123054, + 0.016056352455205057, + 0.0006885119637224163, + -0.017713837870662472, + 0.00866661981072551, + -0.011936950630914838, + -0.019579047318612028, + 0.010573428391167213, + 0.013769920457413393 + ] + ], + "std": [ + [ + 0.9824246191960648, + 0.9460660479955723, + 0.9414137117810848, + 0.9563951332641849, + 0.9542747430368088, + 0.9649020128187702, + 0.9480302958839442, + 0.9695925595005404, + 0.9508962724118688, + 0.9324002792481486, + 0.9491098110835717, + 0.9593993759599093, + 0.9708845814409902, + 0.9746076150662417, + 0.9730830926818287, + 0.9705828418121233, + 0.9678944356517812, + 0.9787918055436075, + 0.9871395323030632, + 0.988799836722974, + 1.0088712263265718, + 1.027651048121395, + 1.0110542737448385, + 1.014655075557104, + 0.9527254870773569, + 0.9499284788193443, + 0.9739892346448356, + 0.9717415422572252, + 0.9710591664892269, + 0.9720523397095961, + 0.9743931633453154, + 0.9750560919142672, + 0.9732640281425894, + 0.9694138817789562, + 0.9591766148620566, + 0.9523484366096532, + 0.9426339173138096, + 0.9489336834494043, + 0.9510992266164007, + 0.9608960530293392, + 0.9501293475748765, + 0.950793971802449, + 0.9575052033489578, + 0.9516958236697296, + 0.9607004557781494, + 0.9650164347980471, + 0.9627072697949259, + 0.9664615907966804, + 0.9637912770104232, + 0.9634717474587103, + 0.9445789095634398, + 0.9512185629902784, + 0.9929982903986023, + 0.9911801208163777, + 1.0345096377862717, + 1.015804013333407, + 1.0429149112118707, + 0.9641031908608965, + 0.9736098232781243, + 0.9944177175712005, + 1.0241007437497402, + 1.0365807493549954, + 0.9939798656902995, + 0.9703197880729728, + 0.9618026775337026, + 1.0327802384943932, + 1.0325597261783583, + 0.978275118853774, + 1.0112531906719258, + 1.0439400654735873, + 1.021812320404611, + 1.0812409348018392 + ] + ] + }, + "width": 256, + "in_features": 72, + "out_features": 2, + "depth": 4, + "padding": 144, + "parameters": 52565, + "cert_evals": { + "36": 0.9012507796287537, + "72": 0.8788676261901855, + "108": 0.8439762592315674, + "255": 0.7188940048217773 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ozone/fold_3/result.json b/UCI_N4/ortho/runs/ozone/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4d00cbd847615ccce33dc0472a75c5cb6e829a69 --- /dev/null +++ b/UCI_N4/ortho/runs/ozone/fold_3/result.json @@ -0,0 +1,174 @@ +{ + "best_epoch": 16, + "best_val_acc": 0.9557739557739557, + "test_acc": 0.9157190635451505, + "train_size": 634, + "val_size": 407, + "test_size": 1495, + "stats": { + "mean": [ + [ + 0.0414219129337539, + 0.04560815454258686, + 0.034397147160883365, + 0.020956117823343955, + 0.024564269400630924, + 0.0005553069400630991, + 0.016602504416403943, + 0.0062627359621451415, + -0.0031757522082018035, + -0.013944516088328245, + 0.0037218815457413378, + -0.020531244637224017, + -0.012975684929022045, + -0.015335962460567969, + 0.0022576992113565006, + 0.01988752665615142, + 0.025492129968454638, + 0.02310144264984224, + 0.03577952003154558, + 0.03828845977918, + 0.04090566182965307, + 0.016406487381703586, + 0.032255133596214486, + 0.055611245425867664, + 0.025829820504732027, + 0.017592141324921318, + 0.08482513250788633, + 0.08251534022082004, + 0.0806660400000002, + 0.0797597929968453, + 0.07844461148265003, + 0.07577048630914786, + 0.07816740391167189, + 0.07698375904258688, + 0.07839980914826507, + 0.07030392544164019, + 0.07335677605520505, + 0.07059885154574139, + 0.05749520764984241, + 0.05839240802768149, + 0.04884538044164021, + 0.057599388186119704, + 0.06056710167192429, + 0.05068962059936886, + 0.04918662220820182, + 0.05663887050473197, + 0.052981187223974706, + 0.05271488757097796, + 0.05998731700315455, + 0.058964341198738154, + 0.062026943990536335, + 0.06406211694006311, + 0.04476776665615138, + 0.04366600899053627, + 0.0071440257350158225, + 0.01720357881703467, + 0.02547216375078862, + 0.03767682965299683, + 0.005417277176656162, + -0.021366308296529912, + 0.014681808124605667, + 0.02665934194006316, + 0.0029629283911672116, + 0.04136874888012618, + -0.03195372262365931, + 0.02910725921924289, + 0.04066335638801264, + 0.040631754242902225, + 0.0663199716719243, + 0.022615533123028518, + -0.003297019858044126, + 0.04436952356466899 + ] + ], + "std": [ + [ + 1.0105987107179513, + 1.0154217840142559, + 1.0127704333239322, + 1.0250915526181619, + 1.0277899782078663, + 0.982162687271895, + 1.0035414511934382, + 0.9904593990260483, + 0.9663940188769403, + 0.9541638919218064, + 0.9616077277788638, + 0.9585349634260687, + 0.9525169153591942, + 0.9428065740578456, + 0.9687530001209573, + 0.9662943308105892, + 0.9592234004298692, + 0.979716475995095, + 0.9819854494212729, + 0.9839277847661497, + 1.002027685561712, + 0.9811382213240143, + 0.9801878541507797, + 0.9886132720669727, + 0.9572863825752432, + 0.9684473114507368, + 0.9458197712036189, + 0.9493043352225052, + 0.9536886787314945, + 0.9542388565417081, + 0.9568724214982696, + 0.9604182963982565, + 0.9628743223078909, + 0.969739870388791, + 0.9658420669879488, + 0.9663588514066725, + 0.9591914227782425, + 0.9566142593514982, + 0.9604271978550112, + 0.9572841356250656, + 0.9637592188968211, + 0.9567941828689348, + 0.9518409084669301, + 0.9583057006169418, + 0.9626024487496594, + 0.9611581570635215, + 0.9675755641595767, + 0.9693064339918899, + 0.9677848038214554, + 0.9725856655911815, + 0.9492806747367527, + 0.9580864580842854, + 0.9617728581830496, + 0.987791465119004, + 0.96105048335759, + 0.9739101949627368, + 0.9441015562727774, + 0.9653034478263104, + 0.988889321396684, + 0.9934946660414279, + 1.0125052771005791, + 0.9411383407966065, + 0.9598305998600601, + 0.9901272334268524, + 0.9825753191497685, + 1.0224810066711563, + 0.9107176652738894, + 0.9977469943360354, + 0.9461613310736207, + 0.942256538790349, + 0.9681623758458049, + 1.1107317714437548 + ] + ] + }, + "width": 256, + "in_features": 72, + "out_features": 2, + "depth": 4, + "padding": 144, + "parameters": 52565, + "cert_evals": { + "36": 0.9023411273956299, + "72": 0.8822742104530334, + "108": 0.8602006435394287, + "255": 0.7571906447410583 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/page-blocks/fold_0/result.json b/UCI_N4/ortho/runs/page-blocks/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0d73163d33613cc1a90d23404bd0c6bb18355499 --- /dev/null +++ b/UCI_N4/ortho/runs/page-blocks/fold_0/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 26, + "best_val_acc": 0.9111389236545682, + "test_acc": 0.8762855414398064, + "train_size": 1368, + "val_size": 799, + "test_size": 3306, + "stats": { + "mean": [ + [ + -0.02785030869883066, + 0.04220508005847926, + -0.007799578223684104, + 0.04507938606725141, + -0.024484079290935535, + -0.03854930415204675, + -0.004306797478947405, + -0.009848768527412267, + -0.005646618040935423, + 0.010106594495613968 + ] + ], + "std": [ + [ + 0.6361019181556973, + 1.034803136362929, + 0.6754786444860511, + 1.1067239881887005, + 1.0243975057691477, + 1.0203050705017325, + 0.32326730885545285, + 0.9042709629040901, + 0.8768058573970098, + 0.9187092587310937 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 5, + "depth": 4, + "padding": 20, + "parameters": 1168, + "cert_evals": { + "36": 0.8154869675636292, + "72": 0.7437991499900818, + "108": 0.651542603969574, + "255": 0.042347244918346405 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/page-blocks/fold_1/result.json b/UCI_N4/ortho/runs/page-blocks/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9c38c4a0acb8a25a0995480551f0be58912aec76 --- /dev/null +++ b/UCI_N4/ortho/runs/page-blocks/fold_1/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 30, + "best_val_acc": 0.8791208791208791, + "test_acc": 0.8432744978697505, + "train_size": 1368, + "val_size": 819, + "test_size": 3286, + "stats": { + "mean": [ + [ + 0.043781880409356606, + 0.01711256745614031, + 0.027425312120614106, + 0.01732590579239761, + -0.023061163435672452, + -0.011174710704678221, + -0.011325527935818777, + -0.0035091932039473506, + 0.004744587522660881, + 0.021409590767543677 + ] + ], + "std": [ + [ + 1.551216006661219, + 1.0143372028076796, + 1.2187084249301219, + 1.0297549624764555, + 1.0122460594399296, + 0.9983403928938066, + 0.28158791437027286, + 0.9526865887702041, + 0.9742767406980914, + 1.066875823567642 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 5, + "depth": 4, + "padding": 20, + "parameters": 1168, + "cert_evals": { + "36": 0.7845404148101807, + "72": 0.7127206325531006, + "108": 0.6229457855224609, + "255": 0.11564211547374725 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/page-blocks/fold_2/result.json b/UCI_N4/ortho/runs/page-blocks/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bf0e5f83a0d59a9e7a2081ca736581ba0581e40f --- /dev/null +++ b/UCI_N4/ortho/runs/page-blocks/fold_2/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 64, + "best_val_acc": 0.8959608323133414, + "test_acc": 0.8786496350364964, + "train_size": 1368, + "val_size": 817, + "test_size": 3288, + "stats": { + "mean": [ + [ + 0.015907781140350814, + -0.002226113421052676, + 0.00912776447295319, + -0.002154920991959126, + 0.0031836314985380356, + 0.010374599444444719, + 0.033316965369883045, + 0.009327557160087575, + 0.000891657419590793, + 0.006515192383040968 + ] + ], + "std": [ + [ + 1.3819579471500247, + 1.004275883692728, + 1.095413957795245, + 0.9803011522566464, + 1.02223461206074, + 1.0167467029099182, + 1.9464523444956574, + 1.0297533577214233, + 0.9946199232832146, + 1.0446888834153083 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 5, + "depth": 4, + "padding": 20, + "parameters": 1168, + "cert_evals": { + "36": 0.8391119241714478, + "72": 0.7864963412284851, + "108": 0.7165449857711792, + "255": 0.14446471631526947 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/page-blocks/fold_3/result.json b/UCI_N4/ortho/runs/page-blocks/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..aa41451d6a3d8b74832ddf7c72eac5b46117059b --- /dev/null +++ b/UCI_N4/ortho/runs/page-blocks/fold_3/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 51, + "best_val_acc": 0.9036144578313253, + "test_acc": 0.8833587786259542, + "train_size": 1368, + "val_size": 830, + "test_size": 3275, + "stats": { + "mean": [ + [ + -0.022221515862573354, + 0.012958097207602326, + -0.023529265928362474, + 0.036208808418859734, + -0.027518972836257316, + -0.013723225687134319, + -0.012668056071783647, + -0.009748616040204477, + -0.011955442258771813, + -0.013552336834795524 + ] + ], + "std": [ + [ + 0.6475896046566302, + 1.0059677646780396, + 0.5107302397945517, + 1.1498688572629936, + 0.9979365341699833, + 1.013315424044995, + 0.29978287731614, + 0.8399280364800779, + 0.8321768138579335, + 0.8892475036231946 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 5, + "depth": 4, + "padding": 20, + "parameters": 1168, + "cert_evals": { + "36": 0.8360305428504944, + "72": 0.7722137570381165, + "108": 0.6897709965705872, + "255": 0.19541984796524048 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/parkinsons/fold_0/result.json b/UCI_N4/ortho/runs/parkinsons/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3f8daface3a66152e494015e78d9f8a86fc1f2b2 --- /dev/null +++ b/UCI_N4/ortho/runs/parkinsons/fold_0/result.json @@ -0,0 +1,74 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.78125, + "test_acc": 0.7280701754385965, + "train_size": 49, + "val_size": 32, + "test_size": 114, + "stats": { + "mean": [ + [ + -0.15177435102040818, + -0.14490747816326535, + -0.02793487336734694, + 0.07550721530612242, + 0.16469232653061222, + 0.06000429387755099, + 0.057462867346938805, + 0.05978606938775514, + 0.05105301632653058, + 0.04845383877551018, + 0.07840458979591836, + 0.035619136734693836, + -0.02313697142857144, + 0.07845370204081635, + 0.05081704489795923, + -0.05448034285714283, + 0.09286327571428574, + 0.11816354897959186, + 0.08590491632653065, + -0.06924810548979589, + -0.02065583061224492, + 0.08162519999999998 + ] + ], + "std": [ + [ + 1.0613261678715187, + 0.9389798332809319, + 1.0498853015314364, + 1.028178025788432, + 1.1302871347577632, + 1.053868521125123, + 0.9140732841638698, + 1.0539995649510843, + 0.9323130971496129, + 0.9120908163855437, + 0.965768008718649, + 0.9229613584450868, + 0.7749770294180661, + 0.9658059844041067, + 1.1469052270870694, + 0.9026558165061398, + 0.9439418569560901, + 1.0717521728726727, + 0.9888476097381187, + 0.9175952788801556, + 0.8884377062114949, + 1.0021764187683884 + ] + ] + }, + "width": 64, + "in_features": 22, + "out_features": 2, + "depth": 4, + "padding": 44, + "parameters": 5065, + "cert_evals": { + "36": 0.640350878238678, + "72": 0.5789473652839661, + "108": 0.4912280738353729, + "255": 0.3070175349712372 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/parkinsons/fold_1/result.json b/UCI_N4/ortho/runs/parkinsons/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..171ee0d2c41af64090c3b948d3287a8bcdf975bd --- /dev/null +++ b/UCI_N4/ortho/runs/parkinsons/fold_1/result.json @@ -0,0 +1,74 @@ +{ + "best_epoch": 20, + "best_val_acc": 0.8275862068965517, + "test_acc": 0.7606837606837606, + "train_size": 49, + "val_size": 29, + "test_size": 117, + "stats": { + "mean": [ + [ + -0.027148382244897965, + 0.009347322448979607, + 0.0018427693877550925, + 0.009376194897959197, + 0.0498221836734694, + 0.012418432040816317, + 0.0059797006122448695, + 0.012543908367346951, + -0.037508161224489786, + -0.0405606224489796, + -0.048066938775510194, + -0.07178797142857142, + -0.03155485102040816, + -0.048018842857142856, + 0.02719700816326529, + -0.008239085714285705, + -0.010052408163265357, + -0.025077353061224498, + 0.0272707673469388, + -0.04564295242857147, + -0.07848456122448978, + 0.03751739387755105 + ] + ], + "std": [ + [ + 1.0246326141739506, + 1.0196404637451633, + 1.0987023554811475, + 0.9900334582522926, + 1.068799641609979, + 1.0047499589980544, + 0.9252408702230309, + 1.0047829572179607, + 0.8748456565149585, + 0.8600654939521702, + 0.9166784846917336, + 0.7849483256776274, + 0.7558279428458922, + 0.9166869983641067, + 1.0291603272025247, + 0.9397974037578619, + 0.9834737083640328, + 1.0844660729168245, + 0.9811741510034482, + 0.945229122764763, + 1.1321558581479092, + 0.9828216273953867 + ] + ] + }, + "width": 64, + "in_features": 22, + "out_features": 2, + "depth": 4, + "padding": 44, + "parameters": 5065, + "cert_evals": { + "36": 0.7094017267227173, + "72": 0.6153846383094788, + "108": 0.5384615659713745, + "255": 0.28205129504203796 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/parkinsons/fold_2/result.json b/UCI_N4/ortho/runs/parkinsons/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a9ec862843eaf6e8e3e706fb0d4ae00c2e29cf08 --- /dev/null +++ b/UCI_N4/ortho/runs/parkinsons/fold_2/result.json @@ -0,0 +1,74 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.9354838709677419, + "test_acc": 0.8, + "train_size": 49, + "val_size": 31, + "test_size": 115, + "stats": { + "mean": [ + [ + 0.027074289795918385, + 0.06335899489795922, + -0.141163173367347, + 0.006597857142857159, + -0.010543326530612232, + 0.019088730000000016, + -0.0031925448979591826, + 0.019260090000000007, + 0.03507935306122449, + 0.04217078775510203, + 0.050042397959183714, + 0.022464604081632724, + 0.007354644897959173, + 0.050004783673469354, + 0.0323217163265306, + -0.009419553061224523, + 0.06361398795918367, + -0.10837456326530606, + -0.07562777959183671, + 0.0783767696122449, + 0.07697315102040819, + -0.0768896448979592 + ] + ], + "std": [ + [ + 1.0021709858608663, + 1.036472332412846, + 0.8511547041931776, + 1.153319334760644, + 1.1400090214649552, + 1.1856512484533104, + 1.109926186807537, + 1.1857461665406257, + 1.0993883359109478, + 1.0989049029267082, + 1.1281831752622162, + 1.0778885202444342, + 1.0368342393804297, + 1.1281482640713403, + 1.212987846980958, + 1.0961601956507685, + 0.9410222006090059, + 0.9631862850066165, + 0.9241843695124426, + 0.8888983110215023, + 0.9670994638815306, + 0.9437743892758995 + ] + ] + }, + "width": 64, + "in_features": 22, + "out_features": 2, + "depth": 4, + "padding": 44, + "parameters": 5065, + "cert_evals": { + "36": 0.6956521272659302, + "72": 0.6086956262588501, + "108": 0.573913037776947, + "255": 0.365217387676239 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/parkinsons/fold_3/result.json b/UCI_N4/ortho/runs/parkinsons/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..389fb3a3b1081ba5559224c88fed631389098dd8 --- /dev/null +++ b/UCI_N4/ortho/runs/parkinsons/fold_3/result.json @@ -0,0 +1,74 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.8484848484848485, + "test_acc": 0.8230088495575221, + "train_size": 49, + "val_size": 33, + "test_size": 113, + "stats": { + "mean": [ + [ + -0.017151697959183657, + -0.08282589622448981, + -0.03878951020408162, + -0.05014604183673472, + -0.00995732653061224, + -0.010962025102040794, + -0.07701460816326532, + -0.01092796510204078, + -0.18647080816326533, + -0.18633531836734696, + -0.14844791836734691, + -0.22856991510204083, + -0.237482206122449, + -0.14839450816326533, + -0.02768821020408163, + 0.14269979897959184, + -0.18449186244897958, + 0.04748424285714288, + -0.13693871632653068, + -0.31049158099999996, + -0.18406532040816326, + -0.15638604489795918 + ] + ], + "std": [ + [ + 1.0058346739543103, + 0.9487949638489124, + 0.994620516441734, + 0.973242138110713, + 1.098902934224567, + 0.9933442474130566, + 0.8958864648117469, + 0.9933555009804176, + 0.8433041190561102, + 0.7941043410091924, + 0.9208429310347311, + 0.7043302529123088, + 0.6518639290383439, + 0.9208764339301102, + 1.0359836613291062, + 0.9627627144124837, + 0.9723485565102632, + 0.9910728139212198, + 0.9457878853222512, + 0.8667410055873132, + 0.9407240712581624, + 0.9187159564771525 + ] + ] + }, + "width": 64, + "in_features": 22, + "out_features": 2, + "depth": 4, + "padding": 44, + "parameters": 5065, + "cert_evals": { + "36": 0.7168141603469849, + "72": 0.6637167930603027, + "108": 0.6017699241638184, + "255": 0.36283186078071594 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pendigits/fold_0/result.json b/UCI_N4/ortho/runs/pendigits/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0a28bfe006e8d2a963f2f7078cc7642324848def --- /dev/null +++ b/UCI_N4/ortho/runs/pendigits/fold_0/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 59, + "best_val_acc": 0.9305740987983978, + "test_acc": 0.909606404269513, + "train_size": 3498, + "val_size": 1498, + "test_size": 5996, + "stats": { + "mean": [ + [ + -8.81200686007327e-07, + 6.079473995280559e-08, + 4.631217829963712e-09, + 2.1718124648143022e-07, + 2.030874785817112e-07, + -1.7106918241445503e-07, + 5.185820439417424e-08, + -3.864493996428271e-07, + 8.861635218292038e-07, + -6.433590623347691e-07, + 7.257861636536514e-07, + 1.5797026869406332e-07, + -6.898227554824822e-08, + -8.784162378277323e-07, + 7.065809030646193e-07, + 9.948541997445605e-08 + ] + ], + "std": [ + [ + 0.9998568249462566, + 0.9998570678425832, + 0.9998573459993255, + 0.9998570492542306, + 0.9998572602820162, + 0.9998564523051444, + 0.9998557798609863, + 0.999857476109961, + 0.9998569519150583, + 0.9998579083441225, + 0.9998564283369161, + 0.9998569550094121, + 0.9998568396997518, + 0.9998576138009462, + 0.9998550735596848, + 0.9998570848520255 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 10, + "depth": 4, + "padding": 32, + "parameters": 2989, + "cert_evals": { + "36": 0.8817545175552368, + "72": 0.8430620431900024, + "108": 0.7956971526145935, + "255": 0.47114744782447815 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pendigits/fold_1/result.json b/UCI_N4/ortho/runs/pendigits/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..418531193279d5e6f02a202fecb3fc30889c3d33 --- /dev/null +++ b/UCI_N4/ortho/runs/pendigits/fold_1/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 26, + "best_val_acc": 0.9100834938985228, + "test_acc": 0.9137611588344282, + "train_size": 3498, + "val_size": 1557, + "test_size": 5937, + "stats": { + "mean": [ + [ + -8.81200686007327e-07, + 6.079473995280559e-08, + 4.631217829963712e-09, + 2.1718124648143022e-07, + 2.030874785817112e-07, + -1.7106918241445503e-07, + 5.185820439417424e-08, + -3.864493996428271e-07, + 8.861635218292038e-07, + -6.433590623347691e-07, + 7.257861636536514e-07, + 1.5797026869406332e-07, + -6.898227554824822e-08, + -8.784162378277323e-07, + 7.065809030646193e-07, + 9.948541997445605e-08 + ] + ], + "std": [ + [ + 0.9998568249462566, + 0.9998570678425832, + 0.9998573459993255, + 0.9998570492542306, + 0.9998572602820162, + 0.9998564523051444, + 0.9998557798609863, + 0.999857476109961, + 0.9998569519150583, + 0.9998579083441225, + 0.9998564283369161, + 0.9998569550094121, + 0.9998568396997518, + 0.9998576138009462, + 0.9998550735596848, + 0.9998570848520255 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 10, + "depth": 4, + "padding": 32, + "parameters": 2989, + "cert_evals": { + "36": 0.8824321627616882, + "72": 0.8443658351898193, + "108": 0.7852450609207153, + "255": 0.4473639726638794 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pendigits/fold_2/result.json b/UCI_N4/ortho/runs/pendigits/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..23ebd0fedbf8779e5c9d5194b9383486a5c1df1c --- /dev/null +++ b/UCI_N4/ortho/runs/pendigits/fold_2/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.8972829688535454, + "test_acc": 0.9131161236424394, + "train_size": 3498, + "val_size": 1509, + "test_size": 5985, + "stats": { + "mean": [ + [ + -8.81200686007327e-07, + 6.079473995280559e-08, + 4.631217829963712e-09, + 2.1718124648143022e-07, + 2.030874785817112e-07, + -1.7106918241445503e-07, + 5.185820439417424e-08, + -3.864493996428271e-07, + 8.861635218292038e-07, + -6.433590623347691e-07, + 7.257861636536514e-07, + 1.5797026869406332e-07, + -6.898227554824822e-08, + -8.784162378277323e-07, + 7.065809030646193e-07, + 9.948541997445605e-08 + ] + ], + "std": [ + [ + 0.9998568249462566, + 0.9998570678425832, + 0.9998573459993255, + 0.9998570492542306, + 0.9998572602820162, + 0.9998564523051444, + 0.9998557798609863, + 0.999857476109961, + 0.9998569519150583, + 0.9998579083441225, + 0.9998564283369161, + 0.9998569550094121, + 0.9998568396997518, + 0.9998576138009462, + 0.9998550735596848, + 0.9998570848520255 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 10, + "depth": 4, + "padding": 32, + "parameters": 2989, + "cert_evals": { + "36": 0.8847118020057678, + "72": 0.8454469442367554, + "108": 0.7921470403671265, + "255": 0.4571428596973419 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pendigits/fold_3/result.json b/UCI_N4/ortho/runs/pendigits/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c4b947c327cccdba1ec93029fc4aa9e5a83ac666 --- /dev/null +++ b/UCI_N4/ortho/runs/pendigits/fold_3/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 50, + "best_val_acc": 0.926002766251729, + "test_acc": 0.90625, + "train_size": 3498, + "val_size": 1446, + "test_size": 6048, + "stats": { + "mean": [ + [ + -8.81200686007327e-07, + 6.079473995280559e-08, + 4.631217829963712e-09, + 2.1718124648143022e-07, + 2.030874785817112e-07, + -1.7106918241445503e-07, + 5.185820439417424e-08, + -3.864493996428271e-07, + 8.861635218292038e-07, + -6.433590623347691e-07, + 7.257861636536514e-07, + 1.5797026869406332e-07, + -6.898227554824822e-08, + -8.784162378277323e-07, + 7.065809030646193e-07, + 9.948541997445605e-08 + ] + ], + "std": [ + [ + 0.9998568249462566, + 0.9998570678425832, + 0.9998573459993255, + 0.9998570492542306, + 0.9998572602820162, + 0.9998564523051444, + 0.9998557798609863, + 0.999857476109961, + 0.9998569519150583, + 0.9998579083441225, + 0.9998564283369161, + 0.9998569550094121, + 0.9998568396997518, + 0.9998576138009462, + 0.9998550735596848, + 0.9998570848520255 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 10, + "depth": 4, + "padding": 32, + "parameters": 2989, + "cert_evals": { + "36": 0.8783068656921387, + "72": 0.8349867463111877, + "108": 0.7853835821151733, + "255": 0.47040343284606934 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pima/fold_0/result.json b/UCI_N4/ortho/runs/pima/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..61800d3706acc11d541d53346642f584d4375ae2 --- /dev/null +++ b/UCI_N4/ortho/runs/pima/fold_0/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.7863247863247863, + "test_acc": 0.7037037037037037, + "train_size": 192, + "val_size": 117, + "test_size": 459, + "stats": { + "mean": [ + [ + -0.0019324124999998884, + -0.00012207583333333216, + 0.04217885052083333, + 0.00848995729166671, + 0.005174749999999932, + -0.046159915651041654, + 0.005953811979166655, + 0.07872151093750006 + ] + ], + "std": [ + [ + 0.9819510309933771, + 0.9111640190273224, + 0.9708504296826285, + 1.099822957973565, + 0.9218205138345946, + 1.056214861472258, + 1.0108583076345607, + 1.01432971356633 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 2, + "depth": 4, + "padding": 16, + "parameters": 725, + "cert_evals": { + "36": 0.6252723336219788, + "72": 0.5076252818107605, + "108": 0.3790849447250366, + "255": 0.021786492317914963 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pima/fold_1/result.json b/UCI_N4/ortho/runs/pima/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..eb78263331b68e638eaef829477fda0b122f46d6 --- /dev/null +++ b/UCI_N4/ortho/runs/pima/fold_1/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.7851851851851852, + "test_acc": 0.7709750566893424, + "train_size": 192, + "val_size": 135, + "test_size": 441, + "stats": { + "mean": [ + [ + 0.019707258333333522, + 0.03424992687499997, + 0.03491385885416665, + -0.08194942239583324, + -0.03907010052083341, + 0.053195496510416655, + -0.0036192521354166743, + -0.06521345781250003 + ] + ], + "std": [ + [ + 1.0301685557841433, + 0.9959115695466323, + 1.0735770070448536, + 0.9845812772483306, + 0.9943920335167246, + 1.0696319409722543, + 0.9860249191330342, + 0.9892410062597343 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 2, + "depth": 4, + "padding": 16, + "parameters": 725, + "cert_evals": { + "36": 0.6167800426483154, + "72": 0.48072561621665955, + "108": 0.32879820466041565, + "255": 0.03628117963671684 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pima/fold_2/result.json b/UCI_N4/ortho/runs/pima/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b32e79d8f27a5cc013eab0355e998f505c46bf75 --- /dev/null +++ b/UCI_N4/ortho/runs/pima/fold_2/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.7583333333333333, + "test_acc": 0.7412280701754386, + "train_size": 192, + "val_size": 120, + "test_size": 456, + "stats": { + "mean": [ + [ + 0.17582224895833332, + 0.038322315416666634, + -0.07783248697916666, + -0.16520565468749995, + -0.11327850364583342, + -0.135474219296875, + -0.03175727552083333, + 0.09643667291666673 + ] + ], + "std": [ + [ + 1.0638504058639158, + 0.9838373596130083, + 1.064286398859908, + 1.0275191945092796, + 0.9301240391257053, + 1.0696755566062253, + 0.953495407419293, + 1.060048294039853 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 2, + "depth": 4, + "padding": 16, + "parameters": 725, + "cert_evals": { + "36": 0.6359649300575256, + "72": 0.4934210479259491, + "108": 0.39254385232925415, + "255": 0.0416666679084301 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pima/fold_3/result.json b/UCI_N4/ortho/runs/pima/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..60ef677e5e3cca71993823a61015f6d139a366a7 --- /dev/null +++ b/UCI_N4/ortho/runs/pima/fold_3/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.7610619469026548, + "test_acc": 0.7321814254859611, + "train_size": 192, + "val_size": 113, + "test_size": 463, + "stats": { + "mean": [ + [ + 0.019707373958333604, + 0.04956274229166665, + -0.032895598437499944, + -0.02546561510416664, + -0.004270790312500018, + 0.06891787828125, + -0.041550713963541624, + 0.019818838020833326 + ] + ], + "std": [ + [ + 1.046076222621493, + 0.9765956060942442, + 1.0875934081009107, + 0.9881278389945256, + 0.9075867743815457, + 0.9995410119642123, + 0.8563442009545308, + 0.9709125098838245 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 2, + "depth": 4, + "padding": 16, + "parameters": 725, + "cert_evals": { + "36": 0.6371490359306335, + "72": 0.5377969741821289, + "108": 0.4168466329574585, + "255": 0.06263498961925507 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-MATERIAL/fold_0/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-MATERIAL/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3a3cfd457824b8191dc88850910972677a00b300 --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-MATERIAL/fold_0/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 61, + "best_val_acc": 0.7, + "test_acc": 0.6, + "train_size": 26, + "val_size": 20, + "test_size": 60, + "stats": { + "mean": [ + [ + -0.11238934615384605, + 0.19736865, + 0.15455, + 0.15961346153846157, + -0.07076646153846156, + 0.15434588461538454, + 0.1840363461538461 + ] + ], + "std": [ + [ + 0.9957184371723743, + 0.9959413552215316, + 1.0315511158616348, + 0.8772828351648864, + 1.0247762294541045, + 1.1028821922601193, + 0.7995873033749223 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.5666667222976685, + "72": 0.40000003576278687, + "108": 0.23333334922790527, + "255": 0.10000000894069672 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-MATERIAL/fold_1/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-MATERIAL/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..25d4d4df8b06deab3985ed1708c592341ce40325 --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-MATERIAL/fold_1/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 20, + "best_val_acc": 0.7894736842105263, + "test_acc": 0.8524590163934426, + "train_size": 26, + "val_size": 19, + "test_size": 61, + "stats": { + "mean": [ + [ + -0.009688884615384565, + 0.22651538461538462, + 0.03409030769230755, + -0.09103884615384622, + 0.1841305, + 0.31850111538461523, + 0.027972884615384445 + ] + ], + "std": [ + [ + 1.115613086975337, + 1.0057941285258243, + 1.1782033883592151, + 0.9294434251013095, + 1.0832735600836598, + 1.0726038998514973, + 0.8999058194666532 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.7049179673194885, + "72": 0.4098360538482666, + "108": 0.21311473846435547, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-MATERIAL/fold_2/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-MATERIAL/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8883ec282b7d04b7b85cf69485bf2d171d62b7c3 --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-MATERIAL/fold_2/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.8125, + "test_acc": 0.5625, + "train_size": 26, + "val_size": 16, + "test_size": 64, + "stats": { + "mean": [ + [ + 0.14436196153846156, + -0.06772561923076922, + 0.15454984615384612, + 0.15961346153846157, + 0.29337180769230764, + 0.26378273076923064, + 0.027972884615384573 + ] + ], + "std": [ + [ + 1.0179791685372954, + 1.0403197946863862, + 1.0714178998681247, + 0.8772828351648864, + 0.8271634472356539, + 1.1323512832459435, + 0.8999058194666533 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.328125, + "72": 0.1875, + "108": 0.0625, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-MATERIAL/fold_3/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-MATERIAL/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..cd6c5ca6aad4d4f8bdaba89d08365e6fe0b1ed9a --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-MATERIAL/fold_3/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 32, + "best_val_acc": 0.7058823529411765, + "test_acc": 0.6666666666666666, + "train_size": 26, + "val_size": 17, + "test_size": 63, + "stats": { + "mean": [ + [ + -0.3691406153846153, + 0.08633426923076921, + -0.00606200000000008, + -0.34169099999999986, + -0.14359411538461544, + 0.07226838461538451, + -0.05005884615384633 + ] + ], + "std": [ + [ + 0.7352238508876096, + 0.769629063092912, + 0.993332786470492, + 1.2842104251847937, + 0.9183219104916871, + 1.1684627801712248, + 0.9363807692307694 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.3650793731212616, + "72": 0.0952381044626236, + "108": 0.0317460335791111, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-REL-L/fold_0/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-REL-L/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b3da7e342acc5e0236112835cba1b6db41da4b39 --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-REL-L/fold_0/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.38461538461538464, + "test_acc": 0.421875, + "train_size": 26, + "val_size": 13, + "test_size": 64, + "stats": { + "mean": [ + [ + -0.2534473076923077, + 0.33873420769230767, + 0.033979423076922706, + 0.11527103846153851, + -0.28692915384615375, + 0.10456480769230773, + 0.12155461538461536 + ] + ], + "std": [ + [ + 0.9261583185285736, + 0.8009009247637227, + 1.0889481792626658, + 0.99653081940633, + 1.072126740077213, + 0.9196280170052044, + 0.8466063306348502 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.109375, + "72": 0.015625, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-REL-L/fold_1/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-REL-L/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4cb518e959ab2d5744a0df868643cc7d62f52261 --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-REL-L/fold_1/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.7333333333333333, + "test_acc": 0.5, + "train_size": 26, + "val_size": 15, + "test_size": 62, + "stats": { + "mean": [ + [ + -0.09836800000000002, + 0.11185775384615383, + 0.07467526923076934, + -0.009052730769230726, + -0.10539519230769225, + 0.013804115384615371, + 0.27612307692307686 + ] + ], + "std": [ + [ + 1.0694354197920724, + 0.8688390763013727, + 0.8067650960246951, + 0.9157017407809144, + 1.0553979577856298, + 0.9260748900018138, + 0.7249903479716615 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.14516128599643707, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-REL-L/fold_2/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-REL-L/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..74a1b49beda9d3af919b6cbfbb34cb8e1439aed4 --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-REL-L/fold_2/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 22, + "best_val_acc": 0.75, + "test_acc": 0.45901639344262296, + "train_size": 26, + "val_size": 16, + "test_size": 61, + "stats": { + "mean": [ + [ + 0.21179084615384614, + -0.20075696923076924, + 0.23745903846153846, + 0.05310915384615384, + 0.14875234615384614, + 0.1348184615384615, + 0.12155461538461534 + ] + ], + "std": [ + [ + 0.858790726074425, + 0.9525936502475233, + 1.0303379408513154, + 0.9050907018495523, + 0.955082657540614, + 1.0895483096872065, + 0.8466063306348502 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.3934426009654999, + "72": 0.24590162932872772, + "108": 0.1147540956735611, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-REL-L/fold_3/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-REL-L/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1162162145966fa36d6c76f932cba2845bb22367 --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-REL-L/fold_3/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 52, + "best_val_acc": 0.6428571428571429, + "test_acc": 0.6984126984126984, + "train_size": 26, + "val_size": 14, + "test_size": 63, + "stats": { + "mean": [ + [ + -0.3568335384615385, + -0.18405515384615387, + -0.00671646153846194, + 0.17743292307692307, + 0.2213659230769231, + 0.31633973076923083, + 0.12155461538461534 + ] + ], + "std": [ + [ + 0.8287037559089696, + 0.9069856689030475, + 1.0557430702422617, + 0.8702663846153843, + 0.9327384905473824, + 1.0726154740713343, + 0.8466063306348502 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.3968254327774048, + "72": 0.2380952537059784, + "108": 0.0952381044626236, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-SPAN/fold_0/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-SPAN/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..04d31ae80ee7f381aec6e177ba4be7657bb29c34 --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-SPAN/fold_0/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 41, + "best_val_acc": 0.7142857142857143, + "test_acc": 0.4727272727272727, + "train_size": 23, + "val_size": 14, + "test_size": 55, + "stats": { + "mean": [ + [ + -0.029837999999999993, + -0.25806898695652175, + 0.27461930434782605, + -0.10251969565217388, + 0.0609171304347826, + -0.20858055217391297, + 0.1910520434782607 + ] + ], + "std": [ + [ + 0.7916916039569953, + 1.0125006038076372, + 0.8444054443868326, + 1.1230445292246944, + 0.9384505846315211, + 1.2509107678124556, + 0.9902371367201799 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.23636363446712494, + "72": 0.05454545468091965, + "108": 0.036363635212183, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-SPAN/fold_1/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-SPAN/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6465d1c8251c800458c7ff6810fffe6c3838e0f3 --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-SPAN/fold_1/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.625, + "test_acc": 0.4098360655737705, + "train_size": 23, + "val_size": 8, + "test_size": 61, + "stats": { + "mean": [ + [ + -0.20886565217391312, + 0.20484198695652173, + -0.07489591304347826, + 0.10251943478260879, + -0.22335769565217395, + -0.24650454782608694, + -0.23350947826086974 + ] + ], + "std": [ + [ + 1.1322718849321831, + 1.1240719320543364, + 1.0615420299973752, + 0.8963528876008708, + 1.0527502115584615, + 0.7255249335603758, + 1.1264874806517848 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.19672130048274994, + "72": 0.13114753365516663, + "108": 0.08196720480918884, + "255": 0.032786883413791656 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-SPAN/fold_2/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-SPAN/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8e2f4a5bc7a419aa662c78b6f25102a2ddae766c --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-SPAN/fold_2/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.375, + "test_acc": 0.49056603773584906, + "train_size": 23, + "val_size": 16, + "test_size": 53, + "stats": { + "mean": [ + [ + -0.26854200000000006, + 0.08719552173913042, + -0.024965043478260857, + -0.034172999999999946, + 0.34519221739130435, + 0.24650505217391308, + -0.4033346521739131 + ] + ], + "std": [ + [ + 0.7826434027524923, + 0.8532738699385454, + 1.116485175293137, + 1.0229130046834918, + 0.891588314188393, + 0.9488533640036454, + 0.9755681035759809 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.28301888704299927, + "72": 0.18867924809455872, + "108": 0.16981132328510284, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-SPAN/fold_3/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-SPAN/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f79936b551105c9e0b28154089bb03965d62e387 --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-SPAN/fold_3/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 23, + "best_val_acc": 0.5, + "test_acc": 0.2033898305084746, + "train_size": 23, + "val_size": 10, + "test_size": 59, + "stats": { + "mean": [ + [ + -0.20886582608695664, + -0.14202214347826086, + -0.024965130434782608, + 0.10251943478260875, + -0.060915000000000004, + 0.05688600869565217, + 0.1061391739130434 + ] + ], + "std": [ + [ + 0.7916911713540639, + 0.9447975425602776, + 1.0638879741325864, + 0.896352887600871, + 1.0621083198533245, + 1.0385861814225783, + 0.8575722370885731 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.16949152946472168, + "72": 0.08474576473236084, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-T-OR-D/fold_0/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-T-OR-D/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f8d5ee8fdf48553b56a3ef238042ac5923b5c7fe --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-T-OR-D/fold_0/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.75, + "test_acc": 0.639344262295082, + "train_size": 25, + "val_size": 16, + "test_size": 61, + "stats": { + "mean": [ + [ + 0.15020296000000002, + -0.0008959920000000077, + -0.007506879999999985, + 0.09924271999999996, + -0.11183403999999993, + 0.06574727999999996, + 0.2686277600000001 + ] + ], + "std": [ + [ + 1.1056510586049282, + 0.9894276187747426, + 0.9455226916051597, + 1.1055352321467289, + 1.0069534202490789, + 0.9298309440615328, + 0.7342804012389428 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 2, + "depth": 4, + "padding": 14, + "parameters": 565, + "cert_evals": { + "36": 0.26229506731033325, + "72": 0.032786883413791656, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-T-OR-D/fold_1/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-T-OR-D/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..116f0ccb7ca299a66d5278479ecf09f182eda182 --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-T-OR-D/fold_1/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.7368421052631579, + "test_acc": 0.7586206896551724, + "train_size": 25, + "val_size": 19, + "test_size": 58, + "stats": { + "mean": [ + [ + -0.22477987999999996, + -0.23302490400000006, + -0.3052941999999999, + -0.09418591999999981, + -0.30132007999999993, + 0.034113799999999944, + -0.29218840000000024 + ] + ], + "std": [ + [ + 0.8537489133489458, + 0.9442767857681105, + 1.1206967647206985, + 1.1278721619730465, + 0.8691601526879115, + 0.9222667065314241, + 1.1442940136936137 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 2, + "depth": 4, + "padding": 14, + "parameters": 565, + "cert_evals": { + "36": 0.5, + "72": 0.3103448152542114, + "108": 0.10344827175140381, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-T-OR-D/fold_2/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-T-OR-D/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0996aa2c51097b962f271245d511257a8c8e2464 --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-T-OR-D/fold_2/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.7857142857142857, + "test_acc": 0.9047619047619048, + "train_size": 25, + "val_size": 14, + "test_size": 63, + "stats": { + "mean": [ + [ + 0.20377195999999997, + 0.09630778000000002, + 0.3328217600000001, + -0.22313807999999993, + 0.19134339999999994, + -0.029153040000000026, + 0.26862776000000005 + ] + ], + "std": [ + [ + 1.089967253887803, + 1.1192053646352136, + 0.8759745403148782, + 1.2131111924223241, + 0.9282879043276608, + 1.1030982427632627, + 0.7342804012389427 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 2, + "depth": 4, + "padding": 14, + "parameters": 565, + "cert_evals": { + "36": 0.7619048357009888, + "72": 0.5396825671195984, + "108": 0.3174603283405304, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-T-OR-D/fold_3/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-T-OR-D/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c08b5a78a48665f0212083ae02b669c82713fee9 --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-T-OR-D/fold_3/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.9166666666666666, + "test_acc": 0.8461538461538461, + "train_size": 25, + "val_size": 12, + "test_size": 65, + "stats": { + "mean": [ + [ + -0.17121067999999995, + -0.21648582000000005, + 0.12011635999999999, + -0.09418591999999995, + -0.11183404000000002, + -0.28222119999999995, + 0.10839464000000007 + ] + ], + "std": [ + [ + 0.8571032600003676, + 0.9702298691514799, + 1.0541263774745755, + 0.9254069877190219, + 1.006953420249079, + 1.1836178575986762, + 0.8554107804035617 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 2, + "depth": 4, + "padding": 14, + "parameters": 565, + "cert_evals": { + "36": 0.7076923251152039, + "72": 0.4307692348957062, + "108": 0.1846153885126114, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-TYPE/fold_0/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-TYPE/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3865da5e197e10b73587ab75e7580eacba9acfe9 --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-TYPE/fold_0/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 62, + "best_val_acc": 0.5, + "test_acc": 0.22950819672131148, + "train_size": 26, + "val_size": 18, + "test_size": 61, + "stats": { + "mean": [ + [ + -0.2226830769230769, + 0.05670122692307692, + -0.043026884615384405, + -0.03758799999999994, + 0.17069815384615383, + 0.05726184615384619, + 0.03333576923076921 + ] + ], + "std": [ + [ + 0.9229643846157178, + 0.8879073657273664, + 0.9090621758106759, + 0.8047152853556344, + 0.9896400284910009, + 0.9758970201578133, + 1.0579562243200262 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 6, + "depth": 4, + "padding": 14, + "parameters": 625, + "cert_evals": { + "36": 0.1147540956735611, + "72": 0.032786883413791656, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-TYPE/fold_1/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-TYPE/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..461300f0bf472b7bf2e583016a1e8e3c32d6db3e --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-TYPE/fold_1/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 20, + "best_val_acc": 0.47619047619047616, + "test_acc": 0.3448275862068966, + "train_size": 26, + "val_size": 21, + "test_size": 58, + "stats": { + "mean": [ + [ + -0.17140723076923073, + 0.17603493076923074, + -0.043027115384615275, + 0.08770580769230771, + 0.06073815384615386, + 0.140003576923077, + 0.11111846153846151 + ] + ], + "std": [ + [ + 0.9955960192363054, + 0.8707946707612142, + 1.076508222112097, + 0.8969691136995324, + 1.0157671583515164, + 1.0382138974203643, + 0.8520637539328237 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 6, + "depth": 4, + "padding": 14, + "parameters": 625, + "cert_evals": { + "36": 0.10344827175140381, + "72": 0.017241379246115685, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-TYPE/fold_2/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-TYPE/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c31083b14263ce21fc36297b7710bcb63b65acde --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-TYPE/fold_2/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.15384615384615385, + "test_acc": 0.16666666666666666, + "train_size": 26, + "val_size": 13, + "test_size": 66, + "stats": { + "mean": [ + [ + 0.13624746153846157, + -0.13478680769230772, + 0.03693388461538476, + 0.08770600000000003, + -0.01256838461538465, + 0.05726215384615386, + 0.033336038461538396 + ] + ], + "std": [ + [ + 0.8716889547511608, + 0.9579937729204642, + 1.0615560480179493, + 0.7749005943842086, + 0.9916744330944691, + 1.0538491233066194, + 0.8970306628997816 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 6, + "depth": 4, + "padding": 14, + "parameters": 625, + "cert_evals": { + "36": 0.09090909361839294, + "72": 0.06060606241226196, + "108": 0.04545454680919647, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/pittsburg-bridges-TYPE/fold_3/result.json b/UCI_N4/ortho/runs/pittsburg-bridges-TYPE/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8549d5129f4efaa2ff7019d13b16691d35c7b50f --- /dev/null +++ b/UCI_N4/ortho/runs/pittsburg-bridges-TYPE/fold_3/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.10526315789473684, + "test_acc": 0.1, + "train_size": 26, + "val_size": 19, + "test_size": 60, + "stats": { + "mean": [ + [ + 0.2900749615384615, + -0.1092556538461538, + -0.16296869230769223, + 0.08770600000000003, + -0.12252815384615393, + 0.002101461538461631, + -0.0444463846153846 + ] + ], + "std": [ + [ + 0.9565380984621445, + 1.0668876495414104, + 1.087587760209891, + 0.7749005943842086, + 0.9250887318796751, + 0.7643326705239842, + 0.9333890769230768 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 6, + "depth": 4, + "padding": 14, + "parameters": 625, + "cert_evals": { + "36": 0.01666666753590107, + "72": 0.01666666753590107, + "108": 0.01666666753590107, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/planning/fold_0/result.json b/UCI_N4/ortho/runs/planning/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..755e8d3b6929fcc9d12ee02e8c58e29efd100f52 --- /dev/null +++ b/UCI_N4/ortho/runs/planning/fold_0/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.5555555555555556, + "test_acc": 0.5181818181818182, + "train_size": 45, + "val_size": 27, + "test_size": 110, + "stats": { + "mean": [ + [ + -0.13597411777777782, + -0.059930613333333334, + 0.1726637911111111, + 0.034723479999999994, + 0.1943293844444444, + -0.058733431111111144, + -0.116129388, + 0.17681400222222224, + -0.19228555555555557, + -0.07629513333333332, + 0.07577999111111111, + 0.14000706444444447 + ] + ], + "std": [ + [ + 0.9037583332493699, + 0.8892684096511589, + 0.9934159714161822, + 0.9795447749569939, + 0.991099979203418, + 0.8238368829401475, + 0.8461204418967577, + 1.0434976919452328, + 0.9979969012441308, + 0.9523454999652433, + 0.9216888475521186, + 1.061608647395146 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 2, + "depth": 4, + "padding": 24, + "parameters": 1565, + "cert_evals": { + "36": 0.3636363446712494, + "72": 0.1818181723356247, + "108": 0.08181817829608917, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/planning/fold_1/result.json b/UCI_N4/ortho/runs/planning/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..42c16956bdf8b7212db8b636073c1fd0b617e0e3 --- /dev/null +++ b/UCI_N4/ortho/runs/planning/fold_1/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.6388888888888888, + "test_acc": 0.6237623762376238, + "train_size": 45, + "val_size": 36, + "test_size": 101, + "stats": { + "mean": [ + [ + 0.11314807155555553, + -0.05681264375555557, + 0.03933796666666664, + 0.04977631111111109, + 0.03694895555555555, + -0.044924306666666684, + 0.04804084666666663, + 0.12195993333333337, + 0.042717271111111156, + 0.008962882222222232, + -0.0006334968888889045, + -0.0009558044444444105 + ] + ], + "std": [ + [ + 0.9103807361609941, + 0.9363715375995261, + 1.1502145656153577, + 1.0558247484927283, + 1.076388481139489, + 1.0010167884068093, + 0.9233794686212015, + 0.8789681038837464, + 0.8499326718606948, + 0.8719046264511446, + 0.8860788083725304, + 0.8502961074388711 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 2, + "depth": 4, + "padding": 24, + "parameters": 1565, + "cert_evals": { + "36": 0.39603960514068604, + "72": 0.2574257254600525, + "108": 0.14851485192775726, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/planning/fold_2/result.json b/UCI_N4/ortho/runs/planning/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f866217020b11e22683afa980da08e3bcdbf40a6 --- /dev/null +++ b/UCI_N4/ortho/runs/planning/fold_2/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 11, + "best_val_acc": 0.6666666666666666, + "test_acc": 0.4247787610619469, + "train_size": 45, + "val_size": 24, + "test_size": 113, + "stats": { + "mean": [ + [ + -0.08181936222222222, + 0.032095062222222207, + -0.2932722444444444, + -0.2642803151111112, + -0.2482941920666666, + 0.04209659104444442, + -0.08089617555555557, + 0.011037159999999989, + -0.05962093333333333, + -0.05360210222222223, + 0.041594423777777785, + 0.03579832413333331 + ] + ], + "std": [ + [ + 1.0346900075231742, + 0.983181200526179, + 0.8190101673790661, + 0.8655727810698712, + 0.9958599284470852, + 0.9221770981656976, + 1.0076979840800466, + 1.0249788633648824, + 1.0799692279692954, + 1.0059810529176614, + 1.0760442404746193, + 0.966271648432117 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 2, + "depth": 4, + "padding": 24, + "parameters": 1565, + "cert_evals": { + "36": 0.21238937973976135, + "72": 0.10619468986988068, + "108": 0.017699114978313446, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/planning/fold_3/result.json b/UCI_N4/ortho/runs/planning/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d80ed5d86a2cb68b2f56d3e1749ea5ea5d810492 --- /dev/null +++ b/UCI_N4/ortho/runs/planning/fold_3/result.json @@ -0,0 +1,54 @@ +{ + "best_epoch": 30, + "best_val_acc": 0.782608695652174, + "test_acc": 0.5526315789473685, + "train_size": 45, + "val_size": 23, + "test_size": 114, + "stats": { + "mean": [ + [ + 0.10711943111111107, + 0.19129145333333336, + 0.23947074666666662, + 0.1974917848888889, + 0.06191540222222221, + 0.19409456755555554, + 0.10399900533333334, + -0.07677485555555555, + 0.05582479999999996, + -0.0920865622222222, + 0.07224912822222225, + -0.22088875111111111 + ] + ], + "std": [ + [ + 0.9820868604107751, + 0.8497304858975051, + 0.9414935653357391, + 0.9419249731758765, + 0.9517511837520722, + 0.8554967298035733, + 1.06563202833593, + 1.067683309777831, + 0.968308470640187, + 1.07319052594271, + 1.055131325540202, + 1.0489152018459469 + ] + ] + }, + "width": 32, + "in_features": 12, + "out_features": 2, + "depth": 4, + "padding": 24, + "parameters": 1565, + "cert_evals": { + "36": 0.37719297409057617, + "72": 0.18421052396297455, + "108": 0.07894736528396606, + "255": 0.02631578966975212 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/plant-margin/fold_0/result.json b/UCI_N4/ortho/runs/plant-margin/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2fe2636d41461f026fb8e1d7f8b9b90a46b658f1 --- /dev/null +++ b/UCI_N4/ortho/runs/plant-margin/fold_0/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 97, + "best_val_acc": 0.731404958677686, + "test_acc": 0.7098121085594989, + "train_size": 400, + "val_size": 242, + "test_size": 958, + "stats": { + "mean": [ + [ + -0.0010596968500001934, + -0.01804303900000009, + 0.058554600000000095, + -0.04174014875000007, + -0.00557412199999981, + 0.022321825499999975, + 0.009465832749999917, + 0.026944449999999596, + 0.0220769747500004, + -0.02089326899999988, + -0.012520925000000096, + 0.0033962770000000053, + 0.0021340793749998234, + -0.0033546413499999455, + 0.021925117425000074, + 0.013851212499999961, + -0.0015689260000001164, + -0.004634679999999923, + -0.05511270024999984, + 0.026070323000000024, + 0.01848005475000007, + 0.0022656225000003355, + -0.01842250000000018, + 0.01246016899999983, + 0.0098437735000002, + -0.032934458000000104, + 0.049291360500000325, + 0.0024477580000001266, + -0.02057179899999991, + 0.0009727362499999343, + 0.0017701742499999368, + 0.00541423612499992, + 0.02091535780000011, + 0.020351312499999816, + -0.009445618999999935, + -0.02841862299999999, + 0.029737960000000185, + 0.018735809500000172, + 0.014390100750000086, + -0.016125830000000306, + 0.012385870249999646, + -0.043971327499999775, + 0.0009311264999999372, + 0.01806689874999989, + -0.008581579999999964, + -0.009399341000000174, + -0.03755508207500001, + -0.0009747140000000407, + 0.028856429249999874, + -0.0030426587000000733, + -0.015013867049999909, + -0.004152345000000207, + 0.02680056899999996, + -0.02129718575000011, + 0.022555419000000035, + -0.00723436300000014, + 0.036754802499999906, + -0.02058847975000004, + -0.010368677175000047, + -0.029642165000000022, + -0.02736674750000015, + 0.0008163920000001678, + 0.018380879350000014, + -0.008580070000000413 + ] + ], + "std": [ + [ + 0.9874340403909011, + 0.9592061852266575, + 1.0435962908617902, + 0.9425389198852354, + 1.0047339728470936, + 1.0363144948903504, + 1.0296524029950296, + 1.0063022213625923, + 1.094313672273991, + 1.0202299972901783, + 0.985157157060649, + 0.9888027948033142, + 0.9932416135375679, + 0.9909877623883768, + 1.0005062186033022, + 1.2067387345575986, + 0.984270179305036, + 0.9091203000942354, + 0.9545319559171044, + 0.983601787222833, + 1.011060877681347, + 0.9799045991624534, + 0.9223386505533625, + 1.0460006470835634, + 1.0181216615718796, + 0.9516193964985948, + 1.0882812579258407, + 1.0329753644197, + 0.9792719916843142, + 0.9673648432380815, + 0.9958388822460692, + 1.012645249804551, + 1.0439458247448072, + 1.0733982117428793, + 1.0111716504511818, + 0.996690448869414, + 1.0367837370015323, + 1.0026230843872075, + 1.0036523141489182, + 0.9356670752186079, + 1.0259733303222744, + 0.9543079293157887, + 1.016979624435871, + 1.0361404335495707, + 0.9710294506381861, + 0.9356304778213941, + 0.9636374865372435, + 0.9682684696531572, + 1.0488592685926776, + 1.0095591832024964, + 0.9864668975312801, + 0.965788248416018, + 1.0175463184007973, + 0.9707788038864342, + 1.035917848788737, + 0.9984750436485963, + 1.047306945528514, + 0.9624268336767162, + 1.0407274202088548, + 0.9906889986330216, + 0.9133036560743315, + 1.0063256302193264, + 1.0448919868528035, + 1.060209155310641 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54247, + "cert_evals": { + "36": 0.6471816301345825, + "72": 0.5876826643943787, + "108": 0.5104384422302246, + "255": 0.25678497552871704 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/plant-margin/fold_1/result.json b/UCI_N4/ortho/runs/plant-margin/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0e57faad3bb76d187150e1d2b2f56fedaa307220 --- /dev/null +++ b/UCI_N4/ortho/runs/plant-margin/fold_1/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 100, + "best_val_acc": 0.7606837606837606, + "test_acc": 0.7122153209109731, + "train_size": 400, + "val_size": 234, + "test_size": 966, + "stats": { + "mean": [ + [ + 0.018630191274999833, + 0.0021237185000000623, + 0.020341910000000126, + -0.03847603025000004, + 0.0024851145000002843, + -0.019245363750000032, + 0.01765857999999999, + -0.09520458750000026, + 0.016723600750000407, + -0.020893166249999973, + -0.013275087500000034, + -0.009778451499999922, + 0.02100441234999998, + -0.0006707280500000078, + 0.01202943670000018, + -0.012221054999999943, + 0.026685538499999994, + 0.03934188799999998, + -0.017911806749999953, + -0.004428536999999995, + 0.013875288750000034, + -0.007751707499999634, + 0.03217363749999957, + 0.003825904499999896, + 0.010617184500000114, + -0.03897739600000022, + -0.00972438474999977, + 0.0034970589999999357, + 0.02035820800000013, + -0.037335613750000024, + -0.008548351749999959, + 0.0018481537499997402, + -0.007583834749999951, + 0.04391894749999982, + 0.033370660000000205, + 0.00937306074999997, + -0.013948834999999842, + 0.005821061250000135, + 0.03052180125000005, + 0.02165496999999981, + -0.00854195450000032, + -0.03606767999999988, + -0.017944192250000105, + -0.02588678125000007, + 0.01616825525000002, + -0.00827056050000008, + -0.0017126565000000083, + -0.01656842850000004, + -0.017988074249999902, + -0.03559730630000006, + -0.0036789360499999424, + 0.012461489999999617, + 0.026261220249999995, + -0.020665702500000202, + -0.0005093669999999243, + -0.009416002500000138, + -0.02145052, + 0.012404727999999953, + 0.008414623600000027, + 0.026667712, + 0.023455849999999993, + 0.01995325700000049, + 0.017141528075000113, + -0.00027581000000054354 + ] + ], + "std": [ + [ + 1.041295070488909, + 1.0014805383027654, + 1.0526387415016842, + 0.9348659203435066, + 1.012132944361091, + 0.9779461065975633, + 1.0032476656820697, + 0.765138203982258, + 1.084558801095068, + 1.0155838017759249, + 0.9847823955761184, + 1.0321402388555014, + 1.0519629684769372, + 0.9582131621864026, + 0.9927092815254406, + 0.803704884375634, + 0.9988728657062945, + 1.1858597763171363, + 1.012274069308041, + 1.012471113861707, + 1.0151240798466312, + 0.9972545733894309, + 1.0563298324391637, + 1.0047120258743576, + 1.016702961526915, + 0.9272542628757423, + 1.012180666645035, + 1.0130792339306003, + 0.9869444731802731, + 0.9732936953239708, + 0.9987581693686506, + 1.0025285436476967, + 0.9823926819700436, + 1.13766033578092, + 1.0184063166975657, + 1.0037002652524598, + 1.0159024793557991, + 0.998493316788935, + 1.0374784962262864, + 1.0063283056949195, + 1.0742583169244284, + 0.9634076134691111, + 0.958447407516677, + 1.0041785286506213, + 1.013112893307404, + 0.9769612001923168, + 1.0056368868600618, + 0.9788744628207897, + 0.9629520265558652, + 0.929550730995055, + 0.9854910637585246, + 1.0358257613723332, + 1.0240098398191608, + 0.9303959288426701, + 1.0012547252975355, + 0.9956229965329875, + 1.021855039918818, + 1.0091992464793387, + 0.9897071424780775, + 0.9856059256334351, + 1.0201829621015206, + 1.0268852627871752, + 1.0341940427237508, + 0.9799526515218273 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54247, + "cert_evals": { + "36": 0.6501035094261169, + "72": 0.5755693912506104, + "108": 0.49378883838653564, + "255": 0.23395445942878723 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/plant-margin/fold_2/result.json b/UCI_N4/ortho/runs/plant-margin/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4076faf1602befe48d81754c60a0e7362d574f54 --- /dev/null +++ b/UCI_N4/ortho/runs/plant-margin/fold_2/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 81, + "best_val_acc": 0.7304347826086957, + "test_acc": 0.7195876288659794, + "train_size": 400, + "val_size": 230, + "test_size": 970, + "stats": { + "mean": [ + [ + 0.005920089124999763, + -0.001301032000000133, + 0.0013308824999999258, + 0.008417454999999876, + 0.005976730250000185, + 0.019669846999999876, + 0.010878556750000047, + 0.025150082499999716, + 0.0022754870000003123, + 0.024085954000000003, + -0.005742166250000042, + -0.007721828999999947, + 0.00371573337499994, + -0.012943442949999913, + -0.014590249949999882, + -0.025256129999999963, + -0.011889130000000098, + -0.019724357499999953, + -0.01377830674999994, + 0.006886749000000014, + -0.003516929999999907, + -0.03828019749999969, + 0.005775229999999821, + -0.030314237500000177, + -0.019109295999999804, + 0.04844473150000008, + -0.02716004849999974, + 0.002796986500000034, + -0.019719068250000017, + 0.041975102500000014, + -0.017687051749999974, + -0.021844609375000337, + 0.020916906100000077, + -0.022494655000000176, + 0.026175232000000156, + 0.010884623500000074, + -0.021303965499999796, + -0.0039162167499998055, + -0.015307416500000065, + 0.012900294999999774, + 0.006834127249999801, + 0.027173450000000154, + 0.0027974614999998885, + 0.028211698749999896, + -0.0031931937499999692, + 0.011277844999999809, + 0.00992980717499997, + -0.013968735000000017, + -0.01707076174999997, + 0.01365854819999998, + -0.0014908621499998933, + 0.009138499999999666, + 0.02060593399999994, + 0.007099336749999857, + -0.003448647499999997, + 0.0015010997499998568, + -0.03850890625000006, + 0.0022736427499999282, + -0.013522159549999977, + -0.0332120949999999, + 0.005866322499999921, + -0.004317283999999508, + -0.00538338794999997, + -0.0069175300000004145 + ] + ], + "std": [ + [ + 1.0010921783674436, + 0.9945407140012373, + 1.005748587963517, + 0.9668282590649625, + 1.0031010346345277, + 0.9967928785295819, + 0.9751713195709866, + 1.1467050887662724, + 0.9392946439639414, + 0.9895328846805108, + 0.9767912569515301, + 0.9727489873091506, + 0.9701070098004984, + 1.0053545262016492, + 0.9846236608578788, + 0.7727736342078088, + 0.971944708609996, + 0.8826840113147226, + 0.98563931252641, + 0.9711438420390225, + 0.9629058280406353, + 0.9716674314378894, + 1.1301355955709167, + 0.9477815286674603, + 0.9881704764475729, + 1.0137752766865444, + 0.9583402354865277, + 0.9958443104934569, + 0.9663730766877806, + 1.0669358291663034, + 0.955827255033273, + 0.9505215572351379, + 1.0084010054173358, + 0.9871444837708967, + 1.0130833200270473, + 1.043702427349745, + 0.9912743901116762, + 0.973685836703786, + 0.985763394194837, + 1.0377291955455417, + 1.0077815203197755, + 1.0141762382944473, + 1.019662919156708, + 1.046456382869172, + 1.0332849966442448, + 1.0406499407344652, + 0.9961622026264285, + 0.9855957603524927, + 0.9824473993933991, + 1.0388871379951687, + 1.0170409949547163, + 1.03216407460882, + 1.0347227568843633, + 1.0401704190454892, + 0.9504580582249552, + 0.9606350019976608, + 1.0073622594193574, + 1.0173972038824486, + 0.9758624776113387, + 1.017294570276939, + 1.1903867160054817, + 1.041760575180181, + 0.9817904646611345, + 0.9934098271111226 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54247, + "cert_evals": { + "36": 0.6505154967308044, + "72": 0.5762887001037598, + "108": 0.5030928254127502, + "255": 0.23505155742168427 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/plant-margin/fold_3/result.json b/UCI_N4/ortho/runs/plant-margin/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..789d5ab5db35c528993816c1c0400615c4b08212 --- /dev/null +++ b/UCI_N4/ortho/runs/plant-margin/fold_3/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 42, + "best_val_acc": 0.6482213438735178, + "test_acc": 0.7127771911298838, + "train_size": 400, + "val_size": 253, + "test_size": 947, + "stats": { + "mean": [ + [ + 0.0049220609499997505, + 0.014300554999999927, + -0.013117759999999938, + 0.0006888637499999897, + 0.014571960000000097, + -0.029186410499999996, + 0.002400438750000075, + -0.053890317500000125, + 0.010837756000000382, + -0.043686283749999874, + 0.00818919124999994, + 0.02274708350000002, + -0.010304195600000106, + 0.021186932849999934, + 0.02806746060000008, + 0.03340746249999935, + -0.023547052000000096, + -0.033522315499999976, + 0.008610349500000156, + 0.027052154499999995, + -0.010934992499999938, + 0.006081485000000295, + 0.02777317250000039, + 0.016383195499999857, + 0.03879757150000023, + -0.021655729750000265, + 0.014864098750000401, + 0.036007804000000046, + -0.006075429999999921, + -0.019079332500000098, + 0.046873371749999754, + 0.020189249124999916, + -0.006358586449999976, + -0.01606563250000019, + -0.011602580249999888, + 0.013908655750000045, + -0.026925847499999826, + 0.04435231250000004, + 0.0030248995000000476, + 0.04331075999999964, + -0.010036047250000119, + -0.020255887499999837, + 0.016312687999999884, + 0.0007390799999998633, + -0.01058009674999995, + 0.022933002500000025, + 0.018606085150000003, + -0.02793774274999995, + 0.02640782450000013, + 0.0009197187999999446, + 0.01879274900000016, + -0.012793932500000254, + -0.05696751475000014, + 0.009623771999999869, + -0.014076831999999899, + 0.03262045174999992, + -0.03750922250000002, + -0.020068239750000067, + 0.007511379900000031, + 0.011995891500000104, + 0.001957915000000034, + 0.008284810500000324, + -0.03583419272500005, + 0.025183247499999534 + ] + ], + "std": [ + [ + 1.0292860056491944, + 1.0292792317834558, + 1.021157636187128, + 1.0004671883473788, + 1.0099925807918118, + 0.940459599532873, + 1.0284403765468189, + 0.8253858457506277, + 1.0205839902595195, + 0.9375845702209917, + 1.0276192722636466, + 1.0352781665590673, + 1.00573951678478, + 1.0168176366617936, + 1.0354526336454533, + 1.409467384284455, + 1.0173514777145187, + 0.9176768917465363, + 0.9987312571300704, + 1.011937740881034, + 0.998584402272729, + 1.056733717686757, + 1.037552726041927, + 1.0142258428702424, + 1.035939823876147, + 0.9963005677388238, + 1.0191184901038401, + 1.0189027476350714, + 0.9772965657228759, + 0.9822876158929498, + 1.1026232958885742, + 1.0501886707528871, + 0.9971602814316513, + 1.0340674788196675, + 0.9800225335712383, + 1.0197769718133536, + 0.9741149929553732, + 1.042912622378931, + 0.9736271090391864, + 1.061534430063924, + 0.9526685914619262, + 1.0048497041951536, + 1.0274317900005205, + 0.9912072467959292, + 0.9895627947501346, + 1.0186115853191826, + 1.013480663944259, + 0.9413201803178272, + 1.0436199704257596, + 0.9898799364419235, + 1.0333854032952587, + 0.9495359391868493, + 0.9383015025414292, + 1.0126790152589706, + 0.9761807480062364, + 1.0554871962715169, + 0.9748100083771338, + 0.9555452645008876, + 1.0523449870830452, + 0.9961427848161136, + 1.2062430696295, + 1.0118419269696228, + 0.9775440389434499, + 0.9524811445180422 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54247, + "cert_evals": { + "36": 0.6293559074401855, + "72": 0.5596621036529541, + "108": 0.48468852043151855, + "255": 0.20802535116672516 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/plant-shape/fold_0/result.json b/UCI_N4/ortho/runs/plant-shape/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0cc66c66a46d7e592340e755a8bc0e65f4ce14c9 --- /dev/null +++ b/UCI_N4/ortho/runs/plant-shape/fold_0/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 86, + "best_val_acc": 0.5560747663551402, + "test_acc": 0.49898580121703856, + "train_size": 400, + "val_size": 214, + "test_size": 986, + "stats": { + "mean": [ + [ + 0.010793134649999947, + 0.0029814738750000274, + -0.005680250974999982, + -0.00999388868249995, + -0.018943553000000047, + -0.022220061225000066, + -0.023538591772499947, + -0.023104606949999985, + -0.022654011850000027, + -0.013826088777500009, + -0.012183569699999982, + -0.019542425225000024, + -0.021094745304999968, + -0.013662524125000061, + -0.007497562182500008, + -0.004011965550000029, + -0.0018356184500000372, + 7.94950000007455e-06, + 0.00456346359999991, + 0.002077647049999971, + 0.005165495805000022, + 0.009402297242499979, + 0.008459789907500027, + 0.010384120812499977, + 0.009072800484999985, + 0.009275099372499976, + 0.011333548210000006, + 0.00974336192500002, + 0.009874121385000021, + 0.013796312999999978, + 0.0035003747700000252, + -0.0006504867999999986, + -0.006737763249999974, + -0.009779546075000065, + -0.009547967425750021, + -0.008340889135000092, + -0.01037015690000003, + -0.015118204249999967, + -0.014712120350000033, + -0.011817635924999998, + -0.01854881525000002, + -0.021627437300000017, + -0.02562561288749998, + -0.02507883772499999, + -0.01957355992500001, + -0.010989493799999993, + -0.004170166650000026, + -0.0007832742674999737, + -0.0008414850850000529, + 0.0014383313750000115, + 0.008277859025000037, + 0.015007289872500043, + 0.02009162649999997, + 0.020694419627500026, + 0.02312079630000003, + 0.02027844062500002, + 0.012670696450000017, + 0.011923742850000028, + 0.008522531550000014, + 0.0021193726999999838, + 0.00027873594999999404, + -0.005514954024999976, + -0.005619866314999964, + 0.000804423425000044 + ] + ], + "std": [ + [ + 1.0193984315579283, + 1.0138728773194225, + 1.0025119027839187, + 0.9926201913273888, + 0.9797572939727588, + 0.9675431762012998, + 0.9562849021750489, + 0.9457765924705838, + 0.9453288165685446, + 0.9493183692891524, + 0.9510566730800354, + 0.9587654362947835, + 0.9708540170515252, + 0.9906082656256265, + 1.0060018623497948, + 1.0090880491601784, + 0.9970255943580457, + 0.9966975594633455, + 1.0075598104469696, + 1.0193962682636182, + 1.040522735169908, + 1.0407459188197639, + 1.0303725268059722, + 1.0256419706953475, + 1.0198382842786065, + 1.0197936843070703, + 1.0266695425622123, + 1.0253571333157874, + 1.0153590777307844, + 1.0110354025342352, + 1.0181892223475282, + 1.0166426127543688, + 1.011169701470929, + 1.0054929366994545, + 1.0096458368985821, + 1.0140452905977049, + 1.009910026151903, + 0.9911465124845928, + 0.981395028524588, + 0.9714368920896277, + 0.9640569672295396, + 0.9682443777583067, + 0.9618240790560709, + 0.9651476273791817, + 0.9697583533908924, + 0.9857642722747081, + 0.9945128871244862, + 0.998379374233736, + 1.0006314561941052, + 1.008050481132436, + 1.0268004129156558, + 1.0452850694975346, + 1.0563281717760602, + 1.0509178269869455, + 1.0471449082028836, + 1.0431100616694575, + 1.035476811024627, + 1.0416661017312363, + 1.0428844632918242, + 1.0319514866130477, + 1.029873132188317, + 1.028802362627988, + 1.0249104343768467, + 1.0178924453800364 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54247, + "cert_evals": { + "36": 0.3732251524925232, + "72": 0.2596348822116852, + "108": 0.19472616910934448, + "255": 0.03853955119848251 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/plant-shape/fold_1/result.json b/UCI_N4/ortho/runs/plant-shape/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..939134a895afe91c32df1f680a0f227638bb20f1 --- /dev/null +++ b/UCI_N4/ortho/runs/plant-shape/fold_1/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 72, + "best_val_acc": 0.491869918699187, + "test_acc": 0.48742138364779874, + "train_size": 400, + "val_size": 246, + "test_size": 954, + "stats": { + "mean": [ + [ + -0.01969966857750001, + -0.018735893250000035, + -0.01923726170000004, + -0.01765154066999996, + -0.021040157724999967, + -0.020549986874999978, + -0.01802188749999998, + -0.013611070524999968, + -0.01314826475000005, + -0.010111033277499976, + -0.011831655162500052, + -0.009240258725000013, + -0.004857546977500041, + -0.003872501354999996, + -0.004503420224999966, + -0.007399539599999919, + -0.009506949104999987, + -0.00983436382500002, + -0.0073349694900001206, + -0.0026293045575000932, + -0.005217706800000011, + -0.01053002465000001, + -0.011560438125000017, + -0.009075882437499998, + -0.0045980930749999985, + -0.008758359152500011, + -0.012621292225000027, + -0.016511235369999985, + -0.028317963276500033, + -0.02497353765000002, + -0.014343673825000004, + -0.008610495525000058, + 0.004172939175000043, + 0.0019351163249999698, + -0.004373591600750041, + -0.0077125528000000455, + -0.01211637097500002, + -0.01259113399249995, + -0.012157099130000017, + -0.014399237225000002, + -0.009437209475000015, + -0.0046622409374999915, + -0.006370976337500016, + -0.011270999825000006, + -0.015921284525000006, + -0.012410074750000007, + -0.014884673650000003, + -0.016949542649999955, + -0.017354671999999977, + -0.011285483702500028, + -0.009929046974999904, + -0.007901803479999947, + -0.00815231512075005, + -0.010049489069999949, + -0.011786209875000047, + -0.014985319077499979, + -0.019011035099999973, + -0.008162044849999986, + -0.0058525207999999595, + -0.01041489936249999, + -0.011318642174999963, + -0.015970219724999984, + -0.026622342699999985, + -0.029072289924999974 + ] + ], + "std": [ + [ + 0.9860131433859547, + 0.9839451298693502, + 0.9815653890681931, + 0.9791684843455107, + 0.9793192609145278, + 0.980950701990714, + 0.9884282309487391, + 0.9817147072820436, + 0.9862993933397015, + 0.9922815938909398, + 0.9847563677603288, + 0.9853865969758397, + 0.9879672222996878, + 0.9946824106249518, + 0.9961943172051062, + 0.9902136279887243, + 0.9887680048123522, + 0.993003063211071, + 1.0071770840518683, + 1.0247666604590329, + 1.0257137801878309, + 1.011455364670402, + 0.9947052989179791, + 0.9869387562943811, + 0.9888179645496713, + 0.987009987810631, + 0.9897190394535154, + 0.991361121462267, + 0.992989633996112, + 0.9961724937704427, + 0.9897090546568476, + 0.9844393105882888, + 0.9858088094372514, + 0.9942345793157213, + 0.9949467347271544, + 0.9941801452632953, + 0.9935755677210956, + 0.9940539923777484, + 0.9871617326295817, + 0.9809194296573341, + 0.9841049037423958, + 0.9872912480789516, + 0.9853330949312704, + 0.9809868668056975, + 0.977760884105985, + 0.9785005795193457, + 0.9774791029379978, + 0.9747292923736738, + 0.9892632184812155, + 0.9903128998680867, + 0.9995507672572046, + 1.012420498620147, + 1.014423356554454, + 1.0113780719858716, + 1.0085495954493642, + 1.0103910622541978, + 1.0042573664175571, + 0.9954666158538873, + 0.9825056771440344, + 0.969748087810821, + 0.9684376869484385, + 0.9687387646565352, + 0.9685510643060194, + 0.9716172187511043 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54247, + "cert_evals": { + "36": 0.3689727187156677, + "72": 0.2641509473323822, + "108": 0.17714883387088776, + "255": 0.046121589839458466 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/plant-shape/fold_2/result.json b/UCI_N4/ortho/runs/plant-shape/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b185202c5dbc36a550ce56ac783fc125ef1b4857 --- /dev/null +++ b/UCI_N4/ortho/runs/plant-shape/fold_2/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 76, + "best_val_acc": 0.4723404255319149, + "test_acc": 0.46217616580310883, + "train_size": 400, + "val_size": 235, + "test_size": 965, + "stats": { + "mean": [ + [ + -0.011195848850000047, + -0.014077039849999994, + -0.015681537625000016, + -0.015262547177500023, + -0.018894034979999984, + -0.023536119524999965, + -0.016015195249999968, + -0.008908977427499989, + -0.005013930349999998, + -0.007225348899999984, + -0.008182635, + -0.00789371312500003, + -0.011035066974999978, + -0.005199030499999984, + 0.005315251324999976, + 0.011141104150000055, + 0.011588849470000002, + 0.009680554374999966, + 0.010888354087499948, + 0.010037595079999946, + 0.011800275580000021, + 0.007671618275000015, + 0.006882413550000033, + 0.0062716886124999935, + -0.0019262105499999794, + -0.002007641149999968, + -0.003485761440000005, + -0.0017775631049999818, + 0.0007400688484999391, + -0.0018860717750000106, + -0.006113297799999992, + -0.013600633775000042, + -0.020458192474999966, + -0.023048553475000007, + -0.019547718700000005, + -0.01125536750999998, + -0.014651312500000012, + -0.017176074307499963, + -0.015313710324999983, + -0.018115000749999995, + -0.02384295694999999, + -0.02221634045249998, + -0.019668475399999934, + -0.016640133125000005, + -0.011789776774999969, + -0.006203905024999959, + -0.004540449625000036, + 0.0006846066824999924, + 0.006433635392500026, + 0.0017259993975000153, + 0.0026194728225000024, + 0.002456912675000057, + 0.0035687386999999193, + 0.003967900025000002, + 0.008058575125000038, + 0.009259356747499982, + 0.009820443250000033, + -0.000526142624999981, + -0.007535754924999987, + -0.006530597337499988, + -0.00488854567499998, + -0.004628704975000013, + -0.006573741065000051, + -0.008198970250000055 + ] + ], + "std": [ + [ + 0.9997831577603109, + 1.0025959495608783, + 0.9981200898415419, + 0.9862363254781552, + 0.9807001230728768, + 0.9703599657486957, + 0.9542469081610001, + 0.9473845839451106, + 0.9547713929170183, + 0.9636033061770535, + 0.9759543385191676, + 0.9833507068982068, + 0.9860092538737429, + 0.9928824474026815, + 1.009087175522555, + 1.0225369274879927, + 1.0377746120861517, + 1.047008477348557, + 1.0437668765399934, + 1.0330775502764258, + 1.0319662406027479, + 1.030352484762016, + 1.0343435297883754, + 1.0306714836465332, + 1.0227257424915315, + 1.0163750005569692, + 1.0080783487785092, + 1.0057728718253096, + 1.0031574142753106, + 0.9970437490537768, + 1.0039054666803333, + 1.0092902332461646, + 1.015955753316646, + 1.0094451596904581, + 0.9971506877338592, + 0.9797514030945054, + 0.9606748456549195, + 0.9429643662114964, + 0.9357296749897012, + 0.9401794981595187, + 0.9451576738004599, + 0.9529959594959825, + 0.9553731219059256, + 0.952474899040048, + 0.9565245724608336, + 0.9697603305783443, + 0.9863202900077532, + 0.9954169393962655, + 1.0081946986669663, + 1.0156075960594253, + 1.0253976925038635, + 1.0300309888526664, + 1.0402541851284346, + 1.0433040030246603, + 1.0375395049686613, + 1.0264815045978641, + 1.021912736268765, + 1.0088758758830503, + 1.003466814657958, + 1.0086525159597994, + 1.0137559378643732, + 1.0086686244063605, + 1.006042971236659, + 1.0003260366638576 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54247, + "cert_evals": { + "36": 0.3450777232646942, + "72": 0.24766840040683746, + "108": 0.16580311954021454, + "255": 0.041450779885053635 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/plant-shape/fold_3/result.json b/UCI_N4/ortho/runs/plant-shape/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ba22d28f5d6a1a9cc790706b38c348dfb1e428e8 --- /dev/null +++ b/UCI_N4/ortho/runs/plant-shape/fold_3/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 95, + "best_val_acc": 0.4801762114537445, + "test_acc": 0.48612538540596095, + "train_size": 400, + "val_size": 227, + "test_size": 973, + "stats": { + "mean": [ + [ + -0.01614315225000004, + -0.007862261849999979, + 0.00030315945000001577, + -6.585304499997488e-05, + 0.0033457709750000114, + 0.009937330912499974, + 0.010135651675000024, + 0.009038938675000023, + 0.008931583272500009, + 0.009906352275000018, + 0.013642040799999994, + 0.017299261174999987, + 0.019865335000000005, + 0.019657458469999986, + 0.022414197692500006, + 0.02512643972499996, + 0.026877304525000024, + 0.0296143309, + 0.027764356497500045, + 0.024134231862499998, + 0.021181714175000043, + 0.02076543959999998, + 0.018820411632499992, + 0.016560606787500022, + 0.014716417624999967, + 0.015544499800000031, + 0.008937221650000026, + 0.0035691808475000007, + 0.00756637997750002, + 0.010582013399999977, + 0.00892202232, + 0.010522723749999905, + 0.009224050324999985, + 0.011262885774999978, + 0.012877923949999981, + 0.008631394499999978, + 0.013585739524999963, + 0.012593921374999985, + 0.00966451497500001, + -0.0018835844000000157, + -0.0072232187000000215, + -0.0024773558750000612, + 0.004778897314500035, + 0.010836082050000053, + 0.013114038100000038, + 0.012921894249999984, + 0.011661495899999983, + 0.006202870582499988, + 0.009554275007499979, + 0.010892630822499966, + 0.015263733174999995, + 0.018143591994999972, + 0.01859551449250001, + 0.01313465375500002, + 0.01828117135000002, + 0.021080939575000034, + 0.020155471175000023, + 0.02226961222499997, + 0.019368037950000003, + 0.018775792600000018, + 0.018483347624999945, + 0.009753726052499946, + -0.0015497268675000327, + -0.011832948350000021 + ] + ], + "std": [ + [ + 0.9690180900805035, + 0.9727335201919173, + 0.9764755262740973, + 0.9829585179082819, + 0.9924285501408081, + 1.0058984225928205, + 1.0139421119627963, + 1.0204714628277265, + 1.024761969275269, + 1.0411321691366637, + 1.051554346720804, + 1.0528939116549463, + 1.048231049542776, + 1.035208648003462, + 1.0211826349075386, + 1.021066390612321, + 1.0225781515263015, + 1.0234107662776533, + 1.013889389780415, + 1.002809268474515, + 1.005659594852486, + 1.0123290373188114, + 1.0154559039015623, + 1.013290801738594, + 1.0094740964231081, + 1.0002162486552635, + 0.9914378185750687, + 0.9943868019460187, + 0.9942535553869897, + 0.9896262981629789, + 0.9859228057329431, + 0.9860916917991401, + 0.9824333417893006, + 0.9869225315171396, + 0.9958671872185834, + 0.999358349920491, + 0.9902030063817621, + 0.9953941674238796, + 1.0044794940384356, + 1.01450410197358, + 1.0212449253894722, + 1.031533466370799, + 1.0310663353310807, + 1.0299586525323416, + 1.0140754261682852, + 1.0146983653439086, + 1.010949221001189, + 0.9984754004996209, + 0.9996230059073175, + 1.0023281510239592, + 1.0083940727060101, + 1.0104207218854935, + 1.0188090918448567, + 1.0267152458848512, + 1.0256934112800635, + 1.0177374007859166, + 1.004324219711767, + 0.9955156869267784, + 0.9865523378817893, + 0.984584448748711, + 0.9818097517909892, + 0.9865486470036113, + 0.9850111209189524, + 0.9782242969255907 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54247, + "cert_evals": { + "36": 0.3895169794559479, + "72": 0.28776979446411133, + "108": 0.20863309502601624, + "255": 0.047276467084884644 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/plant-texture/fold_0/result.json b/UCI_N4/ortho/runs/plant-texture/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..65dd7cfce79a0b2a272c7588ec176fa4fc6fbc5a --- /dev/null +++ b/UCI_N4/ortho/runs/plant-texture/fold_0/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 76, + "best_val_acc": 0.6867469879518072, + "test_acc": 0.6736842105263158, + "train_size": 400, + "val_size": 249, + "test_size": 950, + "stats": { + "mean": [ + [ + -0.016478091624999976, + -0.014961091800000008, + -0.004249621250000072, + 0.023384388500000127, + 0.005502324450000172, + 0.0145078697499998, + 0.0045305880750000724, + -0.03467714649999986, + 0.004193091999999971, + 0.012809078150000047, + -0.009651387200000038, + -0.01915911049999979, + -0.008120220149999673, + 0.007483559499999939, + -8.819250000012408e-06, + -0.019568870142500156, + 0.028020058549999945, + 0.022078226650000053, + 0.0008334952449999984, + -0.0007628900000000476, + -0.033131676325000525, + -0.02417429049999988, + 0.012456803749999997, + 0.002599056999999966, + -0.016433078500000114, + -0.0015455646349999707, + 0.03351081127500002, + -0.00866295650000013, + -0.001216327300000051, + 0.02500025624999989, + 0.002615395250000011, + 0.004382452249999722, + -0.0336998632, + 0.024454489599999945, + 0.006896749999999824, + 0.0024042895000002573, + -0.0489830051999999, + -0.0018739831749999436, + -0.0027442942499998836, + 0.014888681500000006, + 0.039273120399999896, + -0.03620304349999986, + 0.01871371774999999, + 0.0017737930000000502, + 0.03068173249999988, + 0.005476874500000017, + -0.018285551499999983, + -0.01942126079499999, + 0.020034201150000052, + -0.04440868274999999, + -0.0031926880000002233, + -0.009055307999999866, + 0.01178355375000011, + 0.006780597750000028, + -0.015243231374999874, + 0.051239233250000044, + 0.01800514339999995, + 0.008651616399999893, + 0.0034974595000000232, + 0.03453392162500026, + -0.006043314750000227, + 0.012514663999999986, + 0.043475420250000084, + -0.02456098675000002 + ] + ], + "std": [ + [ + 0.9009966230602708, + 0.9364276177287642, + 0.9754761006143327, + 1.0291666417884513, + 1.0289691228068274, + 0.9876927454085853, + 0.9560626059354702, + 0.9597522889147546, + 0.9994773403976824, + 1.0152637844096681, + 0.9520114484241692, + 0.9432619847706322, + 0.9482931419315812, + 1.0591026895126023, + 0.9522570318080412, + 0.9864956149999131, + 1.084922016377646, + 1.173758426456074, + 1.0592998584844, + 1.0606714617823771, + 0.8614306216418535, + 1.0345366597359764, + 1.042209469105469, + 1.0348653782485668, + 0.9988649975902255, + 1.0174988947519772, + 1.0858204535316325, + 0.9739602296564857, + 1.0131848275815751, + 1.0264935540496496, + 0.9816966426566287, + 1.0024562576995246, + 0.9036181164894379, + 1.0437722258848774, + 0.9846104856336191, + 1.0510739753463445, + 0.8892428833739887, + 0.9794996248503948, + 0.9461971557449678, + 1.0298104390925615, + 1.1599976257671403, + 0.9173959381413883, + 0.9736629274573383, + 0.9990534408909421, + 1.0761727962998655, + 0.9933289670108497, + 0.9771946168612999, + 1.032165319421753, + 1.0398720209157222, + 0.9587359927023673, + 1.012139905486573, + 0.9975269161128212, + 1.0373603976704429, + 0.9974923617573629, + 1.0098998196849565, + 1.1923604394819194, + 1.0833214484639513, + 1.0328745232566003, + 1.0402739857013459, + 1.1225366590688706, + 0.9261829634072084, + 1.0546429695267736, + 1.0777446293534623, + 0.9933512209550289 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54247, + "cert_evals": { + "36": 0.6326315402984619, + "72": 0.5799999833106995, + "108": 0.5305262804031372, + "255": 0.3263157606124878 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/plant-texture/fold_1/result.json b/UCI_N4/ortho/runs/plant-texture/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4d792dff7df2d69361d4558124e221a013c3916f --- /dev/null +++ b/UCI_N4/ortho/runs/plant-texture/fold_1/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 66, + "best_val_acc": 0.6798418972332015, + "test_acc": 0.7103594080338267, + "train_size": 400, + "val_size": 253, + "test_size": 946, + "stats": { + "mean": [ + [ + -0.004256254850000026, + 0.021923264150000024, + -0.012071683000000069, + -0.011057278499999901, + -0.017880446849999797, + 0.0011827752499998178, + -0.0027601811999999146, + -0.0251483662499997, + 0.055288276499999955, + 0.018802836700000086, + 0.000680779799999956, + -0.003705401924999697, + -0.0076088335999996695, + -0.006072732000000045, + 0.0014956542500000531, + -0.02329864526500025, + 0.00074919069999995, + 0.034619562699999926, + 0.014588840164999981, + -0.0003229700500000161, + 0.03756710242499937, + -0.018300292499999992, + 0.015038550999999963, + 0.038566000999999954, + -0.024540214250000143, + 0.03385858173000003, + -0.01502205307499997, + -0.03221403250000019, + -0.03763231055000007, + -0.0005684717500001015, + 0.005178833750000021, + 0.0232263649999997, + -0.018164639750000218, + -0.0284664659000001, + 0.014296748749999815, + -0.01446542499999974, + 0.017083458499999923, + -0.05198149362499994, + 0.02665897775000016, + 0.0006017054999999511, + -0.023385096025000055, + -0.00870071099999995, + -0.02645367400000001, + 0.030389902050000018, + -0.010937763500000006, + -0.05008216174999998, + -0.014492351249999987, + -0.029835240265000052, + -0.0028061221000000624, + 0.012136923749999967, + 0.04889772374999951, + -0.005096808249999897, + -0.007376563999999944, + 0.017595101374999984, + -0.013797275999999694, + 0.054841677249999804, + -0.058722712075000016, + 0.03106128492499999, + 0.04723510375, + 0.03316721925000017, + -0.00928761275000021, + 0.004404617250000025, + -0.002385128999999882, + -0.039578189499999986 + ] + ], + "std": [ + [ + 1.0176195895454074, + 1.0490244648468456, + 0.9960419330218429, + 1.0013824399376616, + 0.9994469044392366, + 0.9946100427625639, + 1.0157545132253116, + 0.9788609202986969, + 1.071845617834868, + 0.9893086678710389, + 0.9761446960534231, + 1.0226495027246933, + 1.039042345736355, + 0.9862504907230619, + 1.010782124858231, + 0.9283410333997018, + 0.9169243300337626, + 1.2172212453002578, + 1.0463189591077335, + 1.0069757171220548, + 1.1331476744057545, + 0.9469821203572525, + 1.056155176364169, + 1.0595663845370344, + 0.9428967883897005, + 1.0970228794322368, + 0.9685633455294996, + 0.9741644818618026, + 0.9143633677590421, + 1.0691597858758368, + 1.01412670505509, + 1.070121954375621, + 0.951399475845066, + 0.9830032176811866, + 1.0946821401422548, + 0.9450181434403627, + 1.0182514042513124, + 0.9407099037863594, + 1.0799791344020868, + 0.9842100577075739, + 0.9049268404343978, + 0.9743966176706755, + 0.9614307865494272, + 1.0589976460635564, + 1.033707681388281, + 0.9570270454194322, + 0.9726967073724329, + 0.9598087507205947, + 1.0248291708573996, + 1.0065887165171423, + 1.1899283807762595, + 1.046684908157972, + 0.9585960515533316, + 1.0015106988574207, + 0.9882827515120411, + 1.1390243681390715, + 0.903234233001017, + 1.0770406438636961, + 1.0289747705280785, + 1.108986637240471, + 0.9644875764134929, + 0.9341662575099802, + 1.0003551075843455, + 0.9381906895869818 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54247, + "cert_evals": { + "36": 0.6733615398406982, + "72": 0.6183932423591614, + "108": 0.5665962100028992, + "255": 0.3298097252845764 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/plant-texture/fold_2/result.json b/UCI_N4/ortho/runs/plant-texture/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9b7f98217b11d3e7b48574aa1d3bc19c699da962 --- /dev/null +++ b/UCI_N4/ortho/runs/plant-texture/fold_2/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 68, + "best_val_acc": 0.716, + "test_acc": 0.7007376185458377, + "train_size": 400, + "val_size": 250, + "test_size": 949, + "stats": { + "mean": [ + [ + 0.006781644050000072, + -0.01704826455000003, + -0.002251882250000035, + -0.0028131144999998512, + -0.005865192699999791, + 0.009570933999999944, + -0.009578214299999865, + -0.024165803499999656, + -0.01858652050000008, + -0.016836627099999942, + 0.022271386250000094, + 0.02783143624999974, + 0.013649515400000272, + 0.03256191874999994, + 0.007509060350000286, + 0.028498989239999706, + 0.009155898099999922, + -0.05709269885000008, + -0.011131543627500075, + 0.007129308599999935, + 0.009527655224999435, + 0.048195565000000024, + -0.03163669524999997, + -0.012298672749999962, + -0.015361769500000262, + -0.020092703134999917, + 0.00814105310000005, + 0.010467141749999798, + 0.000659113049999987, + 0.0005926604999999846, + -0.003039380250000019, + 0.006916299999999689, + 0.0028526314500000234, + 0.02393395764999979, + -0.017349249750000083, + -0.004382585749999812, + 0.0006067708249999293, + -0.02260160009999996, + -0.020113583249999886, + -0.027872431749999968, + 0.012264436799999952, + 0.015939157750000252, + -0.014283123999999987, + -0.014588402899999955, + 0.013490449499999968, + 0.011403421250000092, + 0.012658765250000021, + -0.014379616514999992, + 0.014957853600000057, + 0.00609202149999992, + -0.02169176450000027, + -0.0238132444999999, + -0.016261851749999882, + -0.006561618624999998, + 0.00928921537500022, + -0.0672483589999997, + 0.0054866013749999285, + 0.003738513875000059, + -0.02022912349999999, + -0.003440074000000029, + 0.030528467999999764, + 0.03239571075000004, + 0.03326437500000009, + -0.011354963499999924 + ] + ], + "std": [ + [ + 1.0176353776788036, + 0.9190930489962008, + 1.0268538651935009, + 0.9999682393873391, + 0.9984018173866293, + 1.0374879590245607, + 0.9749352350820676, + 0.996266197839155, + 0.9511625612934416, + 0.9876855487180032, + 1.105409076208761, + 1.0321003973234553, + 1.0235494324640213, + 1.1213865795944102, + 1.0879930289006665, + 1.0838318604426802, + 1.0877272851283968, + 0.774752481406204, + 1.0373588129982505, + 0.9969058944401101, + 1.011738502430844, + 1.1511835702083388, + 0.9377685226320285, + 1.0219749119064445, + 0.92170310125349, + 0.9806129656814709, + 1.0038200109094886, + 1.0479216121391026, + 1.0231420017542938, + 0.9787899196190312, + 1.0290085842795444, + 1.0501562971981688, + 0.9469912325322501, + 1.0353208445844364, + 0.9577479946023613, + 0.9403622048724667, + 0.9697131314173383, + 0.9465545623876653, + 0.9782386950900146, + 0.9139584627856204, + 0.9779691745581587, + 1.0259013952137952, + 0.9330608640569992, + 0.942152577459924, + 0.9978008930918613, + 1.0501702677822984, + 1.0356406401318516, + 0.9717916536323801, + 0.982544393973635, + 1.047669652090456, + 0.8616845618348262, + 0.9101934286793992, + 1.0301962610060198, + 0.9575486231894531, + 0.9827140500471714, + 0.5778539784498753, + 0.9613134752896453, + 1.0047774832021952, + 0.9907827459169802, + 0.9871971074482115, + 1.162147207193799, + 1.0844411935907712, + 1.0567242900140779, + 0.9982258566338452 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54247, + "cert_evals": { + "36": 0.6491042971611023, + "72": 0.5953634977340698, + "108": 0.5479452013969421, + "255": 0.29399365186691284 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/plant-texture/fold_3/result.json b/UCI_N4/ortho/runs/plant-texture/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1c1e6651f5411d283a20b0f551f5c3e0da241eb5 --- /dev/null +++ b/UCI_N4/ortho/runs/plant-texture/fold_3/result.json @@ -0,0 +1,158 @@ +{ + "best_epoch": 65, + "best_val_acc": 0.7448559670781894, + "test_acc": 0.6903765690376569, + "train_size": 400, + "val_size": 243, + "test_size": 956, + "stats": { + "mean": [ + [ + -0.014342517400000006, + -0.010508095700000018, + 0.020846525499999963, + 0.0065602567500000954, + 0.04070300080000023, + 0.005624379000000016, + 0.010057827824999985, + -0.0016692939999995607, + -0.0012298350000000452, + 0.004113477850000035, + -0.006016862100000142, + -0.027265562499999736, + 0.012290107750000214, + -0.017597352249999944, + -0.05018481082499988, + -0.019962193892500257, + -0.01139161950000006, + -0.022701001150000014, + 0.0013786910799999214, + -0.014646860050000085, + -0.015396491325000532, + 0.008186758999999919, + 0.04188897099999995, + 0.029843807999999857, + -0.027753020000000236, + -0.0005539261349998608, + -0.017307911899999966, + 0.011377426749999739, + -0.022145610699999995, + 0.007566919749999868, + -0.027431704249999946, + 0.042545776999999674, + 0.052352197149999995, + -0.006990049900000131, + 0.010389971999999801, + 0.018498143250000078, + 0.06626066654999992, + 0.00848889462500006, + -0.018184080999999918, + 0.01926874899999994, + -0.03685933877500006, + 0.0007597582500002853, + -0.02537281875000002, + 0.008902194600000003, + 0.02412217824999988, + 0.031126447000000078, + 0.024641684499999875, + 0.0029474992500001605, + 0.005532393600000062, + -0.008580874249999974, + -0.015919812000000293, + -0.00023579924999993536, + 0.03706109150000009, + -0.0008052041249999526, + -0.03436781549999974, + 0.022327436750000006, + 0.007519205675000007, + -0.011987557750000155, + 0.01592568225000001, + 0.005316474750000138, + -0.0004174132500002535, + -0.032213199249999686, + -0.031228355999999867, + 0.02102232000000007 + ] + ], + "std": [ + [ + 0.8692420724813031, + 0.949763414888491, + 1.0642544830753824, + 1.0472839362776507, + 1.0901344960110089, + 1.0448532151498395, + 0.9860966887034024, + 0.992983631561972, + 1.0149294022896036, + 0.9431952484176876, + 1.0340529605805364, + 0.9513173925745501, + 1.0567752587933925, + 0.9542576532027438, + 0.7813209238320555, + 0.9338054729806743, + 0.9321480764995789, + 0.8561905534972463, + 0.9927488431023881, + 0.9167664054814741, + 0.9198840727955573, + 1.0334423218940791, + 1.0542630877180026, + 1.0910912930890575, + 0.9104729281174669, + 0.940879543920847, + 0.9516761628090449, + 1.0514139332592722, + 0.9431400801236285, + 1.0295711364901166, + 0.8800987512468141, + 1.1173664674104642, + 1.1433392914474967, + 0.9617273036124687, + 1.037564686694581, + 1.0144405124623135, + 1.141213336619724, + 0.9794696310119911, + 0.9763734610882173, + 1.0315472144044722, + 0.937513787219726, + 0.9989573963275813, + 0.898086886732961, + 1.0058174039027852, + 1.0273289677810482, + 1.0127412982823678, + 1.0261552552616107, + 1.0621741318043578, + 0.9715566474052263, + 0.9644661846983199, + 0.8986136195077067, + 0.9995526222906947, + 1.0617704910396841, + 1.063170800289359, + 0.9564967404036995, + 1.2714040020058475, + 1.0285638690116818, + 0.9378454050408493, + 1.0325468321763043, + 1.0983078969994187, + 0.916541159688309, + 1.0160097153090744, + 0.9197027539366839, + 1.0261398372506563 + ] + ] + }, + "width": 256, + "in_features": 64, + "out_features": 100, + "depth": 4, + "padding": 128, + "parameters": 54247, + "cert_evals": { + "36": 0.6495815515518188, + "72": 0.5836820006370544, + "108": 0.5355648398399353, + "255": 0.3378660976886749 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/post-operative/fold_0/result.json b/UCI_N4/ortho/runs/post-operative/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ed2d5c7d455c54679a4e6e8b1bc2f27dbbc8e414 --- /dev/null +++ b/UCI_N4/ortho/runs/post-operative/fold_0/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 26, + "best_val_acc": 0.23076923076923078, + "test_acc": 0.2909090909090909, + "train_size": 22, + "val_size": 13, + "test_size": 55, + "stats": { + "mean": [ + [ + 0.2644478181818181, + -0.002965454545454521, + -0.04423899999999998, + 0.0652979090909091, + -0.09040263636363635, + 0.12863909090909095, + -0.031622818181818196, + -0.010754727272727246 + ] + ], + "std": [ + [ + 0.863045425336646, + 0.9808035281210981, + 0.9954110000000002, + 0.8638286631944233, + 0.9903112638860088, + 1.0460343032985846, + 0.9593493232948251, + 0.6242961991096403 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.05454545468091965, + "72": 0.0, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/post-operative/fold_1/result.json b/UCI_N4/ortho/runs/post-operative/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..81db2db41a20c56afde861ac4e63ea93d323a787 --- /dev/null +++ b/UCI_N4/ortho/runs/post-operative/fold_1/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.3888888888888889, + "test_acc": 0.4, + "train_size": 22, + "val_size": 18, + "test_size": 50, + "stats": { + "mean": [ + [ + -0.04068454545454543, + -0.13643590909090905, + -0.22522281818181814, + -0.01632572727272733, + 0.18080527272727273, + -0.36753845454545453, + -0.4196983636363635, + 0.03461609090909094 + ] + ], + "std": [ + [ + 0.48245777837997267, + 1.0509474100388445, + 0.9788196547256961, + 1.0356928042306306, + 0.9778540225386487, + 0.7579234423290888, + 0.7652973041426179, + 0.7599528606329299 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.2199999988079071, + "72": 0.1599999964237213, + "108": 0.09999999403953552, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/post-operative/fold_2/result.json b/UCI_N4/ortho/runs/post-operative/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..742861658a58ab0140270abb74b82df8f90b6296 --- /dev/null +++ b/UCI_N4/ortho/runs/post-operative/fold_2/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.7777777777777778, + "test_acc": 0.6949152542372882, + "train_size": 22, + "val_size": 9, + "test_size": 59, + "stats": { + "mean": [ + [ + 0.035598363636363664, + -0.06970068181818179, + -0.13473090909090904, + -0.17957400000000004, + 0.18080527272727273, + 0.29403163636363644, + 0.03305631818181817, + 0.034616272727272704 + ] + ], + "std": [ + [ + 0.7964199476848967, + 1.018669033729904, + 0.9912891976159546, + 1.0484797311020457, + 0.9778540225386487, + 1.24868633500981, + 1.0040929058601908, + 0.5709040666748884 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.6440678238868713, + "72": 0.5762711763381958, + "108": 0.4576271176338196, + "255": 0.016949152573943138 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/post-operative/fold_3/result.json b/UCI_N4/ortho/runs/post-operative/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1cc429ad97b030dff52bdef117e389f6ebb5cbef --- /dev/null +++ b/UCI_N4/ortho/runs/post-operative/fold_3/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 15, + "best_val_acc": 0.42857142857142855, + "test_acc": 0.5555555555555556, + "train_size": 22, + "val_size": 14, + "test_size": 54, + "stats": { + "mean": [ + [ + -0.4221010909090909, + 0.19724022727272736, + 0.22723672727272717, + -0.016325727272727287, + -1.0092936587501423e-17, + -0.036753454545454506, + -0.16098145454545446, + 0.41270672727272745 + ] + ], + "std": [ + [ + 0.9311555791372603, + 0.9366735504705384, + 0.9576763484720417, + 1.0356928042306308, + 0.9944290000000001, + 0.7579238589268785, + 0.9505882556493265, + 0.8002666526517147 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 742, + "cert_evals": { + "36": 0.35185185074806213, + "72": 0.18518519401550293, + "108": 0.09259259700775146, + "255": 0.018518518656492233 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/primary-tumor/fold_0/result.json b/UCI_N4/ortho/runs/primary-tumor/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d88172e087fe389d0e41def9efbdd63ff477bcc9 --- /dev/null +++ b/UCI_N4/ortho/runs/primary-tumor/fold_0/result.json @@ -0,0 +1,64 @@ +{ + "best_epoch": 30, + "best_val_acc": 0.45098039215686275, + "test_acc": 0.3197969543147208, + "train_size": 82, + "val_size": 51, + "test_size": 197, + "stats": { + "mean": [ + [ + -0.008010512195121854, + 0.054444146341463336, + 0.0366287682926831, + 0.017473585365853656, + 0.00994146341463413, + 0.14699000000000015, + 0.04866843902439027, + -0.06218121951219504, + 0.01667878048780483, + -0.03673495121951217, + 0.060766390243902485, + -0.11804926829268325, + 0.04384986585365854, + -0.04256348780487793, + 0.026720512195121893, + 0.09196453658536587, + 0.04076614634146339 + ] + ], + "std": [ + [ + 0.9284296903454413, + 0.9827553422472404, + 0.9950878705168285, + 1.0173173538014615, + 0.9933487461181214, + 1.0, + 0.962929194381142, + 1.0381881034205123, + 0.9899379872265349, + 1.011517643744964, + 0.8811077313196498, + 1.2812447336275181, + 0.9462003808216405, + 1.0326718844648832, + 0.9328296141970309, + 0.9459362255487258, + 0.9834201107664913 + ] + ] + }, + "width": 64, + "in_features": 17, + "out_features": 15, + "depth": 4, + "padding": 34, + "parameters": 3520, + "cert_evals": { + "36": 0.25380709767341614, + "72": 0.1878172606229782, + "108": 0.12690354883670807, + "255": 0.020304568111896515 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/primary-tumor/fold_1/result.json b/UCI_N4/ortho/runs/primary-tumor/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1d4e79664ae5404a58cad00dcb5eb1720a9bfee1 --- /dev/null +++ b/UCI_N4/ortho/runs/primary-tumor/fold_1/result.json @@ -0,0 +1,64 @@ +{ + "best_epoch": 42, + "best_val_acc": 0.3, + "test_acc": 0.23232323232323232, + "train_size": 82, + "val_size": 50, + "test_size": 198, + "stats": { + "mean": [ + [ + -0.19990898780487798, + -0.06597853658536594, + -0.06580686585365814, + -0.04826112195121953, + 0.03728248780487797, + 0.06248341463414634, + -0.06985995121951216, + -0.0032160975609755497, + -0.06506265853658541, + 0.09333218292682927, + 0.06076639024390239, + -0.30444282926829297, + -0.1407240975609757, + -0.13789832926829237, + -0.011618548780487929, + -0.07208160975609774, + 0.0923113658536586 + ] + ], + "std": [ + [ + 1.0840763211298148, + 0.9871722424447865, + 0.9943340791237609, + 0.9878070021217906, + 0.978564253608743, + 0.7605592682926824, + 1.0434538299658207, + 1.0006713020447777, + 1.0285572185582093, + 0.9582691142993712, + 0.8811077313196498, + 1.4765153864007459, + 1.1389873689905186, + 1.0994550266298473, + 0.9827072417027007, + 1.0321010371852044, + 0.961563601529827 + ] + ] + }, + "width": 64, + "in_features": 17, + "out_features": 15, + "depth": 4, + "padding": 34, + "parameters": 3520, + "cert_evals": { + "36": 0.16161616146564484, + "72": 0.10606060922145844, + "108": 0.08080808073282242, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/primary-tumor/fold_2/result.json b/UCI_N4/ortho/runs/primary-tumor/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0ff8ca25f72da69fdbd2caa98e600c143afb6d6d --- /dev/null +++ b/UCI_N4/ortho/runs/primary-tumor/fold_2/result.json @@ -0,0 +1,64 @@ +{ + "best_epoch": 22, + "best_val_acc": 0.46, + "test_acc": 0.23232323232323232, + "train_size": 82, + "val_size": 50, + "test_size": 198, + "stats": { + "mean": [ + [ + 0.05595567073170747, + -0.11414758536585423, + -0.15360871951219476, + 0.11138004878048806, + 0.14664658536585373, + -0.022023170731707342, + 0.04866843902439022, + 0.11471414634146337, + -0.09230980487804882, + -0.010721524390243967, + -0.13876521951219484, + -0.024852487804878247, + -0.029979719512195135, + -0.13789832926829246, + 0.02672051219512185, + -0.0720816097560979, + 0.014993536585365865 + ] + ], + "std": [ + [ + 0.8752456105780106, + 1.0319878972477479, + 1.020270188955276, + 0.973373221402528, + 0.908857763487908, + 1.068933148158204, + 0.9629291943811422, + 0.9096695962820129, + 1.0396848408746504, + 1.0024455533701155, + 1.2137033994344781, + 1.1602914885292481, + 1.031634721498422, + 1.0994550266298473, + 0.9328296141970309, + 1.0321010371852055, + 0.9931654994287419 + ] + ] + }, + "width": 64, + "in_features": 17, + "out_features": 15, + "depth": 4, + "padding": 34, + "parameters": 3520, + "cert_evals": { + "36": 0.17676767706871033, + "72": 0.14646464586257935, + "108": 0.08080808073282242, + "255": 0.01515151560306549 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/primary-tumor/fold_3/result.json b/UCI_N4/ortho/runs/primary-tumor/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0e3618786ed8c3fa834a6769703f64af7a1ce8de --- /dev/null +++ b/UCI_N4/ortho/runs/primary-tumor/fold_3/result.json @@ -0,0 +1,64 @@ +{ + "best_epoch": 59, + "best_val_acc": 0.4166666666666667, + "test_acc": 0.37264150943396224, + "train_size": 82, + "val_size": 36, + "test_size": 212, + "stats": { + "mean": [ + [ + 0.03463378048780499, + 0.006275073170731583, + 0.007361365853658851, + -0.05765181707317083, + 0.06462351219512194, + 0.062483414634146285, + 0.04866843902439023, + 0.17367926829268246, + 0.043925926829268234, + -0.03673495121951222, + 0.010883487804878128, + 0.06834443902439019, + -0.029979719512194993, + 0.11632791463414643, + 0.026720512195121806, + 0.06462351219512184, + 0.14385658536585347 + ] + ], + "std": [ + [ + 0.9863628325148939, + 0.9862904448213375, + 0.9415700081720351, + 0.9778925433614022, + 0.9627768184983537, + 0.7605592682926826, + 0.962929194381142, + 0.8544857970801263, + 0.9752042587005816, + 1.0115176437449636, + 0.9787732234590277, + 0.8230916787799415, + 1.031634721498422, + 0.888087814072915, + 0.9328296141970309, + 0.9627768184983537, + 0.9363654126487833 + ] + ] + }, + "width": 64, + "in_features": 17, + "out_features": 15, + "depth": 4, + "padding": 34, + "parameters": 3520, + "cert_evals": { + "36": 0.2783018946647644, + "72": 0.2075471729040146, + "108": 0.16981132328510284, + "255": 0.014150943607091904 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ringnorm/fold_0/result.json b/UCI_N4/ortho/runs/ringnorm/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b814fdb45d88a15e1cbcefc39ec9dc35145bb4ab --- /dev/null +++ b/UCI_N4/ortho/runs/ringnorm/fold_0/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.976929902395741, + "test_acc": 0.9629210942799005, + "train_size": 1850, + "val_size": 1127, + "test_size": 4423, + "stats": { + "mean": [ + [ + -0.0014913630590810715, + -0.0002028115945945495, + -0.003624673004864866, + 0.030743673347964937, + -0.0034106684216216178, + -0.004585295625405408, + -0.007129368502702696, + 0.02503018201621619, + -0.009548345086486483, + -0.023094663821621602, + 0.024392343743783677, + -0.022385221852432413, + -0.011269039536756825, + 0.006084699226486499, + -0.002144298956756773, + 0.012506844875783789, + -0.00058454836702704, + 0.03584240386432444, + -0.012133667589189186, + 0.004316507892972984 + ] + ], + "std": [ + [ + 0.9784283387930162, + 0.9905460412687422, + 1.0065390278100863, + 0.9927153916321547, + 0.9735595969809379, + 0.9917492622308341, + 1.021226537005995, + 0.984043931354316, + 1.0020439489201134, + 1.0140676776467927, + 1.01390897497898, + 1.0144771852122418, + 1.0088742566237001, + 1.0031650144538549, + 0.9957376523551107, + 1.004052473854246, + 1.0009632837253672, + 1.0136956725096684, + 1.0117437667654883, + 0.9896482611831617 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4205, + "cert_evals": { + "36": 0.9344336986541748, + "72": 0.8871806859970093, + "108": 0.8042052984237671, + "255": 0.35066697001457214 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ringnorm/fold_1/result.json b/UCI_N4/ortho/runs/ringnorm/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..77fbc9dba3325cade6de0621284872c8ba4b1975 --- /dev/null +++ b/UCI_N4/ortho/runs/ringnorm/fold_1/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.9604779411764706, + "test_acc": 0.9632451815329449, + "train_size": 1850, + "val_size": 1088, + "test_size": 4462, + "stats": { + "mean": [ + [ + -0.008131689650810797, + -0.002498043243243252, + -0.023727151785405413, + -0.03585440558918916, + -0.0003934882972973119, + 0.0225867714875676, + 0.033729259347567535, + 0.04028018498378375, + -0.011526702379459474, + 0.005509034924324315, + -0.0036079329924324473, + -0.010609778086486462, + -0.04445419758486492, + -0.019035246131351363, + -0.023686496141621632, + -0.004599276812324327, + -0.01283934108918918, + -0.017065241494054067, + 0.0003217353513513623, + 0.0033787389697297146 + ] + ], + "std": [ + [ + 1.022177893241832, + 0.9975248053566046, + 1.0196388744846618, + 1.0221479866384073, + 0.9970357977944808, + 1.0307981420348893, + 0.9773560353822935, + 0.9781176224444603, + 1.0106652173823045, + 0.9892263924920568, + 1.0047809286897451, + 0.9927926966385846, + 0.9948403657240741, + 1.008299177644683, + 0.986103425256104, + 1.0040901235563537, + 1.0207243055267705, + 0.9859651487873408, + 1.0109851150234057, + 1.0209172013335133 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4205, + "cert_evals": { + "36": 0.9332137703895569, + "72": 0.8881667256355286, + "108": 0.822725236415863, + "255": 0.3744957447052002 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ringnorm/fold_2/result.json b/UCI_N4/ortho/runs/ringnorm/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..de22c9ec670631a079a0af986ee682f2b43ca487 --- /dev/null +++ b/UCI_N4/ortho/runs/ringnorm/fold_2/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.9665116279069768, + "test_acc": 0.9611173184357542, + "train_size": 1850, + "val_size": 1075, + "test_size": 4475, + "stats": { + "mean": [ + [ + 0.02891295190162165, + 0.03068944431891898, + -0.019467257363783776, + -0.009042827307170279, + 0.0023045943172973027, + 0.03461760786972972, + -0.013958165583783782, + -0.0037264931027027265, + 0.004122639091891881, + 0.008077664260864866, + 0.00500549670162161, + 0.05230572106145954, + 0.00560352195189189, + -0.0038027441356756407, + -0.006340691426324323, + -0.017875234487027075, + -0.009974290385945996, + 0.031068824466486403, + -0.018748794218378367, + 0.005651800251891893 + ] + ], + "std": [ + [ + 0.9932694884617136, + 1.0072036987514652, + 0.9893573161360424, + 0.9958218951278952, + 1.0085886667535657, + 0.9790791907975733, + 0.9983260051236463, + 0.9947362590919102, + 1.006364157341519, + 1.0005095470798928, + 0.9832199273034367, + 0.9689205473346516, + 1.0001853849462015, + 1.033775512614162, + 1.0032724243458653, + 0.9853254002831421, + 1.0043894835352993, + 1.0395476633542529, + 0.9896749630098167, + 0.9691966087764504 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4205, + "cert_evals": { + "36": 0.9278212785720825, + "72": 0.8739665150642395, + "108": 0.8011173605918884, + "255": 0.36849161982536316 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/ringnorm/fold_3/result.json b/UCI_N4/ortho/runs/ringnorm/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..13c1164d495e05d3aa4d27e78229bf6abbd093fd --- /dev/null +++ b/UCI_N4/ortho/runs/ringnorm/fold_3/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.9646511627906976, + "test_acc": 0.9584357541899441, + "train_size": 1850, + "val_size": 1075, + "test_size": 4475, + "stats": { + "mean": [ + [ + 0.02046777164864863, + 0.0021980356432432023, + 0.004059637980540555, + -0.009342822182702694, + 0.002387918376162144, + 0.030360256719999965, + -0.015382828059459445, + -0.018204245005945925, + -0.025843862712432407, + 0.027745209016216188, + 0.004481657689729722, + 0.026131714623621623, + 0.022636812074594607, + 0.014200627510810747, + -0.0033628461978918974, + -0.017424993537297307, + 0.02008856371405403, + -0.012326211236756734, + -0.005294278313513533, + -0.011560347406486508 + ] + ], + "std": [ + [ + 1.003862152326972, + 1.0116328206717198, + 0.9982327875050149, + 1.0058161542849646, + 0.9897416118790039, + 0.97887136461081, + 0.9958939467129719, + 1.025014828335411, + 1.0096954961376094, + 1.0002821071815167, + 0.9846740927254561, + 0.9871728584855372, + 0.988810619026956, + 0.9866476352820501, + 0.9798465412109066, + 1.0074699501447237, + 0.9933722458992488, + 0.9892672826168423, + 1.0089595701990006, + 1.0171370551906491 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4205, + "cert_evals": { + "36": 0.9273743033409119, + "72": 0.8815642595291138, + "108": 0.8158659338951111, + "255": 0.38949722051620483 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/seeds/fold_0/result.json b/UCI_N4/ortho/runs/seeds/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6e547de26587ce2bf233fd97f9b78051b8a5e21d --- /dev/null +++ b/UCI_N4/ortho/runs/seeds/fold_0/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 29, + "best_val_acc": 0.9, + "test_acc": 0.8828125, + "train_size": 52, + "val_size": 30, + "test_size": 128, + "stats": { + "mean": [ + [ + -0.07865740384615384, + -0.09929158269230767, + 0.10740706153846159, + -0.11327312326923078, + -0.054041704038461535, + 0.11302156807692312, + -0.12860311538461539 + ] + ], + "std": [ + [ + 0.9776589269685166, + 1.0102414254274936, + 0.8380902928078587, + 1.0256407102447727, + 0.9263919424516689, + 1.0662347835422732, + 0.9877327834391749 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.84375, + "72": 0.765625, + "108": 0.6640625, + "255": 0.0859375 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/seeds/fold_1/result.json b/UCI_N4/ortho/runs/seeds/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..307b019db7f62db66f45e7027969843bce4b9b74 --- /dev/null +++ b/UCI_N4/ortho/runs/seeds/fold_1/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.868421052631579, + "test_acc": 0.9, + "train_size": 52, + "val_size": 38, + "test_size": 120, + "stats": { + "mean": [ + [ + 0.058945873076923054, + 0.058565444230769224, + 0.07005121538461541, + 0.06763472500000012, + 0.047836257499999944, + -0.05406976365384615, + 0.04528192692307701 + ] + ], + "std": [ + [ + 0.9708842177474521, + 0.9848353623619012, + 0.8161306877633503, + 0.9973740833983674, + 0.9401704976733031, + 0.9044940579464946, + 1.002197108725799 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.6833333969116211, + "72": 0.550000011920929, + "108": 0.4750000238418579, + "255": 0.05000000447034836 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/seeds/fold_2/result.json b/UCI_N4/ortho/runs/seeds/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..58f5704933ab404b7ff87be3298c1cd6fe1ccecf --- /dev/null +++ b/UCI_N4/ortho/runs/seeds/fold_2/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 60, + "best_val_acc": 0.8823529411764706, + "test_acc": 0.9032258064516129, + "train_size": 52, + "val_size": 34, + "test_size": 124, + "stats": { + "mean": [ + [ + -0.033384901923076866, + -0.0331742116538462, + -0.031110369230769246, + -0.035362980769230695, + -0.03749499615384611, + -0.05436379423076917, + -0.022526719230769286 + ] + ], + "std": [ + [ + 0.9921027190305836, + 0.9758756553777916, + 1.131396588661939, + 0.9525393107723146, + 1.031011005759497, + 0.9529339051548767, + 0.9671977555675655 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.8225806355476379, + "72": 0.7258064150810242, + "108": 0.5806451439857483, + "255": 0.25806450843811035 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/seeds/fold_3/result.json b/UCI_N4/ortho/runs/seeds/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2673aa55037b061307388a474e8f60ddd2075408 --- /dev/null +++ b/UCI_N4/ortho/runs/seeds/fold_3/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 77, + "best_val_acc": 0.9705882352941176, + "test_acc": 0.8225806451612904, + "train_size": 52, + "val_size": 34, + "test_size": 124, + "stats": { + "mean": [ + [ + -0.01415203269230775, + 0.0027556519230769717, + -0.08995134999999999, + 0.03169613269230778, + -0.04915413269230773, + 0.020229542307692343, + -0.026400719230769202 + ] + ], + "std": [ + [ + 0.968562549022194, + 0.987659685020645, + 0.896948829634495, + 0.9880022117491448, + 0.9355234042408067, + 1.095434168498032, + 1.0069225875711127 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 3, + "depth": 4, + "padding": 14, + "parameters": 580, + "cert_evals": { + "36": 0.7258064150810242, + "72": 0.5725806355476379, + "108": 0.4838709533214569, + "255": 0.11290322244167328 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/semeion/fold_0/result.json b/UCI_N4/ortho/runs/semeion/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..42fff8c8a939ac93f6bcec7b13e3c8a561a93b50 --- /dev/null +++ b/UCI_N4/ortho/runs/semeion/fold_0/result.json @@ -0,0 +1,542 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.8854961832061069, + "test_acc": 0.8906752411575563, + "train_size": 398, + "val_size": 262, + "test_size": 933, + "stats": { + "mean": [ + [ + 0.042952336683416886, + 0.08904046231155748, + 0.07781711306532647, + 0.04420791457286419, + 0.023773748743718452, + 0.030800670854271264, + 0.05355933668341719, + 0.03393323618090457, + 0.027005577889447012, + -0.020098884422110736, + -0.038558869346733554, + -0.02876319095477392, + -0.035930085427135716, + -0.005666462311557859, + -0.03678980402010061, + -0.02540032914572887, + 0.07164423115577907, + 0.10856828643216102, + 0.016988085427135702, + 0.008401615577889203, + 0.058609482412060376, + 0.009480130653266463, + 0.017019934673366894, + 0.018380477386934664, + -0.03487012562814079, + -0.04757404020100504, + -0.03736131909547739, + -0.015900620603015, + -0.02739998994974887, + 0.02467418090452264, + 0.0249909623115577, + -0.0428204346733669, + 0.09282983919598005, + 0.0839422261306534, + 0.045602110552763954, + -0.0022594874371859885, + 0.03105556030150764, + 0.038234974874371906, + 0.05212423115577904, + -0.0418055175879393, + 0.007379648241206374, + -0.0123181708542711, + 0.03084452261306535, + -0.015929640703517652, + -0.032517437185929664, + -0.042322022613065426, + 0.012141331658292034, + -0.0381711532663317, + 0.08658839698492467, + 0.048203969849246485, + -0.04225107537688428, + -0.025943195979899407, + -0.0023844723618089915, + 0.036030047738693574, + 0.019591012562814026, + -0.00906672110552767, + 0.05304341708542693, + 0.04683804020100484, + 0.011912374371859305, + 0.007315894472361927, + -0.09851672361809082, + -0.03642700000000022, + -0.020734497487437303, + 0.031377703517588146, + 0.06271911809045175, + 0.00858300502512564, + -0.03295607788944731, + -0.05819111557788897, + 0.0045722713567837555, + 0.0003809296482409935, + -0.02592891959799003, + 0.02250984924623118, + 0.04199087437185916, + 0.015708170854271196, + -0.026958037688442335, + -0.06993793467336694, + -0.06541721608040225, + -0.06384432160804038, + 0.007286145728643622, + 0.030955864321607733, + 0.027522726130653326, + 0.036648336683416785, + -0.002193748743718662, + 0.012495773869346763, + -0.009007914572864381, + -0.0036712160804018216, + 0.058828603015075205, + 0.0316613417085427, + 0.007075424623115544, + -0.04322718592964837, + -0.06008731155778924, + -0.04533076381909549, + -0.022957175879396944, + -0.0168389145728642, + 0.025421821608039852, + 0.02792173869346751, + -0.07432091959799038, + 0.013624623115577675, + -0.034945268844221195, + 0.02665020100502518, + 0.03429036180904528, + 0.052019472361808976, + 0.05586435175879404, + -0.01356301507537669, + -0.016037165829145907, + -0.03266601758794015, + -0.04719567587939709, + -0.00748582412060346, + 0.004539849246231048, + 0.021088369346733554, + -0.011933391959799155, + -0.015972572864321154, + -0.03545065829145717, + -0.037793592964824145, + -0.044449964824120315, + 0.029925321608040113, + 0.06288003015075373, + 0.08463542713567856, + 0.02237871859296501, + 0.006899319095477609, + 0.01449656281407041, + 0.000527683417085827, + 0.03920230150753784, + 0.01104597989949731, + -0.025606010050250903, + 0.009040170854271303, + -0.005590462311557578, + -0.01597257286432165, + -0.028310065326633178, + -0.028887447236180964, + -0.0659081507537687, + -0.02844676884422169, + -0.023109949748743735, + 0.032979929648241244, + 0.004363246231154997, + 0.04131952261306578, + 0.0639989572864323, + 0.0895776356783918, + 0.08333377889447266, + 0.004363924623115477, + 0.04033003768844212, + 0.0043767613065326776, + -0.026182336683417056, + 0.005207839195979919, + -0.04224544723618088, + -0.02382967085427132, + -0.07914226130653301, + -0.06476556532663379, + -0.0037090954773871154, + 0.03603720603015092, + -0.011745665829145997, + 0.009745507537688426, + 0.03452877889447241, + 0.05641689698492448, + 0.058819748743718606, + 0.0017769246231155048, + 0.05289571608040145, + 0.020843309045226126, + -0.026537417085427038, + -0.027443012562814097, + -0.037861175879396816, + -0.009719047738693285, + -0.014178577889447092, + -0.013634623115577697, + 0.011744346733668245, + -0.06803158291457227, + -0.052816281407034815, + -0.03685464572864351, + -0.015264748743718476, + -0.02556971608040183, + -0.01646636934673348, + 0.023691919597990285, + 0.08278233165829174, + 0.00689019346733639, + -0.011008341708542625, + 0.006246170854271169, + -0.04551160301507559, + -0.01852485427135688, + -0.016720412060301414, + -0.006744517587939658, + -0.020554698492462387, + 0.0033862311557788963, + -0.013512402010050132, + 0.030196592964824073, + 0.053002623115577296, + 0.029924190954773895, + 0.010655278894472263, + -0.025002311557788908, + 0.005749233668341486, + -0.017590547738693327, + -0.0046878693467337276, + -0.025057909547738694, + -0.025841457286432157, + 0.014470603015075412, + -0.028042884422110625, + -0.026089296482412073, + -0.011480763819095607, + -0.03543923115577921, + -0.012104502512562777, + 0.033738502512562836, + 0.06796942713567744, + 0.030141675879396694, + -0.07938337688442194, + -0.10993767839195982, + -0.08592113567839203, + -0.02513346733668336, + 0.02942003768844198, + 0.016245618090452357, + -0.027027889447236178, + -0.04646055778894485, + -0.05783185678391942, + 0.003077424623115391, + 0.001774763819095415, + 0.02235859296482412, + 0.046390603015075665, + 0.07475743718592887, + 0.0031286934673366894, + -0.10202691457286422, + -0.15626765326633196, + -0.15922729145728687, + -0.027267879396984968, + 0.010767738693467357, + 0.06725591457286462, + 0.03289026633165819, + -0.05212582914572871, + -0.07667999246231152, + -0.106186944723618, + -0.05246548743718603, + -0.04017505527638196, + 0.01756687437185917, + 0.01388585929648225, + -0.0017839547738693002, + -0.019856271356783726, + -0.037364902010050265, + -0.05228199748743718, + 0.005632914572864403, + 0.04385109547738676, + 0.07341574120603038, + 0.0661586381909549, + -0.010089979899497585, + -0.018135623115577832, + -0.016660778894472178, + -0.054114793969849306, + -0.03197704522613057, + -0.014875979899497477, + 0.0030890326633166588, + 0.0005838040201005258, + -0.012102854271356855, + 0.06015804020100524, + 0.03463156281407019, + 0.058009472361808555, + 0.0446316331658288, + 0.0002885954773868734, + -0.0071491407035177675, + -0.019207316582914656, + 0.03504411055276377 + ] + ], + "std": [ + [ + 1.0563097554831, + 1.0780957512893903, + 1.0452812422000708, + 1.017690638492427, + 1.0052440697335492, + 1.001399326721192, + 0.9943611635248776, + 0.9929612277732924, + 0.9913927954434718, + 1.0053448775578797, + 1.0107048900784519, + 1.0054061730470043, + 1.0028699621408272, + 0.9995583413505211, + 0.9908593466765735, + 0.9853542136542434, + 1.0705845251257127, + 1.0662779250282277, + 1.0073168970262103, + 1.0024787753418176, + 1.0119304591198905, + 1.0015280003985942, + 1.0018124775575221, + 1.0027574917083557, + 0.9948097176804833, + 0.9923519865939135, + 0.9947029572529067, + 0.9975568639854349, + 0.9951782326467599, + 1.0031187267852708, + 1.0051393922435368, + 0.9711219802777251, + 1.0817185838320085, + 1.0424648712408837, + 1.0182936561607598, + 0.9988131715298316, + 1.0100389974395088, + 1.0139507799801692, + 1.0198550521351346, + 0.97749433095435, + 1.0032558897416382, + 0.9932725134057337, + 1.013388153002777, + 0.992842992738858, + 0.9886564261302372, + 0.9877708685493644, + 1.002648114792108, + 0.9747606061850567, + 1.0747816119657112, + 1.02255888174825, + 0.9796743045806331, + 0.9871350747933134, + 0.9985485116873231, + 1.0182554602963436, + 1.0116426528399904, + 0.9928963782396165, + 1.0328245805209502, + 1.028752519230958, + 1.0063396812352823, + 1.0030257612563318, + 0.9538014614932016, + 0.9874092532167232, + 0.9925147054908431, + 1.0217704776560097, + 1.0429986387634673, + 1.003221409383544, + 0.9871161786807092, + 0.9731000264043922, + 1.0018596893583598, + 0.9998848837132579, + 0.9838376395078868, + 1.0132854070395554, + 1.0217847466795487, + 1.0070449497421416, + 0.9875771901975943, + 0.9687095163481707, + 0.9722544188400668, + 0.9736748724392092, + 1.002916353992525, + 1.0272314038286867, + 1.0175371205727017, + 1.0126645847614397, + 0.998955451392166, + 1.004243498099933, + 0.9961238320171252, + 0.9981311657855426, + 1.0219513419744302, + 1.0121545944257246, + 1.0020340690091334, + 0.9842453448395471, + 0.9788060413943263, + 0.9810097805258174, + 0.9891626357910038, + 0.9902166181537699, + 1.0148948382390708, + 1.028918636127175, + 0.9511980135419595, + 1.003861802009821, + 0.9884969480698704, + 1.0071337781982594, + 1.008265380409389, + 1.0101011443230787, + 1.0106821329347353, + 0.9969256666173059, + 0.9967866423549481, + 0.9931894679821107, + 0.9875817203374175, + 0.997173617790909, + 1.001723029579845, + 1.0125751464485413, + 0.9912331141505772, + 0.9829645856272501, + 0.9793767425495771, + 0.9867539831463441, + 0.9841093178180385, + 1.0103484071725306, + 1.0191860749351354, + 1.0221675875431637, + 1.0044195246237828, + 1.0008342681651312, + 1.001627138412346, + 0.9997772095897719, + 1.0081078939034254, + 1.003310560327655, + 0.9881623645836118, + 1.0047875054511681, + 0.9961421301729743, + 0.9829645856272511, + 0.9869920158115834, + 0.9937316253503987, + 0.9793377827744155, + 0.9904754389720483, + 0.9925397869122989, + 1.0079161666418393, + 1.0006599864175547, + 1.0059991425953247, + 1.0069100585561557, + 1.0100296780570686, + 1.0103236310080053, + 1.0006392870463336, + 1.0075172047508214, + 1.0007852286664525, + 0.9900807435463777, + 1.004024989821359, + 0.9835365256139716, + 0.9945808044935542, + 0.9691682679807009, + 0.96674874592973, + 0.9980415205638171, + 1.0146475059616948, + 0.9949143848564165, + 1.0029906462271676, + 1.0092866189920002, + 1.0179588242197937, + 1.0178009772928769, + 1.0002181457107617, + 1.008080645940541, + 1.0024397087121901, + 0.9933173510271756, + 0.979532808786883, + 0.9865060572780482, + 0.9977415269762818, + 0.9946445941177685, + 0.9927935684967815, + 1.0058109822326597, + 0.9600947752163551, + 0.96839132111533, + 0.9786069630651635, + 0.991429793512298, + 0.984865660959036, + 0.991272639453808, + 1.0096533608655676, + 1.0197900633557413, + 1.000689387806265, + 0.997433042533609, + 1.003492294968093, + 0.9845806330338616, + 0.9966488938063878, + 0.9940656012175009, + 0.9960501295471854, + 0.9861802001739265, + 1.0020303578560832, + 0.9900047845237433, + 1.0217532005343193, + 1.0359244307293263, + 1.0209897301141686, + 1.0061223937153252, + 0.9865088395902182, + 1.0015893626764498, + 0.9952846796435972, + 0.998505053609909, + 0.9830838889803715, + 0.9912812278008364, + 1.0013260724779938, + 0.9920474470886185, + 0.986699951491271, + 0.9924575926179362, + 0.9728376598101992, + 0.9907682549659087, + 1.025076872660426, + 1.0411907333948913, + 1.018295470960672, + 0.9565632778298347, + 0.9500274157105609, + 0.9755944720993126, + 0.9941828603605654, + 1.0084492238238705, + 1.012173917495229, + 0.9873637546749423, + 0.9915215887443988, + 0.9895629283115104, + 1.000389392831378, + 1.0002897764695722, + 1.009216837413109, + 1.0207204122961515, + 1.0300273492943937, + 1.0009253171711008, + 0.9578388667517177, + 0.9464920214014784, + 0.9560486423104471, + 0.9960505224694267, + 1.001839403738359, + 1.0292507570404104, + 1.032844527725739, + 0.9670637057290374, + 0.9795327684867063, + 0.990873804709991, + 1.0050346356911726, + 1.0066384733685902, + 0.9953856475823458, + 0.9956398623489264, + 1.0001306439998972, + 1.004180675810961, + 1.0045488952963422, + 1.0031559055765875, + 0.9998417518500189, + 1.006215000354876, + 1.0258626825494845, + 1.042692556346792, + 0.9864205332461236, + 0.9760435492162586, + 0.9843487751495544, + 0.9645133054191944, + 0.9864637647341462, + 0.9965084374804701, + 1.000034736592101, + 0.9997322633620359, + 0.9981023381080815, + 1.0063573537400703, + 1.009704938325987, + 1.0267732677147232, + 1.029166926292455, + 0.9999357967957346, + 0.9919070208357084, + 0.9723136941246707, + 1.0773934238154859 + ] + ] + }, + "width": 512, + "in_features": 256, + "out_features": 10, + "depth": 4, + "padding": 512, + "parameters": 662029, + "cert_evals": { + "36": 0.8767416477203369, + "72": 0.8617362976074219, + "108": 0.8392282724380493, + "255": 0.7459806799888611 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/semeion/fold_1/result.json b/UCI_N4/ortho/runs/semeion/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..27e02e1f51c30615d22f8f6572e6edcdf8b193d1 --- /dev/null +++ b/UCI_N4/ortho/runs/semeion/fold_1/result.json @@ -0,0 +1,542 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.9182692307692307, + "test_acc": 0.9047619047619048, + "train_size": 398, + "val_size": 208, + "test_size": 987, + "stats": { + "mean": [ + [ + -0.025444005025125734, + 0.012452298994974662, + -0.01753376130653282, + -0.010535125628140796, + -0.027963286432161016, + -0.04474275879396973, + -0.001844291457286734, + -0.03242843216080438, + -0.04103420100502541, + -0.04103420100502534, + -0.07008529648241217, + -0.0339002412060303, + 0.004486437185929683, + 0.034529477386934605, + 0.05066186934673367, + 0.03759841206030118, + -0.016225437185929562, + -0.007291756281406924, + -0.021709919597990002, + -0.07642158040201036, + -0.018874525125628004, + 0.024846484924623234, + 0.006883537688442274, + 0.018380477386934792, + -0.06017425879397, + -0.10329628140703531, + -0.07275537688442205, + -0.08172246231155769, + -0.03756016080402036, + 0.024674180904522443, + 0.09202141206030141, + 0.07625499246231132, + 0.008998351758794185, + -0.025569716080401903, + -0.031083557788944435, + -0.013027306532663414, + 0.06831865326633176, + 0.011230351758794001, + 0.008583005025125642, + -0.02492873869346735, + -0.048525276381909295, + -0.07442176633165802, + -0.0577207035175878, + -0.037725047738693514, + -0.011412814070351763, + 0.030323379396984762, + 0.0794642814070353, + 0.0803478919597987, + -0.030803266331658172, + -0.04180551758793927, + 0.0072861457286432126, + 0.02951733165829129, + -0.0357700402010056, + -0.026724758793969693, + -0.03369344221105539, + -0.04033939698492487, + -0.061404133165829336, + -0.08515770351758864, + -0.07468530150753767, + -0.04247025125628165, + 0.009911819095477373, + -0.010079500000000168, + 0.09049717336683409, + 0.07485990954773888, + -0.012162479899497832, + 0.008583005025125627, + 0.03651040201005023, + 0.05084868341708568, + -0.03440337688442217, + -0.07894947236180942, + -0.0551369346733669, + -0.024766954773869324, + -0.0785643743718595, + -0.039971326633166, + -0.05980386180904579, + -0.004987391959798957, + 0.02596786432160804, + 0.0004355778894470852, + 0.04031095979899518, + 0.058227160804019816, + 0.015439334170854316, + 0.031283635678391784, + -0.0074858241206030764, + -0.025019600502512448, + -0.07371595477387047, + -0.04183514572864274, + -0.04984044221105505, + 0.004494080402009928, + 0.012374522613065268, + -0.01675520100502508, + -0.012701067839196296, + -0.023795125628140783, + -0.006465022613065289, + -0.028311256281406898, + 0.03132067839195961, + 0.057442422110552685, + -0.004038336683417221, + -0.0021707914572866695, + -0.03494526884422048, + -0.11471745728643258, + -0.08534165326633134, + -0.0046484924623118595, + 0.01981357788944731, + 0.012034547738693521, + 0.004354311557789168, + -0.0020305150753769405, + -0.011102356783919673, + -0.007485824120603068, + -0.00648208040201015, + 0.0033105125628139992, + 0.04936957286432154, + -0.0015483718592965048, + -0.029718994974874256, + -0.037793592964824124, + -0.08143026130653215, + -0.10412455276381975, + -0.05401591959799001, + -0.004798241206030193, + 0.001790125628140894, + 0.017090580402010242, + 0.004349567839195903, + 0.0464185025125627, + 0.028880633165829263, + -0.004844258793969922, + 0.029169467336683533, + 0.061084185929648475, + 0.03596850251256268, + 0.020087929648241395, + -0.039252185929648235, + -0.02888744723618094, + -0.07632192462311543, + -0.05998593467336719, + -0.012630180904522599, + -0.019015974874371653, + -0.00593697487437267, + -0.00457129648241148, + 0.07415152512562821, + 0.03869630402010022, + 0.02728184170854277, + -0.021357155778894528, + -0.0007776005025125215, + 0.019922994974874386, + 0.016423954773869348, + -0.014452487437185874, + -0.004894432160803889, + -0.01870493969849258, + -0.04199864321608045, + -0.014851090452261283, + 0.07316085929648249, + 0.08536457788944737, + 0.11267560804020099, + 0.06288003015075369, + 0.07644785427135675, + 0.03509371105527622, + 0.048207286432160684, + 0.001776924623115508, + 0.032457595477386816, + 0.07158755527638183, + -0.016237195979899414, + -0.0336133668341709, + -0.04314636683417066, + -0.05578319597989929, + -0.10459047236180906, + 0.003194804020100766, + 0.0685779899497486, + 0.02317846733668342, + 0.021932281407035317, + 0.02614409547738687, + -0.003889462311557614, + 0.020540575376884435, + -0.044554623115577605, + -0.04203865326633149, + 0.06187867336683395, + 0.04752313819095463, + -0.04686316834170835, + -0.04679553266331694, + -0.024493984924623322, + -0.01852485427135685, + -0.016720412060301434, + 0.01604057788944729, + 0.009299409547738608, + 0.0033862311557789544, + 0.02953875879397003, + 0.023905276381909438, + 0.03440919597989908, + 0.017458256281406695, + -0.018785663316582903, + -0.008077185929648255, + 0.04812320351758792, + 0.05475012562814082, + -0.0357499145728643, + -0.03103446231155784, + 0.021505778894472378, + -0.015889653266331783, + 0.013454844221105499, + 0.0017875879396984156, + 0.012179376884421975, + -0.01678287185929663, + -0.00589275879396984, + -0.004469753768844167, + 0.0018416281407035852, + 0.04801996482412023, + -0.006607417085426772, + 0.01927615075376883, + -0.013691266331658422, + 0.005638994974874419, + -0.02323134422110586, + -0.015634231155779235, + 0.02235859296482414, + 0.004349969849246065, + -0.057831856783919514, + -0.10517045226130767, + -0.01945968844221099, + 0.027845979899497508, + 0.03523984924623154, + 0.058234824120602026, + 0.04097556532663358, + 0.04702545728643234, + -0.026715706030150742, + -0.056987793969849404, + 0.0030878542713568703, + -0.055905929648241134, + -0.016319035175879428, + 0.01113210301507554, + 0.05284130653266339, + 0.04167066834170896, + 0.004379306532663385, + -0.027141316582914445, + -0.03505809045226166, + -0.06500647236180847, + -0.07488839698492449, + -0.06392821608040328, + -0.030181115577889023, + -0.01196931155778885, + -0.09264249999999949, + -0.07980767587939623, + -0.06318036432160816, + -0.013091394472361883, + 0.02329241457286456, + -0.01008997989949755, + -0.009979238693467495, + 0.0307693567839191, + 0.07542535175879414, + 0.03283405025125624, + 0.015896482412060334, + -0.06264278894472358, + -0.04979732663316539, + -0.032352462311557695, + -0.031164914572864088, + -0.002164130653266925, + -0.015071595477387092, + -0.028697351758794065, + 0.013561917085426976, + 0.03722015075376866, + 0.006671256281406974, + 0.009651467336683284 + ] + ], + "std": [ + [ + 0.9636741758313841, + 1.0114901264074088, + 0.9882775735799015, + 0.9950592288041458, + 0.9923805318375012, + 0.9954931130085297, + 0.9998185415922022, + 1.004999458131321, + 1.010779654446278, + 1.010779654446278, + 1.0185416165064392, + 1.0063375239233516, + 0.9991983947714009, + 0.9997603743675092, + 1.0095253737082777, + 1.0193698237551072, + 0.9821944196534186, + 0.9946303679905539, + 0.9894242823280908, + 0.9705707946712009, + 0.9949783327748166, + 1.0043140064479021, + 1.0005809927926241, + 1.0027574917083555, + 0.9904879432435517, + 0.9807642982944419, + 0.9886574068821276, + 0.9859635090427469, + 0.993309351687357, + 1.0031187267852708, + 1.016593255470364, + 1.0442887804592182, + 1.0083038126963626, + 0.9848656609590366, + 0.9855933554664763, + 0.9945670911869946, + 1.021074800634514, + 1.0040491737335164, + 1.003221409383544, + 0.9867264401919432, + 0.9744951602926358, + 0.9578713331810542, + 0.9708937667896353, + 0.982985543001351, + 0.9959503979748483, + 1.0070454733225949, + 1.016290393566305, + 1.0456745349293197, + 0.9697098121066737, + 0.9774943309543503, + 1.002916353992525, + 1.0129710134068142, + 0.9818517087835826, + 0.9848326582689778, + 0.9778679221613454, + 0.968463827587338, + 0.9562287284130288, + 0.9385814756983131, + 0.9535361456044965, + 0.9789868837316601, + 1.0036524516031298, + 0.996437230762304, + 1.025505334499929, + 1.0500603213568676, + 0.9906100846596538, + 1.003221409383544, + 1.012180944973295, + 1.0196387340397408, + 0.9825025594694498, + 0.954339750008454, + 0.9648376067685865, + 0.9839085531249888, + 0.952009038761473, + 0.9795794492787074, + 0.9716080021777768, + 0.9976717208316266, + 1.0091951026702335, + 0.9998457759635255, + 1.0167764080390456, + 1.0501441178091095, + 1.0098311230543442, + 1.0108582982234158, + 0.9971736177909091, + 0.9900282216050488, + 0.9676953459071826, + 0.9809946576246661, + 0.9776591097799061, + 1.0015254267851037, + 1.0037560308732274, + 0.9939516521695569, + 0.9956124335469829, + 0.9901857170585183, + 0.9967866165949004, + 0.9835484169272641, + 1.018300563902619, + 1.0581476797822778, + 0.9972534687047357, + 0.9990036074983834, + 0.9884969480698704, + 0.9585590451776096, + 0.9727715498408732, + 0.9986198721072891, + 1.0039545778843277, + 1.0019737557338864, + 1.0004300707708857, + 0.9993128946907187, + 0.9970527336984197, + 0.9971736177909094, + 0.996738394700752, + 1.0017488836874449, + 1.032459139242276, + 0.9980880058113938, + 0.9827755352139497, + 0.986753983146344, + 0.9694084590768833, + 0.954374856491467, + 0.9794063309627129, + 0.9981812449768528, + 1.0000844130171747, + 1.0024414937297792, + 1.000289920583818, + 1.0066579629145789, + 1.006045023392842, + 0.9980537361415068, + 1.0118648303811897, + 1.0321212562513462, + 1.0214564915487925, + 1.0199705326922406, + 0.9818228908495026, + 0.9937316253503986, + 0.975676694136014, + 0.9791967139583257, + 0.995853785405071, + 0.9944140275090272, + 0.998324720722163, + 0.9988796207201501, + 1.0076775206024515, + 1.0051477965419011, + 1.003942697943822, + 0.9947376367611466, + 0.9995186129589284, + 1.0045214386643773, + 1.0053188986302066, + 0.9873973753633679, + 0.9979198179428485, + 0.9957288015852994, + 0.9844024166044868, + 0.9926040090239354, + 1.0288602149576338, + 1.0327381635127548, + 1.0376323561660248, + 1.0191860749351351, + 1.019248439489373, + 1.0114615654187875, + 1.0148089052316012, + 1.0002181457107615, + 1.0051758820658891, + 1.007308437371659, + 0.9958774515386598, + 0.9748378659951137, + 0.9845361751656108, + 0.9871701294240001, + 0.9569477899284584, + 1.0012684139824397, + 1.033059928368479, + 1.0117771863985163, + 1.0115884288301853, + 1.0135614014099843, + 0.9976100259611177, + 1.010965511332625, + 0.9761143046477329, + 0.9803433318407708, + 1.0153886119387059, + 1.0056269030060545, + 0.9892055337201077, + 0.969426249412664, + 0.9918445350591615, + 0.9966488938063878, + 0.9940656012175014, + 1.0080956439499935, + 1.0056005212297308, + 1.0020303578560827, + 1.019908165966182, + 1.0172691233582607, + 1.0236709394617247, + 1.0122768805463278, + 0.9879530979067631, + 0.9955177997515855, + 1.0145032156568023, + 1.0113052100223867, + 0.9900950783072645, + 0.9789878020749606, + 1.0061210323379788, + 0.9976371796061079, + 1.0030525515532585, + 1.0005432856827527, + 1.0071552470675884, + 0.9872213285090347, + 0.9953725735493347, + 0.996186609496757, + 1.00089379219493, + 1.0287570615182273, + 0.9964079316152177, + 1.0069062426818565, + 0.9963817032039104, + 1.0008280481425031, + 0.9920979056678535, + 0.9872669976493121, + 1.0092168374131085, + 1.0003352873084816, + 0.9895629283115106, + 0.9695148264401307, + 0.9928241899429654, + 1.011466978521356, + 1.015897314997225, + 1.0238688838054302, + 1.0150342744039813, + 1.0149508574937365, + 0.9925404112632117, + 0.9872466320901033, + 1.0000513594585967, + 0.9865335518102039, + 0.9916934654171699, + 1.0111500201640033, + 1.0290091218292727, + 1.0080282510552814, + 0.9998062630573106, + 1.0027987951392292, + 1.0058448354473761, + 1.0127865866340113, + 1.0179715342017457, + 1.013555459538838, + 1.0063545738992565, + 1.0013980777392146, + 1.0039675000000043, + 0.9940267908926063, + 0.9867813019457877, + 0.9943765006272788, + 1.015526891626581, + 0.9864205332461236, + 0.9867876895945505, + 1.0266969428458936, + 1.042059643812452, + 1.0120358570624033, + 1.0028235097925473, + 0.9905175353506179, + 0.9946414253907617, + 0.9951193904567321, + 0.994780772003151, + 0.9990168722978009, + 0.9919731463227914, + 0.9791890939000777, + 1.0112363498675152, + 1.0384478663637378, + 1.0089325105827842, + 1.0217975650986395 + ] + ] + }, + "width": 512, + "in_features": 256, + "out_features": 10, + "depth": 4, + "padding": 512, + "parameters": 662029, + "cert_evals": { + "36": 0.8804458379745483, + "72": 0.8571429252624512, + "108": 0.8358663320541382, + "255": 0.7203647494316101 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/semeion/fold_2/result.json b/UCI_N4/ortho/runs/semeion/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c95541de70dff3e0448b0beb2d256a94f436a931 --- /dev/null +++ b/UCI_N4/ortho/runs/semeion/fold_2/result.json @@ -0,0 +1,542 @@ +{ + "best_epoch": 37, + "best_val_acc": 0.9043824701195219, + "test_acc": 0.8940677966101694, + "train_size": 398, + "val_size": 251, + "test_size": 944, + "stats": { + "mean": [ + [ + 0.025853251256281188, + 0.026377419597989695, + 0.006303957286432041, + -0.016009429648241216, + 0.013426341708542615, + 0.000583298994974769, + -0.011917678391959662, + -0.037533175879397224, + -0.020098884422110854, + 0.0008364321608037243, + 0.019239580402010244, + -0.008214989949749375, + -0.025825954773869612, + -0.0006419698492463064, + 0.009508140703517508, + -0.019673170854271324, + -0.008902964824120629, + 0.029295625628140858, + 0.03910123115577878, + 0.04551176381909547, + 0.022450278894472483, + -0.041741050251256066, + -0.028593851758793917, + -0.037733369346733686, + 0.010677314070351713, + 0.008148201005025205, + 0.008145326633165782, + 0.009415472361809119, + 0.0284809497487437, + 0.009431022613065136, + -0.03688329899497498, + -0.04282043467336695, + -0.025931434673366276, + 0.0032492160804019695, + -0.014650914572864066, + -0.034562944723617914, + 0.004439065326633279, + 0.022032201005025183, + -0.04040087437185899, + -0.02492873869346697, + 0.012970140703517999, + 0.010264954773869574, + -0.013438090452261338, + -0.04317389949748748, + -0.011412814070351772, + 0.05626816582914544, + -0.03446686432160752, + -0.03817115326633142, + -0.01699248241206059, + 0.00882481909547732, + -0.04225107537688392, + -0.020397143216080688, + -0.035770040201005424, + -0.03813472361809031, + -0.05145492713567884, + -0.03408486180904533, + 0.016902085427135845, + 0.03483842713567786, + -0.03427305276381909, + -0.03140666331658277, + -0.011773889447236174, + 0.047884999999999796, + -0.0048442587939699355, + -0.04316322110552765, + -0.024642746231156448, + -0.002302301507537566, + -0.006238201005025181, + -0.0363831557788939, + -0.028835427135678583, + -0.04495072864321667, + 0.020803904522613076, + -0.007038153266331668, + 0.06495377889447201, + 0.026844070351758658, + -0.026958037688442293, + -0.02663757286432158, + 0.020592271356783716, + 0.027218869346733378, + 0.023798552763819147, + -0.016768904522613152, + -0.020810841708543488, + 0.004460130653266039, + 0.013682477386934629, + -0.025019600502512482, + -0.019792587939698632, + 0.02358873366834184, + -0.011806276381909597, + 0.020794437185929524, + 0.028271816582914534, + -0.006166407035175833, + -0.044291896984924944, + 0.024660060301507664, + 0.032016668341708576, + 0.04052279396984933, + 0.0490172487437184, + -0.016359286432160735, + -0.056750273869347244, + -0.007435929648241428, + 0.0017769246231154824, + 0.021414361809045206, + 0.04469314572864335, + 0.052019472361808976, + 0.0043632462311552775, + 0.03251259798994986, + 0.01964791959799002, + -0.022454183417085893, + -0.10391374874371867, + 0.008390402010050075, + 0.03760563819095469, + 0.11590360552763804, + 0.0493695728643219, + 0.04893633165829245, + -0.06410897487437181, + -0.006136658291457329, + -0.033884165829145316, + -0.002246648241206082, + -0.01682175376884426, + 0.00046256281407027904, + 0.022378718592965034, + -0.018578834170853733, + -0.06667939698492395, + -0.06575905527638143, + -0.043371045226129806, + 0.01104597989949733, + 0.06203475376884437, + 0.037953512562814026, + -0.005590462311557684, + 0.03451213065326728, + -0.022839005025125664, + -0.003315185929648206, + -0.024253055276382062, + -0.0389598241206035, + -0.03882960301507507, + -0.03981433668341692, + -0.031687527638191625, + -0.05046211557788869, + -0.0578318567839198, + -0.03762569346733697, + -0.0389613567839193, + 0.01979657286432155, + 0.019776218592964884, + 0.01474091708542714, + -0.042159695979899554, + -0.014452487437185876, + -0.0048944321608039645, + -0.013580208542713676, + -0.05791733668341716, + -0.009305037688442106, + 0.029235170854271467, + 0.025075567839196122, + 0.015302437185929314, + -0.022135206030150862, + 0.013569241206029991, + 0.02443211809045206, + 0.04290105527638174, + 0.09095939447236231, + 0.1091005477386932, + 0.020843309045226067, + -0.0007868643216079208, + -0.03978372110552767, + -0.0220056030150753, + -0.030192002512562766, + -0.04608865829145755, + 0.042463467336683505, + 0.051527896984924354, + 0.0915860050251251, + 0.01618239195979925, + -0.008218854271356756, + -0.020952391959798814, + 0.014776788944723587, + 0.034092487437186, + 0.04560211055276428, + 0.08278233165829134, + 0.10847255527638236, + 0.024846484924623196, + -0.052689055276382346, + 0.0017780376884420149, + -0.013441829145728687, + 0.020275924623115744, + 0.06161076884422113, + 0.08692009045226239, + 0.04008957286432224, + -0.0012120703517585535, + -0.007551306532663401, + -0.04616232160804049, + -0.013706580402010225, + -0.024673851758793934, + 0.08783185929648209, + 0.07460693467336664, + 0.0960876532663306, + 0.02119716834170848, + -0.03701101507537695, + -0.010059045226130629, + -0.010829610552763923, + -0.012481236180904494, + 0.04081522613065362, + 0.029924482412060183, + 0.008092273869346436, + -0.04316322110552756, + -0.03630996733668343, + -0.08232102512562797, + -0.04733090954773897, + 0.004588884422110799, + 0.08388306532663306, + 0.0430607738693465, + 0.04666894472361813, + -0.01270106783919614, + -0.047514080402010335, + -0.010565728643216074, + -0.026136346733668523, + -0.03245043718592946, + 0.023696067839195353, + 0.01770060301507536, + 0.044308140703517615, + -0.003787788944723613, + 0.014174522613065448, + -0.05093826633165829, + 0.02573226130653278, + 0.030287150753768848, + 0.0401397286432159, + 0.053680743718593056, + 0.02102522613065334, + -0.010747371859296528, + 0.05464842964824082, + -0.017136783919598057, + -0.045805907035175675, + -0.05090381909547731, + -0.0068819798994974556, + -0.03505809045226187, + -0.02371979899497456, + 0.00344182914572863, + 0.0033947336683414304, + 0.0007934170854273202, + -0.0018110753768842327, + 0.0032136934673366708, + 0.01568474874371846, + 0.01327067839195978, + 0.019348781407035248, + 0.004921175879397266, + 0.031125522613065133, + 0.04711545226130587, + 0.010442155778894433, + -0.024673851758794076, + -0.015774271356783803, + -0.06616341708542701, + -0.0980368467336672, + 0.0005838040201006485, + 0.008146753768844201, + 0.004349567839195794, + 0.003092396984924539, + -0.015071595477387165, + 0.007967140703517566, + -0.01298472613065332, + 0.0446150326633164, + 0.023923638190954576, + 0.0477404321608047 + ] + ], + "std": [ + [ + 1.034353343932803, + 1.024348567936632, + 1.0036818973846862, + 0.9926016744364617, + 1.0028981060461741, + 0.9997262707845033, + 1.0004780191128255, + 1.0057381568404924, + 1.0053448775578797, + 0.9994421248178098, + 0.9935827482337024, + 1.0014086229280772, + 1.0021061616018854, + 0.9996719899466749, + 1.0017361970021768, + 0.988660808590669, + 0.9901596478521693, + 1.0192247642124055, + 1.0167388988236599, + 1.0138944681676312, + 1.0047989281967311, + 0.9904645459818706, + 0.9954463096472054, + 0.9922833494657366, + 1.000931207563311, + 1.000707942136333, + 1.0005842378657308, + 1.0008281188231554, + 1.003557986182927, + 1.0010705577402124, + 0.9904311917270927, + 0.9711219802777267, + 0.9739587043622917, + 1.0015066140578677, + 0.9931898260069552, + 0.9856672449691517, + 1.0012331552789873, + 1.0081082975427937, + 0.9818673205301623, + 0.9867264401919426, + 1.0059158746745933, + 1.0048856527038488, + 0.9933559670825766, + 0.9804299925042913, + 0.9959503979748487, + 1.0125781824597548, + 0.9904165488252873, + 0.9747606061850563, + 0.9833821256471468, + 1.0040856115046517, + 0.9796743045806305, + 0.9898888553822821, + 0.9818517087835823, + 0.9782007130770088, + 0.9656942565779187, + 0.9734797731342064, + 1.010665700345605, + 1.021589297626431, + 0.9794856875095689, + 0.9845971696829052, + 0.9948281863198752, + 1.0136085631297738, + 0.9980537361415062, + 0.9668195470806507, + 0.9810513427219819, + 0.9987231668355041, + 0.997403787663875, + 0.9835516799557577, + 0.9853855373152387, + 0.9749106414617704, + 1.0117447309449026, + 0.9952897165079869, + 1.032947917542788, + 1.0120811271463608, + 0.9875771901975944, + 0.9885862353477245, + 1.0072891612096109, + 1.0093428281641061, + 1.0100051475667393, + 0.9840366571448279, + 0.9854634000263881, + 1.00134698674654, + 1.0041146501612022, + 0.9900282216050488, + 0.9917355999661862, + 1.0093104531776096, + 0.9947373509131133, + 1.0080042462360728, + 1.0087372732373883, + 0.9976110730657628, + 0.9846934585447732, + 1.0088475388403126, + 1.0133097733764065, + 1.0209739586680646, + 1.0282470508532253, + 0.9817846585536307, + 0.9633992156471255, + 0.9973233600463974, + 1.000218145710761, + 1.0057309799061696, + 1.010623899141674, + 1.0101011443230787, + 1.0006599864175545, + 1.0055249208224792, + 1.0028819022633104, + 0.9953395717809288, + 0.9698021524023763, + 1.0024258063274285, + 1.0158129918211263, + 1.063456671941438, + 1.0324591392422755, + 1.04774222887087, + 0.9616904393179179, + 0.997695806697438, + 0.9880152027656462, + 0.9988433850344972, + 0.9937292230975006, + 0.9998296099021827, + 1.0044195246237817, + 0.9963489105119412, + 0.9879651241571221, + 0.9859903114183225, + 0.9884715320146122, + 1.003310560327655, + 1.0244185872318146, + 1.0203911139057007, + 0.9961421301729745, + 1.034050235933694, + 0.989521079569911, + 0.9990477366494994, + 0.992755500716447, + 0.9868421928940853, + 0.9873393959627118, + 0.9881958106921132, + 0.9919947175362285, + 0.9895831364382834, + 0.9895629283115108, + 0.9929032652937821, + 0.9922751284451915, + 1.003847339906563, + 1.0037363434884359, + 1.0033043471411776, + 0.9838300352467959, + 0.9873973753633691, + 0.9979198179428482, + 0.9968491311161947, + 0.9780752949201328, + 0.9952808518444423, + 1.0120796997058796, + 1.0102563563170064, + 1.0056657842293373, + 0.9917811647092868, + 1.003612286469916, + 1.0080281022283166, + 1.0132678758599065, + 1.0226525060210754, + 1.0139038318701246, + 1.0024397087121901, + 0.9995063040570514, + 0.9700809553445697, + 0.9922233441291306, + 0.9933207816371948, + 0.9824557032259209, + 1.0196898531365701, + 1.0252921553121754, + 1.0436509722569267, + 1.0085279865152725, + 0.9951421649917936, + 0.9882760866228761, + 1.0078553724971193, + 1.016034101650163, + 1.0182936561607592, + 1.0197900633557413, + 1.009927427136894, + 1.0043140064479028, + 0.9653870680055727, + 1.0002294165307881, + 0.9975169703830418, + 1.0060899274497221, + 1.0302542392319602, + 1.050457422656358, + 1.0263818971478929, + 0.9988293446894524, + 0.993948379991406, + 0.9646507012293754, + 0.9894725219782052, + 0.9841733127810417, + 1.039912432152242, + 1.0215994164574418, + 1.0180415302669792, + 1.004726329086974, + 0.9748378645110533, + 0.996502380675558, + 0.9983170617806623, + 0.9963911641009451, + 1.0183269819540794, + 1.017678321054885, + 1.0055414218665415, + 0.9668195470806507, + 0.9703066737368953, + 0.9404292201679834, + 0.967852473516548, + 1.0019282394069462, + 1.028101194822195, + 1.008793562942109, + 1.0081602197776465, + 0.9956124335469831, + 0.9606578789878316, + 0.9949738705848414, + 0.9953677319031761, + 0.9944335251793368, + 1.0048415968196438, + 1.0055583780485124, + 1.0180101093887308, + 0.9978522893615333, + 1.0059363426964134, + 0.9778798529166732, + 1.0083401893079658, + 1.0068711996262265, + 1.006423096229551, + 1.0046479120669225, + 1.0037804464514235, + 0.994459962409335, + 1.0536434113524862, + 0.9893818936419583, + 0.9884128417013845, + 0.9968841227714262, + 1.0005451392022922, + 1.0058448354473761, + 1.0049722474461862, + 0.9987027037023654, + 0.998829254733481, + 0.9994987832666141, + 0.9999543973377994, + 0.9993809740185148, + 1.0000438421505866, + 1.0018684789535641, + 1.007170379629404, + 1.003098792935798, + 1.0389250180520742, + 1.057188249524631, + 1.009038472352926, + 0.9841733127810427, + 0.9933150572644535, + 0.9837566845129954, + 0.9835369109711313, + 0.9997322633620358, + 1.00066670782988, + 1.0002899205838178, + 1.000633573204784, + 0.9919731463227919, + 1.0051578019898537, + 0.988327819096806, + 1.0458203733919074, + 1.032263512848999, + 1.1039230782773841 + ] + ] + }, + "width": 512, + "in_features": 256, + "out_features": 10, + "depth": 4, + "padding": 512, + "parameters": 662029, + "cert_evals": { + "36": 0.876059353351593, + "72": 0.8548728823661804, + "108": 0.8389830589294434, + "255": 0.6991525292396545 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/semeion/fold_3/result.json b/UCI_N4/ortho/runs/semeion/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b643b9e739d60fd7f9cfd720ff9fd8a544e68144 --- /dev/null +++ b/UCI_N4/ortho/runs/semeion/fold_3/result.json @@ -0,0 +1,542 @@ +{ + "best_epoch": 23, + "best_val_acc": 0.9241706161137441, + "test_acc": 0.9065040650406504, + "train_size": 398, + "val_size": 211, + "test_size": 984, + "stats": { + "mean": [ + [ + 0.017303708542713854, + 0.033339979899497045, + 0.042060535175879, + 0.0551565226130648, + 0.03412115577889427, + 0.020728213567838986, + 0.003192402010050319, + -0.017114201005025118, + -0.009631226130653392, + -0.014865055276382138, + -0.017541251256281226, + -0.08527074371859306, + -0.0611904120603017, + -0.045862402010050325, + 0.009508140703517527, + -0.013946012562814322, + 0.0643217587939701, + 0.0719809045226133, + 0.061214376884421925, + -0.018105633165829183, + -0.06536492964824103, + -0.07759587688442295, + -0.059003042713567794, + -0.012227075376884505, + -0.05005260552763839, + -0.04250838190954796, + -0.022192437185929587, + -0.0007109648241205073, + -0.04772033165829164, + 0.009431022613065164, + -0.04203948743718602, + -0.01305157788944726, + 0.07187196733668362, + 0.037831934673366825, + 0.018214371859296575, + -0.09378594974874371, + -0.10202691457286414, + -0.08058536683417125, + 0.008583005025125713, + 0.014450412060301456, + -0.02057281407035149, + 0.01591073618090474, + 0.05852115577889456, + 0.05490543216080418, + 0.025520276381909558, + 0.01994546482412024, + -0.029288175879396895, + -0.05002305778894475, + 0.09349378894472334, + -0.0024263668341707816, + -0.08628416080401952, + -0.042581354271357584, + 0.019872572864321515, + 0.07025994221105543, + 0.03735249748743718, + -0.021575791457286518, + 0.022925640703517693, + 0.052837846733668196, + 0.07541733668341698, + 0.023911276381909558, + -0.06598816080402005, + -0.03642700000000029, + -0.03662473618090472, + -0.0555867085427135, + 0.019038185929648087, + -0.01863026130653271, + -0.043643228643215105, + 0.029040723618090913, + 0.026844070351758627, + 0.04571258793969818, + 0.0616951256281406, + 0.04614825125628155, + 0.05347232663316565, + 0.11036331658291482, + 0.016836394472361783, + -0.015812482412060267, + -0.05466603015075383, + -0.0745576381909549, + -0.07527588944723587, + -0.0031332562814071646, + 0.009397638190954651, + -0.0009045703517589661, + 0.03485077889447228, + -0.0035822437185929427, + -0.009007914572864234, + 0.029040723618090455, + 0.04252824623115574, + 0.11859657788944705, + 0.0971600904522612, + 0.07854394472361814, + -0.01270106783919611, + -0.023795125628140776, + -0.028454560301507496, + -0.06846445226130653, + -0.05716217336683423, + -0.008979115577889234, + -0.015752100502512602, + 0.029420037688442, + -0.019207185929647985, + -0.08853826130653279, + -0.06453608542713567, + 0.021109673366834107, + 0.06616457286432129, + 0.0990662613065328, + 0.05533300502512552, + 0.028604987437185914, + -0.04203948743718602, + -0.007485824120603054, + -0.023014974874371978, + -0.020393296482412362, + -0.048715170854271364, + -0.023184673366834257, + 0.01613431155778907, + 0.025520276381909585, + -0.02331836683417028, + -0.0022466482412058235, + 0.025685864321608003, + 0.1214610552763827, + 0.12532168341708572, + 0.07314251758794003, + 0.034790552763818976, + 0.015824623115577738, + -0.06917521608040215, + -0.010141005025125743, + -0.0036958190954772753, + -0.0025251658291457193, + 0.006283527638191006, + 0.027300030150753923, + 0.07564008040200966, + 0.037600432160804075, + 0.022608927135678237, + 0.018861979899497297, + 0.03452877889447219, + 0.06937706281407076, + 0.04556413065326641, + 0.041319522613065394, + -0.0070690175879395654, + 0.0030793718592961195, + 0.017090580402010398, + 0.019796572864321606, + -0.016192964824120658, + -0.04226193969849271, + -0.05281126884422079, + -0.0013456030150753172, + 0.04312830150753776, + 0.05816602763819115, + 0.0110636683417086, + -0.00930503768844212, + 0.012763037688442154, + 0.03055638693467361, + 0.009892816582914443, + -0.038075562814070325, + -0.017870065326633208, + -0.012883457286432217, + 0.08004467336683378, + 0.04899117336683459, + -0.023747236180904754, + -0.04004978643216082, + -0.04713785929648249, + -0.04595407537688452, + -0.016720412060301323, + -0.03019200251256272, + -0.008860231155778723, + 0.02002423115577915, + 0.023111075376884147, + -0.0053246733668341605, + -0.041316502512562255, + -0.03685464572864361, + -0.06645353768844256, + -0.04286107537688441, + 0.0677983919597992, + 0.029169467336683533, + 0.025297271356783873, + -0.0032680427135678793, + -0.026374695979899457, + 0.0062461708542712385, + -0.024493984924623437, + 0.01705632160804017, + 0.041416688442211205, + 0.050218221105527164, + -0.0026422336683418032, + -0.008848216080402028, + -0.050413396984924405, + -0.013842623115578042, + -0.015173276381909613, + 0.0423901256281407, + 0.022431655778894367, + 0.04833989949748727, + -0.015437751256281409, + -0.03309212060301497, + 0.00566614572864313, + 0.034707618090452225, + -0.020580653266331614, + -0.04118986683417089, + -0.043604532663316625, + -0.06511693467336681, + -0.04697097487437197, + -0.047876804020100805, + -0.03695147738693452, + -0.023573881909547713, + 0.02588810050251267, + 0.059938824120602745, + 0.06057039195979934, + 0.030043969849246118, + -0.02400981909547736, + -0.061034673366834095, + -0.03376162060301523, + -0.0028822914572863433, + 0.0004090452261306595, + -0.056622663316582986, + -0.05783185678391955, + -0.04331452261306535, + -0.02476830150753774, + -0.04897743718592962, + -0.02051391959798998, + -0.013363165829145748, + 0.01934878140703507, + 0.031055560301507686, + 0.040651306532663266, + -0.016091994974874516, + -0.06268290201004995, + -0.035390954773869276, + -0.027462361809045256, + -0.05414238693467362, + 0.006189246231155719, + 0.0005052211055278901, + -0.025775125628140556, + -0.047400653266331895, + -0.06064291457286465, + -0.023719798994974565, + -0.017446231155778813, + -0.012141331658291529, + 0.026605527638191077, + 0.033742751256281414, + -0.006876432160804101, + 0.005632914572864249, + -0.042793419597989886, + -0.0293114824120604, + -0.037945047738693345, + -0.05130548241206037, + 0.014489914572864079, + 0.01721788944723632, + -0.0011210979899498779, + -0.07518444221105554, + -0.05077718592964814, + -0.017136143216080403, + -0.019568648241205994, + 0.00814675376884411, + 0.08045203015075388, + 0.06091420100502482, + 0.0017932663316581627, + -0.004254356783919557, + 0.00028859547738686056, + -0.05891331407035207, + -0.08821684422110554, + -0.015741175879397072 + ] + ], + "std": [ + [ + 1.0230913089022202, + 1.0306470847496936, + 1.0253163638989118, + 1.0218049113878709, + 1.0074783028399366, + 1.0009433160751784, + 0.9994505670417713, + 1.0026241679219097, + 1.0024524994812487, + 1.0039133733751973, + 1.0048971378545626, + 1.01417394130718, + 1.004332289549513, + 0.9977382032551653, + 1.0017361970021768, + 0.9919233144935908, + 1.0637765669702473, + 1.0455715281984932, + 1.0255977102644784, + 0.99339605984875, + 0.9817359315428323, + 0.981056113878387, + 0.990012610165878, + 0.9974493811385823, + 0.9922963473581801, + 0.9932437097599804, + 0.9968980779182007, + 0.9995978440878907, + 0.9913328217211481, + 1.0010705577402124, + 0.9890209230468918, + 0.9912627019033904, + 1.0644590940044412, + 1.020043651023701, + 1.0074072543879427, + 0.958275404222389, + 0.9578388667517177, + 0.9639856165919881, + 1.003221409383544, + 1.0068397052494056, + 0.9893750244557449, + 1.0076889515382415, + 1.0247383219890505, + 1.0210165378194092, + 1.0075247387147834, + 1.0046362701743567, + 0.9918912192932127, + 0.9665843967074859, + 1.0802469947354034, + 0.998459552401291, + 0.9563901007544556, + 0.978638687720611, + 1.0089127439007188, + 1.0344283171064497, + 1.0220358948079418, + 0.9833155750584129, + 1.0144818792490966, + 1.0322631831022364, + 1.038787160693079, + 1.0103666845998722, + 0.9702991548533046, + 0.987409253216723, + 0.9866887156715956, + 0.9567900274378338, + 1.0134406606180522, + 0.991713556652289, + 0.9827676281149432, + 1.0114433247015615, + 1.012081127146361, + 1.0222420868044244, + 1.0338152076697806, + 1.0268430413524583, + 1.0274456473203384, + 1.0453074953992492, + 1.0068106834774446, + 0.99319836196822, + 0.9771166106782407, + 0.9688298069003922, + 0.9624528562451854, + 0.9968022599327558, + 1.005901557554794, + 0.9993474698627087, + 1.010564715068287, + 0.9983486611130268, + 0.9961238320171254, + 1.0114433247015613, + 1.0161717897956295, + 1.0406869709539412, + 1.0272052350520744, + 1.0224767767382823, + 0.9956124335469829, + 0.9901857170585184, + 0.9865469521402179, + 0.9587645381482431, + 0.9621648427676825, + 0.9899337643062542, + 0.9900729293902669, + 1.0084492238238705, + 0.9937034359335825, + 0.9692951161627006, + 0.9800863496307292, + 1.0042513937180102, + 1.0123603111480772, + 1.0141287908757117, + 1.007677408079292, + 1.0044650992699184, + 0.9890209230468918, + 0.9971736177909093, + 0.9889840573493727, + 0.9866310104770853, + 0.9637832135197844, + 0.9752349399210322, + 1.0083818727667295, + 1.0075247387147834, + 0.991793153918188, + 0.9988433850344973, + 1.0081706851369636, + 1.029626843869407, + 1.0196031669552301, + 1.0093980022007503, + 1.0039886223095509, + 1.0023095280591323, + 0.9808300777029364, + 0.9962389763825825, + 0.9980717278603489, + 0.9982433289914361, + 1.0036155922773329, + 1.0270598343773214, + 1.0290248534923514, + 1.0061441876968409, + 1.0055764584644775, + 1.0053031805865968, + 1.0092866189920002, + 1.0156784749241112, + 1.0088960099879092, + 1.0059991425953296, + 0.9986354940573221, + 1.0001773791355475, + 1.00244149372978, + 1.003847339906564, + 0.996065302775612, + 0.9880253584212956, + 0.9794959611542164, + 0.998556228240707, + 1.0140940621454713, + 1.0096760877814985, + 1.0033829165288874, + 0.9952808518444423, + 1.0052200897485457, + 1.012469146588948, + 1.0035830400494066, + 0.9857420630547223, + 0.9942119752062554, + 0.9950185461635798, + 1.0234288024686335, + 1.0131354799141175, + 0.9949817856959143, + 0.9931492960370479, + 0.9878551084342865, + 0.9652611606828942, + 0.9940656012175009, + 0.9933207816371951, + 0.9965622500501108, + 1.0093915715884572, + 1.0115749892045551, + 0.9968115171925963, + 0.9755344519015101, + 0.9786069630651631, + 0.961464080587249, + 0.9743356627980871, + 1.030835086571909, + 1.0118648303811906, + 1.006595799733842, + 0.9991930482950553, + 0.9940736745513704, + 1.003492294968093, + 0.9918445350591615, + 1.0021683881445074, + 1.0122899955900566, + 1.0249494745406926, + 0.9979849217942023, + 0.9934793024312332, + 0.9621029758682157, + 0.9890982158771477, + 0.9885456854845168, + 1.0294779143109518, + 1.0130593563263568, + 1.0229554890663815, + 0.9943926914757206, + 0.9911313414795533, + 1.0010785245110474, + 1.021221319921214, + 0.9930525323845899, + 0.9938444307912636, + 0.9874394122474933, + 0.965635318129075, + 0.9689109282338, + 0.9629284258029364, + 0.9717359308698656, + 0.9808646394091696, + 1.0162302100520217, + 1.0355012766301623, + 1.0272568498553079, + 1.0107564289840438, + 0.9937602047041728, + 0.9851594467890736, + 0.9884587080836413, + 0.9974266932665549, + 0.999864541688887, + 0.9894363675325561, + 0.9895629283115106, + 0.988727903086388, + 0.990877905737688, + 0.9766932163927938, + 0.9895469407930455, + 0.9935726213392223, + 1.007170379629405, + 1.0100389974395079, + 1.009109049155308, + 0.9965204677792965, + 0.9901869920407446, + 0.99174574443383, + 0.9860427444032561, + 0.9400600968558963, + 1.0033074400595374, + 0.9997993113498106, + 0.9985929054949167, + 1.0046389351594731, + 1.0095474638492092, + 1.0049722474461862, + 1.0044746555071224, + 1.0026481147921085, + 0.9930117198494639, + 0.9940678856560923, + 1.0002974171033587, + 0.9998417518500186, + 0.9914036227508137, + 0.9875178868961761, + 0.9721338649787347, + 0.9291330950891362, + 1.017948146105332, + 1.0150039988798456, + 0.9989984568183743, + 0.9666297205670561, + 0.9878791191600703, + 0.9975774564005543, + 0.9980042921168951, + 1.0006667078298794, + 1.0077886909582168, + 1.016455335207286, + 1.0005853010665489, + 0.9967266234061737, + 0.9999357967957346, + 0.9320191861094074, + 0.8633520103519924, + 0.9623275771498844 + ] + ] + }, + "width": 512, + "in_features": 256, + "out_features": 10, + "depth": 4, + "padding": 512, + "parameters": 662029, + "cert_evals": { + "36": 0.8810975551605225, + "72": 0.8617885708808899, + "108": 0.8424796462059021, + "255": 0.7184959053993225 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/soybean/fold_0/result.json b/UCI_N4/ortho/runs/soybean/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..facee69b821f5801359b997daad704f5e69383cf --- /dev/null +++ b/UCI_N4/ortho/runs/soybean/fold_0/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 37, + "best_val_acc": 0.8135593220338984, + "test_acc": 0.8508064516129032, + "train_size": 376, + "val_size": 59, + "test_size": 248, + "stats": { + "mean": [ + [ + 5.255843042108454e-17, + -1.8094273124741912e-15, + -2.362176648138631e-18, + 8.940838613204717e-16, + -4.621008067921197e-16, + -1.366519190948198e-15, + 1.8507654038166175e-15, + 5.651507630671674e-16, + 1.4615968010357778e-15, + -4.64167711359241e-16, + 2.523985748536127e-15, + -3.363149002787376e-16, + 8.314861801447981e-16, + -8.031400603671346e-17, + -1.599562680891125e-15, + 6.971373832819134e-16, + 1.972417501195757e-15, + -9.955098211499242e-16, + -1.1840410448794887e-15, + -3.451730627092574e-16, + -1.2253791362219147e-15, + -6.85031227960203e-16, + -9.162292673967715e-16, + 7.411329233534954e-17, + -1.801159694205706e-17, + -7.119009873327799e-16, + -3.6805664898810043e-16, + -2.8346119777663573e-16, + -1.1114041129492258e-15, + -2.701739541308559e-16, + -6.746967051245964e-16, + 4.340499590954734e-17, + 1.5197654009961918e-15, + 5.7947145899650795e-16, + 8.208563852281742e-16 + ] + ], + "std": [ + [ + 0.9927642409431464, + 0.9787917699554936, + 0.9857406910506461, + 0.9841528529994341, + 0.973949637619625, + 0.9888979702224631, + 0.9894238955664117, + 0.9818135979404571, + 0.9812725198980998, + 0.9866993450965212, + 0.977811553908224, + 0.9685775006733509, + 0.9885494004209142, + 0.9877929165205122, + 0.9849820534726104, + 0.9696513186147865, + 0.9636787239536263, + 0.9714056969361312, + 0.9790342571909385, + 0.9594712670605601, + 0.9914762416613162, + 0.9894071736370291, + 0.9717998736463911, + 0.979506353986051, + 0.9100788369549304, + 0.9740807482046461, + 0.9403062306776938, + 0.9856078858868509, + 0.9913083989488309, + 0.9728185205882999, + 0.9658866068802527, + 0.9658866068802542, + 0.9641624577988217, + 0.9579105146532193, + 0.9764373811067356 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 18, + "depth": 4, + "padding": 70, + "parameters": 13741, + "cert_evals": { + "36": 0.8346773982048035, + "72": 0.8024193048477173, + "108": 0.774193525314331, + "255": 0.5887096524238586 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/soybean/fold_1/result.json b/UCI_N4/ortho/runs/soybean/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7723d3eddd4b2ca5efd7ccb02a7ca5ddf6f6f207 --- /dev/null +++ b/UCI_N4/ortho/runs/soybean/fold_1/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 14, + "best_val_acc": 0.8627450980392157, + "test_acc": 0.82421875, + "train_size": 376, + "val_size": 51, + "test_size": 256, + "stats": { + "mean": [ + [ + 5.255843042108454e-17, + -1.8094273124741912e-15, + -2.362176648138631e-18, + 8.940838613204717e-16, + -4.621008067921197e-16, + -1.366519190948198e-15, + 1.8507654038166175e-15, + 5.651507630671674e-16, + 1.4615968010357778e-15, + -4.64167711359241e-16, + 2.523985748536127e-15, + -3.363149002787376e-16, + 8.314861801447981e-16, + -8.031400603671346e-17, + -1.599562680891125e-15, + 6.971373832819134e-16, + 1.972417501195757e-15, + -9.955098211499242e-16, + -1.1840410448794887e-15, + -3.451730627092574e-16, + -1.2253791362219147e-15, + -6.85031227960203e-16, + -9.162292673967715e-16, + 7.411329233534954e-17, + -1.801159694205706e-17, + -7.119009873327799e-16, + -3.6805664898810043e-16, + -2.8346119777663573e-16, + -1.1114041129492258e-15, + -2.701739541308559e-16, + -6.746967051245964e-16, + 4.340499590954734e-17, + 1.5197654009961918e-15, + 5.7947145899650795e-16, + 8.208563852281742e-16 + ] + ], + "std": [ + [ + 0.9927642409431464, + 0.9787917699554936, + 0.9857406910506461, + 0.9841528529994341, + 0.973949637619625, + 0.9888979702224631, + 0.9894238955664117, + 0.9818135979404571, + 0.9812725198980998, + 0.9866993450965212, + 0.977811553908224, + 0.9685775006733509, + 0.9885494004209142, + 0.9877929165205122, + 0.9849820534726104, + 0.9696513186147865, + 0.9636787239536263, + 0.9714056969361312, + 0.9790342571909385, + 0.9594712670605601, + 0.9914762416613162, + 0.9894071736370291, + 0.9717998736463911, + 0.979506353986051, + 0.9100788369549304, + 0.9740807482046461, + 0.9403062306776938, + 0.9856078858868509, + 0.9913083989488309, + 0.9728185205882999, + 0.9658866068802527, + 0.9658866068802542, + 0.9641624577988217, + 0.9579105146532193, + 0.9764373811067356 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 18, + "depth": 4, + "padding": 70, + "parameters": 13741, + "cert_evals": { + "36": 0.78125, + "72": 0.7734375, + "108": 0.7265625, + "255": 0.55078125 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/soybean/fold_2/result.json b/UCI_N4/ortho/runs/soybean/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..17df95a1ca541c392e1e330dc3727dda80642b7a --- /dev/null +++ b/UCI_N4/ortho/runs/soybean/fold_2/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 11, + "best_val_acc": 0.8214285714285714, + "test_acc": 0.8247011952191236, + "train_size": 376, + "val_size": 56, + "test_size": 251, + "stats": { + "mean": [ + [ + 5.255843042108454e-17, + -1.8094273124741912e-15, + -2.362176648138631e-18, + 8.940838613204717e-16, + -4.621008067921197e-16, + -1.366519190948198e-15, + 1.8507654038166175e-15, + 5.651507630671674e-16, + 1.4615968010357778e-15, + -4.64167711359241e-16, + 2.523985748536127e-15, + -3.363149002787376e-16, + 8.314861801447981e-16, + -8.031400603671346e-17, + -1.599562680891125e-15, + 6.971373832819134e-16, + 1.972417501195757e-15, + -9.955098211499242e-16, + -1.1840410448794887e-15, + -3.451730627092574e-16, + -1.2253791362219147e-15, + -6.85031227960203e-16, + -9.162292673967715e-16, + 7.411329233534954e-17, + -1.801159694205706e-17, + -7.119009873327799e-16, + -3.6805664898810043e-16, + -2.8346119777663573e-16, + -1.1114041129492258e-15, + -2.701739541308559e-16, + -6.746967051245964e-16, + 4.340499590954734e-17, + 1.5197654009961918e-15, + 5.7947145899650795e-16, + 8.208563852281742e-16 + ] + ], + "std": [ + [ + 0.9927642409431464, + 0.9787917699554936, + 0.9857406910506461, + 0.9841528529994341, + 0.973949637619625, + 0.9888979702224631, + 0.9894238955664117, + 0.9818135979404571, + 0.9812725198980998, + 0.9866993450965212, + 0.977811553908224, + 0.9685775006733509, + 0.9885494004209142, + 0.9877929165205122, + 0.9849820534726104, + 0.9696513186147865, + 0.9636787239536263, + 0.9714056969361312, + 0.9790342571909385, + 0.9594712670605601, + 0.9914762416613162, + 0.9894071736370291, + 0.9717998736463911, + 0.979506353986051, + 0.9100788369549304, + 0.9740807482046461, + 0.9403062306776938, + 0.9856078858868509, + 0.9913083989488309, + 0.9728185205882999, + 0.9658866068802527, + 0.9658866068802542, + 0.9641624577988217, + 0.9579105146532193, + 0.9764373811067356 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 18, + "depth": 4, + "padding": 70, + "parameters": 13741, + "cert_evals": { + "36": 0.8087649345397949, + "72": 0.7529881000518799, + "108": 0.717131495475769, + "255": 0.4501992166042328 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/soybean/fold_3/result.json b/UCI_N4/ortho/runs/soybean/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..deef7635f95f440be8ce52193b407b6f8ba30bcb --- /dev/null +++ b/UCI_N4/ortho/runs/soybean/fold_3/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 21, + "best_val_acc": 0.9047619047619048, + "test_acc": 0.819672131147541, + "train_size": 376, + "val_size": 63, + "test_size": 244, + "stats": { + "mean": [ + [ + 5.255843042108454e-17, + -1.8094273124741912e-15, + -2.362176648138631e-18, + 8.940838613204717e-16, + -4.621008067921197e-16, + -1.366519190948198e-15, + 1.8507654038166175e-15, + 5.651507630671674e-16, + 1.4615968010357778e-15, + -4.64167711359241e-16, + 2.523985748536127e-15, + -3.363149002787376e-16, + 8.314861801447981e-16, + -8.031400603671346e-17, + -1.599562680891125e-15, + 6.971373832819134e-16, + 1.972417501195757e-15, + -9.955098211499242e-16, + -1.1840410448794887e-15, + -3.451730627092574e-16, + -1.2253791362219147e-15, + -6.85031227960203e-16, + -9.162292673967715e-16, + 7.411329233534954e-17, + -1.801159694205706e-17, + -7.119009873327799e-16, + -3.6805664898810043e-16, + -2.8346119777663573e-16, + -1.1114041129492258e-15, + -2.701739541308559e-16, + -6.746967051245964e-16, + 4.340499590954734e-17, + 1.5197654009961918e-15, + 5.7947145899650795e-16, + 8.208563852281742e-16 + ] + ], + "std": [ + [ + 0.9927642409431464, + 0.9787917699554936, + 0.9857406910506461, + 0.9841528529994341, + 0.973949637619625, + 0.9888979702224631, + 0.9894238955664117, + 0.9818135979404571, + 0.9812725198980998, + 0.9866993450965212, + 0.977811553908224, + 0.9685775006733509, + 0.9885494004209142, + 0.9877929165205122, + 0.9849820534726104, + 0.9696513186147865, + 0.9636787239536263, + 0.9714056969361312, + 0.9790342571909385, + 0.9594712670605601, + 0.9914762416613162, + 0.9894071736370291, + 0.9717998736463911, + 0.979506353986051, + 0.9100788369549304, + 0.9740807482046461, + 0.9403062306776938, + 0.9856078858868509, + 0.9913083989488309, + 0.9728185205882999, + 0.9658866068802527, + 0.9658866068802542, + 0.9641624577988217, + 0.9579105146532193, + 0.9764373811067356 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 18, + "depth": 4, + "padding": 70, + "parameters": 13741, + "cert_evals": { + "36": 0.7909835577011108, + "72": 0.7786884903907776, + "108": 0.7499999403953552, + "255": 0.5696721076965332 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/spambase/fold_0/result.json b/UCI_N4/ortho/runs/spambase/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..94c52b2a25d182f7408082158e82ac5c227249a9 --- /dev/null +++ b/UCI_N4/ortho/runs/spambase/fold_0/result.json @@ -0,0 +1,144 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.9213793103448276, + "test_acc": 0.9280997798972854, + "train_size": 1150, + "val_size": 725, + "test_size": 2726, + "stats": { + "mean": [ + [ + 0.021226006173913785, + -0.015919149391304187, + 0.025415802530432907, + 0.03918618617391535, + -0.00802565730434888, + -0.019898612173913727, + 0.006333582695649156, + 0.0138353715652162, + 0.010869212166955465, + 0.020277107478260063, + -0.03972575965999889, + -0.02055293502608697, + -0.008113843652174586, + 0.014708887365217537, + 0.01133711377391179, + -0.015495447060868504, + 0.03913622733043563, + -0.017462963999999633, + 0.0187409115304347, + 0.005520461426088844, + -0.0038418207913071324, + 0.008610802582609307, + 0.035890673565219404, + -0.006205582330433885, + 0.009182778760001165, + -0.019677288817390202, + 0.0004982232156532273, + 0.02920531815652134, + 0.012658779999999129, + 0.017062090382608135, + -0.013314016521739344, + -0.02566035391304503, + -0.008576744521738438, + -0.022911713043477794, + 0.0025098786956515694, + -0.007468803278259888, + 0.011673062539131227, + -0.015021546086957481, + -0.00910834485217397, + -0.02154278895652143, + 0.05463170547826161, + 0.023553851304347857, + 0.010670661652173499, + 0.0295903323391293, + 0.007351219000000634, + 0.01269573645391135, + -0.023270003826086932, + 0.03709884669565298, + 0.007815205191304105, + 0.027519189395651733, + -0.015820542199999555, + -0.01672272254086909, + 0.042409089939126635, + 0.025760643735651907, + 0.02838511237043451, + -0.013437700554782798, + 0.0164267618000002 + ] + ], + "std": [ + [ + 1.1235027725136815, + 0.8904989974639629, + 0.9957178739385403, + 1.4995577621881944, + 0.926476291913068, + 0.8885189316158734, + 0.9024040689634729, + 1.0405154757286925, + 1.1233331839178615, + 0.8981778369870301, + 0.8892119217650689, + 0.9874908627493307, + 0.9205513578145247, + 0.9632286363722543, + 1.0765253751015154, + 0.8531114122905263, + 1.0916574204014953, + 0.9124374318543399, + 0.9910784663927087, + 0.9680608594157823, + 0.9407382453902644, + 0.9930333587983213, + 1.1491144107563753, + 0.6425563314801666, + 1.0428011323424244, + 0.8430611857711853, + 1.0214512070760071, + 1.1643521198183129, + 1.10698998653912, + 1.0810838839403236, + 0.8380031520069444, + 0.8416763955823331, + 1.2024906820600971, + 0.8481231877782008, + 0.8570058504483157, + 0.9470628246612116, + 1.06910230060386, + 0.5874337186131844, + 0.8169185036473402, + 0.8578401703545604, + 1.4145108263137103, + 1.0433820861839775, + 0.9733444555118707, + 1.393792873658117, + 0.9492090774739013, + 1.0044806426321926, + 0.81385805230804, + 1.3465645155559474, + 1.0636978414150784, + 1.007651802571978, + 0.6554083067039526, + 0.7777941339804235, + 1.245208842537934, + 1.6535667744655882, + 1.3137439814967093, + 0.6661201009582893, + 1.219503651337539 + ] + ] + }, + "width": 256, + "in_features": 57, + "out_features": 2, + "depth": 4, + "padding": 114, + "parameters": 33065, + "cert_evals": { + "36": 0.9049890041351318, + "72": 0.8708730936050415, + "108": 0.8264856934547424, + "255": 0.5205429196357727 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/spambase/fold_1/result.json b/UCI_N4/ortho/runs/spambase/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b8988ba3bcce3c6b727e9b5df007627d03b3b87d --- /dev/null +++ b/UCI_N4/ortho/runs/spambase/fold_1/result.json @@ -0,0 +1,144 @@ +{ + "best_epoch": 20, + "best_val_acc": 0.9307065217391305, + "test_acc": 0.9314917127071823, + "train_size": 1150, + "val_size": 736, + "test_size": 2715, + "stats": { + "mean": [ + [ + -0.024849632956522313, + -0.03413819886956486, + -0.00989163035652276, + -0.002361400086956756, + -0.03987249782608704, + 0.01090509313043455, + 0.01957335878260548, + 0.001824029217390987, + -0.024616771288696538, + -0.00523980729217439, + -0.0020601358313020405, + -0.05077641741739166, + -0.03844389808695691, + 0.0008553938956523932, + -0.01214520726087042, + -0.009230109313042243, + 0.010565583165218426, + -0.046801976826087485, + -0.013554089600000253, + 0.02790070953043506, + 0.0032765880556492374, + -0.022136448173912388, + -0.029918836608694217, + -0.007934282660868743, + -0.023365790114781765, + -0.029432224478259654, + -0.022027940843476913, + -0.010254641513043462, + -0.03708282617391394, + -0.030502210695652975, + -0.006006388869565457, + -0.048024147826089034, + 0.029480932521740062, + -0.0510750817391295, + -0.028351204086956815, + -0.026517849208694946, + 0.01842911532173985, + -0.03338618443478374, + 0.006675741999999962, + -0.04656739886956605, + -0.020719941826085986, + 0.006543958434782931, + 0.011525401739130135, + -0.008087698269565702, + 0.025108898113044256, + -0.007957335130433963, + -0.015061640434782204, + -0.03721756826086869, + -0.03895043960869612, + -0.001666222565217826, + -0.010009838134782371, + 0.03633144539478134, + -0.06020993099130556, + -0.0013161700260872296, + -0.03022302409408695, + -0.004946863700869469, + 0.004550906813912774 + ] + ], + "std": [ + [ + 0.8958373484867075, + 0.9002436174684451, + 0.9749857170890281, + 0.9175103073316754, + 0.8456789748627611, + 1.0296079196279977, + 1.0663773858644263, + 0.9918744873399122, + 0.9377758356585005, + 0.9683003635587637, + 0.9988701214159026, + 0.8510020785398145, + 0.8120292232717867, + 1.1716911892002921, + 0.9335490252401448, + 0.9275724825067901, + 1.0706786172093499, + 0.8159996197989664, + 1.018783583831139, + 1.3842479172234758, + 1.039815972096556, + 0.8839135364998896, + 0.8932393785890523, + 0.9102522959355095, + 0.9028197785306566, + 0.9621741754161531, + 0.9455093600221522, + 1.0873334815971143, + 0.9298495573937857, + 0.8712375739105048, + 1.1638136373741579, + 0.7194920963255054, + 0.993798468472957, + 0.7165877104812148, + 0.7540408567752576, + 0.9687673124893158, + 0.981800827979203, + 0.29631208384482205, + 1.2015746837404693, + 0.8040600124748868, + 0.721184410759368, + 1.0883976635466879, + 1.1000595828326398, + 0.6542723004921799, + 1.1435952861265584, + 0.9423531730144734, + 0.6560729981871746, + 0.5591229852816202, + 0.5489093243563901, + 0.9888972344464931, + 0.6428451363337641, + 1.028319563197099, + 0.6205068262838673, + 0.5771896246525331, + 0.41206923845873533, + 0.6584069792527852, + 1.0945705958475596 + ] + ] + }, + "width": 256, + "in_features": 57, + "out_features": 2, + "depth": 4, + "padding": 114, + "parameters": 33065, + "cert_evals": { + "36": 0.9101289510726929, + "72": 0.8721915483474731, + "108": 0.8276243209838867, + "255": 0.5311233997344971 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/spambase/fold_2/result.json b/UCI_N4/ortho/runs/spambase/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d9ad23341193d3fd32599fa9310abbd36a44a36d --- /dev/null +++ b/UCI_N4/ortho/runs/spambase/fold_2/result.json @@ -0,0 +1,144 @@ +{ + "best_epoch": 15, + "best_val_acc": 0.949928469241774, + "test_acc": 0.9320494186046512, + "train_size": 1150, + "val_size": 699, + "test_size": 2752, + "stats": { + "mean": [ + [ + 0.04921885617391417, + 0.014926593956521877, + 0.00847792629565125, + 0.05005613400000414, + 0.0033398545217390415, + 0.022115092173912148, + 0.020861821652170594, + 0.01550478669565098, + 0.005469835709564297, + -0.002394102646087372, + -0.004648887133041112, + -0.03289461768695655, + -0.040754755739131086, + 0.02023474459130333, + -0.03975969647826165, + -0.0013114386782596627, + 0.05593795568695754, + -0.04049862191304387, + 0.032395505704347835, + 0.003473580347827736, + -0.03802155532695763, + 0.020674000869565144, + -0.029397571826085454, + 0.05626614292173871, + -0.016279572017390314, + -0.040442041434781556, + -0.027683359373911642, + -0.018165945565216026, + -0.0067161096434789095, + -0.01001410846956648, + -0.022173674869565393, + 0.0009115565217380702, + -0.0006774207913042033, + -2.747652173902797e-05, + -0.017699280086957207, + -0.0014646963999993766, + -0.01282538191304263, + -0.03204628226087075, + 0.032762344347826086, + -0.009639197913043794, + 0.10482606808695744, + -0.031013759826086604, + 0.020927692434782336, + 0.006242524399999054, + -0.026823291339128374, + 0.043980723565215755, + -0.005029141565217051, + -0.00635898059999959, + 0.007536563304348806, + -0.0018206163191308838, + -0.026798041434782056, + -0.002352054191304867, + -0.031762150104349914, + -0.03071606211652189, + -0.002249609841739219, + -0.015034978442608676, + 0.011666985643478154 + ] + ], + "std": [ + [ + 1.1778724434167362, + 1.0760534101769437, + 1.0559839237532962, + 1.5297906049045558, + 1.1364234457764475, + 1.0490814157140953, + 1.1363046556284118, + 1.0380124741143066, + 1.075498258791, + 0.8663393072266115, + 0.9747929071031151, + 0.969828844789839, + 0.7696639194748692, + 1.0473361728395063, + 0.8303333840972749, + 0.8838263753298514, + 1.2440346851573585, + 0.9334811719941839, + 1.02990808565559, + 0.8957714253842652, + 0.9678502243817942, + 1.1500298875956583, + 0.9330778093343873, + 1.5773371750732401, + 0.9230289983981412, + 0.8158091055273212, + 0.9489997820681896, + 0.9552807238624355, + 1.0072242253552435, + 1.0223260308735955, + 0.8234643073736883, + 1.0311031398813912, + 0.8806613305973721, + 1.0286119212691307, + 0.8014510966571808, + 0.9352593214362214, + 0.9329050736248139, + 0.3527683412758974, + 1.1692746053848972, + 1.002962447177659, + 1.4919910858493521, + 0.8738202541405161, + 1.1462384337701108, + 1.0090960980820731, + 0.9207764793259576, + 1.0912524568744784, + 0.816026256403742, + 0.7771366886117157, + 0.9566601501316736, + 0.9562471491235174, + 0.6185383136448549, + 0.8282423578976752, + 0.7966634350742242, + 0.34217344919196696, + 0.8296715880092417, + 0.6379508479090837, + 1.2381153537237015 + ] + ] + }, + "width": 256, + "in_features": 57, + "out_features": 2, + "depth": 4, + "padding": 114, + "parameters": 33065, + "cert_evals": { + "36": 0.9073401093482971, + "72": 0.8713662624359131, + "108": 0.823401153087616, + "255": 0.504723846912384 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/spambase/fold_3/result.json b/UCI_N4/ortho/runs/spambase/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e089fc63c55765a2b7887547465648dee0a2cbfa --- /dev/null +++ b/UCI_N4/ortho/runs/spambase/fold_3/result.json @@ -0,0 +1,144 @@ +{ + "best_epoch": 34, + "best_val_acc": 0.9187592319054653, + "test_acc": 0.9192501802451334, + "train_size": 1150, + "val_size": 677, + "test_size": 2774, + "stats": { + "mean": [ + [ + 0.018947906521740433, + -0.000799500504347751, + 0.01308322393912882, + -0.04350387713043517, + -0.017981908217392446, + -0.037174041304348704, + 0.022572385652170752, + -0.04463838826086928, + -0.00969831843826173, + 0.015462332956521007, + 0.02533698608174001, + -0.01796958450434803, + -0.002596639478261534, + -0.008146872721739728, + -0.010465523286957488, + -0.020865805773911915, + -0.023057402052173097, + 0.015772556173913998, + 0.029574481513043406, + -0.00723897516521638, + -0.012929820996524495, + 0.013256362000000747, + -0.016364737217389708, + -0.0054786337391299, + -0.023381384405216223, + 0.018361981547826933, + -0.027815069829563832, + -0.016357650539129607, + 0.02130572809565106, + -0.04712495074782753, + -0.023661064608695874, + -0.017694028695653844, + -0.035716115565216526, + -0.015046066956521246, + 0.017066349999999682, + -0.017144463043477796, + 0.00945527166956592, + 0.0090967913913036, + -0.019910964156521774, + -0.012770454869565474, + 0.008144727217391987, + 0.026037255217391253, + -0.03684596452174003, + -0.03572749460869723, + -0.026032580895649946, + 0.034894907043476656, + -0.040598744086955754, + -0.013571423391303747, + 0.04706986420869568, + 0.04318946167130402, + -0.01196526951304294, + -0.018042527704347985, + 0.049467921365213274, + -0.02400611535652195, + 0.06052994408086956, + 0.0599142720547826, + -0.0026769801565217854 + ] + ], + "std": [ + [ + 0.9331871594323544, + 0.9567845251269138, + 0.9760296399392536, + 0.051280137756585374, + 0.9428238363495951, + 0.8814135527767363, + 0.9954267960650186, + 0.6955201641843568, + 1.0576570344486964, + 1.1798688036970275, + 1.0384456763015388, + 0.9235329672549664, + 0.9059067437108173, + 0.8252286378311408, + 0.9221679162247977, + 1.0327807332881183, + 0.9152290942982179, + 1.0569927523658942, + 1.019968514725996, + 0.9205072920345395, + 0.9958149041823585, + 1.016878390862468, + 0.8965516556476434, + 1.0877876259600743, + 0.948111265047695, + 1.0393908013003292, + 0.9611733587640997, + 0.9251890870444093, + 1.1498439764663797, + 0.8019976062593172, + 0.8125415636929294, + 0.8726450743629817, + 0.6932596937551812, + 0.8745634092810176, + 1.3798992402930492, + 0.8915710521880803, + 0.9391065100766924, + 1.1627844455953502, + 0.8173394703147074, + 0.9245635097978325, + 0.9000725380226579, + 1.1834987177794307, + 0.775157987005211, + 0.6770693378003936, + 0.7878189821125126, + 1.0585249177081846, + 0.48012225657491536, + 0.635321002731002, + 1.2507891578889274, + 1.3781763830166411, + 0.957654911058225, + 0.6938467149180203, + 1.3755269217325827, + 0.35513836957625733, + 1.6062909589981371, + 1.7067437542745856, + 0.9544103185210019 + ] + ] + }, + "width": 256, + "in_features": 57, + "out_features": 2, + "depth": 4, + "padding": 114, + "parameters": 33065, + "cert_evals": { + "36": 0.8976207375526428, + "72": 0.8601297736167908, + "108": 0.8291276097297668, + "255": 0.5569574236869812 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/spect/fold_0/result.json b/UCI_N4/ortho/runs/spect/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..713f7f59406f52988cfbb077b0ae1faa133147a5 --- /dev/null +++ b/UCI_N4/ortho/runs/spect/fold_0/result.json @@ -0,0 +1,74 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.9, + "test_acc": 0.7391304347826086, + "train_size": 186, + "val_size": 10, + "test_size": 69, + "stats": { + "mean": [ + [ + -5.252668073495365e-16, + 1.532824046901829e-15, + -3.9753147010771733e-16, + -1.0338205799197695e-15, + -1.8336586729292908e-15, + -9.192169128616887e-16, + -4.405078452544976e-16, + -1.3382365705427963e-15, + -3.581364595565021e-16, + -1.082765896059158e-15, + 9.645808644055123e-16, + -1.4206079562407917e-16, + -1.8062015443632924e-15, + -2.1750820977064893e-15, + -4.643836092249311e-16, + 4.321513278648459e-16, + -1.0815721078606364e-15, + -1.6653345369377348e-16, + -2.6263340367476823e-16, + 9.633870762069907e-16, + -1.6557842313495614e-15, + 9.896504165744675e-16 + ] + ], + "std": [ + [ + 0.9609812490116691, + 0.977794794349693, + 0.9757497794069608, + 0.9777145841848973, + 0.9763846529890078, + 0.9777145841848975, + 0.9757497794069606, + 0.9759794254922428, + 0.9778036455104626, + 0.9770745392598671, + 0.9775511304850781, + 0.9752286427227655, + 0.9763846529890077, + 0.9776695904695919, + 0.9768752085627053, + 0.9738782701457798, + 0.9771347940108165, + 0.9709795017179342, + 0.9706245820084402, + 0.9755001122189715, + 0.9770745392598672, + 0.9775511304850782 + ] + ] + }, + "width": 64, + "in_features": 22, + "out_features": 2, + "depth": 4, + "padding": 44, + "parameters": 5065, + "cert_evals": { + "36": 0.6086956858634949, + "72": 0.49275362491607666, + "108": 0.2753623127937317, + "255": 0.08695652335882187 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/spect/fold_1/result.json b/UCI_N4/ortho/runs/spect/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..782c98fb9e2b3947d3cfb921d9d82c5fc9381aa2 --- /dev/null +++ b/UCI_N4/ortho/runs/spect/fold_1/result.json @@ -0,0 +1,74 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.7058823529411765, + "test_acc": 0.6451612903225806, + "train_size": 186, + "val_size": 17, + "test_size": 62, + "stats": { + "mean": [ + [ + -5.252668073495365e-16, + 1.532824046901829e-15, + -3.9753147010771733e-16, + -1.0338205799197695e-15, + -1.8336586729292908e-15, + -9.192169128616887e-16, + -4.405078452544976e-16, + -1.3382365705427963e-15, + -3.581364595565021e-16, + -1.082765896059158e-15, + 9.645808644055123e-16, + -1.4206079562407917e-16, + -1.8062015443632924e-15, + -2.1750820977064893e-15, + -4.643836092249311e-16, + 4.321513278648459e-16, + -1.0815721078606364e-15, + -1.6653345369377348e-16, + -2.6263340367476823e-16, + 9.633870762069907e-16, + -1.6557842313495614e-15, + 9.896504165744675e-16 + ] + ], + "std": [ + [ + 0.9609812490116691, + 0.977794794349693, + 0.9757497794069608, + 0.9777145841848973, + 0.9763846529890078, + 0.9777145841848975, + 0.9757497794069606, + 0.9759794254922428, + 0.9778036455104626, + 0.9770745392598671, + 0.9775511304850781, + 0.9752286427227655, + 0.9763846529890077, + 0.9776695904695919, + 0.9768752085627053, + 0.9738782701457798, + 0.9771347940108165, + 0.9709795017179342, + 0.9706245820084402, + 0.9755001122189715, + 0.9770745392598672, + 0.9775511304850782 + ] + ] + }, + "width": 64, + "in_features": 22, + "out_features": 2, + "depth": 4, + "padding": 44, + "parameters": 5065, + "cert_evals": { + "36": 0.5806451439857483, + "72": 0.35483869910240173, + "108": 0.29032257199287415, + "255": 0.09677419066429138 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/spect/fold_2/result.json b/UCI_N4/ortho/runs/spect/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d65ca039f96054b9a5c1fbf906ab22b607af8a8c --- /dev/null +++ b/UCI_N4/ortho/runs/spect/fold_2/result.json @@ -0,0 +1,74 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.75, + "test_acc": 0.6949152542372882, + "train_size": 186, + "val_size": 20, + "test_size": 59, + "stats": { + "mean": [ + [ + -5.252668073495365e-16, + 1.532824046901829e-15, + -3.9753147010771733e-16, + -1.0338205799197695e-15, + -1.8336586729292908e-15, + -9.192169128616887e-16, + -4.405078452544976e-16, + -1.3382365705427963e-15, + -3.581364595565021e-16, + -1.082765896059158e-15, + 9.645808644055123e-16, + -1.4206079562407917e-16, + -1.8062015443632924e-15, + -2.1750820977064893e-15, + -4.643836092249311e-16, + 4.321513278648459e-16, + -1.0815721078606364e-15, + -1.6653345369377348e-16, + -2.6263340367476823e-16, + 9.633870762069907e-16, + -1.6557842313495614e-15, + 9.896504165744675e-16 + ] + ], + "std": [ + [ + 0.9609812490116691, + 0.977794794349693, + 0.9757497794069608, + 0.9777145841848973, + 0.9763846529890078, + 0.9777145841848975, + 0.9757497794069606, + 0.9759794254922428, + 0.9778036455104626, + 0.9770745392598671, + 0.9775511304850781, + 0.9752286427227655, + 0.9763846529890077, + 0.9776695904695919, + 0.9768752085627053, + 0.9738782701457798, + 0.9771347940108165, + 0.9709795017179342, + 0.9706245820084402, + 0.9755001122189715, + 0.9770745392598672, + 0.9775511304850782 + ] + ] + }, + "width": 64, + "in_features": 22, + "out_features": 2, + "depth": 4, + "padding": 44, + "parameters": 5065, + "cert_evals": { + "36": 0.5932203531265259, + "72": 0.5254237055778503, + "108": 0.2711864411830902, + "255": 0.06779661029577255 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/spect/fold_3/result.json b/UCI_N4/ortho/runs/spect/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..20d2e383b2f66ae3d3907dccacbe8cf7b3d0891b --- /dev/null +++ b/UCI_N4/ortho/runs/spect/fold_3/result.json @@ -0,0 +1,74 @@ +{ + "best_epoch": 4, + "best_val_acc": 0.7777777777777778, + "test_acc": 0.7213114754098361, + "train_size": 186, + "val_size": 18, + "test_size": 61, + "stats": { + "mean": [ + [ + -5.252668073495365e-16, + 1.532824046901829e-15, + -3.9753147010771733e-16, + -1.0338205799197695e-15, + -1.8336586729292908e-15, + -9.192169128616887e-16, + -4.405078452544976e-16, + -1.3382365705427963e-15, + -3.581364595565021e-16, + -1.082765896059158e-15, + 9.645808644055123e-16, + -1.4206079562407917e-16, + -1.8062015443632924e-15, + -2.1750820977064893e-15, + -4.643836092249311e-16, + 4.321513278648459e-16, + -1.0815721078606364e-15, + -1.6653345369377348e-16, + -2.6263340367476823e-16, + 9.633870762069907e-16, + -1.6557842313495614e-15, + 9.896504165744675e-16 + ] + ], + "std": [ + [ + 0.9609812490116691, + 0.977794794349693, + 0.9757497794069608, + 0.9777145841848973, + 0.9763846529890078, + 0.9777145841848975, + 0.9757497794069606, + 0.9759794254922428, + 0.9778036455104626, + 0.9770745392598671, + 0.9775511304850781, + 0.9752286427227655, + 0.9763846529890077, + 0.9776695904695919, + 0.9768752085627053, + 0.9738782701457798, + 0.9771347940108165, + 0.9709795017179342, + 0.9706245820084402, + 0.9755001122189715, + 0.9770745392598672, + 0.9775511304850782 + ] + ] + }, + "width": 64, + "in_features": 22, + "out_features": 2, + "depth": 4, + "padding": 44, + "parameters": 5065, + "cert_evals": { + "36": 0.6721311211585999, + "72": 0.4098360538482666, + "108": 0.32786881923675537, + "255": 0.1147540956735611 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/spectf/fold_0/result.json b/UCI_N4/ortho/runs/spectf/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3e38a78d067cd1627dd021a5783f508a5f6a8197 --- /dev/null +++ b/UCI_N4/ortho/runs/spectf/fold_0/result.json @@ -0,0 +1,118 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5238095238095238, + "test_acc": 0.5254237288135594, + "train_size": 187, + "val_size": 21, + "test_size": 59, + "stats": { + "mean": [ + [ + 9.73262032024493e-08, + 7.37967914422617e-08, + -2.8021390374859026e-07, + 8.342245993522504e-08, + 1.438502673446313e-07, + 4.27807487904935e-09, + -3.208556132607522e-09, + 2.4438502673282447e-07, + -4.064171128261887e-08, + -1.245989304839758e-07, + -2.7005347592964245e-07, + -9.828877005220575e-08, + -2.7272727281823347e-08, + -9.786096256698731e-08, + -2.1390374290903598e-08, + -1.764705878989899e-08, + -2.1016042791891207e-07, + -1.443850270181913e-08, + -1.9251336897019774e-07, + -1.026737967961774e-07, + 2.2139037467217133e-08, + -1.871657754046705e-07, + -2.433155080530257e-07, + 3.422459890534254e-08, + 6.320855603067246e-08, + 1.203208557214405e-07, + 1.5240641710866705e-07, + -1.2566844921602035e-07, + -1.465240642376751e-07, + -2.577540106646021e-07, + -1.3475935830036328e-07, + -8.181818183804877e-08, + 3.272727272453287e-07, + -5.347593584110138e-08, + 2.6737967877210432e-08, + 8.449197850875112e-08, + -1.9251336920322585e-08, + -1.4919786096240437e-07, + -4.705882350701689e-08, + -7.112299465890437e-08, + -8.395721923564323e-08, + 2.0106951872948384e-07, + -2.2117647054603053e-07, + 1.7219251329526993e-07 + ] + ], + "std": [ + [ + 0.9973228707261231, + 0.997322592235688, + 0.9973223292917861, + 0.9973227306511006, + 0.99732255532754, + 0.997322255366945, + 0.9973226239770173, + 0.997322228679491, + 0.9973224624202952, + 0.997322743624266, + 0.9973222482787992, + 0.997322493534107, + 0.9973232185155234, + 0.9973228780399456, + 0.9973223891564488, + 0.9973225844652592, + 0.9973225517530112, + 0.9973225554412601, + 0.9973222478195743, + 0.9973226789069762, + 0.997322213988001, + 0.997322643819296, + 0.9973226574869563, + 0.9973225588456511, + 0.9973227088028409, + 0.9973226325041668, + 0.9973227670427876, + 0.9973226762758315, + 0.9973224495674463, + 0.997322983837095, + 0.997321878860045, + 0.9973226923900768, + 0.9973225315151032, + 0.9973225107812234, + 0.997322704618034, + 0.9973227074584576, + 0.9973225552504908, + 0.9973228014956899, + 0.9973225828407466, + 0.9973226373516573, + 0.9973225174190434, + 0.9973227159363205, + 0.9973224262644476, + 0.9973224878506673 + ] + ] + }, + "width": 128, + "in_features": 44, + "out_features": 2, + "depth": 4, + "padding": 88, + "parameters": 19805, + "cert_evals": { + "36": 0.508474588394165, + "72": 0.508474588394165, + "108": 0.508474588394165, + "255": 0.49152541160583496 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/spectf/fold_1/result.json b/UCI_N4/ortho/runs/spectf/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..948ce132db7f49aebb26b226a78e49c2b934edd2 --- /dev/null +++ b/UCI_N4/ortho/runs/spectf/fold_1/result.json @@ -0,0 +1,118 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5789473684210527, + "test_acc": 0.5573770491803278, + "train_size": 187, + "val_size": 19, + "test_size": 61, + "stats": { + "mean": [ + [ + 9.73262032024493e-08, + 7.37967914422617e-08, + -2.8021390374859026e-07, + 8.342245993522504e-08, + 1.438502673446313e-07, + 4.27807487904935e-09, + -3.208556132607522e-09, + 2.4438502673282447e-07, + -4.064171128261887e-08, + -1.245989304839758e-07, + -2.7005347592964245e-07, + -9.828877005220575e-08, + -2.7272727281823347e-08, + -9.786096256698731e-08, + -2.1390374290903598e-08, + -1.764705878989899e-08, + -2.1016042791891207e-07, + -1.443850270181913e-08, + -1.9251336897019774e-07, + -1.026737967961774e-07, + 2.2139037467217133e-08, + -1.871657754046705e-07, + -2.433155080530257e-07, + 3.422459890534254e-08, + 6.320855603067246e-08, + 1.203208557214405e-07, + 1.5240641710866705e-07, + -1.2566844921602035e-07, + -1.465240642376751e-07, + -2.577540106646021e-07, + -1.3475935830036328e-07, + -8.181818183804877e-08, + 3.272727272453287e-07, + -5.347593584110138e-08, + 2.6737967877210432e-08, + 8.449197850875112e-08, + -1.9251336920322585e-08, + -1.4919786096240437e-07, + -4.705882350701689e-08, + -7.112299465890437e-08, + -8.395721923564323e-08, + 2.0106951872948384e-07, + -2.2117647054603053e-07, + 1.7219251329526993e-07 + ] + ], + "std": [ + [ + 0.9973228707261231, + 0.997322592235688, + 0.9973223292917861, + 0.9973227306511006, + 0.99732255532754, + 0.997322255366945, + 0.9973226239770173, + 0.997322228679491, + 0.9973224624202952, + 0.997322743624266, + 0.9973222482787992, + 0.997322493534107, + 0.9973232185155234, + 0.9973228780399456, + 0.9973223891564488, + 0.9973225844652592, + 0.9973225517530112, + 0.9973225554412601, + 0.9973222478195743, + 0.9973226789069762, + 0.997322213988001, + 0.997322643819296, + 0.9973226574869563, + 0.9973225588456511, + 0.9973227088028409, + 0.9973226325041668, + 0.9973227670427876, + 0.9973226762758315, + 0.9973224495674463, + 0.997322983837095, + 0.997321878860045, + 0.9973226923900768, + 0.9973225315151032, + 0.9973225107812234, + 0.997322704618034, + 0.9973227074584576, + 0.9973225552504908, + 0.9973228014956899, + 0.9973225828407466, + 0.9973226373516573, + 0.9973225174190434, + 0.9973227159363205, + 0.9973224262644476, + 0.9973224878506673 + ] + ] + }, + "width": 128, + "in_features": 44, + "out_features": 2, + "depth": 4, + "padding": 88, + "parameters": 19805, + "cert_evals": { + "36": 0.5409835577011108, + "72": 0.5245901346206665, + "108": 0.5245901346206665, + "255": 0.4590163826942444 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/spectf/fold_2/result.json b/UCI_N4/ortho/runs/spectf/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..91246e78b2e1d4461e39c24957fe3b7ad40cfefb --- /dev/null +++ b/UCI_N4/ortho/runs/spectf/fold_2/result.json @@ -0,0 +1,118 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.65, + "test_acc": 0.48333333333333334, + "train_size": 187, + "val_size": 20, + "test_size": 60, + "stats": { + "mean": [ + [ + 9.73262032024493e-08, + 7.37967914422617e-08, + -2.8021390374859026e-07, + 8.342245993522504e-08, + 1.438502673446313e-07, + 4.27807487904935e-09, + -3.208556132607522e-09, + 2.4438502673282447e-07, + -4.064171128261887e-08, + -1.245989304839758e-07, + -2.7005347592964245e-07, + -9.828877005220575e-08, + -2.7272727281823347e-08, + -9.786096256698731e-08, + -2.1390374290903598e-08, + -1.764705878989899e-08, + -2.1016042791891207e-07, + -1.443850270181913e-08, + -1.9251336897019774e-07, + -1.026737967961774e-07, + 2.2139037467217133e-08, + -1.871657754046705e-07, + -2.433155080530257e-07, + 3.422459890534254e-08, + 6.320855603067246e-08, + 1.203208557214405e-07, + 1.5240641710866705e-07, + -1.2566844921602035e-07, + -1.465240642376751e-07, + -2.577540106646021e-07, + -1.3475935830036328e-07, + -8.181818183804877e-08, + 3.272727272453287e-07, + -5.347593584110138e-08, + 2.6737967877210432e-08, + 8.449197850875112e-08, + -1.9251336920322585e-08, + -1.4919786096240437e-07, + -4.705882350701689e-08, + -7.112299465890437e-08, + -8.395721923564323e-08, + 2.0106951872948384e-07, + -2.2117647054603053e-07, + 1.7219251329526993e-07 + ] + ], + "std": [ + [ + 0.9973228707261231, + 0.997322592235688, + 0.9973223292917861, + 0.9973227306511006, + 0.99732255532754, + 0.997322255366945, + 0.9973226239770173, + 0.997322228679491, + 0.9973224624202952, + 0.997322743624266, + 0.9973222482787992, + 0.997322493534107, + 0.9973232185155234, + 0.9973228780399456, + 0.9973223891564488, + 0.9973225844652592, + 0.9973225517530112, + 0.9973225554412601, + 0.9973222478195743, + 0.9973226789069762, + 0.997322213988001, + 0.997322643819296, + 0.9973226574869563, + 0.9973225588456511, + 0.9973227088028409, + 0.9973226325041668, + 0.9973227670427876, + 0.9973226762758315, + 0.9973224495674463, + 0.997322983837095, + 0.997321878860045, + 0.9973226923900768, + 0.9973225315151032, + 0.9973225107812234, + 0.997322704618034, + 0.9973227074584576, + 0.9973225552504908, + 0.9973228014956899, + 0.9973225828407466, + 0.9973226373516573, + 0.9973225174190434, + 0.9973227159363205, + 0.9973224262644476, + 0.9973224878506673 + ] + ] + }, + "width": 128, + "in_features": 44, + "out_features": 2, + "depth": 4, + "padding": 88, + "parameters": 19805, + "cert_evals": { + "36": 0.4833333492279053, + "72": 0.4833333492279053, + "108": 0.4833333492279053, + "255": 0.4833333492279053 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/spectf/fold_3/result.json b/UCI_N4/ortho/runs/spectf/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d7702dc25eba02e3dd7d36e5d5f39bf0d0324617 --- /dev/null +++ b/UCI_N4/ortho/runs/spectf/fold_3/result.json @@ -0,0 +1,118 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.5555555555555556, + "test_acc": 0.5, + "train_size": 187, + "val_size": 18, + "test_size": 62, + "stats": { + "mean": [ + [ + 9.73262032024493e-08, + 7.37967914422617e-08, + -2.8021390374859026e-07, + 8.342245993522504e-08, + 1.438502673446313e-07, + 4.27807487904935e-09, + -3.208556132607522e-09, + 2.4438502673282447e-07, + -4.064171128261887e-08, + -1.245989304839758e-07, + -2.7005347592964245e-07, + -9.828877005220575e-08, + -2.7272727281823347e-08, + -9.786096256698731e-08, + -2.1390374290903598e-08, + -1.764705878989899e-08, + -2.1016042791891207e-07, + -1.443850270181913e-08, + -1.9251336897019774e-07, + -1.026737967961774e-07, + 2.2139037467217133e-08, + -1.871657754046705e-07, + -2.433155080530257e-07, + 3.422459890534254e-08, + 6.320855603067246e-08, + 1.203208557214405e-07, + 1.5240641710866705e-07, + -1.2566844921602035e-07, + -1.465240642376751e-07, + -2.577540106646021e-07, + -1.3475935830036328e-07, + -8.181818183804877e-08, + 3.272727272453287e-07, + -5.347593584110138e-08, + 2.6737967877210432e-08, + 8.449197850875112e-08, + -1.9251336920322585e-08, + -1.4919786096240437e-07, + -4.705882350701689e-08, + -7.112299465890437e-08, + -8.395721923564323e-08, + 2.0106951872948384e-07, + -2.2117647054603053e-07, + 1.7219251329526993e-07 + ] + ], + "std": [ + [ + 0.9973228707261231, + 0.997322592235688, + 0.9973223292917861, + 0.9973227306511006, + 0.99732255532754, + 0.997322255366945, + 0.9973226239770173, + 0.997322228679491, + 0.9973224624202952, + 0.997322743624266, + 0.9973222482787992, + 0.997322493534107, + 0.9973232185155234, + 0.9973228780399456, + 0.9973223891564488, + 0.9973225844652592, + 0.9973225517530112, + 0.9973225554412601, + 0.9973222478195743, + 0.9973226789069762, + 0.997322213988001, + 0.997322643819296, + 0.9973226574869563, + 0.9973225588456511, + 0.9973227088028409, + 0.9973226325041668, + 0.9973227670427876, + 0.9973226762758315, + 0.9973224495674463, + 0.997322983837095, + 0.997321878860045, + 0.9973226923900768, + 0.9973225315151032, + 0.9973225107812234, + 0.997322704618034, + 0.9973227074584576, + 0.9973225552504908, + 0.9973228014956899, + 0.9973225828407466, + 0.9973226373516573, + 0.9973225174190434, + 0.9973227159363205, + 0.9973224262644476, + 0.9973224878506673 + ] + ] + }, + "width": 128, + "in_features": 44, + "out_features": 2, + "depth": 4, + "padding": 88, + "parameters": 19805, + "cert_evals": { + "36": 0.5, + "72": 0.5, + "108": 0.5, + "255": 0.5 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-australian-credit/fold_0/result.json b/UCI_N4/ortho/runs/statlog-australian-credit/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7898dd5de92936df8f8b2e507b4641b8e3b9dc01 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-australian-credit/fold_0/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.5754716981132075, + "test_acc": 0.5509708737864077, + "train_size": 172, + "val_size": 106, + "test_size": 412, + "stats": { + "mean": [ + [ + 0.05059407542441863, + -0.0114752416860465, + 0.028838848837209195, + 0.03936136046511627, + 0.10460593604651149, + 0.0779865668604651, + 0.08156061627906987, + 0.15811348837209352, + 0.05523483604651162, + 0.1309385000000002, + 0.06254351744186054, + -0.11882176316511633, + 0.041984078837209345, + 0.07566618604651176 + ] + ], + "std": [ + [ + 1.0101299726407869, + 1.0530472517300817, + 0.9967360557731824, + 0.9782321556549705, + 1.0601462124818095, + 1.0386276590440506, + 0.9921323025144253, + 1.0098717215967856, + 0.8568205957330315, + 1.0017391917815985, + 0.8280019139302006, + 0.8059241197617667, + 1.4892583738151293, + 1.0047800961056161 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 2105, + "cert_evals": { + "36": 0.33252426981925964, + "72": 0.1990291327238083, + "108": 0.1286407709121704, + "255": 0.048543691635131836 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-australian-credit/fold_1/result.json b/UCI_N4/ortho/runs/statlog-australian-credit/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..26117ec73cd36c1f0f0e76ad45ed569529e7f915 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-australian-credit/fold_1/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.6288659793814433, + "test_acc": 0.6270783847980997, + "train_size": 172, + "val_size": 97, + "test_size": 421, + "stats": { + "mean": [ + [ + -0.0864253130930232, + -0.033577701104651185, + -0.03875552325581389, + 0.029890569767441845, + 0.028733052325581446, + 0.014722290813953477, + 0.05829668604651171, + -0.01803883720930214, + 0.054039201162790776, + -0.043972749999999845, + -0.07365430232558125, + -0.024331187647674404, + 0.08401893802325594, + 0.08735679069767467 + ] + ], + "std": [ + [ + 0.9209242895195554, + 0.9435504125386636, + 1.067477333690663, + 1.061435553615557, + 1.0025792818765138, + 1.0277952989603758, + 0.9948560751139975, + 0.9964680315230806, + 0.9046016810802003, + 0.994587469176134, + 1.1556768232845753, + 0.935329242863178, + 1.6527499781150876, + 1.0051200887036142 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 2105, + "cert_evals": { + "36": 0.3634204566478729, + "72": 0.21377673745155334, + "108": 0.11163896322250366, + "255": 0.0023752970155328512 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-australian-credit/fold_2/result.json b/UCI_N4/ortho/runs/statlog-australian-credit/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bd6d9f0afe838bd941c015f427f6e33b34d570b3 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-australian-credit/fold_2/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.6333333333333333, + "test_acc": 0.5700934579439252, + "train_size": 172, + "val_size": 90, + "test_size": 428, + "stats": { + "mean": [ + [ + -0.07147041345930233, + -0.029198059883720928, + -0.10634986046511644, + -0.012728412790697653, + -0.06173072674418615, + 0.0097622159302325, + 0.05829668604651169, + 0.08765255813953526, + 0.008607926744186043, + -0.06729424999999996, + 0.004173023255814025, + -0.03348306104651162, + -0.012487369767441872, + -0.017858651162790676 + ] + ], + "std": [ + [ + 0.971314722723139, + 0.8466778612216974, + 1.042970249181201, + 0.959839375401117, + 0.918650223910635, + 0.8910303524098012, + 0.9948560751139973, + 1.0082316527571256, + 0.8072245383487707, + 0.9913009258016392, + 0.8525556362245806, + 0.9327938415221685, + 0.575642414570075, + 0.997133880165406 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 2105, + "cert_evals": { + "36": 0.36915886402130127, + "72": 0.20093457400798798, + "108": 0.09813083708286285, + "255": 0.004672897048294544 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-australian-credit/fold_3/result.json b/UCI_N4/ortho/runs/statlog-australian-credit/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8746ce82eab7420bed704b2788bdfd96914f1ea9 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-australian-credit/fold_3/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.6116504854368932, + "test_acc": 0.5566265060240964, + "train_size": 172, + "val_size": 103, + "test_size": 415, + "stats": { + "mean": [ + [ + -0.1213828103255814, + -0.06661143598837206, + 0.001801104651162605, + 0.1309130523255815, + 0.11044239534883706, + -0.028884297790697674, + 0.10482454651162802, + 0.09939604651162864, + -0.012912282558139528, + -0.12559799999999988, + 0.023629854651162924, + 0.0062312962406976735, + 0.17098330383720955, + 0.12242860465116306 + ] + ], + "std": [ + [ + 0.928604583415627, + 0.9683009241515906, + 1.0138252442857156, + 0.9530281481075065, + 0.9511816420159422, + 0.9323161262752426, + 0.9888538720631012, + 1.0088469910217654, + 0.7964967613394043, + 0.9806129187696861, + 0.964831290983948, + 0.838672394350281, + 1.7526808412132595, + 1.0053240290706722 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 2105, + "cert_evals": { + "36": 0.3903614580631256, + "72": 0.257831335067749, + "108": 0.1638554185628891, + "255": 0.016867469996213913 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-german-credit/fold_0/result.json b/UCI_N4/ortho/runs/statlog-german-credit/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3ea9cd1681cf7bac6d9a5ed3a80a24f859071ff5 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-german-credit/fold_0/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.7222222222222222, + "test_acc": 0.7260726072607261, + "train_size": 250, + "val_size": 144, + "test_size": 606, + "stats": { + "mean": [ + [ + 0.008747452000000005, + 0.11021018984000003, + 0.06555079600000023, + 0.10154820480000003, + -0.010759709999999997, + -0.02979250000000003, + 0.08191152000000003, + 0.013589535999999907, + 0.08188774399999998, + -0.06417329279999998, + 0.041099871999999926, + 0.0640540519999999, + 0.02485610000000021, + 0.057033071999999865, + 0.037065583999999575, + -0.014164548000000032, + 0.003288288000000005, + -0.09291863999999964, + 0.055446887999999986, + 0.033893919999999966, + -0.019884256, + -0.06814002399999995, + 0.019990000000000167, + 0.004141975999999968 + ] + ], + "std": [ + [ + 1.003978613784907, + 1.1209135794421377, + 1.0561299223802987, + 1.0960852648064718, + 1.0015570603843653, + 1.0186243811552194, + 0.9706722294277974, + 0.9826945821214509, + 0.9667757761368231, + 0.9930707850493405, + 0.9574267666614031, + 1.0136622966442341, + 1.022617820769464, + 1.0089854337740911, + 1.0859859373554877, + 0.9904599650540205, + 1.0037797010309435, + 1.118329779782364, + 1.1191480919785946, + 1.026929516139364, + 1.008621805841551, + 0.7419439487110271, + 1.014184725481508, + 0.9983740501128531 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 2, + "depth": 4, + "padding": 48, + "parameters": 6005, + "cert_evals": { + "36": 0.6155115962028503, + "72": 0.5115511417388916, + "108": 0.40429043769836426, + "255": 0.09405940771102905 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-german-credit/fold_1/result.json b/UCI_N4/ortho/runs/statlog-german-credit/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..91522be9b2405ca27d6bf960cf233ac3e76f8a7d --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-german-credit/fold_1/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.7151515151515152, + "test_acc": 0.6820512820512821, + "train_size": 250, + "val_size": 165, + "test_size": 585, + "stats": { + "mean": [ + [ + -0.11847553600000008, + 0.036239413119999966, + 0.02862046800000001, + -0.09383200439999995, + 0.060125340400000005, + 0.15559079999999997, + -0.014122872000000066, + 0.03171004799999993, + -0.020949231999999995, + 0.024086774399999983, + 0.035430963999999704, + 0.03635581599999994, + 0.01380900000000019, + -0.02444276800000006, + 0.015885439999999883, + -0.04249425600000005, + 0.0032882880000000194, + -0.05162157599999978, + -0.045364992, + -0.03910935999999991, + 0.02430596400000002, + -0.06814002399999995, + -0.009994999999999971, + 0.03726506400000005 + ] + ], + "std": [ + [ + 0.9921196542418786, + 0.9839775335987256, + 0.9719344651930834, + 0.8219136288585911, + 1.0283437624856175, + 0.935161859470199, + 1.0304888406780581, + 0.969745031693504, + 1.0144787229611012, + 0.9607218147860226, + 0.9757296988321245, + 0.9986987034773843, + 1.0124834391949327, + 0.99440586812025, + 1.0376109095734123, + 0.9715066082685968, + 1.003779701030944, + 1.0681499773760452, + 0.8871445440000011, + 0.9654046905991231, + 0.9876884886364683, + 0.741943948711028, + 0.9919250708722922, + 0.9887116931453116 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 2, + "depth": 4, + "padding": 48, + "parameters": 6005, + "cert_evals": { + "36": 0.5623931884765625, + "72": 0.4632478654384613, + "108": 0.36752137541770935, + "255": 0.04273504391312599 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-german-credit/fold_2/result.json b/UCI_N4/ortho/runs/statlog-german-credit/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e3a64480e51ce09c0cd7ae55e72fb2e23d94ef6c --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-german-credit/fold_2/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.7615894039735099, + "test_acc": 0.7011686143572621, + "train_size": 250, + "val_size": 151, + "test_size": 599, + "stats": { + "mean": [ + [ + -0.007155444000000004, + -0.02280468616000002, + -0.000923963999999978, + -0.005769232000000004, + 0.027214445999999993, + -0.033102900000000046, + -0.08756082399999997, + -0.008155120000000118, + -0.043801872000000026, + -0.036042587200000024, + -0.06660962000000034, + -0.012116240000000006, + 0.03590320000000018, + 0.03259031999999998, + 0.015885439999999754, + 0.014165159999999979, + -0.009864799999999998, + 0.044738240000000214, + -0.025202616000000018, + -0.02868032000000009, + 0.015467920000000017, + -0.013628039999999968, + -0.019989999999999956, + 0.04554583600000004 + ] + ], + "std": [ + [ + 0.9999148002086538, + 1.0148356615854706, + 0.9944072856585561, + 1.035717095952802, + 1.0170037494400637, + 0.9881689707602084, + 0.9574315744991436, + 0.9962604301494323, + 1.0106965591920622, + 0.938266029045709, + 1.046848672784522, + 1.0034643812466981, + 1.0325345627288987, + 1.0053273490207943, + 1.0376109095734132, + 1.0082616972439922, + 0.9864816, + 0.9336343846074779, + 0.9390127419470407, + 0.974766613507818, + 0.9920679785169961, + 0.9539597199999994, + 0.9841903486622879, + 0.9861074856695757 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 2, + "depth": 4, + "padding": 48, + "parameters": 6005, + "cert_evals": { + "36": 0.6110183596611023, + "72": 0.5358931422233582, + "108": 0.4223706126213074, + "255": 0.08013355731964111 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-german-credit/fold_3/result.json b/UCI_N4/ortho/runs/statlog-german-credit/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bf62b03df07600574ea60077edc89aa5f1fed352 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-german-credit/fold_3/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.7533333333333333, + "test_acc": 0.7116666666666667, + "train_size": 250, + "val_size": 150, + "test_size": 600, + "stats": { + "mean": [ + [ + -0.07712802800000004, + 0.035575906559999905, + 0.03600647600000002, + 0.06969280920000001, + -0.07151825079999988, + 1.2599999999729494e-06, + 0.09320968800000004, + -0.008155136000000117, + -0.047610556000000026, + -0.07366734000000005, + 0.04676877999999975, + -0.0398143480000001, + 0.013809000000000111, + -0.024442767999999993, + 0.0794258719999996, + -0.023607784000000107, + -0.036170976, + -0.02409019999999976, + 0.11593401599999997, + 0.06518104000000009, + 0.006629876000000042, + -0.013628039999999942, + 0.03998, + -0.028981112000000014 + ] + ], + "std": [ + [ + 0.9961848281424827, + 1.0357494337664712, + 0.9956407453516892, + 1.0641268992559583, + 0.9722690935335091, + 0.9495990606515547, + 0.9583641989375432, + 1.0028304935144103, + 0.9697124254270231, + 0.9284015893774715, + 0.9387328207858588, + 0.9103631774518237, + 1.0124834391949329, + 0.9944058681202499, + 1.1756410923708531, + 0.9842733398970128, + 0.9503959399474098, + 1.032426600000002, + 1.233700183972741, + 1.0506449065402248, + 0.9963498257987028, + 0.9539597199999992, + 1.028271299122951, + 1.0068547054058516 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 2, + "depth": 4, + "padding": 48, + "parameters": 6005, + "cert_evals": { + "36": 0.6100000143051147, + "72": 0.5133333206176758, + "108": 0.4166666865348816, + "255": 0.08166667073965073 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-heart/fold_0/result.json b/UCI_N4/ortho/runs/statlog-heart/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c60e7f1b7bfb55d576d81ae1e6a26716dcdb3448 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-heart/fold_0/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 21, + "best_val_acc": 0.8421052631578947, + "test_acc": 0.8303030303030303, + "train_size": 67, + "val_size": 38, + "test_size": 165, + "stats": { + "mean": [ + [ + -0.08198015373134328, + -0.20437704477611945, + 0.14667940298507465, + -0.10702356567164191, + 0.12296643701492538, + 0.0031060895522387424, + 0.1721716417910448, + 0.05256702985074625, + -0.09777528358208952, + -0.07363618358208954, + 0.14071911940298493, + -0.06190307462686559, + 0.07189410447761192 + ] + ], + "std": [ + [ + 0.9602755621241335, + 1.0534397591881424, + 0.965842016381191, + 0.8781181021048233, + 1.1908161716364944, + 1.0012132661304654, + 0.983067488143195, + 0.9410627873975389, + 0.9570769609540178, + 0.878212234528083, + 0.8616316071032667, + 0.9849557990787127, + 0.9977403560745624 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 2, + "depth": 4, + "padding": 26, + "parameters": 1825, + "cert_evals": { + "36": 0.7878787517547607, + "72": 0.6969696879386902, + "108": 0.5575757622718811, + "255": 0.12121211737394333 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-heart/fold_1/result.json b/UCI_N4/ortho/runs/statlog-heart/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..48b46ad7bdfb6e886be95f4929e19918d04523a6 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-heart/fold_1/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 34, + "best_val_acc": 0.7450980392156863, + "test_acc": 0.7368421052631579, + "train_size": 67, + "val_size": 51, + "test_size": 152, + "stats": { + "mean": [ + [ + 0.10317251194029849, + -0.04498435820895522, + -0.10467137313432831, + 0.12694810597014922, + 0.17465611791044777, + 0.25472334328358204, + 0.08243026865671647, + -0.11108194776119398, + -0.002699328358208915, + -0.025414538805970124, + -0.05362482089552247, + 0.1120346268656717, + -0.13575953731343274 + ] + ], + "std": [ + [ + 0.933803946437699, + 1.0141183535164209, + 1.0495962756290413, + 0.9673366402230045, + 0.8198187755507609, + 1.1979377392725967, + 0.9966276802719692, + 1.0695932382111324, + 0.997165030870351, + 0.9974922014552127, + 0.9446202495075935, + 1.110709570807387, + 0.9882692368647951 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 2, + "depth": 4, + "padding": 26, + "parameters": 1825, + "cert_evals": { + "36": 0.6381579041481018, + "72": 0.5526315569877625, + "108": 0.45394736528396606, + "255": 0.1184210553765297 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-heart/fold_2/result.json b/UCI_N4/ortho/runs/statlog-heart/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e6aaba593ab181cddffda25a3918f781828320c6 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-heart/fold_2/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 2, + "best_val_acc": 0.8260869565217391, + "test_acc": 0.802547770700637, + "train_size": 67, + "val_size": 46, + "test_size": 157, + "stats": { + "mean": [ + [ + 0.13594266119402976, + -0.14061997014925387, + 0.06813225373134335, + -0.08696855671641794, + 0.03171528507462684, + 0.04504229850746271, + 0.18712851940298503, + 0.03130544776119405, + 0.09237662686567168, + -0.06451316865671636, + 0.019254119402985, + 0.08040952238805975, + -0.15114120895522393 + ] + ], + "std": [ + [ + 0.8711281879382763, + 1.040823259043546, + 0.9637958388354753, + 0.9133876556024206, + 0.9725134126319966, + 1.040829334168815, + 0.9723132590478262, + 0.9630003579670339, + 1.0269376874323441, + 0.8130127152575585, + 0.8919207037488958, + 1.0082879636602924, + 0.9714271921263085 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 2, + "depth": 4, + "padding": 26, + "parameters": 1825, + "cert_evals": { + "36": 0.7197452187538147, + "72": 0.6114649772644043, + "108": 0.5477707386016846, + "255": 0.05095541477203369 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-heart/fold_3/result.json b/UCI_N4/ortho/runs/statlog-heart/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a3ab80753a592d561b8b2cf5153f0fed50999f40 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-heart/fold_3/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 43, + "best_val_acc": 0.9, + "test_acc": 0.7730061349693251, + "train_size": 67, + "val_size": 40, + "test_size": 163, + "stats": { + "mean": [ + [ + 0.08678730746268656, + -0.14061997014925384, + 0.03671347761194034, + 0.07263314626865668, + -0.06617695701492539, + 0.17085092537313418, + 0.08243026865671643, + -0.04536504626865671, + -0.03439131343283579, + -0.07884894179104476, + -0.029331820895522515, + 0.15947211940298509, + -0.0511598059701492 + ] + ], + "std": [ + [ + 0.9010573312665855, + 1.0408232590435458, + 1.0531172362720425, + 0.9118585344964205, + 0.9359858544688878, + 1.1423287841859981, + 0.9966276802719692, + 1.0086415816105951, + 0.9850040267731803, + 0.9462659856917733, + 0.9421179375671704, + 1.0971195664680449, + 0.9795524388118361 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 2, + "depth": 4, + "padding": 26, + "parameters": 1825, + "cert_evals": { + "36": 0.7116564512252808, + "72": 0.6257668733596802, + "108": 0.48466256260871887, + "255": 0.07975459843873978 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-image/fold_0/result.json b/UCI_N4/ortho/runs/statlog-image/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e2367fd58a331d9f376f405663e9ad6448afd787 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-image/fold_0/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 49, + "best_val_acc": 0.9226519337016574, + "test_acc": 0.87527352297593, + "train_size": 577, + "val_size": 362, + "test_size": 1371, + "stats": { + "mean": [ + [ + 0.05277729462738304, + -0.026856590034661988, + -0.04045374350086678, + 0.035925407279029424, + 0.012791040953206106, + -0.02749923800693239, + 0.026879459393414143, + 0.003427681455805914, + -0.003979492894280729, + -0.0036277449220103795, + -0.004736499878682832, + -0.003368361143847496, + 0.0064276489428076265, + -0.008315490103986137, + 0.007643567209705356, + -0.0043468179896013785, + 0.0004630635528596608, + -0.0013222841941074428 + ] + ], + "std": [ + [ + 1.0182285353798557, + 0.9851787517694358, + 0.9390514410011299, + 1.0719805534061642, + 1.0253303532403122, + 0.7168098920649388, + 1.0463467417069485, + 1.0739156275157598, + 0.9846461541428279, + 0.986758186324584, + 0.9813280135807977, + 0.9874022073254759, + 0.9931538939642666, + 0.9774222979865599, + 0.9945730722498334, + 0.98084516278497, + 0.9787696627538863, + 1.0056912001088976 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 7, + "depth": 4, + "padding": 36, + "parameters": 3610, + "cert_evals": { + "36": 0.8351568579673767, + "72": 0.7892049551010132, + "108": 0.7330415844917297, + "255": 0.3770970106124878 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-image/fold_1/result.json b/UCI_N4/ortho/runs/statlog-image/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f3f4b7f55c0a0ec3d43e3798d10610f5cbab3fd1 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-image/fold_1/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 56, + "best_val_acc": 0.8829113924050633, + "test_acc": 0.8821453775582216, + "train_size": 577, + "val_size": 316, + "test_size": 1417, + "stats": { + "mean": [ + [ + -0.00805977642980937, + -0.018866870935875215, + 0.031481733102252704, + -0.043535077989602024, + 0.004621514436741676, + 0.01480505808492205, + -0.014060085823223602, + -0.02213133720970536, + 0.002966329462738305, + 0.0030170756499133438, + 0.002753383032928949, + 0.0031395960138648014, + -0.0019510392547660267, + 0.0010119288561525432, + 0.0002420222010398325, + 0.0026207177123050403, + -0.00027903677296360597, + -0.004136256395147322 + ] + ], + "std": [ + [ + 0.9953843774509928, + 1.0074852374270842, + 1.0783606982862584, + 0.9028473634226395, + 1.0693480635548707, + 1.0940228399134122, + 0.8711465724120171, + 0.502597420466186, + 1.006613669140276, + 1.0050554458942274, + 1.0062103872564798, + 1.0073657656318686, + 0.9940821219426057, + 0.9803990682446567, + 0.9797804248563735, + 1.0060668347936674, + 0.9852523228665813, + 0.9927198570183016 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 7, + "depth": 4, + "padding": 36, + "parameters": 3610, + "cert_evals": { + "36": 0.8383910059928894, + "72": 0.7868736982345581, + "108": 0.7282992601394653, + "255": 0.3436838388442993 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-image/fold_2/result.json b/UCI_N4/ortho/runs/statlog-image/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..cca0a9274028ef5ede6c8c8f7971f2243000a544 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-image/fold_2/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 40, + "best_val_acc": 0.8726790450928382, + "test_acc": 0.8709439528023599, + "train_size": 577, + "val_size": 377, + "test_size": 1356, + "stats": { + "mean": [ + [ + 0.05914366984402079, + 0.022316960745233937, + 0.06025597920277344, + 0.004141213171577218, + 0.06498358975736578, + -0.007717641698440197, + 0.003916004280762564, + -0.024700628942807636, + -0.011757545424610043, + -0.012553493500866587, + -0.011469935798960128, + -0.011205641403812857, + 0.0023379489774696394, + -0.007725091837088372, + 0.010744232443674168, + -0.011220052305025987, + -0.013785179953206241, + 0.003924050017330997 + ] + ], + "std": [ + [ + 1.024154455792897, + 0.9811663585132518, + 1.0550539991337744, + 1.0439910345858283, + 1.1416502363087357, + 0.8904529955722684, + 1.0841860242487946, + 0.7205096411504827, + 0.9892628189620303, + 0.9876451169861917, + 0.9910594913771583, + 0.9889085818803738, + 1.0052016942584325, + 1.0015543969928375, + 1.001939370908761, + 0.9907018248984832, + 0.9753060190971025, + 0.9976064937693578 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 7, + "depth": 4, + "padding": 36, + "parameters": 3610, + "cert_evals": { + "36": 0.8289085626602173, + "72": 0.7853982448577881, + "108": 0.719763994216919, + "255": 0.382005900144577 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-image/fold_3/result.json b/UCI_N4/ortho/runs/statlog-image/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..70a9d564f8886dd637d664d621fe00cade4119e5 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-image/fold_3/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 30, + "best_val_acc": 0.8869047619047619, + "test_acc": 0.8654259126700071, + "train_size": 577, + "val_size": 336, + "test_size": 1397, + "stats": { + "mean": [ + [ + -0.004805442807625656, + 0.03371339715771235, + 0.02189034662045027, + 0.035925407279029334, + 0.0042291054419410475, + 0.03768918716984402, + 0.012717266897746975, + 0.03924694882149047, + 0.00528661488734836, + 0.005418960658578841, + 0.0062262528249566835, + 0.0039763388388214865, + -0.003098130467937617, + 0.010604977712305036, + -0.01486111181975736, + 0.007219200675909865, + 0.014029051389948003, + 0.01013749448873485 + ] + ], + "std": [ + [ + 1.008276364629133, + 1.010568100241832, + 1.0315325534295983, + 1.1379229784648968, + 0.9804535280460098, + 1.2556130480825498, + 1.057279793514591, + 1.3153187531590647, + 1.004023150383831, + 1.004919767936061, + 1.0036256590527597, + 1.0041255432995537, + 1.0046162783500956, + 1.0114881398893187, + 1.0145020055917877, + 1.0028701935817135, + 1.0098377455026906, + 0.990416131086278 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 7, + "depth": 4, + "padding": 36, + "parameters": 3610, + "cert_evals": { + "36": 0.816750168800354, + "72": 0.7501789331436157, + "108": 0.6850393414497375, + "255": 0.3543306887149811 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-landsat/fold_0/result.json b/UCI_N4/ortho/runs/statlog-landsat/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1876a26580bcf46e7fc3b48c75849d22fb10a83e --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-landsat/fold_0/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 37, + "best_val_acc": 0.8614190687361419, + "test_acc": 0.8570619869799038, + "train_size": 2000, + "val_size": 902, + "test_size": 3533, + "stats": { + "mean": [ + [ + -6.934999915808593e-08, + 2.3328000050659715e-07, + -1.1755000014720962e-07, + 4.1650000113531425e-08, + 2.974999921856458e-08, + 4.0644999990996356e-07, + -1.644000001917445e-07, + -1.413499999420309e-07, + -8.425000072870282e-08, + -1.3005000039911785e-07, + 2.7175000002155337e-07, + 1.0295000034876712e-07, + 1.0184999964849006e-07, + 6.443749997200598e-07, + -1.6854999985216335e-07, + 3.127500005414563e-07, + 1.409999956569763e-08, + 1.658500001333052e-07, + -1.2499999977327868e-07, + -5.844999979326415e-08, + 2.847999998976669e-07, + 3.69650000320354e-07, + -2.5099999955369155e-08, + -7.789999963525585e-08, + 2.7900000419078807e-08, + 1.6560000010702563e-07, + -6.818499998652027e-07, + 5.085000043508758e-08, + -2.546000000173132e-07, + 1.6649999925254233e-08, + -5.505499998159635e-07, + -2.0430000036758546e-07, + 6.48000004858651e-08, + 1.6479999976863612e-07, + 1.1045000017417816e-07, + -5.730000016734849e-08 + ] + ], + "std": [ + [ + 0.9997504252780416, + 0.9997504353750883, + 0.9997503864088414, + 0.9997498292458762, + 0.999750452450114, + 0.9997515833752775, + 0.9997498884010328, + 0.9997500268501014, + 0.9997502639520248, + 0.9997509350029689, + 0.9997501055034534, + 0.9997499174689204, + 0.9997496455953512, + 0.9997496576620629, + 0.999749738590197, + 0.9997497575751876, + 0.9997501294203239, + 0.9997495457673908, + 0.999749811725968, + 0.9997499464044513, + 0.9997498084183996, + 0.9997501411837695, + 0.9997498091480883, + 0.9997501130822933, + 0.9997499551918837, + 0.9997500274473032, + 0.999750691794593, + 0.9997498389478997, + 0.9997497286241793, + 0.9997505072133269, + 0.9997503342441044, + 0.9997498754279657, + 0.9997500420188261, + 0.9997503240021074, + 0.9997501539041043, + 0.9997498636945846 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 6, + "depth": 4, + "padding": 72, + "parameters": 13617, + "cert_evals": { + "36": 0.8279083371162415, + "72": 0.7984715700149536, + "108": 0.7602604031562805, + "255": 0.5202377438545227 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-landsat/fold_1/result.json b/UCI_N4/ortho/runs/statlog-landsat/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e8823b5b7ddded75ea5f7bb7e2ae8813c1858730 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-landsat/fold_1/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 34, + "best_val_acc": 0.866304347826087, + "test_acc": 0.8614509246088193, + "train_size": 2000, + "val_size": 920, + "test_size": 3515, + "stats": { + "mean": [ + [ + -6.934999915808593e-08, + 2.3328000050659715e-07, + -1.1755000014720962e-07, + 4.1650000113531425e-08, + 2.974999921856458e-08, + 4.0644999990996356e-07, + -1.644000001917445e-07, + -1.413499999420309e-07, + -8.425000072870282e-08, + -1.3005000039911785e-07, + 2.7175000002155337e-07, + 1.0295000034876712e-07, + 1.0184999964849006e-07, + 6.443749997200598e-07, + -1.6854999985216335e-07, + 3.127500005414563e-07, + 1.409999956569763e-08, + 1.658500001333052e-07, + -1.2499999977327868e-07, + -5.844999979326415e-08, + 2.847999998976669e-07, + 3.69650000320354e-07, + -2.5099999955369155e-08, + -7.789999963525585e-08, + 2.7900000419078807e-08, + 1.6560000010702563e-07, + -6.818499998652027e-07, + 5.085000043508758e-08, + -2.546000000173132e-07, + 1.6649999925254233e-08, + -5.505499998159635e-07, + -2.0430000036758546e-07, + 6.48000004858651e-08, + 1.6479999976863612e-07, + 1.1045000017417816e-07, + -5.730000016734849e-08 + ] + ], + "std": [ + [ + 0.9997504252780416, + 0.9997504353750883, + 0.9997503864088414, + 0.9997498292458762, + 0.999750452450114, + 0.9997515833752775, + 0.9997498884010328, + 0.9997500268501014, + 0.9997502639520248, + 0.9997509350029689, + 0.9997501055034534, + 0.9997499174689204, + 0.9997496455953512, + 0.9997496576620629, + 0.999749738590197, + 0.9997497575751876, + 0.9997501294203239, + 0.9997495457673908, + 0.999749811725968, + 0.9997499464044513, + 0.9997498084183996, + 0.9997501411837695, + 0.9997498091480883, + 0.9997501130822933, + 0.9997499551918837, + 0.9997500274473032, + 0.999750691794593, + 0.9997498389478997, + 0.9997497286241793, + 0.9997505072133269, + 0.9997503342441044, + 0.9997498754279657, + 0.9997500420188261, + 0.9997503240021074, + 0.9997501539041043, + 0.9997498636945846 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 6, + "depth": 4, + "padding": 72, + "parameters": 13617, + "cert_evals": { + "36": 0.8355619311332703, + "72": 0.7982930541038513, + "108": 0.7652916312217712, + "255": 0.5433855056762695 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-landsat/fold_2/result.json b/UCI_N4/ortho/runs/statlog-landsat/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..05dcbf8eaf8053417a4c0710ec84a1760d7fc146 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-landsat/fold_2/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 31, + "best_val_acc": 0.8672470076169749, + "test_acc": 0.8549488054607508, + "train_size": 2000, + "val_size": 919, + "test_size": 3516, + "stats": { + "mean": [ + [ + -6.934999915808593e-08, + 2.3328000050659715e-07, + -1.1755000014720962e-07, + 4.1650000113531425e-08, + 2.974999921856458e-08, + 4.0644999990996356e-07, + -1.644000001917445e-07, + -1.413499999420309e-07, + -8.425000072870282e-08, + -1.3005000039911785e-07, + 2.7175000002155337e-07, + 1.0295000034876712e-07, + 1.0184999964849006e-07, + 6.443749997200598e-07, + -1.6854999985216335e-07, + 3.127500005414563e-07, + 1.409999956569763e-08, + 1.658500001333052e-07, + -1.2499999977327868e-07, + -5.844999979326415e-08, + 2.847999998976669e-07, + 3.69650000320354e-07, + -2.5099999955369155e-08, + -7.789999963525585e-08, + 2.7900000419078807e-08, + 1.6560000010702563e-07, + -6.818499998652027e-07, + 5.085000043508758e-08, + -2.546000000173132e-07, + 1.6649999925254233e-08, + -5.505499998159635e-07, + -2.0430000036758546e-07, + 6.48000004858651e-08, + 1.6479999976863612e-07, + 1.1045000017417816e-07, + -5.730000016734849e-08 + ] + ], + "std": [ + [ + 0.9997504252780416, + 0.9997504353750883, + 0.9997503864088414, + 0.9997498292458762, + 0.999750452450114, + 0.9997515833752775, + 0.9997498884010328, + 0.9997500268501014, + 0.9997502639520248, + 0.9997509350029689, + 0.9997501055034534, + 0.9997499174689204, + 0.9997496455953512, + 0.9997496576620629, + 0.999749738590197, + 0.9997497575751876, + 0.9997501294203239, + 0.9997495457673908, + 0.999749811725968, + 0.9997499464044513, + 0.9997498084183996, + 0.9997501411837695, + 0.9997498091480883, + 0.9997501130822933, + 0.9997499551918837, + 0.9997500274473032, + 0.999750691794593, + 0.9997498389478997, + 0.9997497286241793, + 0.9997505072133269, + 0.9997503342441044, + 0.9997498754279657, + 0.9997500420188261, + 0.9997503240021074, + 0.9997501539041043, + 0.9997498636945846 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 6, + "depth": 4, + "padding": 72, + "parameters": 13617, + "cert_evals": { + "36": 0.8259385228157043, + "72": 0.7972127199172974, + "108": 0.7610921263694763, + "255": 0.5162115693092346 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-landsat/fold_3/result.json b/UCI_N4/ortho/runs/statlog-landsat/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bdf566f33e4b999c85b4c27012e97214f888f06f --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-landsat/fold_3/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 14, + "best_val_acc": 0.8396017699115044, + "test_acc": 0.8646275842537525, + "train_size": 2000, + "val_size": 904, + "test_size": 3531, + "stats": { + "mean": [ + [ + -6.934999915808593e-08, + 2.3328000050659715e-07, + -1.1755000014720962e-07, + 4.1650000113531425e-08, + 2.974999921856458e-08, + 4.0644999990996356e-07, + -1.644000001917445e-07, + -1.413499999420309e-07, + -8.425000072870282e-08, + -1.3005000039911785e-07, + 2.7175000002155337e-07, + 1.0295000034876712e-07, + 1.0184999964849006e-07, + 6.443749997200598e-07, + -1.6854999985216335e-07, + 3.127500005414563e-07, + 1.409999956569763e-08, + 1.658500001333052e-07, + -1.2499999977327868e-07, + -5.844999979326415e-08, + 2.847999998976669e-07, + 3.69650000320354e-07, + -2.5099999955369155e-08, + -7.789999963525585e-08, + 2.7900000419078807e-08, + 1.6560000010702563e-07, + -6.818499998652027e-07, + 5.085000043508758e-08, + -2.546000000173132e-07, + 1.6649999925254233e-08, + -5.505499998159635e-07, + -2.0430000036758546e-07, + 6.48000004858651e-08, + 1.6479999976863612e-07, + 1.1045000017417816e-07, + -5.730000016734849e-08 + ] + ], + "std": [ + [ + 0.9997504252780416, + 0.9997504353750883, + 0.9997503864088414, + 0.9997498292458762, + 0.999750452450114, + 0.9997515833752775, + 0.9997498884010328, + 0.9997500268501014, + 0.9997502639520248, + 0.9997509350029689, + 0.9997501055034534, + 0.9997499174689204, + 0.9997496455953512, + 0.9997496576620629, + 0.999749738590197, + 0.9997497575751876, + 0.9997501294203239, + 0.9997495457673908, + 0.999749811725968, + 0.9997499464044513, + 0.9997498084183996, + 0.9997501411837695, + 0.9997498091480883, + 0.9997501130822933, + 0.9997499551918837, + 0.9997500274473032, + 0.999750691794593, + 0.9997498389478997, + 0.9997497286241793, + 0.9997505072133269, + 0.9997503342441044, + 0.9997498754279657, + 0.9997500420188261, + 0.9997503240021074, + 0.9997501539041043, + 0.9997498636945846 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 6, + "depth": 4, + "padding": 72, + "parameters": 13617, + "cert_evals": { + "36": 0.8326252698898315, + "72": 0.8020390272140503, + "108": 0.761823832988739, + "255": 0.5193995833396912 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-shuttle/fold_0/result.json b/UCI_N4/ortho/runs/statlog-shuttle/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f0e37329441ef50113beabab843a7d5c72bf1dca --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-shuttle/fold_0/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.8471620697515386, + "test_acc": 0.7168980014974371, + "train_size": 14500, + "val_size": 8774, + "test_size": 34726, + "stats": { + "mean": [ + [ + 1.2510344720706063e-08, + -4.003449266179364e-09, + -2.8330344823007095e-07, + 2.2496552349729375e-08, + 4.917241296073994e-09, + -3.906206872704791e-09, + -2.4448276142207472e-08, + 8.781379274356982e-09, + 1.222586207623664e-07 + ] + ], + "std": [ + [ + 0.9999654436530625, + 0.9999653004098481, + 0.9999654876854136, + 0.9999670453911623, + 0.9999655862280178, + 0.9999655271700041, + 0.9999659054814384, + 0.9999654302872448, + 0.9999654402261486 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 7, + "depth": 4, + "padding": 18, + "parameters": 1000, + "cert_evals": { + "36": 0.5946552753448486, + "72": 0.38291195034980774, + "108": 0.1682312935590744, + "255": 0.055750735104084015 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-shuttle/fold_1/result.json b/UCI_N4/ortho/runs/statlog-shuttle/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a7d9334285d01787e1627f20244f014d60e894ea --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-shuttle/fold_1/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 21, + "best_val_acc": 0.849202626641651, + "test_acc": 0.7601509779251973, + "train_size": 14500, + "val_size": 8528, + "test_size": 34972, + "stats": { + "mean": [ + [ + 1.2510344720706063e-08, + -4.003449266179364e-09, + -2.8330344823007095e-07, + 2.2496552349729375e-08, + 4.917241296073994e-09, + -3.906206872704791e-09, + -2.4448276142207472e-08, + 8.781379274356982e-09, + 1.222586207623664e-07 + ] + ], + "std": [ + [ + 0.9999654436530625, + 0.9999653004098481, + 0.9999654876854136, + 0.9999670453911623, + 0.9999655862280178, + 0.9999655271700041, + 0.9999659054814384, + 0.9999654302872448, + 0.9999654402261486 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 7, + "depth": 4, + "padding": 18, + "parameters": 1000, + "cert_evals": { + "36": 0.6967288255691528, + "72": 0.6344790458679199, + "108": 0.5983930230140686, + "255": 0.045007433742284775 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-shuttle/fold_2/result.json b/UCI_N4/ortho/runs/statlog-shuttle/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b6983719bbff3eb6dcc197ef72439f8e81b6a9d4 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-shuttle/fold_2/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.8693194925028835, + "test_acc": 0.7345966121159919, + "train_size": 14500, + "val_size": 8670, + "test_size": 34830, + "stats": { + "mean": [ + [ + 1.2510344720706063e-08, + -4.003449266179364e-09, + -2.8330344823007095e-07, + 2.2496552349729375e-08, + 4.917241296073994e-09, + -3.906206872704791e-09, + -2.4448276142207472e-08, + 8.781379274356982e-09, + 1.222586207623664e-07 + ] + ], + "std": [ + [ + 0.9999654436530625, + 0.9999653004098481, + 0.9999654876854136, + 0.9999670453911623, + 0.9999655862280178, + 0.9999655271700041, + 0.9999659054814384, + 0.9999654302872448, + 0.9999654402261486 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 7, + "depth": 4, + "padding": 18, + "parameters": 1000, + "cert_evals": { + "36": 0.6705426573753357, + "72": 0.5876542925834656, + "108": 0.3781222999095917, + "255": 0.03990812599658966 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-shuttle/fold_3/result.json b/UCI_N4/ortho/runs/statlog-shuttle/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ebc948a6e8cdeea480daaf091e822da4dc3a4cc1 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-shuttle/fold_3/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.9145203014284108, + "test_acc": 0.7607558727498628, + "train_size": 14500, + "val_size": 8891, + "test_size": 34609, + "stats": { + "mean": [ + [ + 1.2510344720706063e-08, + -4.003449266179364e-09, + -2.8330344823007095e-07, + 2.2496552349729375e-08, + 4.917241296073994e-09, + -3.906206872704791e-09, + -2.4448276142207472e-08, + 8.781379274356982e-09, + 1.222586207623664e-07 + ] + ], + "std": [ + [ + 0.9999654436530625, + 0.9999653004098481, + 0.9999654876854136, + 0.9999670453911623, + 0.9999655862280178, + 0.9999655271700041, + 0.9999659054814384, + 0.9999654302872448, + 0.9999654402261486 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 7, + "depth": 4, + "padding": 18, + "parameters": 1000, + "cert_evals": { + "36": 0.6835504770278931, + "72": 0.6168626546859741, + "108": 0.5159929394721985, + "255": 0.041347626596689224 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-vehicle/fold_0/result.json b/UCI_N4/ortho/runs/statlog-vehicle/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..85ff1318b589b703b15ab6cb98843905d538793d --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-vehicle/fold_0/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 42, + "best_val_acc": 0.6859504132231405, + "test_acc": 0.6964980544747081, + "train_size": 211, + "val_size": 121, + "test_size": 514, + "stats": { + "mean": [ + [ + -0.15146149526066363, + -0.10432839952606632, + -0.059711114691943054, + -0.10485173232227493, + -0.05972240473933653, + 0.023982654502369662, + -0.09937442175355453, + 0.0818855733649288, + -0.10596828436018967, + -0.11517251252132703, + -0.08347083222748818, + -0.1053934661943128, + -0.08422502947867287, + 0.06107363270142171, + -0.09882898767772512, + -0.031016796208530723, + -0.05365530142180105, + -0.07673026919431288 + ] + ], + "std": [ + [ + 0.9244006895318542, + 0.9269788321694366, + 0.9738611659537878, + 0.9392376060519674, + 0.9423236941745864, + 1.2031150582278034, + 0.9189159479510511, + 0.9554470489794712, + 0.9165422543676691, + 0.9419702932342265, + 0.899283407616931, + 0.9016819378903871, + 0.9169739004303826, + 1.0374334592683703, + 1.008232147929816, + 0.9709165003669759, + 0.9809690311814254, + 0.9851749395938914 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 4, + "depth": 4, + "padding": 36, + "parameters": 3499, + "cert_evals": { + "36": 0.6011673212051392, + "72": 0.4941634237766266, + "108": 0.3715953230857849, + "255": 0.03307392820715904 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-vehicle/fold_1/result.json b/UCI_N4/ortho/runs/statlog-vehicle/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6cb8f5ba0f7108f2b0e3708c7e393110de0aacc1 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-vehicle/fold_1/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 58, + "best_val_acc": 0.7166666666666667, + "test_acc": 0.7009708737864078, + "train_size": 211, + "val_size": 120, + "test_size": 515, + "stats": { + "mean": [ + [ + -0.05707185829383899, + 0.01703814028436017, + -0.07233211819905201, + -0.08672841545023706, + -0.057319243601895775, + 0.03840272132701431, + -0.013982209905213271, + 0.02121443985781981, + -0.007237241706161201, + 0.0049784149421801165, + -0.014029810900473958, + -0.016262295578199085, + 0.0009614558767772847, + 0.11677855781990558, + 0.0023493535545024086, + -0.010852331753554503, + -0.10286354407582957, + -0.11368303744075818 + ] + ], + "std": [ + [ + 1.0402738933856586, + 0.9838455143238437, + 1.0190627316129826, + 1.0239103894741375, + 1.1508302480807033, + 1.1683856166359436, + 1.0055121275534542, + 0.9988185856887961, + 1.0147533040348673, + 0.9815814858424408, + 0.9995251885514925, + 1.0064285465555274, + 0.9637935338431834, + 1.1030605616237845, + 0.9937126714490084, + 0.995709949800922, + 1.0375518355312294, + 1.0614716810079152 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 4, + "depth": 4, + "padding": 36, + "parameters": 3499, + "cert_evals": { + "36": 0.5922330021858215, + "72": 0.4679611623287201, + "108": 0.3281553387641907, + "255": 0.03106796182692051 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-vehicle/fold_2/result.json b/UCI_N4/ortho/runs/statlog-vehicle/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..428c3d57abcb846ae685c8f0f727a6365e2bba60 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-vehicle/fold_2/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 29, + "best_val_acc": 0.627906976744186, + "test_acc": 0.6403162055335968, + "train_size": 211, + "val_size": 129, + "test_size": 506, + "stats": { + "mean": [ + [ + -0.021963390047393307, + 0.015501836018957329, + 0.03765074758293839, + -0.033773345592417056, + -0.053714301421800954, + 0.025012608530805693, + 0.012391009146919438, + 0.0011931618483411932, + 0.003732862559241725, + -0.004163105436966835, + 0.014350785308056885, + 0.008870320853080559, + 0.03139527815165877, + 0.07120188767772496, + -0.007286610426540335, + 0.01621079620853081, + -0.11362760189573462, + -0.0754560952606636 + ] + ], + "std": [ + [ + 1.0013809830173679, + 0.9782519614775661, + 1.0067349356663802, + 0.9925585379225955, + 0.9656789538710515, + 1.079511023393183, + 1.0086208512176316, + 0.9976671958575583, + 1.0053473248040818, + 0.9749627707710302, + 1.0173842579149284, + 1.023042568770406, + 0.9834183626487213, + 1.0185730954327057, + 1.033273817278921, + 0.9965280678503624, + 0.9690108913489877, + 1.0258779208898805 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 4, + "depth": 4, + "padding": 36, + "parameters": 3499, + "cert_evals": { + "36": 0.5138339996337891, + "72": 0.4071146547794342, + "108": 0.3122529685497284, + "255": 0.04545454680919647 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/statlog-vehicle/fold_3/result.json b/UCI_N4/ortho/runs/statlog-vehicle/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0f77a06edb91bad39fcc20b94d3e89fcd3185d75 --- /dev/null +++ b/UCI_N4/ortho/runs/statlog-vehicle/fold_3/result.json @@ -0,0 +1,66 @@ +{ + "best_epoch": 67, + "best_val_acc": 0.7086614173228346, + "test_acc": 0.6909448818897638, + "train_size": 211, + "val_size": 127, + "test_size": 508, + "stats": { + "mean": [ + [ + 0.04652693270142183, + 0.020878930331753535, + 0.004595829952606676, + 0.050472680521327036, + 0.10850436966824639, + 0.11359419241706137, + 0.0035522710900474227, + -0.016401528483412357, + 0.0019045260663507124, + 0.02816009017251184, + 0.02038910379146921, + 0.003237731909952596, + 0.0162511691943128, + 0.05221142748815186, + 0.04571186824644554, + -0.08779599999999993, + -0.02366896398104278, + -0.04232626635071097 + ] + ], + "std": [ + [ + 1.0660694582459869, + 0.9954955740331093, + 1.0005918167210288, + 1.0225865249631643, + 1.1919100176742894, + 1.3676251093574603, + 0.9782612041335168, + 1.0070319475298821, + 0.9609306968438209, + 0.995608616420587, + 0.9856739612962143, + 0.9752124296736733, + 1.0143856365331891, + 1.0854963150619814, + 1.0148237536601927, + 0.9020045533947828, + 0.9646100732878, + 0.9403175219272142 + ] + ] + }, + "width": 64, + "in_features": 18, + "out_features": 4, + "depth": 4, + "padding": 36, + "parameters": 3499, + "cert_evals": { + "36": 0.6062992215156555, + "72": 0.5039370059967041, + "108": 0.3976377844810486, + "255": 0.03740157559514046 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/steel-plates/fold_0/result.json b/UCI_N4/ortho/runs/steel-plates/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..27c58d11c2c95785b4501517f525faa65069857e --- /dev/null +++ b/UCI_N4/ortho/runs/steel-plates/fold_0/result.json @@ -0,0 +1,84 @@ +{ + "best_epoch": 38, + "best_val_acc": 0.6131147540983607, + "test_acc": 0.6472632493483927, + "train_size": 485, + "val_size": 305, + "test_size": 1151, + "stats": { + "mean": [ + [ + -0.033171420824742434, + -0.03487799787628848, + -0.025752341010309272, + -0.02575685641237119, + -0.013433178123711241, + -0.013203120387628779, + -0.01932132132144322, + -0.015286709072164926, + -0.03529740762886613, + -0.06188019999999985, + 0.029282459793814393, + 0.02461150515463966, + -0.02461150515463966, + 0.02680637649484613, + 0.05348254682474227, + 0.04729742422680411, + 0.037012766989690665, + -0.005113711814433202, + -0.04244604482474207, + 0.016299261237113144, + 0.02038411958762842, + 0.024304238721649656, + 0.01957637484536068, + 0.03119099608247441, + 0.008960876804329868, + -0.0667112558564948, + 0.03806582750515489 + ] + ], + "std": [ + [ + 0.9756894853975037, + 0.9770748287077284, + 0.928969513709341, + 0.9289613756914903, + 0.7271911461061646, + 0.6249440949513447, + 0.2710442676106522, + 0.8321078924444775, + 0.9681819508369377, + 0.9379050398893956, + 1.0059681125158686, + 1.004435542438173, + 1.004435542438173, + 1.0374639889594413, + 0.9990047126903454, + 0.9783238676858398, + 0.9859445483202275, + 0.9264109604441377, + 0.9798063758731859, + 0.9885797784975004, + 0.9993680933241289, + 0.9978320614999503, + 0.9928227904046222, + 0.9831836156202347, + 0.9769683973001587, + 0.9740787014301614, + 0.9975175191485853 + ] + ] + }, + "width": 128, + "in_features": 27, + "out_features": 7, + "depth": 4, + "padding": 54, + "parameters": 7840, + "cert_evals": { + "36": 0.5794960856437683, + "72": 0.539530873298645, + "108": 0.48479583859443665, + "255": 0.2910512685775757 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/steel-plates/fold_1/result.json b/UCI_N4/ortho/runs/steel-plates/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a5a0da843d9b7568da4af8f5f077b1895507e39c --- /dev/null +++ b/UCI_N4/ortho/runs/steel-plates/fold_1/result.json @@ -0,0 +1,84 @@ +{ + "best_epoch": 20, + "best_val_acc": 0.7007042253521126, + "test_acc": 0.6100682593856656, + "train_size": 485, + "val_size": 284, + "test_size": 1172, + "stats": { + "mean": [ + [ + 0.03706820797938135, + 0.03657455558762895, + 0.014421525546391723, + 0.014414742845360836, + -0.04709934408247418, + -0.04852457241237108, + -0.033936195713195796, + -0.05171317672164952, + 0.013659632577319523, + -0.027462527628865894, + 0.006293505773195868, + 0.011990152577319948, + -0.011990152577319948, + -0.03296888268041301, + -0.009405954164948402, + -0.043928852597938134, + 0.002384727134020549, + -0.013394573402062043, + 0.027507874268041282, + 0.038990112989690746, + 0.0011484783505151038, + -0.02832227346391757, + -0.023262162268041238, + -0.03206279731958757, + -0.003237806419175221, + -0.04168354620618558, + -0.012072491587628926 + ] + ], + "std": [ + [ + 1.015411156192268, + 1.0184785548739292, + 1.121885848311569, + 1.1218788885198352, + 0.690006383533972, + 0.5810603178627508, + 0.2538653505206093, + 0.7901091189782915, + 1.0313073308807894, + 1.1253321716484355, + 0.9934036908444747, + 1.002106781592608, + 1.002106781592608, + 0.9446882153445072, + 1.006327755621702, + 1.0256643689759664, + 0.9902082423796534, + 1.0703705601717843, + 0.9814029395820514, + 0.9594928614842593, + 0.9948279945629597, + 0.9781432437014432, + 0.9737318425454382, + 0.9896265964372553, + 0.996385694776415, + 1.1531115464252937, + 0.9965705557829847 + ] + ] + }, + "width": 128, + "in_features": 27, + "out_features": 7, + "depth": 4, + "padding": 54, + "parameters": 7840, + "cert_evals": { + "36": 0.552901029586792, + "72": 0.5034129619598389, + "108": 0.4479522109031677, + "255": 0.2542662024497986 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/steel-plates/fold_2/result.json b/UCI_N4/ortho/runs/steel-plates/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..686177490243f5da9a983a5ee201fc5bada60cc9 --- /dev/null +++ b/UCI_N4/ortho/runs/steel-plates/fold_2/result.json @@ -0,0 +1,84 @@ +{ + "best_epoch": 60, + "best_val_acc": 0.6812080536912751, + "test_acc": 0.6666666666666666, + "train_size": 485, + "val_size": 298, + "test_size": 1158, + "stats": { + "mean": [ + [ + 0.01349540909278348, + 0.011743234845361083, + 0.055380051591752535, + 0.05537599281030928, + -0.002818057010309121, + -0.0043726463257731905, + -0.011363671857525773, + 0.0014854367216495697, + -0.017973084123711465, + -0.019961297319587557, + -0.006256404123711325, + 0.037232857731959154, + -0.037232857731959154, + -0.057822187216493647, + -0.04968943053608254, + 0.05299214910515458, + 0.012450677092783526, + -0.0152095140206186, + -0.021158501278350353, + -0.03180742531958788, + 0.011834936082473834, + 0.02963465686597942, + 0.02183907072164954, + 0.04186944268041253, + 0.024153798268247404, + -0.04557396327835056, + 0.03912331686597949 + ] + ], + "std": [ + [ + 1.0305115292152447, + 1.0350302276108283, + 1.0568148967701887, + 1.0568064122935077, + 0.7926988315617414, + 0.6342514589481083, + 0.28414711305629714, + 0.9056134481718624, + 0.9751665814504833, + 1.0270919456979695, + 0.9900679127467883, + 1.0066006750596284, + 1.0066006750596284, + 0.9543742160994036, + 1.0004136931230714, + 1.0094115145490878, + 1.0121553004352448, + 0.8186606474983903, + 1.0281436358716267, + 1.0235390824617858, + 1.0008479768803218, + 0.990294035931081, + 0.9940477374299497, + 1.000219892821287, + 0.9933237184970842, + 0.9852467220628263, + 0.994697835657597 + ] + ] + }, + "width": 128, + "in_features": 27, + "out_features": 7, + "depth": 4, + "padding": 54, + "parameters": 7840, + "cert_evals": { + "36": 0.606217622756958, + "72": 0.548359215259552, + "108": 0.4853195250034332, + "255": 0.303108811378479 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/steel-plates/fold_3/result.json b/UCI_N4/ortho/runs/steel-plates/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8a0f3708e8606edbb09bff253e3a6c1a1f02562f --- /dev/null +++ b/UCI_N4/ortho/runs/steel-plates/fold_3/result.json @@ -0,0 +1,84 @@ +{ + "best_epoch": 41, + "best_val_acc": 0.647887323943662, + "test_acc": 0.6561433447098977, + "train_size": 485, + "val_size": 284, + "test_size": 1172, + "stats": { + "mean": [ + [ + 0.023743463731958805, + 0.016176765814433166, + 0.0014892443092783534, + 0.0014844411752577274, + -0.009514525814432954, + -0.020205760659793785, + -0.01871218610680407, + -0.005845208247422769, + 0.01885683030927834, + -0.00661354618556694, + 0.013281478350515526, + 0.0035759175257736252, + -0.0035759175257736252, + 0.001803373195877225, + -0.050778439121649456, + -0.007776909546391795, + 0.04831092711340207, + -0.05191724047422686, + -0.019034719298968952, + 0.018150954639175196, + 0.009697649484535607, + -0.007318674041237245, + -0.01604848907216485, + -0.0013126113402060792, + 0.01597799027505155, + 0.03087437377319595, + 0.008060444742267966 + ] + ], + "std": [ + [ + 1.035245883833329, + 1.0366480375890377, + 1.0283716528913942, + 1.0283643226814112, + 0.804966635241197, + 0.6387301143243845, + 0.2927267776520207, + 0.9211566457266325, + 1.0248177126554818, + 0.9991241777878153, + 0.9956957155110975, + 1.0004628088385008, + 1.0004628088385008, + 0.9913012556247199, + 0.9711702662146896, + 0.9776882812482338, + 0.9942196574638761, + 0.7385409188908473, + 1.0098201632818302, + 0.9666923500151875, + 0.9978814369963841, + 1.002103883727627, + 0.9660799436198654, + 1.0007299152954314, + 0.9729135128718771, + 1.03912258961276, + 1.0093273706219772 + ] + ] + }, + "width": 128, + "in_features": 27, + "out_features": 7, + "depth": 4, + "padding": 54, + "parameters": 7840, + "cert_evals": { + "36": 0.5989760756492615, + "72": 0.5537542700767517, + "108": 0.5025597214698792, + "255": 0.28498291969299316 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/synthetic-control/fold_0/result.json b/UCI_N4/ortho/runs/synthetic-control/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9ad08b62343e2244394cf14b11bb5d12b1066f59 --- /dev/null +++ b/UCI_N4/ortho/runs/synthetic-control/fold_0/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.9634146341463414, + "test_acc": 0.9565217391304348, + "train_size": 150, + "val_size": 82, + "test_size": 368, + "stats": { + "mean": [ + [ + 0.03924785799999999, + 0.09383712196000003, + 0.07046625366666667, + 0.0014863559999998659, + -0.05929098933333334, + -0.038894416533333365, + -0.06979297906666665, + 0.14184743933333332, + -0.017701836666666713, + 0.031171698399999972, + -0.021065953866666622, + 0.0012081412666666543, + -0.04361972219999998, + 0.0025437976666666416, + 0.07672977846666663, + 0.020924183333333297, + -0.0169760114666666, + 0.002974836000000029, + 0.003983265866666657, + -0.024021968200000025, + -0.03956240413333334, + -0.1248241973333334, + -0.05730380093333336, + -0.05808679486666668, + -0.028370202666666712, + -0.09732389666666662, + -0.05763924799999995, + -0.13051837340000005, + -0.05395017553333331, + -0.03267161173333333, + -0.023729760666666683, + -0.07524714946666669, + -0.06614863693333331, + -0.019300918133333376, + -0.030039852199999936, + 0.011592385653333353, + 0.031318077333333326, + 0.01763483633333328, + -0.0250934726666667, + -0.004898507333333266, + 0.004217182600000006, + -0.0246385992666667, + -0.030988849866666696, + -0.04759142453333339, + -0.01953947740000004, + -0.01564450933333335, + -0.015787699133333277, + 0.002320799400000045, + 0.024963803466666677, + -0.007529426400000029, + 0.04093678893333338, + 0.015736563599999965, + -0.03746829866666665, + 0.014098554666666692, + -0.011547875333333272, + -0.02319905666666666, + -0.03142149800000005, + -0.016265246000000014, + 0.007930060666666574, + -0.023128325933333405 + ] + ], + "std": [ + [ + 0.9961076807315135, + 0.9206509112843125, + 1.0540224386437416, + 1.0522148944257685, + 0.9493400263469906, + 1.0413681468006608, + 1.0206521762883793, + 1.0022196701786035, + 0.9563400774380424, + 0.9609145334914101, + 1.0024994267345215, + 0.9932555095692103, + 0.9717731403065037, + 0.98032175468797, + 0.9982624484839073, + 0.9382038270345618, + 0.9768753390482254, + 0.9916308705368667, + 1.006723658496416, + 1.0297445317020146, + 1.032876694551145, + 0.972144505822908, + 0.9798593024092027, + 0.9843687966126489, + 1.011735889322179, + 1.0429049244153183, + 1.0346506734246277, + 1.0538601962572212, + 0.9988680991418135, + 1.0180957806321926, + 0.9596516599467743, + 0.9834125851120433, + 1.0264509047524573, + 1.041847740419822, + 0.9781778184682978, + 1.0266071515222082, + 1.0054089356966365, + 0.9672870323425345, + 1.0086182531503245, + 0.9476236198433843, + 0.9903141136237383, + 0.9773410750044438, + 0.9739559384791738, + 1.0166341319600727, + 1.0066772526142282, + 0.9830356367906539, + 0.9703713876993874, + 1.0032669206080842, + 0.9780136276281223, + 0.9963547072355085, + 0.9891349444554035, + 0.9865762284560603, + 0.975071666163836, + 0.9738556836226393, + 0.9427521925477134, + 0.9585723823680283, + 1.023473462894158, + 0.974178234052611, + 0.9584708977350718, + 0.9781662302529668 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 6, + "depth": 4, + "padding": 120, + "parameters": 37089, + "cert_evals": { + "36": 0.9103261232376099, + "72": 0.8614130616188049, + "108": 0.7961956858634949, + "255": 0.47826087474823 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/synthetic-control/fold_1/result.json b/UCI_N4/ortho/runs/synthetic-control/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f9a081f751e78097dbee0fa28dcc2a86f79e94aa --- /dev/null +++ b/UCI_N4/ortho/runs/synthetic-control/fold_1/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 13, + "best_val_acc": 0.9879518072289156, + "test_acc": 0.9591280653950953, + "train_size": 150, + "val_size": 83, + "test_size": 367, + "stats": { + "mean": [ + [ + 0.07431676333333329, + 0.055703143333333274, + 0.059986597200000005, + 0.05962913333333327, + 0.01711391199999998, + -0.09842530133333331, + -0.037238006933333324, + 0.04494911246666669, + 0.03584688633333339, + -0.03672074413333339, + 0.1400467430666667, + -0.0017188513300000175, + 0.09355356086666661, + 0.08375834533333343, + 0.10196642733333329, + -0.002735159333333399, + -0.04132526846666665, + 0.002115888533333303, + -0.04545685346666663, + -0.026682441333333327, + 0.0202955157, + 0.05891559266666658, + 0.09727385853333322, + 0.0824819633333333, + -0.003187957799999993, + 0.019345319200000027, + 0.015127944066666616, + -0.01814940193333335, + 0.028838950733333313, + -0.037662185733333346, + -0.03617591013333335, + 0.015016469333333294, + 0.03429976273333337, + 0.0064533666666667005, + -0.029528327399999967, + -0.020207610346666682, + -0.015195800666666651, + -0.03826542699999998, + -0.0280714353333333, + -0.03387643922666661, + -0.006132136866666568, + -0.06652122866666664, + -0.012367441333333272, + 0.04345637599999996, + 0.04305291933333331, + 0.025584800666666543, + 0.017196319133333353, + -0.01777196502666665, + -0.07746244253333334, + -0.044407173933333335, + -0.055261454599999996, + -0.052746810399999934, + -0.0045274859999999695, + -0.025930303333333373, + 0.035556554666666684, + 0.009908130666666676, + 0.016988207333333238, + -0.00977137813333338, + -0.020683775666666668, + 0.012211349666666682 + ] + ], + "std": [ + [ + 0.9843088538516878, + 1.0385221048037923, + 1.0362809707291913, + 1.070636491980348, + 1.036981973032216, + 1.0535025500445936, + 1.0486711166621683, + 1.0486450651360273, + 1.0014223592087255, + 0.9374084409356886, + 0.9860590509896011, + 0.9753368966519272, + 1.0333021459864373, + 0.9876115794841844, + 1.02068622354422, + 1.0112690289204789, + 1.0116637203824093, + 1.033925288406938, + 1.0512195357703547, + 1.018333809220628, + 0.985055866337006, + 0.943091921098071, + 0.9490130762941131, + 0.99910695778916, + 1.0356025959908477, + 1.0026236047334451, + 1.0141313027658527, + 0.9956117641629766, + 1.0018305711459572, + 1.0053268814426604, + 1.0314502672967765, + 1.038459737162511, + 0.937751592640825, + 0.9861261142353305, + 0.9749386073698773, + 0.9772874202358274, + 0.9591957253028498, + 0.9926707359223034, + 0.9729932139063138, + 0.9920544640877638, + 0.9836353401854067, + 0.99810857871081, + 1.0023120691127656, + 0.9517953446574153, + 1.0036265983538577, + 1.0142510395016522, + 0.9769674154680212, + 1.0141447148508704, + 1.0111479341233067, + 0.9771982566562517, + 0.9980648743000833, + 0.9633210674621704, + 0.9823793488227291, + 0.9870075135806297, + 0.983054034466811, + 0.990652388626008, + 1.0024265300075932, + 0.9594171079813323, + 0.9682468460883036, + 0.9900597520223805 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 6, + "depth": 4, + "padding": 120, + "parameters": 37089, + "cert_evals": { + "36": 0.9073569178581238, + "72": 0.8419618606567383, + "108": 0.7602179646492004, + "255": 0.46321526169776917 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/synthetic-control/fold_2/result.json b/UCI_N4/ortho/runs/synthetic-control/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c2c1fdd49295e5d3cca4368562a79e697678704e --- /dev/null +++ b/UCI_N4/ortho/runs/synthetic-control/fold_2/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 18, + "best_val_acc": 0.9787234042553191, + "test_acc": 0.9578651685393258, + "train_size": 150, + "val_size": 94, + "test_size": 356, + "stats": { + "mean": [ + [ + -0.114856322, + -0.06579790133333327, + 0.03355098266666663, + -0.03648713526666665, + -0.0011477239999999878, + 0.13642399413333328, + -0.07596104666666668, + -0.0056418873333333374, + 0.09558374166666667, + 0.02089898246666667, + 0.03188003920000004, + 0.007430201999999999, + -0.0038350263999999894, + -0.01883838019999997, + 0.0748425113333334, + 0.00488779438666673, + 0.018437261666666697, + 0.030671767333333304, + 0.022914690999999977, + 0.01594029433333337, + -0.048436106666666714, + -0.0024884444666667177, + 0.04168678213333334, + 0.041644789333333244, + 0.042822868333333354, + 0.06534793200000001, + -0.010656098666666605, + -0.006021577466666684, + 0.04735826933333332, + 0.025442156333333393, + 0.017160075866666614, + -0.04544196133333331, + -0.013476259999999967, + 0.033218761599999966, + -0.005814218000000064, + -0.02626612546666666, + 0.0554423356666666, + -0.005378560400000007, + 0.004365360799999973, + 0.01993973579999998, + -0.013822085533333268, + -0.0276612758666667, + -0.005520540333333351, + 0.027592530666666643, + -0.0016518936666666988, + -0.02964797600000004, + -0.016894890799999965, + -0.018347165760000048, + 0.02878474666666673, + 0.009005892399999991, + 0.0005037746666666054, + -0.010252967199999949, + 0.009452513999999928, + -0.0006035673333334005, + -0.023115470666666638, + 0.0008124299999999337, + -0.010064331333333435, + 0.02198669420666669, + 0.005671073333333329, + 0.009682615733333344 + ] + ], + "std": [ + [ + 1.0560741237905633, + 1.0909763937676147, + 0.9591104934810897, + 1.0027353336789389, + 1.0137393600188147, + 0.9974355725372859, + 0.9334185111764193, + 1.0358338960107323, + 0.9936794808583214, + 1.0639561849283727, + 1.0322757313313562, + 1.0330482466022683, + 1.0135503676371944, + 1.0679076791635504, + 0.9641245690753236, + 1.0282675239598804, + 1.0002353813184108, + 0.9684654582597145, + 1.0331226003460752, + 1.0536462803122515, + 0.9988253263652744, + 1.0354371216022098, + 0.9964647889804219, + 1.017635225822453, + 1.0005114917749387, + 1.021355655521812, + 0.9645306146203501, + 1.0113815411448928, + 0.9806016929287075, + 1.0144519155296894, + 1.0265802362924008, + 1.02000197200153, + 1.07766142678815, + 1.0468290903972308, + 1.0314178108001988, + 1.000469001033564, + 1.0450722590473078, + 1.0325221094946504, + 1.048894956227836, + 0.9833702833504419, + 1.0153917705572146, + 1.012455383336184, + 1.0589782810850652, + 1.0157128503216464, + 1.0196629247844613, + 1.0470501606989209, + 1.0194159827106324, + 1.0071984093717992, + 1.0321411977245474, + 1.043438003333306, + 1.0407295108896613, + 1.027173255849118, + 1.0179448117519239, + 1.0453526291643118, + 1.0174480325437838, + 1.0318194380088317, + 1.0133347569254487, + 1.0231404714757075, + 1.030328051006465, + 1.0096253910405713 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 6, + "depth": 4, + "padding": 120, + "parameters": 37089, + "cert_evals": { + "36": 0.9297752976417542, + "72": 0.8876404762268066, + "108": 0.8089887499809265, + "255": 0.47752809524536133 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/synthetic-control/fold_3/result.json b/UCI_N4/ortho/runs/synthetic-control/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..70144a85cb149cea703bf509394e5d8e968a6626 --- /dev/null +++ b/UCI_N4/ortho/runs/synthetic-control/fold_3/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.9887640449438202, + "test_acc": 0.9362880886426593, + "train_size": 150, + "val_size": 89, + "test_size": 361, + "stats": { + "mean": [ + [ + 0.1277572366666666, + 0.04134771529333352, + 0.021863094333333402, + 0.014401853333333483, + -0.002803757326666718, + 0.06694332266666667, + 0.07448979026666658, + 0.06807802960000005, + 0.019724051666666666, + 0.06465353440000006, + -0.0428330099999999, + -0.07357414919666662, + -0.04223157999999999, + -0.12545532820000008, + -0.04292649966666659, + -0.10589588954666669, + -0.04041633779999999, + 0.05218024986666674, + 0.05426686220000013, + 0.0227305805333333, + 0.10614008046666681, + 0.04376943119999995, + -0.013266023600000024, + -0.07076259793333334, + -0.074043531, + -0.08001001866666667, + -0.07797701933333334, + -0.09792546133333335, + -0.061854662000000005, + -0.024533988199999985, + 0.03629900386666665, + 0.0058454133399999395, + 0.007318489999999978, + 0.03803268466666662, + 0.044273164599999956, + 0.0013259573333333503, + -0.002469843333333337, + -0.029172804800000018, + -0.05582708400000001, + -0.05666843433333332, + -0.048033903333333315, + -0.06985443860000005, + -0.0578782198666667, + -0.05657032866666666, + -0.026883787333333433, + -0.00934031266666669, + 0.011623247533333353, + 0.035373553640000055, + 0.013784810000000043, + 0.005969853333333333, + 0.02904661893333334, + 0.02376045733333324, + -0.02384677466666665, + -0.05474407806666669, + -0.06623972000000003, + -0.06898137600000002, + -0.07447672184000008, + -0.08693477600000002, + -0.05651159700000001, + -0.03601778493333341 + ] + ], + "std": [ + [ + 0.9996137529479245, + 1.0036117435912413, + 1.0522681023859373, + 1.1119684771253828, + 1.0298920232178084, + 1.070456358378364, + 1.0922136476449562, + 0.9445072794294876, + 0.9503254307664003, + 0.9324621895873916, + 0.9965913991681153, + 1.1062786611692523, + 1.1218688680681206, + 1.0020156097641995, + 1.0418972253640428, + 0.9838023238329702, + 0.9853089091257823, + 1.0414927333939905, + 1.0350491750495694, + 1.0308468611443276, + 1.0024128778412678, + 0.9938024611079457, + 0.9539537713906278, + 0.9088792441254281, + 0.9267414020449568, + 1.0592924551372531, + 1.035601875159454, + 1.0348290235762594, + 1.0072879218281139, + 1.0455750589807704, + 0.9984184008706671, + 0.966055737300902, + 0.9991473365977808, + 1.0374974178986145, + 0.9976106602571032, + 0.9683911885436237, + 0.9999529450897607, + 0.9934502585034328, + 1.0060525583431303, + 0.9969439583936579, + 1.0032737317903146, + 1.006882715938048, + 0.9888037727439014, + 0.997171098741018, + 1.0163770279221114, + 0.9925585952400967, + 1.0393735568577307, + 1.0254123445542493, + 1.0212979411217074, + 1.0292884216225284, + 0.9986396756965731, + 0.9791900111960249, + 1.0282697752335705, + 1.0042624464425858, + 1.014742625093536, + 1.0220728519074882, + 0.9823536621313895, + 1.0001527437069238, + 1.0095902426275776, + 1.0166981511490805 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 6, + "depth": 4, + "padding": 120, + "parameters": 37089, + "cert_evals": { + "36": 0.8947368264198303, + "72": 0.8088642358779907, + "108": 0.7285318374633789, + "255": 0.4709141254425049 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/teaching/fold_0/result.json b/UCI_N4/ortho/runs/teaching/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a0d8e458456b643cd3bceecce36b2e423757b99e --- /dev/null +++ b/UCI_N4/ortho/runs/teaching/fold_0/result.json @@ -0,0 +1,40 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.4090909090909091, + "test_acc": 0.38461538461538464, + "train_size": 38, + "val_size": 22, + "test_size": 91, + "stats": { + "mean": [ + [ + -0.11332560526315784, + -0.17121901315789478, + 0.029873731578947377, + -0.30744157894736857, + -0.12647241315789476 + ] + ], + "std": [ + [ + 1.0757021171452221, + 0.9379212090884154, + 0.9728178435489211, + 1.2214091484203293, + 1.0035868928906388 + ] + ] + }, + "width": 32, + "in_features": 5, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 316, + "cert_evals": { + "36": 0.2747252881526947, + "72": 0.17582418024539948, + "108": 0.1318681389093399, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/teaching/fold_1/result.json b/UCI_N4/ortho/runs/teaching/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e92325ba7e425e24721034e6208cd6130fef558c --- /dev/null +++ b/UCI_N4/ortho/runs/teaching/fold_1/result.json @@ -0,0 +1,40 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.3125, + "test_acc": 0.31958762886597936, + "train_size": 38, + "val_size": 16, + "test_size": 97, + "stats": { + "mean": [ + [ + 0.08642726315789476, + 0.17190744736842098, + 0.21345746842105265, + 0.20351052631578942, + 0.02251846578947367 + ] + ], + "std": [ + [ + 0.9226189788343568, + 0.9529276096944189, + 1.0986997290584972, + 0.7479572951992832, + 0.9794960526322802 + ] + ] + }, + "width": 32, + "in_features": 5, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 316, + "cert_evals": { + "36": 0.1855670064687729, + "72": 0.04123711213469505, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/teaching/fold_2/result.json b/UCI_N4/ortho/runs/teaching/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..cf2aecdaa7dcd716b509b9f4dedd54f9170e421d --- /dev/null +++ b/UCI_N4/ortho/runs/teaching/fold_2/result.json @@ -0,0 +1,40 @@ +{ + "best_epoch": 29, + "best_val_acc": 0.2916666666666667, + "test_acc": 0.3707865168539326, + "train_size": 38, + "val_size": 24, + "test_size": 89, + "stats": { + "mean": [ + [ + -0.11332560526315784, + 0.02154873684210526, + -0.18742893684210518, + -0.08846210526315801, + -0.16320968421052634 + ] + ], + "std": [ + [ + 1.0757021171452221, + 0.983440529661239, + 0.8586823726924572, + 1.0752563594695814, + 0.9991610142309885 + ] + ] + }, + "width": 32, + "in_features": 5, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 316, + "cert_evals": { + "36": 0.1910112351179123, + "72": 0.14606741070747375, + "108": 0.08988764137029648, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/teaching/fold_3/result.json b/UCI_N4/ortho/runs/teaching/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..91409edc4f6b0ad36860e1b70647d17667556a07 --- /dev/null +++ b/UCI_N4/ortho/runs/teaching/fold_3/result.json @@ -0,0 +1,40 @@ +{ + "best_epoch": 27, + "best_val_acc": 0.2777777777777778, + "test_acc": 0.3263157894736842, + "train_size": 38, + "val_size": 18, + "test_size": 95, + "stats": { + "mean": [ + [ + 0.0864272631578948, + -0.03628181578947368, + -0.2848404736842105, + 0.057524210526315775, + -0.050956549999999996 + ] + ], + "std": [ + [ + 0.9226189788343567, + 1.030764765505801, + 0.8345079992343973, + 0.9376140898091212, + 1.1033171507511983 + ] + ] + }, + "width": 32, + "in_features": 5, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 316, + "cert_evals": { + "36": 0.12631580233573914, + "72": 0.10526315867900848, + "108": 0.10526315867900848, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/thyroid/fold_0/result.json b/UCI_N4/ortho/runs/thyroid/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0a5246e803fdf483475d3675f6cccd7abab050cf --- /dev/null +++ b/UCI_N4/ortho/runs/thyroid/fold_0/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.8600770218228498, + "test_acc": 0.7139993317741397, + "train_size": 3428, + "val_size": 779, + "test_size": 2993, + "stats": { + "mean": [ + [ + 2.1796966167956114e-07, + -8.751458590497311e-08, + 3.876896143196366e-07, + -4.066511084792401e-07, + -2.217036219565563e-08, + -6.01225204592932e-07, + -3.491831976714682e-07, + 1.7327888073170088e-07, + -1.2952158793330312e-07, + 3.471411895625862e-07, + 2.2170361729813757e-07, + -8.051341829072995e-08, + -2.386231042215566e-07, + -9.655775979550964e-08, + 0.0, + -1.1260210272149139e-07, + 3.3932322032535964e-08, + -3.3576429478599215e-08, + 2.5419486573375144e-07, + -5.215869288406012e-08, + 1.4458576431177031e-07 + ] + ], + "std": [ + [ + 0.9998541758225387, + 0.9998532681152404, + 0.9998556205991698, + 0.9998539274386128, + 0.999854696658317, + 0.9998534548382348, + 0.9998502394347666, + 0.999853857874386, + 0.9998538109684775, + 0.9998551002843616, + 0.9998536686664701, + 0.9998545576369466, + 0.9998513717555766, + 0.9998546597440786, + 1.0, + 0.9998533945369356, + 0.9998545375243406, + 0.9998541828261739, + 0.9998546087571518, + 0.999854053898975, + 0.999854213852071 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4668, + "cert_evals": { + "36": 0.5586368441581726, + "72": 0.4350150525569916, + "108": 0.34313398599624634, + "255": 0.18108920753002167 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/thyroid/fold_1/result.json b/UCI_N4/ortho/runs/thyroid/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..275d7ef4e5cd823cd2ed895987b6614ba67f9e4f --- /dev/null +++ b/UCI_N4/ortho/runs/thyroid/fold_1/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 18, + "best_val_acc": 0.8413524057217165, + "test_acc": 0.8235098235098235, + "train_size": 3428, + "val_size": 769, + "test_size": 3003, + "stats": { + "mean": [ + [ + 2.1796966167956114e-07, + -8.751458590497311e-08, + 3.876896143196366e-07, + -4.066511084792401e-07, + -2.217036219565563e-08, + -6.01225204592932e-07, + -3.491831976714682e-07, + 1.7327888073170088e-07, + -1.2952158793330312e-07, + 3.471411895625862e-07, + 2.2170361729813757e-07, + -8.051341829072995e-08, + -2.386231042215566e-07, + -9.655775979550964e-08, + 0.0, + -1.1260210272149139e-07, + 3.3932322032535964e-08, + -3.3576429478599215e-08, + 2.5419486573375144e-07, + -5.215869288406012e-08, + 1.4458576431177031e-07 + ] + ], + "std": [ + [ + 0.9998541758225387, + 0.9998532681152404, + 0.9998556205991698, + 0.9998539274386128, + 0.999854696658317, + 0.9998534548382348, + 0.9998502394347666, + 0.999853857874386, + 0.9998538109684775, + 0.9998551002843616, + 0.9998536686664701, + 0.9998545576369466, + 0.9998513717555766, + 0.9998546597440786, + 1.0, + 0.9998533945369356, + 0.9998545375243406, + 0.9998541828261739, + 0.9998546087571518, + 0.999854053898975, + 0.999854213852071 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4668, + "cert_evals": { + "36": 0.710289716720581, + "72": 0.5844155550003052, + "108": 0.4618714451789856, + "255": 0.21611720323562622 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/thyroid/fold_2/result.json b/UCI_N4/ortho/runs/thyroid/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1046946b4c28b527d581ab20e11a377775265259 --- /dev/null +++ b/UCI_N4/ortho/runs/thyroid/fold_2/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.8428927680798005, + "test_acc": 0.7488215488215488, + "train_size": 3428, + "val_size": 802, + "test_size": 2970, + "stats": { + "mean": [ + [ + 2.1796966167956114e-07, + -8.751458590497311e-08, + 3.876896143196366e-07, + -4.066511084792401e-07, + -2.217036219565563e-08, + -6.01225204592932e-07, + -3.491831976714682e-07, + 1.7327888073170088e-07, + -1.2952158793330312e-07, + 3.471411895625862e-07, + 2.2170361729813757e-07, + -8.051341829072995e-08, + -2.386231042215566e-07, + -9.655775979550964e-08, + 0.0, + -1.1260210272149139e-07, + 3.3932322032535964e-08, + -3.3576429478599215e-08, + 2.5419486573375144e-07, + -5.215869288406012e-08, + 1.4458576431177031e-07 + ] + ], + "std": [ + [ + 0.9998541758225387, + 0.9998532681152404, + 0.9998556205991698, + 0.9998539274386128, + 0.999854696658317, + 0.9998534548382348, + 0.9998502394347666, + 0.999853857874386, + 0.9998538109684775, + 0.9998551002843616, + 0.9998536686664701, + 0.9998545576369466, + 0.9998513717555766, + 0.9998546597440786, + 1.0, + 0.9998533945369356, + 0.9998545375243406, + 0.9998541828261739, + 0.9998546087571518, + 0.999854053898975, + 0.999854213852071 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4668, + "cert_evals": { + "36": 0.6097642779350281, + "72": 0.4595959484577179, + "108": 0.33400672674179077, + "255": 0.1515151411294937 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/thyroid/fold_3/result.json b/UCI_N4/ortho/runs/thyroid/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6410ff22608765b6bbde4ae6f9fcf44563462218 --- /dev/null +++ b/UCI_N4/ortho/runs/thyroid/fold_3/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.8709219858156029, + "test_acc": 0.805021193348549, + "train_size": 3428, + "val_size": 705, + "test_size": 3067, + "stats": { + "mean": [ + [ + 2.1796966167956114e-07, + -8.751458590497311e-08, + 3.876896143196366e-07, + -4.066511084792401e-07, + -2.217036219565563e-08, + -6.01225204592932e-07, + -3.491831976714682e-07, + 1.7327888073170088e-07, + -1.2952158793330312e-07, + 3.471411895625862e-07, + 2.2170361729813757e-07, + -8.051341829072995e-08, + -2.386231042215566e-07, + -9.655775979550964e-08, + 0.0, + -1.1260210272149139e-07, + 3.3932322032535964e-08, + -3.3576429478599215e-08, + 2.5419486573375144e-07, + -5.215869288406012e-08, + 1.4458576431177031e-07 + ] + ], + "std": [ + [ + 0.9998541758225387, + 0.9998532681152404, + 0.9998556205991698, + 0.9998539274386128, + 0.999854696658317, + 0.9998534548382348, + 0.9998502394347666, + 0.999853857874386, + 0.9998538109684775, + 0.9998551002843616, + 0.9998536686664701, + 0.9998545576369466, + 0.9998513717555766, + 0.9998546597440786, + 1.0, + 0.9998533945369356, + 0.9998545375243406, + 0.9998541828261739, + 0.9998546087571518, + 0.999854053898975, + 0.999854213852071 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4668, + "cert_evals": { + "36": 0.6856863498687744, + "72": 0.5458102226257324, + "108": 0.4072383642196655, + "255": 0.18291489779949188 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/tic-tac-toe/fold_0/result.json b/UCI_N4/ortho/runs/tic-tac-toe/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3e4c69a1f1566c3f863633f2e298a7338adfdb72 --- /dev/null +++ b/UCI_N4/ortho/runs/tic-tac-toe/fold_0/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 41, + "best_val_acc": 0.7534246575342466, + "test_acc": 0.7958115183246073, + "train_size": 239, + "val_size": 146, + "test_size": 573, + "stats": { + "mean": [ + [ + -0.06774635146443425, + 0.01449869790794993, + 0.05074422594142255, + -0.014738167364016513, + 0.015902112970711264, + 0.01937172301255273, + -0.05826698744769888, + 0.06322694058577437, + -0.03456911297071133 + ] + ], + "std": [ + [ + 0.9772364146923964, + 0.9898671665296854, + 0.9927899252300538, + 1.0052200080228313, + 1.0139839580724326, + 1.0321649186622677, + 0.9396177418537401, + 0.9908262445058792, + 1.022463266648573 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.591623067855835, + "72": 0.34729495644569397, + "108": 0.2181500941514969, + "255": 0.0034904014319181442 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/tic-tac-toe/fold_1/result.json b/UCI_N4/ortho/runs/tic-tac-toe/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6c4b91fbaf5f98c2c5407c088048bb3a40f34592 --- /dev/null +++ b/UCI_N4/ortho/runs/tic-tac-toe/fold_1/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 53, + "best_val_acc": 0.7847222222222222, + "test_acc": 0.7930434782608695, + "train_size": 239, + "val_size": 144, + "test_size": 575, + "stats": { + "mean": [ + [ + 0.055483841004184395, + -0.00011965439330530087, + 0.00808757322175727, + -0.029356599999999875, + 0.039023707112970575, + 0.019371482008368506, + -0.08670484518828446, + -0.039102302092049956, + 0.027046133891213308 + ] + ], + "std": [ + [ + 0.9957045497387771, + 1.0146010728149857, + 1.003301186901333, + 1.0124926159677299, + 0.9987054895066753, + 0.9814356430315144, + 0.973828360138658, + 1.0003184664932105, + 0.9832177518418727 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.6695652604103088, + "72": 0.5234782695770264, + "108": 0.3756521940231323, + "255": 0.0260869562625885 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/tic-tac-toe/fold_2/result.json b/UCI_N4/ortho/runs/tic-tac-toe/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f278ef6840071d3e1e2a086403849ddfffc66b64 --- /dev/null +++ b/UCI_N4/ortho/runs/tic-tac-toe/fold_2/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 46, + "best_val_acc": 0.7938931297709924, + "test_acc": 0.7755102040816326, + "train_size": 239, + "val_size": 131, + "test_size": 588, + "stats": { + "mean": [ + [ + -0.04878792468619211, + 0.0047529958158996155, + 0.09814042677824272, + -0.024483735564853226, + 0.034399451882844975, + -0.009865222594141925, + -0.02508974895397498, + 0.004753076150627897, + -0.04878784100418414 + ] + ], + "std": [ + [ + 1.001934480203885, + 0.9778484267660271, + 1.0046660181235467, + 1.0212723008937266, + 1.0210245107562923, + 1.0306454853299336, + 0.9862518055799147, + 0.9951065507668124, + 0.9747736634076275 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.634353756904602, + "72": 0.47959181666374207, + "108": 0.29931971430778503, + "255": 0.017006803303956985 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/tic-tac-toe/fold_3/result.json b/UCI_N4/ortho/runs/tic-tac-toe/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4f7bc20716cb0af85df7686620132028f65d5e02 --- /dev/null +++ b/UCI_N4/ortho/runs/tic-tac-toe/fold_3/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 60, + "best_val_acc": 0.7898550724637681, + "test_acc": 0.7314974182444062, + "train_size": 239, + "val_size": 138, + "test_size": 581, + "stats": { + "mean": [ + [ + 0.10288007531380783, + 0.04373577740585817, + 0.041264979079497874, + -0.034229491213389085, + -0.05346292050209214, + -0.1999054092050213, + 0.08392158158995812, + 0.07297261589958158, + -0.05826715481171532 + ] + ], + "std": [ + [ + 0.9966065572515563, + 1.018968015200093, + 0.9922920069375739, + 0.9979419605462078, + 0.9801398510182366, + 0.9915447189713678, + 0.9965163996887837, + 0.9964419395653665, + 0.9951178388160773 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 905, + "cert_evals": { + "36": 0.6006884574890137, + "72": 0.4905335605144501, + "108": 0.3855421543121338, + "255": 0.05679862201213837 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/titanic/fold_0/result.json b/UCI_N4/ortho/runs/titanic/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b34211f03b24e8c6fc39238e50594767e0e3750c --- /dev/null +++ b/UCI_N4/ortho/runs/titanic/fold_0/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.7746478873239436, + "test_acc": 0.7469135802469136, + "train_size": 550, + "val_size": 355, + "test_size": 1296, + "stats": { + "mean": [ + [ + -0.033479024545449286, + -0.04388359999999998, + 0.04633865636363635 + ] + ], + "std": [ + [ + 1.0184009911459524, + 0.9030112522482995, + 0.965727266734473 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 285, + "cert_evals": { + "36": 0.7175925970077515, + "72": 0.16589505970478058, + "108": 0.1635802537202835, + "255": 0.060956791043281555 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/titanic/fold_1/result.json b/UCI_N4/ortho/runs/titanic/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1a99157fc7a645d54c475c95ff88726c9e4c2d8c --- /dev/null +++ b/UCI_N4/ortho/runs/titanic/fold_1/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.8137535816618912, + "test_acc": 0.7273425499231951, + "train_size": 550, + "val_size": 349, + "test_size": 1302, + "stats": { + "mean": [ + [ + 0.00599657709091412, + -0.02712665454545435, + 0.02416022909090901 + ] + ], + "std": [ + [ + 0.993203063568118, + 0.9413765013907114, + 0.9824417459762911 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 285, + "cert_evals": { + "36": 0.698924720287323, + "72": 0.16436251997947693, + "108": 0.149769589304924, + "255": 0.10675883293151855 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/titanic/fold_2/result.json b/UCI_N4/ortho/runs/titanic/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b4d55cb3f7c6104a0c83dc460f73186e7d1a1af6 --- /dev/null +++ b/UCI_N4/ortho/runs/titanic/fold_2/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.7413249211356467, + "test_acc": 0.7466266866566716, + "train_size": 550, + "val_size": 317, + "test_size": 1334, + "stats": { + "mean": [ + [ + 0.014578170545459438, + -0.043883600000000356, + 0.03303160000000017 + ] + ], + "std": [ + [ + 1.0150806710594007, + 0.9030112522482996, + 0.9758508000000029 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 285, + "cert_evals": { + "36": 0.4977511465549469, + "72": 0.17991004884243011, + "108": 0.16866567730903625, + "255": 0.11094453185796738 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/titanic/fold_3/result.json b/UCI_N4/ortho/runs/titanic/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..72870c28c111a37c09c3c61adca2b23059ba1b0c --- /dev/null +++ b/UCI_N4/ortho/runs/titanic/fold_3/result.json @@ -0,0 +1,36 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.7784256559766763, + "test_acc": 0.7714067278287462, + "train_size": 550, + "val_size": 343, + "test_size": 1308, + "stats": { + "mean": [ + [ + 0.0077128369090957785, + -0.027126654545454543, + -0.0290679963636369 + ] + ], + "std": [ + [ + 1.026123748181085, + 0.9413765013907113, + 1.0194745387594568 + ] + ] + }, + "width": 32, + "in_features": 3, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 285, + "cert_evals": { + "36": 0.7224770784378052, + "72": 0.4556575119495392, + "108": 0.15214067697525024, + "255": 0.06727828830480576 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/trains/fold_0/result.json b/UCI_N4/ortho/runs/trains/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..59b31194d4bb7f9bac2a9bbd66d0a1ab7e1004ff --- /dev/null +++ b/UCI_N4/ortho/runs/trains/fold_0/result.json @@ -0,0 +1,88 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.6, + "test_acc": 0.6666666666666666, + "train_size": 2, + "val_size": 5, + "test_size": 3, + "stats": { + "mean": [ + [ + -0.61237, + -0.9717294999999999, + -0.316228, + 0.621059, + 0.786374, + -0.474342, + -0.369273, + -0.316228, + -0.41404050000000003, + -0.161281, + 1.264911, + 0.2108185, + -0.08519500000000002, + -0.685249, + -0.7115125, + -0.29632100000000006, + 0.398527, + -0.621059, + -0.621059, + -0.619234, + -0.621059, + -0.514496, + 0.41404050000000003, + -0.774597, + -0.774597, + 0.711514, + -0.316228, + 0.41404050000000003, + -0.316228 + ] + ], + "std": [ + [ + 0.61237, + 0.6073305, + 1.0, + 1.0, + 0.406746, + 1.0, + 0.7385470000000001, + 1.0, + 1.0350995, + 0.322562, + 1.581139, + 0.5270465, + 1.2779150000000001, + 0.571041, + 0.16940750000000004, + 0.740799, + 1.328423, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0350995, + 1.0, + 1.0, + 1.185856, + 1.0, + 1.0350995, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 29, + "out_features": 2, + "depth": 4, + "padding": 58, + "parameters": 8705, + "cert_evals": { + "36": 0.6666666865348816, + "72": 0.6666666865348816, + "108": 0.6666666865348816, + "255": 0.3333333432674408 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/trains/fold_1/result.json b/UCI_N4/ortho/runs/trains/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c498755bd364d5c2de218e04a94e161f837cbbeb --- /dev/null +++ b/UCI_N4/ortho/runs/trains/fold_1/result.json @@ -0,0 +1,88 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.75, + "test_acc": 0.75, + "train_size": 2, + "val_size": 4, + "test_size": 4, + "stats": { + "mean": [ + [ + -0.61237, + -0.36439749999999993, + -0.316228, + 0.621059, + 0.10846649999999997, + -0.474342, + 0.7385470000000001, + 1.264911, + -1.44914, + -0.8064045, + 1.264911, + -0.316228, + -0.5111665000000001, + -0.11420999999999992, + -0.7115125, + -0.29632100000000006, + -0.5977899999999999, + -0.621059, + -0.621059, + -0.619234, + -0.621059, + -0.514496, + 0.41404050000000003, + 0.19365149999999998, + 0.19365149999999998, + -0.474342, + -0.316228, + -0.621059, + -0.316228 + ] + ], + "std": [ + [ + 0.61237, + 1.2146625, + 1.0, + 1.0, + 1.0846535, + 1.0, + 0.3692730000000001, + 1.581139, + 1.0, + 0.9676855, + 1.581139, + 1.0, + 0.8519435000000001, + 1.14208, + 0.16940750000000004, + 0.740799, + 0.33210599999999996, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0350995, + 0.9682485, + 0.9682485, + 1.0, + 1.0, + 1.0, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 29, + "out_features": 2, + "depth": 4, + "padding": 58, + "parameters": 8705, + "cert_evals": { + "36": 0.75, + "72": 0.75, + "108": 0.75, + "255": 0.5 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/trains/fold_2/result.json b/UCI_N4/ortho/runs/trains/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..31e1926a61b6be58d9ee2be6cb774d8db35c4396 --- /dev/null +++ b/UCI_N4/ortho/runs/trains/fold_2/result.json @@ -0,0 +1,88 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5, + "test_acc": 0.8333333333333334, + "train_size": 2, + "val_size": 2, + "test_size": 6, + "stats": { + "mean": [ + [ + -0.61237, + -0.36439749999999993, + -0.316228, + 0.621059, + 0.10846649999999997, + -0.474342, + 0.7385470000000001, + 1.264911, + -1.44914, + -0.8064045, + 1.264911, + -0.316228, + -0.5111665000000001, + -0.11420999999999992, + -0.7115125, + -0.29632100000000006, + -0.5977899999999999, + -0.621059, + -0.621059, + -0.619234, + -0.621059, + -0.514496, + 0.41404050000000003, + 0.19365149999999998, + 0.19365149999999998, + -0.474342, + -0.316228, + -0.621059, + -0.316228 + ] + ], + "std": [ + [ + 0.61237, + 1.2146625, + 1.0, + 1.0, + 1.0846535, + 1.0, + 0.3692730000000001, + 1.581139, + 1.0, + 0.9676855, + 1.581139, + 1.0, + 0.8519435000000001, + 1.14208, + 0.16940750000000004, + 0.740799, + 0.33210599999999996, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0350995, + 0.9682485, + 0.9682485, + 1.0, + 1.0, + 1.0, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 29, + "out_features": 2, + "depth": 4, + "padding": 58, + "parameters": 8705, + "cert_evals": { + "36": 0.8333333730697632, + "72": 0.8333333730697632, + "108": 0.8333333730697632, + "255": 0.3333333432674408 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/trains/fold_3/result.json b/UCI_N4/ortho/runs/trains/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8c20a0c1492d22f395db10ab5029e068e918e026 --- /dev/null +++ b/UCI_N4/ortho/runs/trains/fold_3/result.json @@ -0,0 +1,88 @@ +{ + "best_epoch": 1, + "best_val_acc": 1.0, + "test_acc": 0.5, + "train_size": 2, + "val_size": 2, + "test_size": 6, + "stats": { + "mean": [ + [ + -0.61237, + 0.24293300000000004, + 1.264911, + -0.41404050000000003, + -1.1117685, + -0.474342, + 0.7385470000000001, + 1.264911, + -0.41404050000000003, + -0.32255999999999996, + -0.316228, + -1.370319, + -0.5111665000000001, + -0.11420999999999992, + -0.7115125, + -0.29632100000000006, + -0.5977899999999999, + -0.621059, + -0.621059, + -0.619234, + -0.621059, + -0.514496, + -0.621059, + 0.19365149999999998, + 1.1619, + -0.474342, + -0.316228, + -0.621059, + -0.316228 + ] + ], + "std": [ + [ + 0.61237, + 0.607332, + 1.581139, + 1.0350995, + 0.13558149999999997, + 1.0, + 0.3692730000000001, + 1.581139, + 1.0350995, + 1.45153, + 1.0, + 1.0540910000000001, + 0.8519435000000001, + 1.14208, + 0.16940750000000004, + 0.740799, + 0.33210599999999996, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9682485, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 29, + "out_features": 2, + "depth": 4, + "padding": 58, + "parameters": 8705, + "cert_evals": { + "36": 0.5, + "72": 0.5, + "108": 0.5, + "255": 0.3333333432674408 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/twonorm/fold_0/result.json b/UCI_N4/ortho/runs/twonorm/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..140c2b0d230b29cfd30806186de4a6d16202de7a --- /dev/null +++ b/UCI_N4/ortho/runs/twonorm/fold_0/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 33, + "best_val_acc": 0.977961432506887, + "test_acc": 0.9760143465590675, + "train_size": 1850, + "val_size": 1089, + "test_size": 4461, + "stats": { + "mean": [ + [ + -0.014544049503783818, + -0.003368689291891876, + 0.016772092459459455, + 0.0019175647345946178, + -0.02506532699859457, + 0.0038982543675675696, + 0.019339146565999932, + -0.009895024481081047, + 0.006385932609729719, + -0.0014487788735135277, + -0.02301627440935135, + -0.005151859209189199, + 0.008102996605405427, + -0.0044304854756756626, + 0.0017575496378378407, + -0.009554797715135191, + 0.026529897787837913, + 0.02922682911891893, + -0.01169157914054059, + -0.004898149291891907 + ] + ], + "std": [ + [ + 1.008740635111714, + 1.0057995039659557, + 0.9837382170327289, + 1.0009348723588565, + 0.9894373169495185, + 0.9855025922172592, + 1.0016273845342372, + 1.0019232777130362, + 1.0102983788423001, + 0.989126863772442, + 1.014473431822349, + 0.9873937513386905, + 1.0120815536633763, + 1.0026507637547364, + 0.9944344640609678, + 1.0009003980137419, + 1.017029495884869, + 0.9934459224888799, + 1.005170519855988, + 1.0182286286784454 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4205, + "cert_evals": { + "36": 0.964133620262146, + "72": 0.9504595398902893, + "108": 0.9293880462646484, + "255": 0.8007173538208008 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/twonorm/fold_1/result.json b/UCI_N4/ortho/runs/twonorm/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5e291478fcd07935bec4b8a14bda897549b7db64 --- /dev/null +++ b/UCI_N4/ortho/runs/twonorm/fold_1/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 28, + "best_val_acc": 0.9824253075571178, + "test_acc": 0.9755213055303718, + "train_size": 1850, + "val_size": 1138, + "test_size": 4412, + "stats": { + "mean": [ + [ + -0.011274481706054077, + 0.0010725280108108113, + 0.04904605430486482, + 0.00013406402702702838, + 0.0037092568978378815, + -0.03159644886486481, + 0.00852751402702707, + -0.014074217665405411, + 0.026686750430270245, + 0.023341407989189197, + 0.00574216419659461, + -0.019635965771891885, + 0.04072469101081081, + 0.00963421142594593, + -0.044921805624324275, + -0.025982841086486463, + -0.0002432451580000008, + -0.011375726291891854, + 0.021153889262702744, + 0.01900583370702701 + ] + ], + "std": [ + [ + 0.9976085735229742, + 1.0108425474557818, + 1.0105604700510442, + 1.0350336168987333, + 0.990362036249636, + 0.9744762030983907, + 1.0066091603129825, + 0.984656658886602, + 0.9965234554482512, + 0.973435364067005, + 0.9921055599456662, + 1.0065413490604112, + 1.0042400869906856, + 0.9880184758483341, + 0.9898502752755675, + 0.992736848303296, + 0.9922171097916167, + 1.0043754412776131, + 0.9893350555688326, + 0.9868441569808528 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4205, + "cert_evals": { + "36": 0.9637352824211121, + "72": 0.9494560360908508, + "108": 0.9317769408226013, + "255": 0.7989574074745178 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/twonorm/fold_2/result.json b/UCI_N4/ortho/runs/twonorm/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e1f2f4a19fb61536f967aa8d4c4e765876d9f03f --- /dev/null +++ b/UCI_N4/ortho/runs/twonorm/fold_2/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 35, + "best_val_acc": 0.9767441860465116, + "test_acc": 0.9796931407942239, + "train_size": 1850, + "val_size": 1118, + "test_size": 4432, + "stats": { + "mean": [ + [ + 0.003976000881081077, + 0.010715774432432398, + -0.017786920248648645, + 0.0036804860497297266, + 0.002183984135675682, + 0.01946380120540544, + -0.009359299564702704, + -0.02816081002594586, + 0.031211165720540515, + 0.0197382945891892, + 0.004506140226864866, + -0.01331618493945946, + 0.014995027385405353, + -0.001854380632432439, + -0.01958510810810805, + -0.00386884019891889, + -0.017393956009891888, + -0.0021528696070270597, + 0.005169307811351341, + 0.0024582379264864846 + ] + ], + "std": [ + [ + 1.009760000740286, + 1.0090347482418227, + 1.0148186512036792, + 1.0060022323323823, + 0.9990626780886653, + 0.9896872166496508, + 0.9763805914536888, + 0.9957691924612021, + 0.9906698247495431, + 1.0035665264537232, + 0.9947437173054162, + 1.0004339807413987, + 0.9823451342038293, + 1.0178129069401878, + 1.020030588883728, + 1.0098245678900148, + 0.9925509761821191, + 0.984129704899966, + 1.021860274128779, + 1.0179863343134843 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4205, + "cert_evals": { + "36": 0.9681859016418457, + "72": 0.9537454843521118, + "108": 0.936597466468811, + "255": 0.8043772578239441 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/twonorm/fold_3/result.json b/UCI_N4/ortho/runs/twonorm/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..35aaaf6f4a34b835edb17115aa80259fadc5904d --- /dev/null +++ b/UCI_N4/ortho/runs/twonorm/fold_3/result.json @@ -0,0 +1,70 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.98125, + "test_acc": 0.9769751693002258, + "train_size": 1850, + "val_size": 1120, + "test_size": 4430, + "stats": { + "mean": [ + [ + -0.020650926096864895, + 0.0029367999405405425, + -0.006630237378378379, + 0.010420081979243248, + -0.001797412861621615, + 0.006000229992972958, + 0.02513403323243256, + -0.04051091970432429, + 0.016437013362162183, + 0.008169780156756753, + 0.010605073612270283, + -0.014074353574054115, + 0.001890994940540519, + -0.00912456161891894, + -0.011556316408108112, + -0.004322038713513496, + -0.0011294842637837807, + -0.006298975859459421, + 0.017070309424864923, + 0.0166714651562162 + ] + ], + "std": [ + [ + 0.9799722867298174, + 0.9831760308737035, + 1.0071900480073166, + 1.003544153680456, + 0.9998334222405475, + 0.997242014320636, + 0.9816671365897304, + 0.9927759081786102, + 1.0236053141912813, + 0.9882650425660089, + 1.0199540485168141, + 0.9750354662835033, + 1.000698654175577, + 0.9953898045603353, + 0.9850292707815245, + 0.9950063778865423, + 0.9842233774554926, + 1.0005588371487018, + 1.0122840782683846, + 1.0155158561773454 + ] + ] + }, + "width": 64, + "in_features": 20, + "out_features": 2, + "depth": 4, + "padding": 40, + "parameters": 4205, + "cert_evals": { + "36": 0.9656884670257568, + "72": 0.9455981850624084, + "108": 0.9252821803092957, + "255": 0.717381477355957 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/vertebral-column-2clases/fold_0/result.json b/UCI_N4/ortho/runs/vertebral-column-2clases/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7e90d08ad47bee510416aabebaabb59dcf808052 --- /dev/null +++ b/UCI_N4/ortho/runs/vertebral-column-2clases/fold_0/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 47, + "best_val_acc": 0.864406779661017, + "test_acc": 0.735632183908046, + "train_size": 77, + "val_size": 59, + "test_size": 174, + "stats": { + "mean": [ + [ + -0.04851593662337664, + -0.013603715584415602, + 0.017817786623376606, + -0.052196842324675335, + -0.002157415584415587, + -0.03604349805194806 + ] + ], + "std": [ + [ + 0.9285507134809343, + 1.06595981877074, + 0.9952787423256769, + 0.8624418582955644, + 0.9372946280214954, + 0.7536679299194217 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.5862069129943848, + "72": 0.4367816150188446, + "108": 0.36206895112991333, + "255": 0.028735632076859474 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/vertebral-column-2clases/fold_1/result.json b/UCI_N4/ortho/runs/vertebral-column-2clases/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..aba12cdb3b61b6ca52cf68d192ab754d942538d4 --- /dev/null +++ b/UCI_N4/ortho/runs/vertebral-column-2clases/fold_1/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 40, + "best_val_acc": 0.9047619047619048, + "test_acc": 0.8219895287958116, + "train_size": 77, + "val_size": 42, + "test_size": 191, + "stats": { + "mean": [ + [ + -0.01160272857142857, + 0.19142412077922066, + 0.13749096324675333, + -0.1576678293376624, + 0.1349718081818182, + 0.01367927922077926 + ] + ], + "std": [ + [ + 0.9739076978851005, + 1.1234128014311557, + 1.0980714645789118, + 0.9124304878226723, + 0.8779104710989865, + 0.8103068848046617 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.6439790725708008, + "72": 0.5026178359985352, + "108": 0.29842931032180786, + "255": 0.16230367124080658 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/vertebral-column-2clases/fold_2/result.json b/UCI_N4/ortho/runs/vertebral-column-2clases/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2a86158eba55168ef8ffc777f8dee0231110571f --- /dev/null +++ b/UCI_N4/ortho/runs/vertebral-column-2clases/fold_2/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 16, + "best_val_acc": 0.9215686274509803, + "test_acc": 0.7527472527472527, + "train_size": 77, + "val_size": 51, + "test_size": 182, + "stats": { + "mean": [ + [ + -0.08900769350649353, + 0.022068336363636327, + -0.17777378870129867, + -0.13070269816883123, + -0.08019039701298694, + 0.034270005844155946 + ] + ], + "std": [ + [ + 1.1891598679346718, + 1.0629718968025748, + 0.9683921685715591, + 1.1934548554540982, + 1.0519483392859137, + 1.4108241281173226 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.6428571343421936, + "72": 0.5054945349693298, + "108": 0.3901098966598511, + "255": 0.016483517363667488 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/vertebral-column-2clases/fold_3/result.json b/UCI_N4/ortho/runs/vertebral-column-2clases/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..364347fad43165cc9aeafc93407245e79ea7e6f4 --- /dev/null +++ b/UCI_N4/ortho/runs/vertebral-column-2clases/fold_3/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.8695652173913043, + "test_acc": 0.7379679144385026, + "train_size": 77, + "val_size": 46, + "test_size": 187, + "stats": { + "mean": [ + [ + -0.06772925194805193, + -0.07967984805194804, + -0.14121441038961047, + -0.02757299220779231, + -0.014883416753246786, + -0.1100020467532468 + ] + ], + "std": [ + [ + 1.0828152543652132, + 1.0199396915025827, + 0.9339640371725322, + 0.9916023829290741, + 1.077978313814909, + 0.7401101130023645 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 425, + "cert_evals": { + "36": 0.5935829281806946, + "72": 0.47058823704719543, + "108": 0.4117647111415863, + "255": 0.1978609710931778 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/vertebral-column-3clases/fold_0/result.json b/UCI_N4/ortho/runs/vertebral-column-3clases/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1e1fc4c4fde74326186fc499ed285e492fa3bbe9 --- /dev/null +++ b/UCI_N4/ortho/runs/vertebral-column-3clases/fold_0/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.29545454545454547, + "test_acc": 0.37037037037037035, + "train_size": 77, + "val_size": 44, + "test_size": 189, + "stats": { + "mean": [ + [ + -0.017758871428571372, + -0.13893042727272728, + -0.08468526142857148, + 0.08071379740259733, + 0.06779229129870129, + 0.08923458311688294 + ] + ], + "std": [ + [ + 1.0953816731705295, + 0.8966984943146973, + 0.956938148341136, + 1.2077590425927807, + 1.073031602135157, + 1.464104633953606 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 3, + "depth": 4, + "padding": 12, + "parameters": 438, + "cert_evals": { + "36": 0.1428571343421936, + "72": 0.0158730149269104, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/vertebral-column-3clases/fold_1/result.json b/UCI_N4/ortho/runs/vertebral-column-3clases/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4eecb96b3152d9e2729cd403dd3a16c71867822b --- /dev/null +++ b/UCI_N4/ortho/runs/vertebral-column-3clases/fold_1/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 51, + "best_val_acc": 0.5370370370370371, + "test_acc": 0.5139664804469274, + "train_size": 77, + "val_size": 54, + "test_size": 179, + "stats": { + "mean": [ + [ + -0.049201149350649384, + -0.06358896883116881, + -0.11700971038961039, + -0.01579821818181819, + -6.0709350649427305e-05, + 0.0891967623376624 + ] + ], + "std": [ + [ + 1.093043067173537, + 1.0341900281252163, + 0.948390256340442, + 1.1192974642236186, + 1.0160280673716198, + 1.4089004707085644 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 3, + "depth": 4, + "padding": 12, + "parameters": 438, + "cert_evals": { + "36": 0.4301675856113434, + "72": 0.3743016719818115, + "108": 0.3296089172363281, + "255": 0.11173184216022491 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/vertebral-column-3clases/fold_2/result.json b/UCI_N4/ortho/runs/vertebral-column-3clases/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c815cfe0ab99bb9b17de063fc0342d807d47ec04 --- /dev/null +++ b/UCI_N4/ortho/runs/vertebral-column-3clases/fold_2/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 84, + "best_val_acc": 0.8214285714285714, + "test_acc": 0.7966101694915254, + "train_size": 77, + "val_size": 56, + "test_size": 177, + "stats": { + "mean": [ + [ + -0.030620783376623464, + -0.15526778051948048, + -0.0557417341558442, + 0.0764179809090909, + -0.11299565064935047, + -0.10344603831168832 + ] + ], + "std": [ + [ + 0.9944305280127423, + 0.9108287434677631, + 0.8529822131400763, + 0.9664086884725089, + 0.9649650863065573, + 0.713799883374489 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 3, + "depth": 4, + "padding": 12, + "parameters": 438, + "cert_evals": { + "36": 0.6836158037185669, + "72": 0.5593220591545105, + "108": 0.4237288236618042, + "255": 0.028248587623238564 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/vertebral-column-3clases/fold_3/result.json b/UCI_N4/ortho/runs/vertebral-column-3clases/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ff1f6780f220ee2dfeede5ca372778b00a86cf5e --- /dev/null +++ b/UCI_N4/ortho/runs/vertebral-column-3clases/fold_3/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 56, + "best_val_acc": 0.7735849056603774, + "test_acc": 0.7555555555555555, + "train_size": 77, + "val_size": 53, + "test_size": 180, + "stats": { + "mean": [ + [ + 0.20264046623376622, + 0.3261196974025974, + 0.10299690753246762, + 0.017040496636363645, + -0.09640795220779223, + 0.03692924155844167 + ] + ], + "std": [ + [ + 1.1066380009229393, + 1.1415960579871545, + 1.0733819141948675, + 1.089301161345955, + 0.9585561559088557, + 0.8693443253284101 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 3, + "depth": 4, + "padding": 12, + "parameters": 438, + "cert_evals": { + "36": 0.6333333253860474, + "72": 0.4611111283302307, + "108": 0.31111112236976624, + "255": 0.02222222276031971 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wall-following/fold_0/result.json b/UCI_N4/ortho/runs/wall-following/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4333a99088e1209d49d75994af84e04fdaad85ee --- /dev/null +++ b/UCI_N4/ortho/runs/wall-following/fold_0/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 46, + "best_val_acc": 0.7621951219512195, + "test_acc": 0.7472493887530562, + "train_size": 1364, + "val_size": 820, + "test_size": 3272, + "stats": { + "mean": [ + [ + -0.005686892404692003, + 0.022638621533284334, + 0.0029726543621700742, + -0.007766223049853293, + -0.008952794454545568, + 0.009051411851906211, + 0.004111615835777271, + 0.054535739948680446, + 0.01721141257331339, + -0.00017557098093850144, + -0.0030259690689149518, + -0.015323145063782956, + 0.004263515249266924, + 0.013408757045454725, + -0.0019448981744868829, + 0.0003941872595307252, + -0.023833700213343096, + -0.0418792441422289, + -0.01742122004472146, + -0.01653938162023472, + 0.004910744486803571, + 0.04303871550586514, + -0.015449803416422289, + -0.003778200753665663 + ] + ], + "std": [ + [ + 0.9538903586600096, + 1.0100879107934733, + 1.0049069273556643, + 0.9922954720481119, + 0.9870136651293122, + 0.990779450218937, + 0.997732207974109, + 1.0249084242333972, + 1.0039227101782235, + 0.9840871960957936, + 0.9963448823117925, + 0.9855998980612843, + 1.0024509972558129, + 1.0025416545074122, + 0.9881545916458445, + 1.0165283990308178, + 0.9738216818182036, + 0.9275548118344852, + 0.9839704565560611, + 0.9728388862456517, + 1.0184938963953918, + 1.0303474329203226, + 0.9612235203553664, + 0.9816909108470405 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 4, + "depth": 4, + "padding": 48, + "parameters": 6103, + "cert_evals": { + "36": 0.6619804501533508, + "72": 0.5843520760536194, + "108": 0.48716384172439575, + "255": 0.16198045015335083 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wall-following/fold_1/result.json b/UCI_N4/ortho/runs/wall-following/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4dcb0ba4f826b1a7b696936f690df8a018e619e2 --- /dev/null +++ b/UCI_N4/ortho/runs/wall-following/fold_1/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 22, + "best_val_acc": 0.7647058823529411, + "test_acc": 0.7673853628909809, + "train_size": 1364, + "val_size": 799, + "test_size": 3293, + "stats": { + "mean": [ + [ + -0.02975309696847506, + 0.005558309164222893, + 0.004718745812316816, + -0.020307799296187545, + -0.007320344633431353, + -0.028494500266862125, + -0.024019284164222755, + 0.009570253951612977, + 0.01097609736070351, + -0.00032918113929638346, + 0.032141068781524784, + 0.02072696681818175, + 0.02201199852639303, + 0.02843859972873922, + -0.010288174340176055, + -0.0025629487653958533, + 0.014673984588709695, + -0.0024179095725806485, + 0.011989980659823955, + 0.014437480175952963, + 0.010780398057038091, + -0.02107569172287382, + 0.018757813350439904, + -0.03195081329985328 + ] + ], + "std": [ + [ + 0.945216136192205, + 0.9992147601024853, + 1.0013950133535414, + 1.0070090886620435, + 1.0100405651888793, + 1.0035220275618202, + 1.0076868559644707, + 1.0146043586860587, + 1.0036702207634716, + 1.0020409725295103, + 1.0195319569843622, + 1.018330702441904, + 1.0188371291097438, + 1.0099651693219551, + 0.9929137513000473, + 0.9893773454929811, + 1.0312952518146736, + 0.9850531254011928, + 0.9991545369015657, + 1.024970910904686, + 1.0211398104956508, + 0.9811793320532708, + 1.0213393023608297, + 0.9709259568406406 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 4, + "depth": 4, + "padding": 48, + "parameters": 6103, + "cert_evals": { + "36": 0.6911630630493164, + "72": 0.5942909121513367, + "108": 0.48982691764831543, + "255": 0.17764955759048462 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wall-following/fold_2/result.json b/UCI_N4/ortho/runs/wall-following/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..21b459bc6bb2c9d5ca8504445190e0759592c64e --- /dev/null +++ b/UCI_N4/ortho/runs/wall-following/fold_2/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.7764565992865636, + "test_acc": 0.7502306982466933, + "train_size": 1364, + "val_size": 841, + "test_size": 3251, + "stats": { + "mean": [ + [ + 0.01872266574486808, + 0.006327694957038103, + -0.07104427478152507, + -0.011521076319648046, + -0.004222936934017776, + -0.012975204868035104, + -0.01602920872434, + 0.018177438951613122, + 0.001741687587976442, + 0.026653914322580085, + 0.006544868966275523, + -0.0006487189816715815, + -0.006107012813782889, + -0.017521736390762342, + -0.02309750486070397, + 0.015360951164222853, + -0.05447749436730212, + 0.011644383885630553, + -0.005685932580645217, + 0.033520921312316744, + 0.015700824787390003, + 0.00464063532258066, + -0.007768450139296197, + -0.01706286590102635 + ] + ], + "std": [ + [ + 1.0075883148093572, + 0.9956149685197124, + 0.9336114810272496, + 1.0053964412297443, + 1.0037906536892414, + 0.9889864422444196, + 0.993232391245941, + 1.0033346943820691, + 1.0019335251023536, + 1.015228028452373, + 1.0184871692443849, + 0.9950347742751352, + 1.001225456339628, + 0.9911991075823401, + 0.9891922963313015, + 1.020897686359133, + 0.9021478154164623, + 1.027059313060404, + 0.9920589942567254, + 1.037458331459377, + 1.0154700216289818, + 1.0017979731537894, + 0.9794245346392066, + 0.9721130758506005 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 4, + "depth": 4, + "padding": 48, + "parameters": 6103, + "cert_evals": { + "36": 0.6804060339927673, + "72": 0.6025838255882263, + "108": 0.5072285532951355, + "255": 0.16917870938777924 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wall-following/fold_3/result.json b/UCI_N4/ortho/runs/wall-following/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1c763cd5b5c5a7d1a691b7b5841b5c8d4d52ad48 --- /dev/null +++ b/UCI_N4/ortho/runs/wall-following/fold_3/result.json @@ -0,0 +1,78 @@ +{ + "best_epoch": 47, + "best_val_acc": 0.7694174757281553, + "test_acc": 0.7512239902080783, + "train_size": 1364, + "val_size": 824, + "test_size": 3268, + "stats": { + "mean": [ + [ + 0.02031997529545452, + -0.033795195992888556, + -0.02352743731011721, + 0.01124182900293254, + -0.01151259605278599, + -0.015031226107038104, + 0.03267076282991228, + 0.0279429813196483, + -0.007205795674486686, + -0.0060127819017595785, + 0.01344909527859221, + 0.01992942824853357, + -0.01951502722360692, + -0.029693211412756465, + -0.009494099098240562, + -0.01795489370381231, + 0.010101200832844593, + -0.0059742676495601315, + -0.017900947921847564, + -0.021026184816715806, + 0.016916847096700823, + -0.0052597014662755836, + 0.032237512456011766, + 0.007093840727272726 + ] + ], + "std": [ + [ + 1.0112945026202158, + 0.970221558754097, + 0.9823204142944053, + 1.0136980604051529, + 0.982757495735732, + 0.9808366104043786, + 1.001324458975229, + 1.0152847209982614, + 0.9908830298302452, + 0.9932341203049162, + 1.0097191496904292, + 1.0252804409457419, + 0.9852042484069533, + 0.992545202932286, + 0.9901306066571973, + 0.9793681779580009, + 0.9956413121371739, + 0.9901468286266072, + 0.9701309779282022, + 0.9725832802282708, + 1.0307338552882614, + 0.991132554001173, + 1.0343162251093825, + 0.9974059438112418 + ] + ] + }, + "width": 64, + "in_features": 24, + "out_features": 4, + "depth": 4, + "padding": 48, + "parameters": 6103, + "cert_evals": { + "36": 0.6790086030960083, + "72": 0.5939412713050842, + "108": 0.5100979208946228, + "255": 0.1915544718503952 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/waveform-noise/fold_0/result.json b/UCI_N4/ortho/runs/waveform-noise/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1a0055fe9e83412803cecb5dc468ee4ad6e9adc1 --- /dev/null +++ b/UCI_N4/ortho/runs/waveform-noise/fold_0/result.json @@ -0,0 +1,110 @@ +{ + "best_epoch": 44, + "best_val_acc": 0.8651102464332037, + "test_acc": 0.8492782813024505, + "train_size": 1250, + "val_size": 771, + "test_size": 2979, + "stats": { + "mean": [ + [ + 0.04109552382399996, + -0.007068212280000003, + 0.014182510261599956, + 0.0026211762400000084, + 0.014018176879999957, + 0.02370059650560003, + 0.004374500936000023, + -0.0038294597343999904, + -0.014804110096000014, + 0.00045386584799994817, + -0.010192400336000008, + -0.01903542342399992, + -0.010784385815999982, + -0.005200951027200047, + -0.002328150511999989, + 0.014533825215999989, + 0.007865440576000029, + -0.025042890535999954, + -0.005855280768000005, + 0.010768292656000005, + -0.029557043135999994, + 0.02497473343199999, + 0.0059397922879999695, + 0.02985397081600005, + 0.034868211864000014, + -0.03436343556000003, + 0.022563571339200006, + 0.013530936152000026, + 0.006182852718399999, + 0.02533174106799999, + -0.023453127760000032, + -0.012310209543200052, + 0.023519454263999984, + -0.010153050279999989, + 0.015502481212800007, + 0.010150338703999973, + 0.0053944454240000125, + -0.0034366949536000007, + -0.005722000272000003, + 0.007498833936000044 + ] + ], + "std": [ + [ + 1.0036717936871953, + 1.0115164152393803, + 1.0267935868392655, + 1.0141719003383043, + 1.0034317001981041, + 0.9959239723426369, + 0.9939861987845015, + 1.0288633031133263, + 1.0043429776096469, + 0.9779096908533591, + 1.0249129338514036, + 1.0084484801657798, + 1.0020500717103944, + 1.026928437823279, + 1.009036128138247, + 1.0055555854598206, + 0.9775356004635903, + 1.0198250392925892, + 0.9777825735121067, + 0.9997432850888442, + 1.0057789366361842, + 1.0008832746108618, + 0.9887462327692325, + 0.9949832502604571, + 0.9939865250881332, + 0.9973380026834073, + 0.977390812504474, + 0.998438673003916, + 0.9765375704247188, + 1.0137678154638436, + 0.9930247910455883, + 1.0298745659129236, + 0.9839097409542001, + 0.991922743066992, + 1.0070087822831295, + 0.9876272290873123, + 1.0098641388551413, + 1.0215112956805443, + 1.0133094868761658, + 0.98802284916221 + ] + ] + }, + "width": 128, + "in_features": 40, + "out_features": 3, + "depth": 4, + "padding": 80, + "parameters": 16486, + "cert_evals": { + "36": 0.7928835153579712, + "72": 0.7344746589660645, + "108": 0.6485397815704346, + "255": 0.28768041729927063 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/waveform-noise/fold_1/result.json b/UCI_N4/ortho/runs/waveform-noise/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5ef8f3d4bba0d8cc54c367122935ebe46597b33b --- /dev/null +++ b/UCI_N4/ortho/runs/waveform-noise/fold_1/result.json @@ -0,0 +1,110 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.8617992177314211, + "test_acc": 0.845122360040228, + "train_size": 1250, + "val_size": 767, + "test_size": 2983, + "stats": { + "mean": [ + [ + 0.044322997631999955, + 0.029345537880000067, + -0.011366358759840026, + -0.0005867047360000063, + -0.006665745688000015, + -0.006024195060800007, + -0.013584043487999992, + -0.024554553948799986, + 0.01623729534400002, + -0.007884222439999988, + 0.0019230570479999735, + -0.02265010408799999, + 0.007417331240000002, + -0.002911046979200009, + 0.020059001183999964, + 0.01574975624800002, + 0.02813207348000001, + 0.004678202063999986, + 0.028763643272000018, + 0.018513851640000002, + 0.0358815304, + 0.028113823255999978, + -0.00718522141599999, + -0.006245005135999949, + 0.011452240719999996, + -0.039296166616000015, + 0.013289260721600025, + -0.003815815991999974, + -0.001233308884800033, + 0.0033645557719999956, + 0.02454588116, + 0.010769942833599997, + 0.008991375496000034, + -0.012577069439999996, + 0.051492131759200026, + 0.009570444000000011, + 0.022488379120000006, + -0.00477033891360003, + -0.009759721552000007, + 0.0046987019359999846 + ] + ], + "std": [ + [ + 0.9680395488640641, + 0.9731934131975439, + 1.0256129853497884, + 1.0016500605542749, + 0.9832741110357304, + 1.0155722609031699, + 1.0177266822426836, + 1.0012352994664209, + 1.0017870547556, + 0.9825996623950224, + 1.0116415424885532, + 1.0008713618877405, + 1.004966285943376, + 0.991554206326663, + 1.0098780435455994, + 1.0036202953348388, + 0.9885930770833588, + 1.000767817574134, + 0.9955550387843519, + 1.0082268705074462, + 0.9951019252067327, + 0.9944184018582543, + 1.0206633343240308, + 1.0149218534426545, + 0.9851575763005246, + 0.9922537027672286, + 1.0164765099719621, + 1.0106305279893444, + 1.006251693120508, + 0.9864167800458236, + 1.0043559273464866, + 0.9969845117753792, + 0.99621846666241, + 1.0281731534980536, + 0.9986967919798584, + 0.9696604033255324, + 0.9966142799032668, + 0.9849892430729312, + 1.0057643181118128, + 1.0029305279401282 + ] + ] + }, + "width": 128, + "in_features": 40, + "out_features": 3, + "depth": 4, + "padding": 80, + "parameters": 16486, + "cert_evals": { + "36": 0.7807576656341553, + "72": 0.7163929343223572, + "108": 0.6433120965957642, + "255": 0.23365740478038788 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/waveform-noise/fold_2/result.json b/UCI_N4/ortho/runs/waveform-noise/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9931bc512d35585930c0c96670e75b44dd6d1ba5 --- /dev/null +++ b/UCI_N4/ortho/runs/waveform-noise/fold_2/result.json @@ -0,0 +1,110 @@ +{ + "best_epoch": 50, + "best_val_acc": 0.8601108033240997, + "test_acc": 0.8553500660501981, + "train_size": 1250, + "val_size": 722, + "test_size": 3028, + "stats": { + "mean": [ + [ + 0.014308189376000027, + 0.028783297960000027, + 0.03795345253087996, + 0.013117279295999998, + 0.032089058063999955, + 0.012632187806400005, + 0.018484099464000054, + 0.009576141620799988, + 0.036987581783999995, + -0.006325697687999988, + -0.02381616588800001, + -0.008374505503999985, + -0.04596340019200004, + -0.03257486172959995, + -0.021728262640000023, + -0.019410886679999996, + -0.04224714851999999, + -0.02175625772000002, + -0.0017738945599999954, + 0.006572127119999979, + 0.015226716143999997, + -0.002422181303999986, + -0.025979705407999994, + 0.022093594352000027, + 0.03834592470399997, + -0.009863329287999975, + 0.020212545147199973, + 0.0037560529200000177, + 0.03646794663519996, + -0.018870360144, + -0.011957785879999988, + 0.016431144787999986, + 0.014396109119999995, + 0.008498349159999984, + 0.012689327942400006, + -0.00249464457599998, + -0.022068862224000004, + -0.0005122236512000032, + 0.008362260016000047, + -0.02581517636800003 + ] + ], + "std": [ + [ + 1.0188927880817935, + 0.9988893028885985, + 1.0203039986619837, + 1.0176161206264251, + 1.0298233594756412, + 1.032613885870231, + 1.0145448604818694, + 1.0020618139895976, + 0.9933894833504273, + 0.9801525816452665, + 0.9828864827428538, + 1.0084878782151452, + 1.0036037092630097, + 0.9753885414870564, + 1.015306973575768, + 0.9941278153766206, + 0.9825139145564932, + 0.9962329520442799, + 0.9688294278798073, + 0.98310050706914, + 0.9843726349902746, + 0.9830497457267643, + 1.019877833578896, + 1.0231451225251817, + 0.9901755816567956, + 0.9958326894928737, + 1.032928859241582, + 0.9924515511719896, + 0.9749189762682579, + 1.0285239667561281, + 1.002192158381019, + 0.9935329644391413, + 1.0052344609016668, + 1.0064075388331128, + 1.0160814777549847, + 0.9845645364365565, + 0.9925488055513885, + 1.0072044814714247, + 1.0303878632271122, + 0.9885231209627763 + ] + ] + }, + "width": 128, + "in_features": 40, + "out_features": 3, + "depth": 4, + "padding": 80, + "parameters": 16486, + "cert_evals": { + "36": 0.7998679280281067, + "72": 0.731836199760437, + "108": 0.6469616889953613, + "255": 0.2780713438987732 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/waveform-noise/fold_3/result.json b/UCI_N4/ortho/runs/waveform-noise/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f00900050e851bef13d5950eef077673a1b21893 --- /dev/null +++ b/UCI_N4/ortho/runs/waveform-noise/fold_3/result.json @@ -0,0 +1,110 @@ +{ + "best_epoch": 21, + "best_val_acc": 0.8635761589403973, + "test_acc": 0.8514190317195326, + "train_size": 1250, + "val_size": 755, + "test_size": 2995, + "stats": { + "mean": [ + [ + -0.036278040016000025, + 0.00810417363999999, + 0.0013843179736000206, + -0.0018023679760000122, + -0.005956154304000002, + 0.025961240582400028, + 0.010167898040000027, + 0.01906255140800001, + -0.02535409856000002, + 0.013357130255999999, + -0.007777053167999971, + 0.007395055352000006, + -0.009246732704000024, + 0.000417141663999981, + -0.012846879495999965, + -0.011422848472000015, + -0.02694291900799997, + -0.010714078007999981, + -0.017699573224000033, + 0.006549602159999982, + 0.02394824680000007, + -0.027398905735999915, + -0.006791929848000011, + 0.016008580479999996, + 0.04892266430400006, + 0.035720964879999914, + 0.03039491798320002, + 0.0066352822719999895, + -0.02569047550079999, + 0.01171173369999999, + 0.022736661080000005, + -0.02455200705200002, + 0.03534526224799999, + 0.039964129560000006, + 0.04194475229440003, + 0.012341044367999982, + 0.04449289257600006, + 0.05609793443199992, + 0.037631368336000094, + -0.0013801063520000427 + ] + ], + "std": [ + [ + 0.9967186390712067, + 1.0046232169850224, + 0.9740084152266493, + 0.9826095647211786, + 0.9807015091355339, + 0.9903924974929869, + 0.9994986310830332, + 0.999954070658992, + 1.0016268406564945, + 1.0082593311694388, + 1.0031753015138711, + 1.0033236672468044, + 0.987229114309021, + 1.0132234933998234, + 0.9873167353551544, + 0.983479654201213, + 1.011117373386074, + 1.0372041491820654, + 0.9890339764711912, + 0.9663488793448463, + 1.0078666660648328, + 0.9894244150573558, + 1.0015699231644122, + 1.0021673571075749, + 0.98850640710336, + 1.0232697675089457, + 1.0136787449302005, + 1.0052546165431762, + 0.9928535231583258, + 0.9947831559397796, + 0.9947379135130683, + 0.968921467398204, + 1.0158922450868932, + 0.9723954832645065, + 0.9861131949259808, + 1.0009190287109688, + 0.9931377428957798, + 1.0140326666524644, + 0.9958387641879904, + 0.9761305424003285 + ] + ] + }, + "width": 128, + "in_features": 40, + "out_features": 3, + "depth": 4, + "padding": 80, + "parameters": 16486, + "cert_evals": { + "36": 0.7966611385345459, + "72": 0.7298831343650818, + "108": 0.6510851383209229, + "255": 0.28848081827163696 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/waveform/fold_0/result.json b/UCI_N4/ortho/runs/waveform/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a6668f2ebbc9fafb7510715c0fe66130fd9e28dc --- /dev/null +++ b/UCI_N4/ortho/runs/waveform/fold_0/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 51, + "best_val_acc": 0.8812664907651715, + "test_acc": 0.8506016042780749, + "train_size": 1250, + "val_size": 758, + "test_size": 2992, + "stats": { + "mean": [ + [ + 0.020179633495999987, + 0.011963990736, + -0.033601846864, + -0.041786463160000016, + -0.03154164217599994, + -0.040098393640000014, + -0.043940430239999995, + -0.03151536300719995, + -0.036418570040000015, + 0.043107926798400066, + 0.03738288511999999, + -0.0024740305919999984, + 0.03243670563199995, + 0.011112976024000014, + 0.03951120671200011, + 0.0219850811552, + 0.028168458383999943, + 0.06235075759679998, + 0.020069774392, + 0.007039422583999985, + -0.02925996517600002 + ] + ], + "std": [ + [ + 0.9901799387654557, + 1.0306402386317552, + 0.9708771794256926, + 0.9608246419787663, + 1.0044852476869415, + 0.9877134023221446, + 0.9749943080882616, + 1.0123255354438774, + 0.986958011185208, + 1.0005937342506195, + 0.9789827068743525, + 1.0033150982759136, + 0.9538985981244916, + 1.006689675325801, + 0.9956488213117433, + 1.001823072865656, + 0.9921420818481883, + 0.9865005595269615, + 1.0350777753049674, + 1.0160784990711804, + 0.9870983405424562 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4668, + "cert_evals": { + "36": 0.8011363744735718, + "72": 0.751336932182312, + "108": 0.6905080080032349, + "255": 0.3706550896167755 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/waveform/fold_1/result.json b/UCI_N4/ortho/runs/waveform/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2de7cce42101efc21a192bc00e9ba469a483c1f3 --- /dev/null +++ b/UCI_N4/ortho/runs/waveform/fold_1/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.8773841961852861, + "test_acc": 0.8574270557029178, + "train_size": 1250, + "val_size": 734, + "test_size": 3016, + "stats": { + "mean": [ + [ + 0.010216515320000044, + -0.04063758078400007, + 0.025120129951999963, + -0.025077058975999964, + 0.003169892232000061, + -0.01685490820000002, + -0.011714589596800004, + -0.03299081049600003, + -0.01699664363999998, + -0.018953863726399994, + -0.010869116344000016, + 0.041914844448000185, + -0.01596277459040001, + 0.012558276106399974, + 0.026120965832000048, + 0.03314989547359999, + 0.03347167229600001, + 0.023257175787200043, + 0.017851450192000014, + -0.004257698511999955, + -0.04945521833600015 + ] + ], + "std": [ + [ + 1.0013552490719653, + 0.9855864106795154, + 0.9729457372221003, + 0.9924096158327768, + 1.0128588967374343, + 1.0016694374565032, + 1.0094886119500357, + 1.0100863354319733, + 1.0019192663797813, + 0.9946338222875807, + 0.999064791075417, + 1.0101141099838185, + 0.9759008425547311, + 1.0113866649689796, + 1.0124143691513183, + 1.0133948233035053, + 1.0110196515539809, + 1.0206255456252598, + 1.0155072750087655, + 0.9949826852691384, + 0.9838169172120375 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4668, + "cert_evals": { + "36": 0.8080238699913025, + "72": 0.7490053176879883, + "108": 0.6886604428291321, + "255": 0.345822274684906 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/waveform/fold_2/result.json b/UCI_N4/ortho/runs/waveform/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f75ee8dc3d20bb8466b747c9294ef6a400233f2a --- /dev/null +++ b/UCI_N4/ortho/runs/waveform/fold_2/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.8770053475935828, + "test_acc": 0.8730846102598268, + "train_size": 1250, + "val_size": 748, + "test_size": 3002, + "stats": { + "mean": [ + [ + 0.007048574136000094, + -0.015209897391999988, + 0.011429607696000007, + -0.03273079147199999, + -0.023185516656000008, + 0.003389837535999984, + 0.0013940158719999971, + -0.00547288197039998, + 0.006071109367999992, + 0.005879158908799994, + 0.032166854647999996, + 0.005692848927999994, + 0.022531058751999993, + 0.009790249777599982, + 0.0040757011359999935, + 0.030061611308799984, + 0.029284791384000003, + 0.02420849601600001, + 0.014083066104000005, + 0.02953013189600018, + -0.004491209880000014 + ] + ], + "std": [ + [ + 0.9996125618988059, + 0.9720078266135495, + 1.0135851933941078, + 1.0319065276512462, + 0.9931170056559575, + 0.9993639751369633, + 0.9853632660237902, + 0.9995807541677071, + 1.0238743231650074, + 0.9969840482557133, + 0.9979292933830571, + 1.0142743499688514, + 1.001427080201001, + 0.9998997970203162, + 1.0142762186668912, + 1.0117340691797234, + 1.0099181268245983, + 1.0006047030346061, + 0.9985746890321932, + 1.0069732844455408, + 1.0040803599543435 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4668, + "cert_evals": { + "36": 0.8197868466377258, + "72": 0.7588274478912354, + "108": 0.6848767399787903, + "255": 0.3664223849773407 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/waveform/fold_3/result.json b/UCI_N4/ortho/runs/waveform/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8d62203d121118f6fb37e922208eeb7eac5bef64 --- /dev/null +++ b/UCI_N4/ortho/runs/waveform/fold_3/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 45, + "best_val_acc": 0.8714090287277702, + "test_acc": 0.8631997350115932, + "train_size": 1250, + "val_size": 731, + "test_size": 3019, + "stats": { + "mean": [ + [ + -0.009131498528000003, + -0.0039044835359999803, + 0.07005067444800003, + -0.010843439071999996, + 0.006077575768000002, + -0.013402124615999992, + -0.0034755865247999887, + 0.0036035160240000075, + -0.0006721240640000021, + -0.006537375988799971, + -0.015753593288000012, + 0.013293681728000002, + -0.011138352720000024, + -0.025798392399999908, + 0.0029978399759999904, + 0.017920257033599982, + -0.008153607000000004, + 0.01568651420000006, + -0.051382837735999956, + 0.005123328096000027, + 0.025813726736000034 + ] + ], + "std": [ + [ + 1.0018392101812919, + 1.0020859314875776, + 1.0033561958769905, + 0.9975363296716959, + 0.9849899598871443, + 0.9756730653513883, + 0.993760630561838, + 0.9861757179284345, + 1.0000258312156731, + 1.0000825386418444, + 0.99177201535984, + 1.0234277089306048, + 1.0159176275153121, + 0.9839459155591159, + 0.9943404985027471, + 1.0116349239455822, + 1.0052044277000671, + 0.9841510621883656, + 1.0190638151002673, + 0.9952041186962591, + 1.0328002659610966 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 4668, + "cert_evals": { + "36": 0.8178204298019409, + "72": 0.7601854801177979, + "108": 0.697581946849823, + "255": 0.3994700014591217 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wine-quality-red/fold_0/result.json b/UCI_N4/ortho/runs/wine-quality-red/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..96db0a54137220cd37ea5eac22ed2acccda09e36 --- /dev/null +++ b/UCI_N4/ortho/runs/wine-quality-red/fold_0/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 46, + "best_val_acc": 0.4567901234567901, + "test_acc": 0.3922594142259414, + "train_size": 400, + "val_size": 243, + "test_size": 956, + "stats": { + "mean": [ + [ + -0.02693017225000001, + -0.010865180249999969, + 0.01090508905000014, + 0.028862860500000035, + -0.005716316749999986, + -0.0022627200000000882, + -0.008672537749999942, + 0.0023822675999998814, + 0.03910194012499996, + -0.003237799000000088, + -0.015897374500000026 + ] + ], + "std": [ + [ + 0.9743049425383958, + 1.0208202037213217, + 1.0045213439257272, + 1.0312615683961275, + 0.9360785088397681, + 1.0135085097778138, + 1.054760065228032, + 0.9991490231742983, + 0.9910168624962105, + 0.9560724374897602, + 1.0224479021869215 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 6, + "depth": 4, + "padding": 22, + "parameters": 1417, + "cert_evals": { + "36": 0.25627613067626953, + "72": 0.1684100329875946, + "108": 0.1171548068523407, + "255": 0.0010460250778123736 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wine-quality-red/fold_1/result.json b/UCI_N4/ortho/runs/wine-quality-red/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e9addef754eb51c08fb438f7950f689d4133ea2f --- /dev/null +++ b/UCI_N4/ortho/runs/wine-quality-red/fold_1/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 48, + "best_val_acc": 0.3855932203389831, + "test_acc": 0.40186915887850466, + "train_size": 400, + "val_size": 236, + "test_size": 963, + "stats": { + "mean": [ + [ + 0.013418094749999616, + -0.03892854174999997, + 0.03785578170000011, + 0.030990686500000093, + 0.03390959879999997, + -0.02747751350000006, + 0.024918823500000065, + -0.0024924809250000362, + -0.023241676749999992, + 0.00015447274999999162, + 0.017258733749999842 + ] + ], + "std": [ + [ + 1.0484699134032194, + 0.9803949233513032, + 1.0076892023564636, + 1.0290250752162338, + 1.1997081630921285, + 0.9489970021589998, + 1.0263878594773712, + 1.03076931004531, + 0.9684548723090626, + 0.9627052256819137, + 0.9972530011672733 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 6, + "depth": 4, + "padding": 22, + "parameters": 1417, + "cert_evals": { + "36": 0.29075807332992554, + "72": 0.20041537284851074, + "108": 0.10488058626651764, + "255": 0.007268951274454594 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wine-quality-red/fold_2/result.json b/UCI_N4/ortho/runs/wine-quality-red/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3bf43f7b962f1a4baebfcb5d422a988f1cacd1fa --- /dev/null +++ b/UCI_N4/ortho/runs/wine-quality-red/fold_2/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 95, + "best_val_acc": 0.41422594142259417, + "test_acc": 0.3333333333333333, + "train_size": 400, + "val_size": 239, + "test_size": 960, + "stats": { + "mean": [ + [ + -0.0013715520000001779, + -0.035088978500000055, + 0.06416455662500034, + -0.006156608600000014, + 0.0926046769, + -0.01361536200000002, + -0.007988503499999982, + 0.019787725674999798, + -0.030528630750000167, + 0.09543056175000009, + -0.01609288975000005 + ] + ], + "std": [ + [ + 0.9829420987934913, + 0.9707586864617593, + 1.0018786547407759, + 0.964170646447104, + 1.218209093004271, + 0.993770255551407, + 0.9825900214132555, + 0.9579306637091782, + 1.0278450401756267, + 1.103602348070479, + 1.019972708382203 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 6, + "depth": 4, + "padding": 22, + "parameters": 1417, + "cert_evals": { + "36": 0.21770834922790527, + "72": 0.1510416716337204, + "108": 0.08541667461395264, + "255": 0.0010416667209938169 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wine-quality-red/fold_3/result.json b/UCI_N4/ortho/runs/wine-quality-red/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..72931c83ca1e4f0ef8ce8d9c1ea9bb243791bab0 --- /dev/null +++ b/UCI_N4/ortho/runs/wine-quality-red/fold_3/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 26, + "best_val_acc": 0.3375, + "test_acc": 0.3315954118873827, + "train_size": 400, + "val_size": 240, + "test_size": 959, + "stats": { + "mean": [ + [ + -0.024919883000000052, + 0.11828172599999993, + -0.10639385059999999, + 0.09154341099999996, + -0.0404553217, + 0.02593951999999995, + -0.03595611450000001, + 0.029616401199999934, + 0.04752242037499988, + -0.06532982275000002, + -0.002994586000000021 + ] + ], + "std": [ + [ + 1.0557689652662066, + 1.036986432681799, + 0.9776537301766356, + 1.148436386560584, + 0.6942596510748834, + 1.0910930117650621, + 0.9332303748474275, + 0.9830858412290316, + 0.9796850899079309, + 0.8673250562614796, + 1.0016840683328132 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 6, + "depth": 4, + "padding": 22, + "parameters": 1417, + "cert_evals": { + "36": 0.1647549569606781, + "72": 0.04796663299202919, + "108": 0.010427528992295265, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wine-quality-white/fold_0/result.json b/UCI_N4/ortho/runs/wine-quality-white/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d6f3152bb9ac58f94cd9a68ed616f9ce7b48c3c4 --- /dev/null +++ b/UCI_N4/ortho/runs/wine-quality-white/fold_0/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 51, + "best_val_acc": 0.3578231292517007, + "test_acc": 0.32936372915957807, + "train_size": 1224, + "val_size": 735, + "test_size": 2939, + "stats": { + "mean": [ + [ + -0.0032048589052286994, + -0.028953991503268075, + -0.009521662091503368, + -0.033446381021241915, + -0.021216290767973777, + 0.0013643637254901876, + -0.019732506176470634, + -0.0385083221609477, + -0.012002372222222163, + -0.05735950201797371, + 0.02225335972222248 + ] + ], + "std": [ + [ + 1.023683347421332, + 0.9447226597106944, + 0.9620105291208404, + 0.9658980402573037, + 0.9263448142152314, + 0.9948440839445967, + 0.9740337269720393, + 0.9614465411758055, + 1.0172641404349574, + 0.9821399823923815, + 0.9957833992600652 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 7, + "depth": 4, + "padding": 22, + "parameters": 1440, + "cert_evals": { + "36": 0.21844163537025452, + "72": 0.11908812075853348, + "108": 0.04763524979352951, + "255": 0.008846546523272991 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wine-quality-white/fold_1/result.json b/UCI_N4/ortho/runs/wine-quality-white/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e274682dc96975142f7b47619f001ab3c6f21b1e --- /dev/null +++ b/UCI_N4/ortho/runs/wine-quality-white/fold_1/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 58, + "best_val_acc": 0.3576248313090418, + "test_acc": 0.3221957040572792, + "train_size": 1224, + "val_size": 741, + "test_size": 2933, + "stats": { + "mean": [ + [ + -0.017049376225490367, + 0.014491614133986936, + 0.008908331290849619, + 0.010737108415032604, + 0.04067164330065363, + 0.0329015589869281, + -0.002488432352941375, + 0.006007091343954325, + -0.021524885539215638, + 0.0011987277042483457, + -0.014868995751633802 + ] + ], + "std": [ + [ + 1.0062718660617844, + 0.9894618025720731, + 1.0916182332376316, + 0.9825566386411965, + 1.1470818763060382, + 1.0937605281552916, + 0.9895690762781538, + 0.9664685559760209, + 0.9624746400083976, + 0.9868208733792134, + 0.99380448190184 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 7, + "depth": 4, + "padding": 22, + "parameters": 1440, + "cert_evals": { + "36": 0.20013637840747833, + "72": 0.1271735429763794, + "108": 0.07500851899385452, + "255": 0.003750425996258855 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wine-quality-white/fold_2/result.json b/UCI_N4/ortho/runs/wine-quality-white/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9420d6e89eed74151f6ca94132dc222dafa31ba5 --- /dev/null +++ b/UCI_N4/ortho/runs/wine-quality-white/fold_2/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.35172413793103446, + "test_acc": 0.41234316717531366, + "train_size": 1224, + "val_size": 725, + "test_size": 2949, + "stats": { + "mean": [ + [ + -0.008771757843137384, + -0.004596860539215801, + 0.008705725245097917, + -0.034847791446078476, + -0.030826640032679757, + -0.01616954820261436, + -0.03943745302287589, + -0.040444966319444435, + 0.02927997336601328, + 0.006854076119281012, + 0.030744455310457264 + ] + ], + "std": [ + [ + 1.0204079506641692, + 1.0029139391565418, + 1.0078310341851806, + 0.9854918621954571, + 0.9449468354581222, + 0.957020515296538, + 0.954249288652687, + 0.976569994872353, + 0.9899815735473346, + 1.008692992013154, + 0.9893537338950328 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 7, + "depth": 4, + "padding": 22, + "parameters": 1440, + "cert_evals": { + "36": 0.20684978365898132, + "72": 0.06951509416103363, + "108": 0.01898948848247528, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wine-quality-white/fold_3/result.json b/UCI_N4/ortho/runs/wine-quality-white/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f0a37945431abce818d80e472fea45f367ded0be --- /dev/null +++ b/UCI_N4/ortho/runs/wine-quality-white/fold_3/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 62, + "best_val_acc": 0.35825105782792666, + "test_acc": 0.36559865092748733, + "train_size": 1224, + "val_size": 709, + "test_size": 2965, + "stats": { + "mean": [ + [ + -0.022035407434640455, + 0.006143019934640497, + -0.030651977777777773, + 0.024485125988562038, + -0.018449098774509846, + -0.0018301268790849984, + 0.008402089934640587, + 0.008618634501633892, + -0.035267637908496643, + 0.02360550346405227, + -0.013176123529411856 + ] + ], + "std": [ + [ + 1.0070335678428375, + 0.9660388185917548, + 0.9095987830657093, + 0.9927445013639002, + 0.8945149881344938, + 0.9537849826536657, + 1.0086544512672544, + 0.9850628871532389, + 0.9772491357585545, + 0.995730526664069, + 1.0046258178743335 + ] + ] + }, + "width": 32, + "in_features": 11, + "out_features": 7, + "depth": 4, + "padding": 22, + "parameters": 1440, + "cert_evals": { + "36": 0.2397976517677307, + "72": 0.14502529799938202, + "108": 0.08431703597307205, + "255": 0.0064080944284796715 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wine/fold_0/result.json b/UCI_N4/ortho/runs/wine/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4f41da9c25164876e0f2789fa1c43567987a4551 --- /dev/null +++ b/UCI_N4/ortho/runs/wine/fold_0/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 25, + "best_val_acc": 0.9411764705882353, + "test_acc": 0.96, + "train_size": 44, + "val_size": 34, + "test_size": 100, + "stats": { + "mean": [ + [ + -0.0032810681818182252, + -0.005479031818181848, + -0.08091575454545454, + 0.05187518272727261, + -0.06624296590909094, + -0.007079050000000028, + -0.06275028018181807, + -0.08246524999999992, + 0.05402081363636373, + 0.0044511772727273136, + -0.04690897272727282, + 0.09077693181818178, + -0.0044964045454545494 + ] + ], + "std": [ + [ + 0.9486079560461609, + 0.9748783430969256, + 0.9254167517337237, + 0.9617928120291063, + 0.8801585454960099, + 0.9897338243089531, + 0.9271822071946669, + 0.9702762446771567, + 0.9107960044629595, + 1.0952735150882602, + 0.9243353232179793, + 0.9887201896638538, + 0.9269494258065332 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 3, + "depth": 4, + "padding": 26, + "parameters": 1852, + "cert_evals": { + "36": 0.9199999570846558, + "72": 0.8199999928474426, + "108": 0.6899999976158142, + "255": 0.14999999105930328 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wine/fold_1/result.json b/UCI_N4/ortho/runs/wine/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3663fd8cd3c7b13917a8064ab12a1495b169ab29 --- /dev/null +++ b/UCI_N4/ortho/runs/wine/fold_1/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 14, + "best_val_acc": 0.9629629629629629, + "test_acc": 0.9626168224299065, + "train_size": 44, + "val_size": 27, + "test_size": 107, + "stats": { + "mean": [ + [ + 0.06530710454545458, + 0.007947954545454524, + -0.18861000681818177, + -0.06994299681818188, + -0.08852099545454545, + 0.06554911590909095, + 0.0228023237272727, + -0.08063868636363627, + 0.11120031590909094, + 0.1451315113636364, + 0.07976722954545465, + 0.05492483636363638, + -0.04130375068181816 + ] + ], + "std": [ + [ + 1.1054246265200351, + 1.022075699615381, + 1.0101337670617143, + 0.9836114927228263, + 1.0039715573451675, + 1.0160855472349155, + 1.00168059755674, + 0.942713932749028, + 1.1841316940042428, + 1.0673173131706486, + 1.0204335593229852, + 0.9474429014625287, + 0.9790698019551516 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 3, + "depth": 4, + "padding": 26, + "parameters": 1852, + "cert_evals": { + "36": 0.8971962332725525, + "72": 0.813084065914154, + "108": 0.5887850522994995, + "255": 0.037383176386356354 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wine/fold_2/result.json b/UCI_N4/ortho/runs/wine/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a58871789e8d4e650053d1757b9794f65220e347 --- /dev/null +++ b/UCI_N4/ortho/runs/wine/fold_2/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.896551724137931, + "test_acc": 0.8666666666666667, + "train_size": 44, + "val_size": 29, + "test_size": 105, + "stats": { + "mean": [ + [ + -0.0016014659090909378, + -0.2809373181818182, + -0.0013865818181818283, + -0.011415792727272868, + -0.005774513636363688, + 0.0034522068181817842, + -0.09596993699999999, + 0.061802877272727264, + -0.18700712727272728, + 0.003569234090909025, + 0.14042048863636367, + -0.033103909090909094, + -0.06411021136363641 + ] + ], + "std": [ + [ + 0.9298272868804931, + 0.8250056451408178, + 1.08551443258742, + 1.1391522997578776, + 1.162897463787286, + 0.9140439887115281, + 0.9166314532406474, + 1.013186331346434, + 0.9551870696183078, + 1.1440128298039551, + 1.0494592532907625, + 1.0314806625541306, + 0.958232402601652 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 3, + "depth": 4, + "padding": 26, + "parameters": 1852, + "cert_evals": { + "36": 0.7809523940086365, + "72": 0.7142857313156128, + "108": 0.6000000238418579, + "255": 0.2571428716182709 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/wine/fold_3/result.json b/UCI_N4/ortho/runs/wine/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bdbdb88a8eec3f0fb31430d73df1d0743ed531d9 --- /dev/null +++ b/UCI_N4/ortho/runs/wine/fold_3/result.json @@ -0,0 +1,56 @@ +{ + "best_epoch": 34, + "best_val_acc": 0.967741935483871, + "test_acc": 0.9320388349514563, + "train_size": 44, + "val_size": 31, + "test_size": 103, + "stats": { + "mean": [ + [ + -0.0007615090909091727, + 0.05596002272727269, + -0.07345953863636358, + -0.09784549954545461, + 0.008546922727272678, + 0.09278491795454552, + 0.0448726857272727, + 0.11476138181818184, + 0.09094955909090909, + 0.005921997727272779, + 0.16726700681818205, + 0.005308763636363668, + -0.08561718409090915 + ] + ], + "std": [ + [ + 1.007206359663615, + 0.8850705986397225, + 1.0706938375587134, + 0.8864652113978174, + 1.1440281408589326, + 0.9372647448943219, + 0.9191041363758027, + 0.9830875500627535, + 1.0190542547845243, + 0.9888966660536255, + 1.11752991456707, + 0.9731773531474354, + 0.8829161708393709 + ] + ] + }, + "width": 64, + "in_features": 13, + "out_features": 3, + "depth": 4, + "padding": 26, + "parameters": 1852, + "cert_evals": { + "36": 0.8640776872634888, + "72": 0.8058252334594727, + "108": 0.7184466123580933, + "255": 0.35922330617904663 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/yeast/fold_0/result.json b/UCI_N4/ortho/runs/yeast/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8899dd1e35d4b4e17952b8724a2403e528fd6a91 --- /dev/null +++ b/UCI_N4/ortho/runs/yeast/fold_0/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 82, + "best_val_acc": 0.5566037735849056, + "test_acc": 0.4938956714761376, + "train_size": 371, + "val_size": 212, + "test_size": 901, + "stats": { + "mean": [ + [ + -0.0680236417412399, + 0.0016312938814016407, + -0.008786120350404263, + -0.04364633274932616, + 0.013936777088948886, + 0.007389660377358629, + -0.024600268247978344, + 0.05087596307277619 + ] + ], + "std": [ + [ + 1.027205380998011, + 0.9953693200489844, + 0.9507124252634552, + 0.9691826685352211, + 1.0679577073315545, + 1.038674237448053, + 0.9068718437558525, + 1.1001821882054232 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 10, + "depth": 4, + "padding": 16, + "parameters": 861, + "cert_evals": { + "36": 0.413984477519989, + "72": 0.32186460494995117, + "108": 0.2530521750450134, + "255": 0.07214206457138062 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/yeast/fold_1/result.json b/UCI_N4/ortho/runs/yeast/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..408a2ee347dd1ff2b70184c7d23fa7125838f42e --- /dev/null +++ b/UCI_N4/ortho/runs/yeast/fold_1/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 74, + "best_val_acc": 0.5238095238095238, + "test_acc": 0.46938775510204084, + "train_size": 371, + "val_size": 231, + "test_size": 882, + "stats": { + "mean": [ + [ + 0.08549606216172505, + 0.03251707697035039, + 0.04905938702964963, + 0.04128734865229108, + -0.013936692183288498, + 0.036949762803234386, + -0.002681268247978456, + 0.005315634501347734 + ] + ], + "std": [ + [ + 0.9621845394333128, + 0.9690282797537528, + 0.9491603484155484, + 1.0401770820495524, + 0.9261376999963121, + 1.1814628524634447, + 0.9836755462977512, + 0.993812117132581 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 10, + "depth": 4, + "padding": 16, + "parameters": 861, + "cert_evals": { + "36": 0.3072562515735626, + "72": 0.22335600852966309, + "108": 0.1655328869819641, + "255": 0.030612245202064514 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/yeast/fold_2/result.json b/UCI_N4/ortho/runs/yeast/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7455e67057af7843613456e61aa5f1b25e6e2db9 --- /dev/null +++ b/UCI_N4/ortho/runs/yeast/fold_2/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 50, + "best_val_acc": 0.5207373271889401, + "test_acc": 0.5223214285714286, + "train_size": 371, + "val_size": 217, + "test_size": 896, + "stats": { + "mean": [ + [ + 0.004417079552560633, + -0.0405647886981132, + -0.038330890598382725, + -0.009830160646900232, + -0.013936692183288395, + 0.036949762803234296, + -0.01154207417789756, + 0.005568702156334372 + ] + ], + "std": [ + [ + 1.0326495870955454, + 0.9133440779524218, + 0.9914487013412665, + 0.9617359852499671, + 0.9261376999963089, + 1.181462852463445, + 0.873907032459684, + 0.9724601246460749 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 10, + "depth": 4, + "padding": 16, + "parameters": 861, + "cert_evals": { + "36": 0.4185267984867096, + "72": 0.3203125, + "108": 0.235491082072258, + "255": 0.0613839328289032 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/yeast/fold_3/result.json b/UCI_N4/ortho/runs/yeast/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a6b55833ab9b62ce5e0c7ae0323ae4eaac3b7ed5 --- /dev/null +++ b/UCI_N4/ortho/runs/yeast/fold_3/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 70, + "best_val_acc": 0.5246636771300448, + "test_acc": 0.5438202247191011, + "train_size": 371, + "val_size": 223, + "test_size": 890, + "stats": { + "mean": [ + [ + -0.01207341391913747, + -0.03099437134770888, + -0.004743151369272138, + 0.0033422831536388878, + 0.013936777088948926, + 0.007389660377358682, + -0.05258191859838276, + -0.01645215983827505 + ] + ], + "std": [ + [ + 1.002118550793497, + 0.9931572183782578, + 1.0350703782367132, + 0.9624293574797959, + 1.0679577073315536, + 1.0386742374480524, + 1.0723089145971894, + 0.9483399576263618 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 10, + "depth": 4, + "padding": 16, + "parameters": 861, + "cert_evals": { + "36": 0.4471910297870636, + "72": 0.3595505654811859, + "108": 0.2707865238189697, + "255": 0.059550561010837555 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/zoo/fold_0/result.json b/UCI_N4/ortho/runs/zoo/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c0814f3fe22f1b51c808dab2b31f6aa3c909c009 --- /dev/null +++ b/UCI_N4/ortho/runs/zoo/fold_0/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 28, + "best_val_acc": 0.9285714285714286, + "test_acc": 0.8709677419354839, + "train_size": 25, + "val_size": 14, + "test_size": 62, + "stats": { + "mean": [ + [ + 0.18968232000000004, + 0.004943600000000055, + -0.04877112000000002, + 0.06901168000000008, + 0.005554399999999982, + -0.24190180000000008, + 0.011100480000000044, + 0.07332431999999998, + 0.047367959999999966, + 0.1174986, + 0.002917720000000048, + -0.128498, + 0.05823499999999993, + 0.03965752000000001, + -0.025889279999999938, + 0.0890122 + ] + ], + "std": [ + [ + 1.005390221359596, + 0.9987632000000001, + 1.0021422025080997, + 1.0058025598467213, + 0.9984392123352528, + 0.8872886923159564, + 0.9937582269928686, + 0.97657824, + 0.9532010403686509, + 0.898886886807812, + 0.9995686698918299, + 0.864227081446769, + 0.8401435100754158, + 0.9719779957616784, + 0.9655601622370106, + 1.0025794726604769 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 7, + "depth": 4, + "padding": 32, + "parameters": 2890, + "cert_evals": { + "36": 0.8064515590667725, + "72": 0.7580645084381104, + "108": 0.6935483813285828, + "255": 0.30645161867141724 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/zoo/fold_1/result.json b/UCI_N4/ortho/runs/zoo/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..60661ab65a7027fd6aeb9bb0631861e738dfd0e4 --- /dev/null +++ b/UCI_N4/ortho/runs/zoo/fold_1/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 15, + "best_val_acc": 0.75, + "test_acc": 0.640625, + "train_size": 25, + "val_size": 12, + "test_size": 64, + "stats": { + "mean": [ + [ + 0.028691039999999952, + 0.004943600000000057, + -0.048771120000000036, + 0.06901168, + 0.005554399999999972, + 0.17360919999999994, + -0.06897883999999993, + -0.00805720000000001, + 0.0473679599999999, + -0.07865459999999999, + 0.0029177199999999947, + -0.022119, + 0.09757803999999994, + -0.051376560000000016, + -0.26359375999999995, + 0.24955340000000004 + ] + ], + "std": [ + [ + 0.9989246223251673, + 0.9987632000000002, + 1.0021422025080997, + 1.0058025598467215, + 0.998439212335253, + 1.0312711812638613, + 1.0001903862262094, + 0.9967159924605201, + 0.9532010403686509, + 1.047171532893174, + 0.9995686698918299, + 0.9749796397074146, + 1.045377756731086, + 1.02185501364051, + 0.5822546855736085, + 0.9961319493678737 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 7, + "depth": 4, + "padding": 32, + "parameters": 2890, + "cert_evals": { + "36": 0.625, + "72": 0.609375, + "108": 0.578125, + "255": 0.328125 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/zoo/fold_2/result.json b/UCI_N4/ortho/runs/zoo/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..298651022c7ef33d60270569a7c0e569314e0502 --- /dev/null +++ b/UCI_N4/ortho/runs/zoo/fold_2/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 52, + "best_val_acc": 0.8333333333333334, + "test_acc": 0.703125, + "train_size": 25, + "val_size": 12, + "test_size": 64, + "stats": { + "mean": [ + [ + 0.02869103999999997, + 0.004943600000000048, + -0.04877112000000006, + 0.06901168, + 0.005554399999999982, + 0.007404799999999972, + 0.011100480000000062, + 0.07332431999999998, + 0.04736795999999993, + 0.01942200000000002, + -0.14446064, + -0.022119000000000017, + 0.09757803999999996, + 0.03965751999999999, + -0.14474151999999998, + 0.08901219999999999 + ] + ], + "std": [ + [ + 0.9989246223251673, + 0.9987632000000001, + 1.0021422025080997, + 1.0058025598467215, + 0.9984392123352529, + 0.9972263999999998, + 0.9937582269928688, + 0.97657824, + 0.9532010403686509, + 0.980766, + 0.722003562256413, + 0.9749796397074147, + 1.045377756731086, + 0.9719779957616785, + 0.8060951109136004, + 1.0025794726604769 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 7, + "depth": 4, + "padding": 32, + "parameters": 2890, + "cert_evals": { + "36": 0.546875, + "72": 0.375, + "108": 0.328125, + "255": 0.0625 + } +} \ No newline at end of file diff --git a/UCI_N4/ortho/runs/zoo/fold_3/result.json b/UCI_N4/ortho/runs/zoo/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..47314c9e76eb7f4769c1386e4b01a2827c01fabc --- /dev/null +++ b/UCI_N4/ortho/runs/zoo/fold_3/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.8421052631578947, + "test_acc": 0.8245614035087719, + "train_size": 25, + "val_size": 19, + "test_size": 57, + "stats": { + "mean": [ + [ + 0.10918667999999991, + 0.004943600000000039, + -0.04877112000000009, + 0.06901168, + -0.087958, + -0.07569740000000007, + 0.011100480000000062, + 0.07332432000000001, + 0.04736795999999993, + 0.019421999999999984, + 0.29767443999999993, + -0.022119, + 0.05823475999999992, + 0.03965752, + -0.025889279999999938, + 0.08901219999999999 + ] + ], + "std": [ + [ + 1.0053902213595962, + 0.9987632, + 1.0021422025080997, + 1.0058025598467215, + 0.9351239999999998, + 0.9691298611116264, + 0.9937582269928686, + 0.97657824, + 0.9532010403686509, + 0.980766, + 1.3507449809969043, + 0.9749796397074147, + 1.007680466714654, + 0.9719779957616784, + 0.9655601622370106, + 1.0025794726604769 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 7, + "depth": 4, + "padding": 32, + "parameters": 2890, + "cert_evals": { + "36": 0.7368420958518982, + "72": 0.6666666865348816, + "108": 0.5438596606254578, + "255": 0.08771929889917374 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/abalone/fold_0/result.json b/UCI_N4/sandwich/runs/abalone/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..751032b58839cfe4507013f1fd54d6e706cda135 --- /dev/null +++ b/UCI_N4/sandwich/runs/abalone/fold_0/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 32, + "best_val_acc": 0.6285714285714286, + "test_acc": 0.6432281262485018, + "train_size": 1044, + "val_size": 630, + "test_size": 2503, + "stats": { + "mean": [ + [ + 0.03759131666666678, + -0.0067216787931033565, + -0.00504821235632188, + -0.010079406034482869, + 0.0077948497126437005, + -0.0035954527720305413, + 0.011847337255747069, + 0.020808682452107305 + ] + ], + "std": [ + [ + 0.9932562075552053, + 1.0067465043023525, + 0.9980809038500921, + 0.9297052233036605, + 1.0141436995589543, + 0.9931430828536596, + 1.017739933100054, + 1.0318462596531948 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 1558, + "cert_evals": { + "36": 0.5169796347618103, + "72": 0.41390329599380493, + "108": 0.33559727668762207, + "255": 0.18417897820472717 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/abalone/fold_1/result.json b/UCI_N4/sandwich/runs/abalone/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2d97aac8282730c137f46997ab8b1a418f29ada0 --- /dev/null +++ b/UCI_N4/sandwich/runs/abalone/fold_1/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 25, + "best_val_acc": 0.6496815286624203, + "test_acc": 0.6399201596806388, + "train_size": 1044, + "val_size": 628, + "test_size": 2505, + "stats": { + "mean": [ + [ + 0.005192849233716447, + -0.0023747756321838803, + -0.004999904980842867, + -0.01065197068965531, + -0.001757506036398443, + -0.0004581268045977247, + -0.008801511695402298, + -0.0025385303256705034 + ] + ], + "std": [ + [ + 0.9921988752896624, + 1.0113577078934743, + 1.0108378611135136, + 0.93746968476643, + 1.0135082046349184, + 1.0099861173658438, + 1.0142707677051552, + 1.019381711286177 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 1558, + "cert_evals": { + "36": 0.5041915774345398, + "72": 0.3924151659011841, + "108": 0.3221556842327118, + "255": 0.18283432722091675 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/abalone/fold_2/result.json b/UCI_N4/sandwich/runs/abalone/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..197ff4e2b0ecad2a907ff30670e54a2b2aff872f --- /dev/null +++ b/UCI_N4/sandwich/runs/abalone/fold_2/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 38, + "best_val_acc": 0.6988352745424293, + "test_acc": 0.6354660347551343, + "train_size": 1044, + "val_size": 601, + "test_size": 2532, + "stats": { + "mean": [ + [ + -0.017948929501915466, + 0.023985624319923418, + 0.023087170114942556, + 0.018317038026819783, + 0.02778346245977014, + 0.025539904827586328, + 0.018261344003831434, + 0.034770174578544095 + ] + ], + "std": [ + [ + 0.9978233519534647, + 1.0049712832060378, + 1.0100440980049294, + 0.9634042347353897, + 1.0033357823934823, + 1.0054816988393045, + 0.9890488354165379, + 1.0152622279378631 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 1558, + "cert_evals": { + "36": 0.51145339012146, + "72": 0.4012638330459595, + "108": 0.3151658773422241, + "255": 0.17338073253631592 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/abalone/fold_3/result.json b/UCI_N4/sandwich/runs/abalone/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b7ab493674bc676261a84e12facaa24072a1f75c --- /dev/null +++ b/UCI_N4/sandwich/runs/abalone/fold_3/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 68, + "best_val_acc": 0.6655683690280065, + "test_acc": 0.6468725257323832, + "train_size": 1044, + "val_size": 607, + "test_size": 2526, + "stats": { + "mean": [ + [ + -0.039933615229885006, + 0.033357397988505864, + 0.02810616465517236, + 0.015225409386973148, + 0.03982630053544057, + 0.03327093634674338, + 0.031858401652298855, + 0.04330609419540234 + ] + ], + "std": [ + [ + 1.000898664612302, + 1.0028361176421674, + 1.0029617333979737, + 0.9244955132147792, + 1.020547570022181, + 1.016662196023235, + 1.0053994226175234, + 1.025123395710352 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 1558, + "cert_evals": { + "36": 0.5118764638900757, + "72": 0.3986539840698242, + "108": 0.3107680082321167, + "255": 0.17735549807548523 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/acute-inflammation/fold_0/result.json b/UCI_N4/sandwich/runs/acute-inflammation/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..65538957ed19f14e78bea1f7b7275756be74e6b8 --- /dev/null +++ b/UCI_N4/sandwich/runs/acute-inflammation/fold_0/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 40, + "best_val_acc": 0.8125, + "test_acc": 0.7972972972972973, + "train_size": 30, + "val_size": 16, + "test_size": 74, + "stats": { + "mean": [ + [ + -0.029776199999999933, + 0.05815319999999998, + 0.03366299999999992, + -0.07041613333333337, + 0.0829954666666666, + 0.3029878333333334 + ] + ], + "std": [ + [ + 1.046299339147563, + 1.028676385077134, + 0.9895473157792913, + 1.0179845925601472, + 0.9937462864656396, + 1.0009348864350793 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 893, + "cert_evals": { + "36": 0.7027027010917664, + "72": 0.5405405759811401, + "108": 0.3243243396282196, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/acute-inflammation/fold_1/result.json b/UCI_N4/sandwich/runs/acute-inflammation/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..74a7e95284de7a5640742a156e35706db0fbbbd2 --- /dev/null +++ b/UCI_N4/sandwich/runs/acute-inflammation/fold_1/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 12, + "best_val_acc": 1.0, + "test_acc": 1.0, + "train_size": 30, + "val_size": 18, + "test_size": 72, + "stats": { + "mean": [ + [ + 0.2066000000000002, + 0.2132320000000001, + 0.16832333333333327, + -6.666666666858371e-07, + 0.08299546666666664, + -0.033663 + ] + ], + "std": [ + [ + 1.073465583913181, + 1.0965727109827237, + 0.9521923485684088, + 0.9958250796083059, + 0.9937462864656397, + 0.9895473157792911 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 893, + "cert_evals": { + "36": 1.0, + "72": 0.5, + "108": 0.347222238779068, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/acute-inflammation/fold_2/result.json b/UCI_N4/sandwich/runs/acute-inflammation/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7ffc97091873cda39dd3ecd814ea081c82d2ea13 --- /dev/null +++ b/UCI_N4/sandwich/runs/acute-inflammation/fold_2/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.8, + "test_acc": 0.8857142857142857, + "train_size": 30, + "val_size": 20, + "test_size": 70, + "stats": { + "mean": [ + [ + -0.06825569999999999, + -0.09692560000000008, + 0.10099316666666662, + 0.07041479999999994, + -0.11619693333333347, + 0.16832750000000007 + ] + ], + "std": [ + [ + 0.9390286569686838, + 0.9304728, + 0.9733809278809981, + 0.9680526182869189, + 0.9870693041144554, + 1.0099525000000003 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 893, + "cert_evals": { + "36": 0.8857142925262451, + "72": 0.5428571701049805, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/acute-inflammation/fold_3/result.json b/UCI_N4/sandwich/runs/acute-inflammation/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f7f83a51480c9beba2d11b05c64d60f671ba3bd0 --- /dev/null +++ b/UCI_N4/sandwich/runs/acute-inflammation/fold_3/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.9523809523809523, + "test_acc": 0.8985507246376812, + "train_size": 30, + "val_size": 21, + "test_size": 69, + "stats": { + "mean": [ + [ + 0.061842666666666594, + -0.01938619999999999, + -0.03366716666666666, + -0.14083160000000008, + -0.049799466666666695, + -0.3029836666666666 + ] + ], + "std": [ + [ + 0.9526045937382531, + 0.9838646893399317, + 1.000934886435079, + 1.0348917799997448, + 0.9937462864656396, + 0.8932355996217098 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 893, + "cert_evals": { + "36": 0.6376811861991882, + "72": 0.30434784293174744, + "108": 0.14492753148078918, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/acute-nephritis/fold_0/result.json b/UCI_N4/sandwich/runs/acute-nephritis/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c7a60f4886ef85f2c461b072ee19792cc1f9ee1f --- /dev/null +++ b/UCI_N4/sandwich/runs/acute-nephritis/fold_0/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 58, + "best_val_acc": 1.0, + "test_acc": 0.8082191780821918, + "train_size": 30, + "val_size": 17, + "test_size": 73, + "stats": { + "mean": [ + [ + -0.1415510333333333, + 0.21323200000000003, + -0.03366716666666671, + -6.666666667154431e-07, + 0.2821878666666666, + -0.1683233333333333 + ] + ], + "std": [ + [ + 1.0909027516263303, + 1.0965727109827237, + 1.0009348864350789, + 0.9958250796083059, + 0.9598970403996372, + 0.9521923485684088 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 893, + "cert_evals": { + "36": 0.767123281955719, + "72": 0.767123281955719, + "108": 0.6438356041908264, + "255": 0.12328767031431198 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/acute-nephritis/fold_1/result.json b/UCI_N4/sandwich/runs/acute-nephritis/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..61b04f75cb8c3f2ad27552914d451f5e1efeaa26 --- /dev/null +++ b/UCI_N4/sandwich/runs/acute-nephritis/fold_1/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 18, + "best_val_acc": 1.0, + "test_acc": 1.0, + "train_size": 30, + "val_size": 14, + "test_size": 76, + "stats": { + "mean": [ + [ + 0.012368109999999948, + -0.0969256, + 0.10099316666666665, + -0.21124706666666673, + -0.11619693333333339, + -0.033662999999999985 + ] + ], + "std": [ + [ + 0.9970611705313925, + 0.9304727999999999, + 0.9733809278809981, + 1.0468011683411809, + 0.9870693041144555, + 0.9895473157792911 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 893, + "cert_evals": { + "36": 1.0, + "72": 0.8026315569877625, + "108": 0.6315789222717285, + "255": 0.06578947603702545 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/acute-nephritis/fold_2/result.json b/UCI_N4/sandwich/runs/acute-nephritis/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..db282a06bfac627095ec7bdfbaf030179c092d59 --- /dev/null +++ b/UCI_N4/sandwich/runs/acute-nephritis/fold_2/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 39, + "best_val_acc": 1.0, + "test_acc": 0.9746835443037974, + "train_size": 30, + "val_size": 11, + "test_size": 79, + "stats": { + "mean": [ + [ + 0.03252466666666676, + 0.05815320000000001, + -0.10099733333333338, + -6.666666667154431e-07, + 0.1493929333333332, + -0.033662999999999985 + ] + ], + "std": [ + [ + 0.9744119491152714, + 1.0286763850771339, + 1.0077056618442157, + 0.9958250796083059, + 0.9870693041144553, + 0.9895473157792911 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 893, + "cert_evals": { + "36": 0.8987342119216919, + "72": 0.5696202516555786, + "108": 0.49367091059684753, + "255": 0.1139240562915802 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/acute-nephritis/fold_3/result.json b/UCI_N4/sandwich/runs/acute-nephritis/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4a885f484216a7f2f0ad8690643c864b40b0f784 --- /dev/null +++ b/UCI_N4/sandwich/runs/acute-nephritis/fold_3/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 29, + "best_val_acc": 1.0, + "test_acc": 1.0, + "train_size": 30, + "val_size": 19, + "test_size": 71, + "stats": { + "mean": [ + [ + -0.029776590000000006, + -0.01938619999999999, + -0.10099733333333341, + -6.666666667080416e-07, + 0.01659799999999996, + -0.10099316666666663 + ] + ], + "std": [ + [ + 1.0535901730675965, + 0.9838646893399317, + 1.0077056618442157, + 0.9958250796083058, + 0.995962, + 0.9733809278809978 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 2, + "depth": 4, + "padding": 12, + "parameters": 893, + "cert_evals": { + "36": 0.9014084339141846, + "72": 0.6197183132171631, + "108": 0.5492957830429077, + "255": 0.11267605423927307 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/adult/fold_0/result.json b/UCI_N4/sandwich/runs/adult/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5d25a2dc23e09061d495b1a3a45e09ed4cd2d469 --- /dev/null +++ b/UCI_N4/sandwich/runs/adult/fold_0/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.8293203291679366, + "test_acc": 0.8031847378745336, + "train_size": 16281, + "val_size": 6562, + "test_size": 25999, + "stats": { + "mean": [ + [ + 5.755174894932247e-09, + -1.5212824565593372e-07, + 1.9344708602300844e-08, + -5.868804126934776e-07, + 4.3847429484189405e-07, + -1.2794054493469234e-07, + -3.0931760979923667e-08, + 1.2424912468644162e-06, + 2.0428720567267194e-07, + -1.2898470607021481e-06, + 5.428255022845695e-07, + 2.9734045846837646e-07, + 9.031386283659057e-08, + 2.0421350090431894e-07 + ] + ], + "std": [ + [ + 0.999969279768083, + 0.9999691631254963, + 0.9999692601356567, + 0.9999684455490998, + 0.9999701766278255, + 0.9999695789931851, + 0.9999697101647755, + 0.9999695985584383, + 0.9999687129297181, + 0.999967689659048, + 0.9999708394490064, + 0.9999690163307019, + 0.9999694763882633, + 0.9999692067843523 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 4541, + "cert_evals": { + "36": 0.7424516677856445, + "72": 0.6781414747238159, + "108": 0.6161006093025208, + "255": 0.34032079577445984 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/adult/fold_1/result.json b/UCI_N4/sandwich/runs/adult/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d0e6de7b50bf569a1b5c9adbf2d4d024b922f242 --- /dev/null +++ b/UCI_N4/sandwich/runs/adult/fold_1/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 13, + "best_val_acc": 0.8173899755501223, + "test_acc": 0.8056270899796287, + "train_size": 16281, + "val_size": 6544, + "test_size": 26017, + "stats": { + "mean": [ + [ + 5.755174894932247e-09, + -1.5212824565593372e-07, + 1.9344708602300844e-08, + -5.868804126934776e-07, + 4.3847429484189405e-07, + -1.2794054493469234e-07, + -3.0931760979923667e-08, + 1.2424912468644162e-06, + 2.0428720567267194e-07, + -1.2898470607021481e-06, + 5.428255022845695e-07, + 2.9734045846837646e-07, + 9.031386283659057e-08, + 2.0421350090431894e-07 + ] + ], + "std": [ + [ + 0.999969279768083, + 0.9999691631254963, + 0.9999692601356567, + 0.9999684455490998, + 0.9999701766278255, + 0.9999695789931851, + 0.9999697101647755, + 0.9999695985584383, + 0.9999687129297181, + 0.999967689659048, + 0.9999708394490064, + 0.9999690163307019, + 0.9999694763882633, + 0.9999692067843523 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 4541, + "cert_evals": { + "36": 0.7474343776702881, + "72": 0.6853979825973511, + "108": 0.6234769225120544, + "255": 0.3583041727542877 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/adult/fold_2/result.json b/UCI_N4/sandwich/runs/adult/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7d5f055e4579afa0cc81cf6178fe90bd3789a5bb --- /dev/null +++ b/UCI_N4/sandwich/runs/adult/fold_2/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 31, + "best_val_acc": 0.8162729658792651, + "test_acc": 0.8053979451004447, + "train_size": 16281, + "val_size": 6477, + "test_size": 26084, + "stats": { + "mean": [ + [ + 5.755174894932247e-09, + -1.5212824565593372e-07, + 1.9344708602300844e-08, + -5.868804126934776e-07, + 4.3847429484189405e-07, + -1.2794054493469234e-07, + -3.0931760979923667e-08, + 1.2424912468644162e-06, + 2.0428720567267194e-07, + -1.2898470607021481e-06, + 5.428255022845695e-07, + 2.9734045846837646e-07, + 9.031386283659057e-08, + 2.0421350090431894e-07 + ] + ], + "std": [ + [ + 0.999969279768083, + 0.9999691631254963, + 0.9999692601356567, + 0.9999684455490998, + 0.9999701766278255, + 0.9999695789931851, + 0.9999697101647755, + 0.9999695985584383, + 0.9999687129297181, + 0.999967689659048, + 0.9999708394490064, + 0.9999690163307019, + 0.9999694763882633, + 0.9999692067843523 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 4541, + "cert_evals": { + "36": 0.7501533627510071, + "72": 0.6949854493141174, + "108": 0.6351786851882935, + "255": 0.38184329867362976 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/adult/fold_3/result.json b/UCI_N4/sandwich/runs/adult/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0aea2abbfecb5eb66762e9558f042c5c03812212 --- /dev/null +++ b/UCI_N4/sandwich/runs/adult/fold_3/result.json @@ -0,0 +1,58 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.8223096715604662, + "test_acc": 0.8056176311936503, + "train_size": 16281, + "val_size": 6607, + "test_size": 25954, + "stats": { + "mean": [ + [ + 5.755174894932247e-09, + -1.5212824565593372e-07, + 1.9344708602300844e-08, + -5.868804126934776e-07, + 4.3847429484189405e-07, + -1.2794054493469234e-07, + -3.0931760979923667e-08, + 1.2424912468644162e-06, + 2.0428720567267194e-07, + -1.2898470607021481e-06, + 5.428255022845695e-07, + 2.9734045846837646e-07, + 9.031386283659057e-08, + 2.0421350090431894e-07 + ] + ], + "std": [ + [ + 0.999969279768083, + 0.9999691631254963, + 0.9999692601356567, + 0.9999684455490998, + 0.9999701766278255, + 0.9999695789931851, + 0.9999697101647755, + 0.9999695985584383, + 0.9999687129297181, + 0.999967689659048, + 0.9999708394490064, + 0.9999690163307019, + 0.9999694763882633, + 0.9999692067843523 + ] + ] + }, + "width": 64, + "in_features": 14, + "out_features": 2, + "depth": 4, + "padding": 28, + "parameters": 4541, + "cert_evals": { + "36": 0.7413886189460754, + "72": 0.680550217628479, + "108": 0.615627646446228, + "255": 0.3420667350292206 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/annealing/fold_0/result.json b/UCI_N4/sandwich/runs/annealing/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..631d70e5336667aeb990f6f73bb7c59484bbb13a --- /dev/null +++ b/UCI_N4/sandwich/runs/annealing/fold_0/result.json @@ -0,0 +1,92 @@ +{ + "best_epoch": 27, + "best_val_acc": 0.8095238095238095, + "test_acc": 0.8047619047619048, + "train_size": 100, + "val_size": 168, + "test_size": 630, + "stats": { + "mean": [ + [ + 0.07222222999999978, + -0.345, + 4.33, + 12.0, + 0.14, + -0.17333315999999985, + -0.07800000000000064, + 29.2, + 0.09999999999999996, + -0.010000000000000224, + 0.3, + -0.010000000000000111, + -4.132729999999996e-16, + -0.11000000000000007, + -0.11999999999999993, + -0.12999999999999998, + -0.13, + -0.029999999999999773, + -1.847940000000002e-16, + -0.05999999999999975, + -1.626729999999999e-16, + -0.03999999999999998, + -0.010000000000000222, + -0.06000000000000002, + 0.1, + 1.3318299999999998, + 771.9469999999998, + 1183.75, + 0.009999999999999986, + -0.9466666699999999, + -1.5582099999999978e-17 + ] + ], + "std": [ + [ + 0.27504207913753365, + 0.41800119617053744, + 14.650634798533474, + 25.758493744782516, + 0.34698703145794935, + 0.2133331200000003, + 0.2543933961407015, + 110.08796482813175, + 0.29999999999999993, + 0.09949874371066192, + 0.47958315233127174, + 0.06557438524301994, + 1.0, + 0.31288975694324034, + 0.32496153618543855, + 0.3363034344160047, + 0.3363034344160045, + 0.17058722109231966, + 1.0, + 0.23748684174075815, + 1.0, + 0.19595917942265428, + 0.09949874371066192, + 0.2374868417407582, + 0.9949874371066199, + 0.9335979547428329, + 410.1759096911958, + 1742.0412703205398, + 0.09949874371066196, + 0.2436755226844934, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 31, + "out_features": 5, + "depth": 4, + "padding": 62, + "parameters": 21832, + "cert_evals": { + "36": 0.7841269969940186, + "72": 0.7587301731109619, + "108": 0.7222222089767456, + "255": 0.617460310459137 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/annealing/fold_1/result.json b/UCI_N4/sandwich/runs/annealing/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4fb1e0ab21de2075f843f40fd52ead87987a46a8 --- /dev/null +++ b/UCI_N4/sandwich/runs/annealing/fold_1/result.json @@ -0,0 +1,92 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.8074534161490683, + "test_acc": 0.7598116169544741, + "train_size": 100, + "val_size": 161, + "test_size": 637, + "stats": { + "mean": [ + [ + 0.07222222999999978, + -0.345, + 4.33, + 12.0, + 0.14, + -0.17333315999999985, + -0.07800000000000064, + 29.2, + 0.09999999999999996, + -0.010000000000000224, + 0.3, + -0.010000000000000111, + -4.132729999999996e-16, + -0.11000000000000007, + -0.11999999999999993, + -0.12999999999999998, + -0.13, + -0.029999999999999773, + -1.847940000000002e-16, + -0.05999999999999975, + -1.626729999999999e-16, + -0.03999999999999998, + -0.010000000000000222, + -0.06000000000000002, + 0.1, + 1.3318299999999998, + 771.9469999999998, + 1183.75, + 0.009999999999999986, + -0.9466666699999999, + -1.5582099999999978e-17 + ] + ], + "std": [ + [ + 0.27504207913753365, + 0.41800119617053744, + 14.650634798533474, + 25.758493744782516, + 0.34698703145794935, + 0.2133331200000003, + 0.2543933961407015, + 110.08796482813175, + 0.29999999999999993, + 0.09949874371066192, + 0.47958315233127174, + 0.06557438524301994, + 1.0, + 0.31288975694324034, + 0.32496153618543855, + 0.3363034344160047, + 0.3363034344160045, + 0.17058722109231966, + 1.0, + 0.23748684174075815, + 1.0, + 0.19595917942265428, + 0.09949874371066192, + 0.2374868417407582, + 0.9949874371066199, + 0.9335979547428329, + 410.1759096911958, + 1742.0412703205398, + 0.09949874371066196, + 0.2436755226844934, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 31, + "out_features": 5, + "depth": 4, + "padding": 62, + "parameters": 21832, + "cert_evals": { + "36": 0.7064364552497864, + "72": 0.668759822845459, + "108": 0.6483516693115234, + "255": 0.5792778730392456 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/annealing/fold_2/result.json b/UCI_N4/sandwich/runs/annealing/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9e908616fa49ac2240657e07042d8db8ce639e53 --- /dev/null +++ b/UCI_N4/sandwich/runs/annealing/fold_2/result.json @@ -0,0 +1,92 @@ +{ + "best_epoch": 30, + "best_val_acc": 0.8070175438596491, + "test_acc": 0.8197767145135566, + "train_size": 100, + "val_size": 171, + "test_size": 627, + "stats": { + "mean": [ + [ + 0.07222222999999978, + -0.345, + 4.33, + 12.0, + 0.14, + -0.17333315999999985, + -0.07800000000000064, + 29.2, + 0.09999999999999996, + -0.010000000000000224, + 0.3, + -0.010000000000000111, + -4.132729999999996e-16, + -0.11000000000000007, + -0.11999999999999993, + -0.12999999999999998, + -0.13, + -0.029999999999999773, + -1.847940000000002e-16, + -0.05999999999999975, + -1.626729999999999e-16, + -0.03999999999999998, + -0.010000000000000222, + -0.06000000000000002, + 0.1, + 1.3318299999999998, + 771.9469999999998, + 1183.75, + 0.009999999999999986, + -0.9466666699999999, + -1.5582099999999978e-17 + ] + ], + "std": [ + [ + 0.27504207913753365, + 0.41800119617053744, + 14.650634798533474, + 25.758493744782516, + 0.34698703145794935, + 0.2133331200000003, + 0.2543933961407015, + 110.08796482813175, + 0.29999999999999993, + 0.09949874371066192, + 0.47958315233127174, + 0.06557438524301994, + 1.0, + 0.31288975694324034, + 0.32496153618543855, + 0.3363034344160047, + 0.3363034344160045, + 0.17058722109231966, + 1.0, + 0.23748684174075815, + 1.0, + 0.19595917942265428, + 0.09949874371066192, + 0.2374868417407582, + 0.9949874371066199, + 0.9335979547428329, + 410.1759096911958, + 1742.0412703205398, + 0.09949874371066196, + 0.2436755226844934, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 31, + "out_features": 5, + "depth": 4, + "padding": 62, + "parameters": 21832, + "cert_evals": { + "36": 0.7926634550094604, + "72": 0.759170651435852, + "108": 0.7416267991065979, + "255": 0.6299840211868286 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/annealing/fold_3/result.json b/UCI_N4/sandwich/runs/annealing/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..63d59de7f6a9295e23ea40d1d956a0636fe0f8e9 --- /dev/null +++ b/UCI_N4/sandwich/runs/annealing/fold_3/result.json @@ -0,0 +1,92 @@ +{ + "best_epoch": 47, + "best_val_acc": 0.844311377245509, + "test_acc": 0.8082408874801902, + "train_size": 100, + "val_size": 167, + "test_size": 631, + "stats": { + "mean": [ + [ + 0.07222222999999978, + -0.345, + 4.33, + 12.0, + 0.14, + -0.17333315999999985, + -0.07800000000000064, + 29.2, + 0.09999999999999996, + -0.010000000000000224, + 0.3, + -0.010000000000000111, + -4.132729999999996e-16, + -0.11000000000000007, + -0.11999999999999993, + -0.12999999999999998, + -0.13, + -0.029999999999999773, + -1.847940000000002e-16, + -0.05999999999999975, + -1.626729999999999e-16, + -0.03999999999999998, + -0.010000000000000222, + -0.06000000000000002, + 0.1, + 1.3318299999999998, + 771.9469999999998, + 1183.75, + 0.009999999999999986, + -0.9466666699999999, + -1.5582099999999978e-17 + ] + ], + "std": [ + [ + 0.27504207913753365, + 0.41800119617053744, + 14.650634798533474, + 25.758493744782516, + 0.34698703145794935, + 0.2133331200000003, + 0.2543933961407015, + 110.08796482813175, + 0.29999999999999993, + 0.09949874371066192, + 0.47958315233127174, + 0.06557438524301994, + 1.0, + 0.31288975694324034, + 0.32496153618543855, + 0.3363034344160047, + 0.3363034344160045, + 0.17058722109231966, + 1.0, + 0.23748684174075815, + 1.0, + 0.19595917942265428, + 0.09949874371066192, + 0.2374868417407582, + 0.9949874371066199, + 0.9335979547428329, + 410.1759096911958, + 1742.0412703205398, + 0.09949874371066196, + 0.2436755226844934, + 1.0 + ] + ] + }, + "width": 128, + "in_features": 31, + "out_features": 5, + "depth": 4, + "padding": 62, + "parameters": 21832, + "cert_evals": { + "36": 0.7749603986740112, + "72": 0.7305864095687866, + "108": 0.6973058581352234, + "255": 0.6117274165153503 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/arrhythmia/fold_0/result.json b/UCI_N4/sandwich/runs/arrhythmia/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e29767c82e85830ac36bb7742ef9972071489df2 --- /dev/null +++ b/UCI_N4/sandwich/runs/arrhythmia/fold_0/result.json @@ -0,0 +1,554 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.6455696202531646, + "test_acc": 0.5769230769230769, + "train_size": 113, + "val_size": 79, + "test_size": 260, + "stats": { + "mean": [ + [ + -0.05548900442477873, + 0.17327679646017674, + -0.09933938283185836, + -0.022536060176991165, + -0.05529378318584072, + -0.02827017327433631, + -0.005964132743362813, + 0.04588333831858407, + -0.06835887191150443, + -0.01879734327433625, + 0.08708691123893805, + -0.010227719469026567, + -0.05324860619469024, + 0.03857876283185871, + -0.0029412946902654486, + -0.14624673451327397, + 0.0106677238938053, + -0.09994685221238946, + -2.2654867242673962e-07, + -0.10041930088495568, + 0.14110856637168184, + -0.02112876106194691, + -0.021128761061946916, + -0.06659289999999989, + -0.06659289999999989, + -0.09438650000000005, + -0.024449619469026587, + -0.006156723893805307, + -0.03655609734513271, + -0.06008078761061956, + -0.05587280000000011, + -0.1535461769911505, + -2.9203539835147346e-07, + 0.1454482212389377, + -0.04703600000000003, + -0.06659289999999989, + 0.0665928778761063, + -0.053692424778761245, + 0.10382045292035355, + -0.045959752212389356, + -0.039423744247787586, + -0.042264867256637376, + -0.0339906548672566, + -0.10218601769911498, + -0.04703600000000003, + 0.04783872566371683, + 0.14110856637168165, + -2.920353982139237e-07, + -0.1056450000000003, + -0.06659289999999989, + 0.039230692920353964, + -0.048857433628318604, + -0.0949235044247789, + -0.0951867699115044, + -0.04703600000000003, + -0.07884043362831854, + -0.021128761061946947, + 0.0665928778761063, + 0.0665928778761063, + 0.06659287787610634, + 0.0665928778761063, + 1.0619469034296467e-07, + -0.14459542477876128, + 0.10166875221238943, + -0.0007696849557522316, + 0.08089214159292042, + 0.024555884070796462, + -0.06704164601769926, + -0.04703600000000003, + 0.1411085663716821, + 0.02721671504424786, + -0.04703600000000003, + 0.008643274336283235, + -0.03328283893805306, + -0.08280126353982296, + -0.04353061946902624, + 0.022193132743362702, + -0.07879264601769921, + 0.06659287787610634, + 0.07170867256637195, + 0.1411085663716824, + -0.04703600000000003, + 0.14110856637168173, + -0.05805589380530971, + 0.08516874884955755, + 0.043014315044247776, + -0.002110141592920556, + -0.07482919999999994, + 0.027698871681415955, + -0.08165009999999992, + -0.0536924247787612, + 1.0619469030955972e-07, + -0.09438650000000005, + 0.06338747787610613, + -0.0901489026548673, + -0.04849817699115047, + 0.07722033628318585, + 0.026260424778761074, + 0.0738569911504426, + 0.04712901946902665, + 0.16431531858407084, + 0.09438671238938037, + 0.09438671238938054, + -0.0386190796460177, + -0.09438650000000005, + 1.0619469029580476e-07, + 0.06704106194690244, + 0.00271023008849546, + 0.04821953097345133, + -0.022629159292035374, + 0.24075912389380558, + 0.19588278672566428, + 0.10636762831858415, + 0.07170867256637167, + 0.0665928778761063, + -0.08165009999999992, + 1.0619469029580476e-07, + 0.24495034513274322, + -0.02112876106194717, + -0.03837423008849555, + 0.0792644690265486, + -0.010963192920353986, + -0.13985853097345086, + -0.06118739999999991, + -0.05918213274336283, + -0.06659289999999989, + 0.19309768141592948, + 0.0665928778761063, + -2.920353984064934e-07, + -0.08791879646017699, + -0.009588667256637163, + 0.039876742477876134, + -0.04371391504424787, + -0.09472733274336269, + -0.08165009999999992, + -0.04703600000000003, + -0.08165009999999992, + -0.059833336283185844, + -0.07838458407079653, + -0.015475274336283125, + -0.0805356, + -0.13698139380530983, + 0.14110856637168137, + -0.04703600000000003, + 0.0665928778761063, + -0.021128761061947016, + 0.017010241592920368, + 0.09822180530973434, + 0.005761375398230098, + 0.0322361946902655, + -0.034939104424778704, + 0.06566965486725665, + 0.061632838053097376, + 0.0004023300884955741, + 0.07045262681415927, + 0.028733457522123865, + 0.02147898230088495, + -0.05026543539823011, + 0.060225181415929224, + -0.07029714159292026, + 0.06618380000000008, + 0.011594984955752213, + 0.040387401769911555, + -0.0058615916814159065, + 0.04742410654867257, + -0.015766054867256643, + -0.062290848053097175, + -0.05214830601769914, + 0.04644970973451337, + -0.05739616814159293, + 0.05439313274336291, + -0.0036409858407079588, + -0.009598277876106183, + -0.011235967256637188, + -0.002634908849557516, + -0.005508535398230053, + -0.05590965752212387, + -0.06772527787610619, + 0.08251315044247781, + -0.08976234513274321, + 0.04703600000000003, + -0.04274165486725669, + -0.05909215752212393, + 0.027935999115044265, + -0.036451818017699096, + 0.03197787610619467, + 0.1596792035398229, + 0.0024668168141592844, + -0.015842806194690306, + 0.07878208849557493, + 0.006463776548672604, + 0.06462291946902653, + 0.025483634513274327, + 0.06707996637168136, + -0.07861038619469025, + -0.0949829097345134, + -0.08679084778761066, + 0.09411216159292037, + -0.061483929203539976, + -0.03750280353982299, + 0.024982454867256657, + 0.010920844247787605, + -0.036973680442477924, + -0.00325765690265486, + -0.06706977168141595, + 0.054682415929203546, + 0.07233616902654867, + 0.024967183185840673, + 0.0201886814159292, + 0.0625599000000001, + 0.016163015929203547, + -0.19404511061946894, + 0.1314095771681416, + -0.02607840336283184, + -0.07232390353982299, + 0.06542182300884967, + 0.09097714132743363, + -0.0490932584955752, + 0.17395115044247766, + -0.08915754336283198, + 0.005843493805309704, + -0.1311985026548673, + 0.0822022767256637, + -0.0316962311504425, + -0.15503262123893807, + 0.050416203539823005, + 0.012278147787610633, + 0.0764223432743363, + 0.20117684424778776, + -0.15312840973451328, + -0.006850403539823016, + -0.22191862300884949, + 0.1207021007964602, + -0.08917110283185833, + -0.07690047646017703, + 0.030319972566371638, + -0.1126870734513274, + 0.06241866831858403, + -0.1273596991150443, + 0.06213639999999999, + -0.07254762831858405, + -0.08504349999999997, + 0.034207636283185856, + -0.02238689532743362, + 0.10946240796460185, + 0.021622823008849552, + -0.1487953611504425, + 0.02685327893805308, + -0.04490421946902649, + -0.04955592035398229, + 0.06734868938053096, + -0.08363668734513273, + 0.022693176017699095, + 0.09933861353982294, + -0.00604589380530972, + -0.10963647433628322, + 0.03259297079646029, + -0.07945840000000003, + -0.007002541592920362, + 0.10658185398230094, + -0.0866022876106194, + 0.06365430106194689 + ] + ], + "std": [ + [ + 0.9732374444872444, + 0.9655808459932996, + 0.2507734231833244, + 0.85756632700396, + 0.9152499916483915, + 0.9319460220789437, + 0.9577523305438101, + 1.1527478213503135, + 0.9576681124104236, + 1.0097636409421697, + 0.9939501739346246, + 0.8077223719814682, + 0.9956881527950738, + 1.065832253077651, + 0.8648866626310105, + 0.7884428876814543, + 0.8846283104978594, + 1.0392968702844574, + 0.9547571784517959, + 0.830419971626617, + 1.9911349325902201, + 0.8944357999064113, + 0.8944357999064099, + 1.0, + 1.0, + 1.0, + 1.0288388455432311, + 1.0366372636701484, + 1.0104922342254585, + 0.6029602666961917, + 1.0, + 0.9119059418676891, + 0.9988936769842922, + 1.3401171108416883, + 1.0, + 1.0, + 1.409505785723462, + 0.7576328500006007, + 1.1142082921935355, + 1.100915710823559, + 0.9521761840451372, + 0.8352521125885086, + 0.7194469320515606, + 0.9886952789548065, + 1.0, + 1.111662684055426, + 1.9911349325902201, + 0.9988936769842919, + 1.0, + 1.0, + 0.9092993788613446, + 1.061138924056677, + 0.8860454459362529, + 0.77869888137794, + 1.0, + 0.9971658374137916, + 0.8944357999064098, + 1.4095057857234619, + 1.409505785723463, + 1.4095057857234636, + 1.4095057857234625, + 0.9988939483461562, + 0.8359429042688657, + 0.9455652546275832, + 1.047159553008427, + 1.2373317065584502, + 0.9367499049873408, + 0.7094990007768702, + 1.0, + 1.9911349325902201, + 1.152138074538977, + 1.0, + 1.076296523650441, + 1.0790204523971971, + 0.9278040585020654, + 0.6623289850929874, + 1.0736843273720698, + 1.059187675645061, + 1.4095057857234636, + 1.1978616378928757, + 1.9911349325902201, + 1.0, + 1.9911349325902201, + 0.9142231440920847, + 1.3486308966826843, + 0.9779239267203217, + 1.072217573812213, + 1.0, + 1.0670736267417575, + 1.0, + 0.7576328500006009, + 0.9988939483461562, + 1.0, + 1.2592635987036094, + 0.6360290623787335, + 0.8549033709264361, + 1.300841714365119, + 0.979322007928904, + 1.2296324368044147, + 1.3300447893255654, + 1.2339107860310472, + 1.4063287585864288, + 1.4063287585864277, + 0.817419899167048, + 1.0, + 0.9988939483461566, + 1.2178666747421332, + 0.9179155627028488, + 1.1674686384124506, + 0.937597875841375, + 1.9128860722576218, + 1.9849443701676805, + 1.2128492302504466, + 1.1978616378928766, + 1.409505785723462, + 1.0, + 0.9988939483461566, + 1.9776639067090993, + 0.8944357999064088, + 0.9089427774812973, + 1.1565813541259533, + 0.9312031818896745, + 0.37790291497240225, + 1.0, + 1.0103067336455187, + 1.0, + 1.612796005825811, + 1.4095057857234625, + 0.9988936769842919, + 0.9869575017654069, + 1.0625408223089012, + 0.8572543250334869, + 0.4626232154331089, + 0.8399894436428749, + 1.0, + 1.0, + 1.0, + 0.9949165069017805, + 0.9763809111647539, + 0.9886383527662114, + 1.0, + 0.8853802248708618, + 1.9911349325902201, + 1.0, + 1.4095057857234612, + 0.8944357999064094, + 0.8545082434186259, + 0.8796291945635648, + 0.9389113833926183, + 0.8861374760427413, + 0.39441056751713705, + 0.8648668783726172, + 0.9862191391833568, + 0.8481954658017612, + 0.9206020572467216, + 0.886517128434336, + 1.0192902215038742, + 0.956622629021229, + 0.8523688961466389, + 0.2992587051477164, + 1.0, + 0.8898404778961094, + 1.0071877733497892, + 0.950155747946548, + 1.0050918229648342, + 0.7815635141616576, + 0.9972744785704897, + 0.9594844360499902, + 0.9255046483391078, + 0.4876909595587591, + 0.5036861467715275, + 0.8566188861170654, + 0.7638467720219689, + 1.0032544884403838, + 1.0560420525550518, + 0.8986819691295396, + 0.9372189161919664, + 0.8101867430665612, + 0.8950623205358443, + 0.7725356624236849, + 1.0, + 0.872460731649835, + 1.045597205130584, + 0.881115812189619, + 0.9553256168269835, + 0.8848742890899297, + 0.5907365616618244, + 0.9525692591339604, + 0.9761188977078773, + 1.2163938242844157, + 0.9319895550002153, + 0.8335462617896103, + 0.9176414735582966, + 0.9775951517497435, + 0.8425042883529639, + 1.2598848541968266, + 0.949252647471748, + 0.838972165335258, + 0.23456841787874302, + 1.1642248030770597, + 0.8628119131177865, + 0.8751618803772816, + 0.9228296916565395, + 0.9809394578124714, + 0.5915262659968897, + 0.8563703331027254, + 1.223677024967222, + 0.9284798655045788, + 1.2965375076317172, + 1.0, + 0.9389878405072626, + 0.8540110671890598, + 1.316521539927867, + 1.4340416104694482, + 0.8735072262525767, + 0.676363014728904, + 1.1134658692256694, + 1.0134545560863548, + 1.7552329970203224, + 1.7155564074285294, + 0.873049365917997, + 1.030474558081803, + 1.0170344415415917, + 1.0766146909852692, + 0.7111765255105056, + 0.6923440560955865, + 1.0058025631570486, + 0.9240158601820535, + 1.9435205267323648, + 1.9899491083438348, + 0.8387690283436754, + 0.9708565551581373, + 0.8493149601758292, + 0.985055690803851, + 0.8279931417986857, + 0.9098729896957297, + 0.9370725829078755, + 0.8393620512490872, + 0.28080206241297245, + 1.0, + 0.8220194136548338, + 0.9761698379739507, + 0.7917031329595748, + 0.9270879739715543, + 0.847139011361557, + 1.0122054789755355, + 0.9745187015121873, + 0.8548335912371546, + 0.16972156566241, + 0.8245729285934237, + 1.06901211839648, + 0.8750748380574906, + 1.0605384058291198, + 0.814622435544981, + 1.1662691506968674, + 1.0027045465050628, + 0.707221379699125, + 1.0, + 0.8738904193642293, + 1.0307627522011051, + 0.9112504790758761, + 1.0340966211802813 + ] + ] + }, + "width": 512, + "in_features": 262, + "out_features": 13, + "depth": 4, + "padding": 524, + "parameters": 1520140, + "cert_evals": { + "36": 0.5538461804389954, + "72": 0.5269230604171753, + "108": 0.48461538553237915, + "255": 0.32307693362236023 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/arrhythmia/fold_1/result.json b/UCI_N4/sandwich/runs/arrhythmia/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9b50c458623cb6f0b95acd5f19f06587d74bb28e --- /dev/null +++ b/UCI_N4/sandwich/runs/arrhythmia/fold_1/result.json @@ -0,0 +1,554 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.5263157894736842, + "test_acc": 0.6205673758865248, + "train_size": 113, + "val_size": 57, + "test_size": 282, + "stats": { + "mean": [ + [ + -0.08236052831858409, + 0.04887446902654869, + 0.0825547600000001, + 0.07080902389380533, + 0.06969351327433632, + -0.02017880672566372, + 0.0033134920353982203, + -0.0904622607964602, + 0.0008566455575221136, + 0.05502761778761062, + 0.0029605046017698983, + 0.16618478141592918, + 0.10348846991150445, + -0.12880789292035386, + 0.001393306194690269, + -0.009972053097345045, + -0.13480514867256632, + 0.15853807787610613, + -0.022554120353982243, + -0.17088875221238942, + -0.04703600000000003, + -0.02112876106194702, + 0.14790371681415893, + 0.0665928778761063, + 0.0665928778761063, + 0.09438671238938028, + -0.033913831858407135, + -0.05746374070796462, + 0.020589044247787618, + -0.08296883185840712, + -0.016433217699115002, + -0.02482472566371683, + -0.13408300000000029, + -0.0661125929203539, + 0.14110856637168206, + 0.19977865575221251, + 0.06659287787610634, + 0.16107630088495584, + -0.04968823575221234, + 0.16085886725663703, + -0.040819525663716834, + -0.04226484955752222, + 0.03399069026548677, + 0.08868894690265484, + 0.14110856637168143, + 0.1435154159292037, + -0.04703600000000003, + -2.920353984457933e-07, + -0.02112876106194691, + 0.1997786557522125, + -0.14194291681415921, + 0.11196102831858407, + 0.0592675752212388, + 0.09347194690265491, + -0.04703600000000003, + 0.13773737168141595, + -0.1056450000000003, + -0.06659289999999989, + 0.0665928778761063, + -0.06659289999999989, + 0.0665928778761063, + 0.09438671238938029, + -0.09931298230088502, + -0.11574543716814155, + 0.19007244637168158, + 0.006741415929203616, + -0.17417296814159283, + -2.920353982846636e-07, + -0.04703600000000003, + -0.04703600000000003, + 0.027216715044247736, + 0.14110856637168231, + -0.00288054867256639, + 0.04904841858407081, + 0.02098572858407086, + -0.1192364601769909, + -0.0031704955752213143, + 0.01358514159292034, + -0.06659289999999989, + 0.014341504424779012, + -0.04703600000000003, + -0.04703600000000003, + -0.04703600000000003, + 0.07784732743362836, + 0.10888657327433629, + -0.1186584123893806, + -0.02180679646017706, + -0.07482919999999994, + 0.08863622212389385, + 0.13608353008849555, + 0.08948672566371674, + 1.0619469028597977e-07, + -0.09438650000000005, + -0.02112876106194696, + 0.09014838938053121, + -0.048498132743362864, + 0.05329288938053096, + 0.07878135752212394, + 0.006330884955752202, + 0.04712901946902665, + 0.11292442477876118, + -0.09438650000000005, + 0.09438671238938054, + -0.03861907964601756, + 1.0619469029580476e-07, + -0.09438650000000005, + 0.06704106194690229, + -0.07101396460177, + 0.11338092035398238, + 0.022629575221239016, + 0.15994504424778788, + 0.039176644247788044, + 0.11334270796460184, + -0.100392831858407, + 0.0665928778761063, + -0.08165009999999992, + 1.0619469028597977e-07, + 0.027216715044247736, + -0.0211287610619469, + 0.007675044247787407, + 0.017898353982300903, + 0.022447520353982425, + -0.10415006194690236, + -0.06118739999999991, + -0.031867106194690256, + 0.0665928778761063, + 0.0386198407079645, + -0.06659289999999989, + 0.06704106194690229, + 0.03697516814159319, + -0.044993100884955714, + -0.005112693362831841, + -0.08742769999999993, + -0.04059785840707965, + 0.027216715044247736, + 0.1411085663716819, + 0.13608353008849491, + 0.03589945132743362, + -0.0453806460176991, + 0.003572176991150533, + 0.05211161769911493, + -0.012922732743362846, + 0.1411085663716814, + -0.04703600000000003, + 0.1997786557522125, + 0.14790371681415954, + 0.14316932831858414, + 0.03571657522123903, + -0.10441322884955753, + -0.23222040176991168, + -0.03493910442477871, + 0.05546864601769913, + 0.12581869469026555, + -0.18030577079646018, + -0.07161228646017702, + -0.03718444513274338, + 0.013523787610619589, + 0.10059417451327425, + 0.01624747876106193, + 0.05021323893805318, + -0.05147623362831883, + 0.1827229362831858, + 0.0034618557522124397, + 0.05241511327433623, + 0.030558143362831823, + -0.19202160176991148, + 0.11133997495575228, + 0.12129543628318586, + 0.060097776106194795, + 0.11579815929203502, + -0.027196398230088462, + 0.17599128230088495, + -0.1195051539823009, + 0.18247482389380532, + 0.06219380353982303, + -0.09025506017699113, + 0.08350311504424779, + 0.1271729522123894, + -0.0951591353982304, + 0.10388311504424796, + 0.04703600000000003, + -0.14397143362831855, + -0.056712807079646044, + 0.11911974769911506, + 0.07255731355752211, + 0.17956833628318594, + 0.03657456283185836, + -0.12767188938053103, + -0.21526490619469008, + 0.019409734513274046, + -0.20038580796460184, + 0.13453505858407078, + -0.20150050008849554, + -0.10956924336283183, + -0.1755137388495575, + 0.07771356637168146, + 0.1258815132743363, + 0.05789021663716825, + 0.059674265486725525, + 0.04250356814159293, + 0.18101372743362842, + -0.08988732212389382, + 0.148077411681416, + 0.041530495575221225, + -0.07796867964601775, + -0.08606286725663721, + 0.216610610619469, + 0.09511035132743359, + -0.05938040707964593, + 0.0625599000000001, + -0.09312924070796465, + -0.07196051769911511, + 0.13021555911504423, + 0.10358608645132746, + -0.0039450442477876055, + 0.015811640707964647, + 0.042050546725663725, + -0.11399942584070796, + 0.01275024778761036, + -0.012157897345132696, + -0.07146561415929208, + -0.03644905008849562, + -0.0460240963716814, + -0.04567296300884947, + -0.0159320159292035, + -0.020865886725663647, + 0.006243656991150445, + -0.04104453495575228, + 0.04250217699115046, + 0.034307366371681414, + -0.11968876460176998, + -0.0937977030973451, + -0.007898124601769923, + -0.06254813724778759, + 0.027666705132743385, + -0.0678103380530974, + 0.0033648314159292177, + 0.014861656991150381, + -0.08490639823008855, + 0.06213639999999999, + 0.10985744247787621, + -0.1141806185840708, + -0.0051085477876106, + -0.07652198922123891, + 0.1186390026548673, + -0.006018964601769793, + -0.03378361716814159, + 0.011641800000000063, + -0.06094139999999994, + 0.1415026725663717, + -0.08340849911504429, + -0.021807159292035423, + -0.08355237141592924, + 0.10080485079646004, + -0.0028213893805309528, + -0.039560768141592914, + -0.03811751592920355, + 0.06180052389380527, + 0.08721472743362838, + -0.045456217699115044, + -0.04452998026548677, + -0.08741183716814158 + ] + ], + "std": [ + [ + 1.0288523625377175, + 0.9926765498781311, + 1.5821926864265932, + 1.2345480341843558, + 1.0919259987637373, + 0.8553411989728208, + 0.9770372253740158, + 1.0941619685910755, + 0.9070109264400832, + 1.1660151450666374, + 0.82811358045681, + 0.8585451804478106, + 0.9271539318095082, + 0.826139795075132, + 0.9407871254954377, + 1.1098127265333941, + 0.9673996715099642, + 1.0170784936919917, + 0.7160692020317576, + 0.8881539469849713, + 1.0, + 0.8944357999064094, + 1.5353137244867066, + 1.409505785723462, + 1.4095057857234625, + 1.4063287585864295, + 0.8810006273224485, + 0.9386543902953636, + 0.9544080465249254, + 0.605561339519823, + 0.41738930632162535, + 0.9435148318250272, + 1.0, + 0.7880462841530468, + 1.9911349325902201, + 1.9844233966366362, + 1.4095057857234636, + 1.494834216304884, + 0.8945327921343991, + 1.0465252306595956, + 0.9657902518204129, + 0.8818849232826983, + 1.01289922968906, + 0.9542609489006632, + 1.9911349325902201, + 1.303101066939662, + 1.0, + 0.9988936769842933, + 0.8944357999064099, + 1.9844233966366385, + 0.9721978598866062, + 0.9751070654641969, + 1.053405494669145, + 1.2277188687789828, + 1.0, + 0.9710532649972081, + 1.0, + 1.0, + 1.4095057857234625, + 1.0, + 1.409505785723463, + 1.4063287585864295, + 0.9944538524514821, + 1.0084398738408038, + 1.096956593110858, + 0.9848747659663566, + 1.0176485758563296, + 0.9988936769842915, + 1.0, + 1.0, + 1.1521380745389784, + 1.9911349325902201, + 0.8886796764360778, + 1.0626176220464763, + 0.9820129092696263, + 0.48071756015968203, + 0.8052609158630751, + 0.9014845427415126, + 1.0, + 1.0421263616247836, + 1.0, + 1.0, + 1.0, + 1.0603166366167238, + 1.3948018100222412, + 1.0002378777841179, + 1.0521891063258038, + 1.0, + 1.170667828978199, + 1.6220790112596297, + 1.3004892166096398, + 0.9988939483461562, + 1.0, + 0.8944357999064098, + 1.2549059943840741, + 0.9010506624821365, + 1.2640911636544077, + 0.947031285603356, + 0.991260918816901, + 1.3300447893255651, + 1.1497030038124454, + 1.0, + 1.4063287585864277, + 0.8174198991670485, + 0.9988939483461566, + 1.0, + 1.217866674742133, + 0.8282680988206665, + 1.073085103116072, + 0.9693454139903576, + 1.7234040703162494, + 1.1056144342459158, + 1.074119172644369, + 0.6071170412907283, + 1.409505785723462, + 1.0, + 0.9988939483461562, + 1.1521380745389787, + 0.8944357999064119, + 1.058370875443875, + 1.0846522644237848, + 1.0598613115637294, + 0.5613288969768316, + 1.0, + 1.077530223972941, + 1.4095057857234625, + 1.15083399388167, + 1.0, + 1.2178666747421318, + 1.0966395583377115, + 1.0389053330759344, + 1.0429545495698374, + 1.0, + 1.0244696199828591, + 1.152138074538978, + 1.9911349325902201, + 1.6220790112596353, + 1.1329428844818097, + 1.0304640926757396, + 1.0027828154445004, + 1.4038062005460157, + 1.0648539403871593, + 1.9911349325902201, + 1.0, + 1.9844233966366391, + 1.5353137244867094, + 0.6866407429573802, + 0.9470876233472572, + 0.8928451459276403, + 1.3503062413436946, + 0.39441056751713693, + 1.0739060999830787, + 0.8074286630470415, + 0.8622816943277237, + 0.9235511168325403, + 0.8884646840941383, + 0.9253177369109523, + 1.0067482855890655, + 0.8717444615689396, + 1.7004798113300974, + 1.2451967529281143, + 1.0189016467998342, + 0.9159576992318523, + 0.9716842292520014, + 0.8537203439878127, + 0.6934639134127168, + 0.6814900866218891, + 1.08628728041417, + 0.8695100152450093, + 1.7244969164094923, + 0.9957413253735008, + 0.886998298843266, + 1.0086098935045376, + 0.9474117590718318, + 0.9527864599550645, + 0.8622024829086022, + 0.928715896349544, + 1.165972778898159, + 1.1444020655792773, + 1.249832703644339, + 1.0, + 1.04414181114218, + 0.7888691092407913, + 0.8896110919230731, + 0.8385172959457787, + 0.6963004767756463, + 1.0524770129026086, + 0.8728215158868736, + 1.2422671085343606, + 1.0395955941659785, + 0.9729248895409327, + 0.942112878700215, + 0.9029124312015971, + 0.9945356002953412, + 0.9067257721352653, + 0.6559269963983796, + 1.0530222495928638, + 0.7742650861348659, + 1.7415209866320729, + 0.31751695199855035, + 0.9401556411866103, + 0.9925662855482592, + 0.9703437391049544, + 0.9315271035229352, + 0.76726349356305, + 1.113451820498087, + 1.5950728246019172, + 0.9108834606609704, + 0.6187680270209445, + 1.0, + 1.026218169309107, + 0.9226908311101232, + 1.3695879042350074, + 1.390915117042367, + 0.9165066682832561, + 1.0788295714407763, + 0.8648263176100378, + 0.9635758583333331, + 0.8878642706591297, + 0.9006687498171835, + 0.8634669309414519, + 1.0263681887473621, + 1.1035216758671196, + 0.9668823371087334, + 0.9093839574625667, + 1.2537251227686863, + 0.925393016008483, + 0.9198488449490679, + 0.9988290268424753, + 0.1771101235529094, + 1.05614751420039, + 0.9497863099739803, + 1.0994839009481026, + 0.92792429034674, + 0.9973731985207415, + 1.4008749618490997, + 0.9833759189369512, + 0.7900467121392818, + 0.5512800744398914, + 1.0, + 1.160435495736531, + 0.840523823247663, + 1.0569742675732663, + 0.8576934466322704, + 0.9349861286126709, + 0.8587290535040432, + 0.9574488028099564, + 0.8825111948837125, + 1.0, + 0.9946462418130932, + 0.8401625258336195, + 1.0609041780534152, + 0.8625411201961046, + 0.8578849236354916, + 0.9245113485505083, + 0.9397104471617286, + 0.949988633400937, + 1.4949439323664353, + 1.0752730715733643, + 0.854508526946672, + 1.0304209489391347, + 0.9286338973772724 + ] + ] + }, + "width": 512, + "in_features": 262, + "out_features": 13, + "depth": 4, + "padding": 524, + "parameters": 1520140, + "cert_evals": { + "36": 0.5992907881736755, + "72": 0.5815602540969849, + "108": 0.5531914830207825, + "255": 0.3758864998817444 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/arrhythmia/fold_2/result.json b/UCI_N4/sandwich/runs/arrhythmia/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c347885b0b009a224f77b0c253bec86f8db9d2a9 --- /dev/null +++ b/UCI_N4/sandwich/runs/arrhythmia/fold_2/result.json @@ -0,0 +1,554 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.6153846153846154, + "test_acc": 0.6204379562043796, + "train_size": 113, + "val_size": 65, + "test_size": 274, + "stats": { + "mean": [ + [ + 0.003089986725663709, + -0.004440814159291977, + 0.06255539469026555, + 0.0030673203539822954, + 0.001728016814159293, + 0.11026861433628313, + 0.017892446017699123, + -0.06960080176991157, + 0.039233834283185866, + 0.15144875398230093, + 0.006497817787610628, + -0.01399969203539821, + 0.12535314601769912, + 0.032636741592920446, + -0.04566848761061949, + -0.12298024778761062, + -0.000969959292035392, + 0.11890371504424775, + -0.09021629999999985, + -0.11451322123893802, + -0.04703600000000003, + 0.06338747787610569, + -0.1056450000000003, + -0.06659289999999989, + 0.0665928778761063, + -0.09438650000000005, + -0.04968765486725668, + 0.10877121769911505, + -0.018068128318584065, + -0.08296883185840709, + -0.05587280000000011, + -0.06895776106194693, + -2.920353983278935e-07, + -0.013222389380530894, + -0.04703600000000003, + 0.06659287787610632, + -0.06659289999999989, + -0.1252820000000002, + 0.010099320973451271, + 0.07353538053097344, + -0.007326469911504469, + -0.07684545132743385, + -0.0339906548672566, + 0.05784047787610613, + 0.14110856637168143, + 3.805309734868323e-07, + -0.04703600000000003, + -0.06704164601769919, + -0.02112876106194691, + -0.06659289999999989, + 0.15620863893805323, + -0.03053643008849556, + -0.18165605309734498, + -0.11233752212389378, + -0.04703600000000003, + -0.016779973451327427, + -0.021128761061946985, + -0.06659289999999989, + 0.0665928778761063, + -0.06659289999999989, + -0.06659289999999989, + -0.09438650000000005, + -0.00463133628318579, + -0.07507774690265485, + -0.0007694676106195044, + -0.08089127433628311, + -0.10792991415929203, + -2.9203539847723323e-07, + -0.04703600000000003, + -0.04703600000000003, + 0.027216715044247893, + -0.04703600000000003, + -0.02592799999999999, + 0.08057962389380531, + 0.024038425752212503, + -0.16465999999999992, + -0.07926050000000014, + -0.09237758407079648, + -0.06659289999999989, + -0.043025663716814114, + 0.14110856637168245, + 0.1411085663716826, + -0.04703600000000003, + -0.023750336283185847, + 0.03126479168141594, + 0.008899934513274312, + -0.02743449557522126, + 0.06331698053097352, + 0.05539779646017699, + 0.027216715044247736, + 0.017897150442477798, + 1.0619469029187476e-07, + 1.061946903233147e-07, + -0.02112876106194691, + -0.1502479999999999, + -0.016447008849557545, + -0.0054378495575221125, + 0.07474130442477876, + -0.07807693805309734, + -0.07854839999999999, + -0.008790955752212368, + 1.0619469031152472e-07, + 1.0619469029973474e-07, + 0.038619840707964564, + 1.061946903233147e-07, + 1.0619469035868464e-07, + -2.920353983829134e-07, + -0.06884565486725683, + -0.043006230088495565, + 0.13900964601769922, + -0.06902842477876096, + -0.06529410000000001, + -0.07149334513274326, + -0.043025663716814044, + -0.06659289999999989, + 0.02721671504424799, + 1.0619469029187476e-07, + -0.08165009999999992, + -0.1056450000000003, + -0.0844234336283186, + 0.045172380530973465, + 0.08091592477876108, + -0.08034439823008824, + -0.06118739999999991, + 0.009105318584070807, + 0.0665928778761063, + 0.03861984070796471, + -0.06659289999999989, + -2.920353983475435e-07, + -0.01561157522123892, + 0.034667146902654884, + 0.04805644646017698, + 0.07649909380531038, + 0.0778107902654868, + -0.08165009999999992, + -0.04703600000000003, + 0.027216715044247736, + 0.003988389380530976, + 0.07484829203539822, + 0.06071553097345137, + 0.014212502654867237, + 0.06978295752212389, + -0.04703600000000003, + -0.04703600000000003, + -0.06659289999999989, + -0.1056450000000003, + -0.05670110707964598, + 0.09375696460176995, + -0.16628776973451334, + -0.004178826548672555, + -0.07220739999999994, + -0.06694404424778763, + -0.06819787345132745, + -0.049705195575221274, + -0.11667001238938055, + -0.12676487345132748, + 0.06602797345132745, + 0.0027255099115044237, + 0.08367987168141594, + -0.07531826548672561, + 0.06618380000000008, + -0.05077870088495575, + -0.03939802035398229, + 0.0725209725663717, + 0.018818907079646008, + -0.0012129309734513318, + 0.08232463584070795, + 0.06279675221238941, + 0.05451436991150446, + -0.09364632743362859, + -0.013597840707964663, + -0.02791582300884959, + 0.02277181946902653, + 0.09624579256637165, + 0.10685669557522126, + 0.05720445840707966, + -0.11690305221238939, + -0.07600262831858408, + 0.20486032743362856, + -0.11598514159292016, + 0.04703600000000003, + 0.12372530088495573, + 0.07733639557522128, + 0.009731815840707961, + 0.06515634630088495, + -0.004099914159292028, + -0.062444362831858426, + -0.14432490088495575, + 0.010303688495575204, + -0.03996258407079658, + -0.01723771946902648, + -0.03748595911504427, + -0.09338390796460176, + -0.12455748761061945, + -0.07069998663716814, + 0.09306433097345132, + 0.05574491150442479, + 0.05271592371681417, + -0.10488400000000016, + 0.0725061, + -0.06092212743362833, + -0.021001579646017662, + 0.08582514876106195, + 0.05783091212389381, + 0.07796875840707959, + -0.0484065486725664, + -0.06359218141592915, + 0.12465353274336273, + -0.03740971681415926, + -0.006256027433628239, + 0.02847770973451326, + 0.03523589380530972, + -0.007258076106194675, + 0.029468245840707955, + 0.07720809823008848, + -0.029801646017699017, + -0.07590199938053097, + -0.0023667877876106243, + -0.06193052212389384, + 0.0729473, + -0.08944441592920359, + -0.008905622654867247, + -0.09599750318584069, + -0.11731536725663715, + 0.03799221946902657, + 0.04264000707964609, + -0.05476776486725663, + -0.08099349336283189, + -0.06403644955752204, + 0.0510427, + -0.1728837920353984, + 0.04379192212389381, + -0.08503633221238939, + -0.04843164778761059, + -0.013288855929203541, + 0.05900416725663712, + 0.01502987168141596, + -0.028499033982300897, + -0.06898648672566376, + 0.06213639999999999, + -0.020727761061946872, + 0.056635334513274314, + -0.009026141592920364, + 0.03156841769911506, + -0.12126076106194686, + 0.06353122123893817, + 0.031937667522123854, + 0.029336698938053133, + 0.12508993982300817, + -0.07582650442477877, + 0.006734969026548675, + 0.06509837044247789, + 0.03657155663716816, + -0.13086254787610632, + -0.01249529203539823, + 0.041217141592920364, + 0.050712616814159305, + 0.008828665486725618, + -0.04774530973451326, + -0.06531424955752214, + 0.08627439557522125, + 0.019008834867256633 + ] + ], + "std": [ + [ + 0.9244692810470073, + 0.9993356910018533, + 1.1547522998507793, + 0.9432810092169331, + 1.03584004279498, + 0.8753158130277445, + 1.0465755215467378, + 0.9102607240673849, + 1.023778543447583, + 0.9297280045159075, + 1.0069835198754635, + 0.9525566546794436, + 0.9399759480360307, + 0.9978150756585966, + 0.9862811329995884, + 0.9613244275752023, + 1.111865207612389, + 0.9715796850385696, + 1.0, + 1.0813226579822182, + 1.0, + 1.2592635987036094, + 1.0, + 1.0, + 1.4095057857234625, + 1.0, + 1.010538238524329, + 1.0722512669094082, + 1.0593646908068974, + 0.605561339519823, + 1.0, + 0.9556792785074675, + 0.9988936769842924, + 0.9607982608538026, + 1.0, + 1.4095057857234632, + 1.0, + 1.0, + 0.972373648410722, + 1.0584533172538098, + 1.0284056325027326, + 0.8751294762374062, + 0.7194469320515607, + 0.9753483226530357, + 1.9911349325902201, + 0.99889397212978, + 1.0, + 0.7094990007768706, + 0.8944357999064104, + 1.0, + 0.9004941973725803, + 1.0121581074927941, + 0.761525664661198, + 0.6638398438080123, + 1.0, + 1.0084273596642825, + 0.8944357999064123, + 1.0, + 1.4095057857234632, + 1.0, + 1.0, + 1.0, + 1.0674172345021198, + 1.0415595393603108, + 0.9952640371583976, + 0.7847375185646767, + 1.0253922671299165, + 0.9988936769842935, + 1.0, + 1.0, + 1.1521380745389769, + 1.0, + 0.9380600926852771, + 0.9688329579782285, + 1.0699750013871834, + 1.0, + 1.0, + 0.9022130416875166, + 1.0, + 0.8547515543653855, + 1.9911349325902201, + 1.9911349325902201, + 1.0, + 0.9833161542151768, + 0.9113836368578456, + 1.0154070458101938, + 0.8175726795277899, + 1.0291658658053822, + 1.0023879541161114, + 1.1521380745389784, + 1.0666606471785436, + 0.9988939483461562, + 0.9988939483461564, + 0.8944357999064111, + 1.0, + 1.0194849042181624, + 0.9377289254070391, + 0.9868393622488469, + 0.7115324821514019, + 1.0, + 0.9291878599599749, + 0.9988939483461571, + 0.9988939483461564, + 1.150833993881672, + 0.9988939483461564, + 0.9988939483461563, + 0.9988936769842928, + 0.8446756150368765, + 0.8840822390425243, + 0.879273891482901, + 0.356357040154056, + 1.0, + 0.8575361470050674, + 0.8547515543653872, + 1.0, + 1.1521380745389762, + 0.9988939483461562, + 1.0, + 1.0, + 0.7707096318942795, + 0.9479029615796615, + 0.8861435214681488, + 0.709392406059319, + 1.0, + 0.9648083778490988, + 1.4095057857234619, + 1.1508339938816696, + 1.0, + 0.9988936769842918, + 0.8265732991714976, + 1.0190844405952648, + 0.9459831021380053, + 1.7348381185160544, + 1.1517740759366022, + 1.0, + 1.0, + 1.152138074538978, + 0.912843060712004, + 1.1388119070973806, + 0.9915799039109703, + 1.002719667279991, + 1.085125621845705, + 1.0, + 1.0, + 1.0, + 1.0, + 1.5001714286910226, + 0.9966194693620798, + 0.9443805992812078, + 0.8655175815339226, + 1.0, + 0.7897012658620092, + 1.1164175335449071, + 1.264530190302258, + 0.8921583865445091, + 1.0648052330194941, + 0.8695758038727032, + 0.8660581580725691, + 0.8367831000825393, + 0.37197924168302665, + 1.0, + 0.9262178979224102, + 0.9242646117464632, + 0.973591105652927, + 0.9951600891998066, + 1.1111862475284577, + 0.6670563380647561, + 0.9442962334551489, + 0.990332316811185, + 0.480719441273429, + 1.223234975369157, + 0.940394811395897, + 0.9089632031900003, + 1.0458338698053655, + 0.9721165818563446, + 1.374767108546496, + 0.8594004341053223, + 0.7653673558229712, + 0.6670525311692612, + 0.645642563256581, + 1.0, + 0.891254315503885, + 1.0775980834755503, + 1.007431548670928, + 0.9530753484316439, + 1.4811962251096449, + 1.2176806384389702, + 0.9602107117788192, + 0.8795846242039457, + 1.1116750216535782, + 0.9501349187678776, + 1.0821885258200035, + 1.1407026156836266, + 0.9231893015164008, + 0.8990327480493145, + 0.6422405879838027, + 0.9092214790537131, + 0.9351958368508632, + 1.0, + 1.0, + 0.9288775753611616, + 0.8531876075690629, + 1.034017858801366, + 1.0285706599327553, + 1.5382840820664052, + 1.0793433921827003, + 0.7014984131399681, + 0.9478974831267535, + 0.8121083950620509, + 0.5317226069000799, + 0.877495299738119, + 1.105656776922663, + 0.9679617815757274, + 0.7155463726091819, + 1.108302722756925, + 1.0944778308312668, + 0.7749616919771513, + 0.8850563716056123, + 0.5693811287198752, + 1.0, + 0.9220528856937216, + 0.8553127512283658, + 0.9975197765961968, + 0.8796722204092665, + 1.1740947078133768, + 0.9516756586234943, + 0.9063555755946218, + 0.9537956983823893, + 0.21590336552059824, + 1.0, + 1.1291952185180558, + 1.0007499385498189, + 1.0111383561599954, + 0.9704983147288865, + 1.1385710361021162, + 0.7564588026775311, + 1.0046465692486821, + 0.9312841189336238, + 0.6375502285227569, + 1.0, + 0.829387189699574, + 1.0544363475675953, + 0.9771879250820691, + 1.0137760206245479, + 1.0423498864484522, + 0.43681029699877133, + 0.8991224001063718, + 0.8257144621838688, + 1.968770644943309, + 0.8856828178067617, + 1.0398871114616712, + 0.8345338516516961, + 0.9722595951185294, + 1.285772740124495, + 0.8915167876690523, + 0.8875667705363124, + 0.6453390579256484, + 0.9343424770462008, + 0.8887305596443167, + 1.0443061214405034, + 1.027608228431771, + 0.9189390661089004 + ] + ] + }, + "width": 512, + "in_features": 262, + "out_features": 13, + "depth": 4, + "padding": 524, + "parameters": 1520140, + "cert_evals": { + "36": 0.5985401272773743, + "72": 0.5875912308692932, + "108": 0.5729926824569702, + "255": 0.4124087691307068 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/arrhythmia/fold_3/result.json b/UCI_N4/sandwich/runs/arrhythmia/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..35dfab4a7fc9ad7de13e58d85657cc6f8872646a --- /dev/null +++ b/UCI_N4/sandwich/runs/arrhythmia/fold_3/result.json @@ -0,0 +1,554 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.6567164179104478, + "test_acc": 0.6029411764705882, + "train_size": 113, + "val_size": 67, + "test_size": 272, + "stats": { + "mean": [ + [ + 0.04070993805309734, + 0.11996151327433617, + -0.07505505699115043, + -0.053473368141592904, + -0.0023036168141593112, + -0.04386066761061949, + 0.1000648973451327, + 0.21898467610619468, + 0.0844638663362832, + -0.21027526176991146, + 0.08278053309734511, + 0.02691175840707965, + -0.10311968407079651, + -0.019989650442477833, + -0.029568291150442447, + 0.06979861946902657, + -0.09989179115044242, + -0.0017227557522123856, + -2.2654867243656462e-07, + 0.06518417699115044, + -0.04703600000000003, + -0.1056450000000003, + -0.1056450000000003, + 0.19977865575221251, + 0.0665928778761063, + 0.09438671238938035, + -0.10331811504424784, + -0.11287559292035391, + 0.1063068938053097, + 0.04291548672566383, + -0.05587280000000011, + -0.032180318584070916, + 0.06704106194690261, + -0.1718930000000004, + -0.04703600000000003, + 0.0665928778761063, + -0.06659289999999989, + 0.08948672566371665, + -0.025450121504424723, + -0.17311484513274336, + 0.07640526460176993, + 0.11526853982300869, + 0.1133023008849558, + -0.07326554867256642, + -0.04703600000000003, + 0.047838725663716816, + -0.04703600000000003, + 0.06704106194690251, + -0.02112876106194691, + -0.06659289999999989, + -0.013552253982300916, + -0.020357922123893812, + -0.027464973451327517, + -0.006002522123893788, + -0.04703600000000003, + -0.04337743362831858, + 0.14790371681415934, + 0.0665928778761063, + -0.06659289999999989, + 0.06659287787610634, + -0.06659289999999989, + 1.0619469029580476e-07, + 0.044767823008849614, + 0.08289923362831852, + -0.12235442831858409, + -0.11459614159292028, + 0.14790476371681416, + -2.9203539830824354e-07, + -0.04703600000000003, + 0.14110856637168223, + 0.027216715044247736, + -0.04703600000000003, + -0.055889752212389385, + -0.12962760265486717, + 0.10187851619469035, + -0.01324823008849549, + 0.022193132743362702, + -0.07879260176991155, + 0.0665928778761063, + 0.12907584070796485, + -0.04703600000000003, + -0.04703600000000003, + -0.04703600000000003, + -0.002639044247787606, + 0.054982569292035384, + 0.05932991150442477, + -0.06964141592920373, + -0.07482919999999994, + -0.033238396460177, + 0.13608353008849555, + 0.0894867256637167, + -0.09438650000000005, + -0.09438650000000005, + -0.1056450000000003, + 0.030049292035398203, + 0.0004219557522123656, + 0.04024157522123887, + 0.01212035575221241, + -0.06541580530973452, + -0.07854839999999999, + 0.02907596460176992, + -0.09438650000000005, + 0.09438671238938048, + -0.03861907964601766, + 1.0619469030366473e-07, + 1.0619469029580476e-07, + -0.0670416460176993, + -0.04499362831858416, + 0.0430065663716814, + 0.05495734513274337, + 0.025254761061947018, + -0.06529410000000001, + 0.06800543362831867, + -0.15775999999999976, + 0.0665928778761063, + -0.08165009999999992, + 1.0619469029580476e-07, + -0.08165009999999992, + -0.021128761061946954, + 0.0199548849557522, + -0.04005870796460183, + 0.07256339026548671, + 0.0029753097345135682, + 0.008741072566371728, + -0.12291731858407075, + 0.0665928778761063, + -0.03861907964601771, + 0.0665928778761063, + -2.9203539835933345e-07, + -0.15365226548672545, + -0.02139016460176988, + 0.03374174115044254, + -0.03278541946902662, + -0.16577226814159277, + 0.027216715044247785, + 0.14110856637168206, + -0.08165009999999992, + -0.17471278761061948, + -0.05009553982300891, + 0.10357247787610621, + 0.01421250265486715, + -0.16799606460176988, + 0.1411085663716814, + -0.04703600000000003, + 0.1997786557522125, + -0.02112876106194691, + 0.10064383539823014, + -0.09822227433628321, + 0.010812114336283181, + -0.0005969424778760985, + -0.034939104424778704, + -0.021039132743362887, + 0.1549942769911504, + -0.05473569823008849, + 0.09371048247787614, + 0.1284547699115043, + 0.08193819469026561, + -0.1894623433628318, + -0.03994628938053097, + 0.005021592920354035, + 0.06618380000000008, + 0.046780255752212445, + 0.12412912743362833, + -0.15687404504424782, + -0.04040450761061948, + 0.01819149026548674, + 0.047322232477876085, + -0.1316860601769911, + -0.08258592566371675, + 0.05638880530973452, + -0.10198681415929205, + 0.1290602176991152, + -0.03669845398230087, + -0.10499076469026546, + -0.12757559911504432, + -0.06652606637168137, + 0.05155422566371681, + 0.031605256637168136, + 0.0629123805309736, + 0.023197380530973564, + 0.04703600000000003, + -0.03599286283185842, + -0.1574473318584071, + 0.10887992823008849, + -0.053605181415929175, + -0.012299078761061958, + -0.05887616991150452, + 0.07308711769911504, + 0.09051549646017694, + -0.10846913274336303, + -0.15513741725663718, + 0.12073644318584073, + 0.05041307504424779, + 0.1529646697345132, + 0.0776218637168141, + 0.057565741592920404, + -0.17276489823008853, + -0.014984845840707986, + -0.04701723008849572, + -0.03750280353982299, + 0.06355189203539817, + 0.06636549999999998, + -0.1410115592035399, + -0.08766313362831851, + -0.09892783274336285, + -0.013420267079645989, + 0.09777304070796461, + 0.07535415840707965, + -0.10688448672566354, + 0.0625599000000001, + -0.011544922123893811, + -0.09627820707964604, + 0.08584640530973452, + 0.007022314424778771, + -0.05128431504424778, + -0.06365885663716808, + 0.02538907345132746, + 0.071253879380531, + -0.032786734513274456, + 0.0729473, + 0.04719471592920353, + 0.014598110265486715, + 0.026159213575221246, + 0.059101831504424836, + -0.07843545663716811, + 0.0003891433628318023, + 0.014624393274336253, + 0.03384382522123893, + -0.07310352920353969, + 0.0510427, + 0.14306325132743355, + -0.011243908849557487, + 0.02559352380530976, + 0.03617407230973455, + -0.012417333274336301, + -0.10102372743362834, + -0.09638603628318594, + 0.02360371292035396, + -0.0742930973451328, + -0.014339143362831862, + 0.03523714159292039, + 0.03915302300884953, + -0.08945827723893807, + -0.02228378656637163, + 0.10421852477876106, + 0.0697730088495576, + -0.12811908238938052, + -0.10229047238938055, + -0.048111653097345074, + 0.041196920353982314, + 0.10879424867256633, + -0.10693692778761064, + 0.02704163566371678, + 0.12719723849557518, + 0.1358370884955751, + -0.11345866194690264, + -0.11236356814159291, + 0.008828665486725625, + 0.04901849557522122, + 0.10906433185840712, + -0.12028646725663718, + 0.005514894867256633 + ] + ], + "std": [ + [ + 1.0502669179700934, + 0.9792224218294541, + 0.24305352147883325, + 1.043042266446498, + 1.0744571502175468, + 0.9508826739984755, + 0.9451555552883207, + 1.1810283789026603, + 1.0064552702700122, + 1.1190882010665817, + 0.9034793296608571, + 1.1336521923679663, + 0.9786491101919341, + 0.9206985848676537, + 0.8610889538505271, + 0.9619675032812017, + 0.9308084274399617, + 0.9863758024756076, + 0.9547571784517959, + 0.9496800506935921, + 1.0, + 1.0, + 1.0, + 1.9844233966366367, + 1.4095057857234627, + 1.40632875858643, + 0.892002130496044, + 1.0129634785032875, + 0.978487303853688, + 1.1394715296586964, + 1.0, + 1.0267988761241287, + 1.217866674742132, + 1.0, + 1.0, + 1.4095057857234627, + 1.0, + 1.30048921660964, + 1.101075351501756, + 0.9423320679555461, + 0.9745566669040967, + 1.0784150005489006, + 1.3072548131334407, + 1.020520797792866, + 1.0, + 1.1116626840554256, + 1.0, + 1.2178666747421323, + 0.8944357999064103, + 1.0, + 0.9763859814864452, + 0.9882312110151381, + 0.9941548135105892, + 1.0805382570058093, + 1.0, + 0.9455390825539804, + 1.5353137244867092, + 1.4095057857234619, + 1.0, + 1.4095057857234636, + 1.0, + 0.9988939483461567, + 0.9028116049768871, + 1.0263167291591377, + 0.9964436627027657, + 0.4280387316306564, + 1.0514551909197751, + 0.9988936769842915, + 1.0, + 1.9911349325902201, + 1.152138074538978, + 1.0, + 0.9644113662850948, + 0.9806946309645141, + 0.9930268680075975, + 0.8905664891946655, + 1.0736843273720693, + 1.0058668086951204, + 1.409505785723462, + 1.3330925209888196, + 1.0, + 1.0, + 1.0, + 1.0450036005861865, + 1.3244456183776097, + 0.932189980942975, + 0.9625014477361986, + 1.0, + 1.0074707737922228, + 1.62207901125963, + 1.3004892166096393, + 1.0, + 1.0, + 1.0, + 1.0917543201475843, + 1.0127130749629136, + 1.2877909824303606, + 0.9604994075919616, + 0.8657450013263874, + 1.0, + 1.0599660091906427, + 1.0, + 1.4063287585864277, + 0.8174198991670479, + 0.9988939483461567, + 0.9988939483461567, + 0.7094990007768708, + 0.8740833234525124, + 1.010657132912493, + 0.9328151962443406, + 1.3541564903516528, + 1.0, + 1.0437864539647888, + 1.0, + 1.409505785723462, + 1.0, + 0.9988939483461567, + 1.0, + 0.8944357999064098, + 1.2065791134004533, + 1.0500123468485083, + 0.9959504427215604, + 1.0958354145667224, + 0.7400533918928887, + 0.9943642075886404, + 1.4095057857234627, + 0.8174198991670482, + 1.4095057857234627, + 0.9988936769842922, + 0.9193790839730072, + 1.0436031910295362, + 0.9868834993023391, + 0.5782795414175284, + 0.9541173647907301, + 1.1521380745389775, + 1.9911349325902201, + 1.0, + 0.9325216486314452, + 1.0303184562115624, + 0.9698188611354921, + 1.0027196672799903, + 1.0327882823860284, + 1.9911349325902201, + 1.0, + 1.9844233966366391, + 0.8944357999064109, + 0.7112349595162911, + 1.0528496975740775, + 0.9693293962135208, + 1.098217436491506, + 0.39441056751713705, + 1.131185111941341, + 0.8933013668038887, + 0.8692841653701331, + 0.9535583303775852, + 0.9578421783922644, + 0.9351032690489206, + 0.9587912379925385, + 0.8874155629442673, + 0.7402206710271984, + 1.0, + 1.0688089329251667, + 0.997681462694144, + 0.9866601266296527, + 0.9496581319654654, + 0.9257831061652533, + 0.9073562336120353, + 0.9768579353882867, + 0.9602672008044747, + 0.7793988687883875, + 1.2643817992013762, + 0.8858997832358527, + 1.0783739453909889, + 0.9243425987503827, + 0.9894525958813807, + 0.8138319611992417, + 0.9527697944043735, + 1.1413505837251008, + 0.8792523651290115, + 1.0992317647014969, + 1.0, + 1.065433498566479, + 0.9150528093441637, + 1.0062463574228966, + 1.011250604668206, + 0.7913263564369651, + 0.9735543146496928, + 0.9610800849612564, + 0.9880567372837797, + 0.3866698577857632, + 0.9853949011817834, + 0.990227174214131, + 0.8869793376043191, + 1.0049463863071384, + 0.9992217219580515, + 0.9135057665522096, + 0.9794517412025064, + 0.8334338014885702, + 0.37518500497353446, + 1.1642248030770597, + 0.9506854878365382, + 1.1083600583283926, + 0.9361744720072924, + 1.0051395038183164, + 0.7234663786843327, + 1.1371317753211319, + 1.5356103741191347, + 0.8479920793399001, + 0.46656712729960265, + 1.0, + 1.0891589322731212, + 0.8545812844441173, + 1.3469557389840487, + 1.3298686360213214, + 0.8184103746992143, + 1.2426545134673366, + 0.9345647421429395, + 0.8739291157345797, + 0.7954155323258645, + 1.0, + 0.9396031266002715, + 0.8729340873197525, + 1.1022147706138496, + 0.9052007430680863, + 0.8002297286948205, + 1.1474637082252046, + 1.0050624674836923, + 0.8958786752659496, + 0.1199464140766847, + 1.0, + 0.9484606934407114, + 0.924743989986394, + 1.1045533858189263, + 0.9763355497679247, + 0.8775711016746042, + 1.4892483405130004, + 0.9479162196372228, + 0.824520740664537, + 0.48200134691826974, + 0.8093410764663572, + 1.0307538015892828, + 0.8557116942728363, + 0.9675781578595044, + 0.9316537658305905, + 0.961482671503125, + 0.9499524026348503, + 1.0156281171297905, + 0.9533815998673338, + 0.13577727875330386, + 1.0944930405696027, + 0.9984202119037168, + 1.0610893586418122, + 1.0416564535479678, + 0.953141207852886, + 0.9699518518482332, + 1.0661304370514315, + 0.9605383246803934, + 0.9343424770461999, + 1.1428421085341074, + 0.9995106529728873, + 1.0191031224939573, + 1.0275583030415119 + ] + ] + }, + "width": 512, + "in_features": 262, + "out_features": 13, + "depth": 4, + "padding": 524, + "parameters": 1520140, + "cert_evals": { + "36": 0.591911792755127, + "72": 0.5698529481887817, + "108": 0.5477941036224365, + "255": 0.39338234066963196 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/audiology-std/fold_0/result.json b/UCI_N4/sandwich/runs/audiology-std/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f123a9bce8955e2aed70e4327bcf9cf47271a066 --- /dev/null +++ b/UCI_N4/sandwich/runs/audiology-std/fold_0/result.json @@ -0,0 +1,148 @@ +{ + "best_epoch": 29, + "best_val_acc": 0.25806451612903225, + "test_acc": 0.38571428571428573, + "train_size": 25, + "val_size": 31, + "test_size": 140, + "stats": { + "mean": [ + [ + -1.7763568394002505e-17, + -8.399999999486596e-07, + 7.99999999756551e-08, + -1.2800000001833566e-06, + -3.6000000007696543e-07, + -8.799999999986596e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.000000002006402e-08, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 7.99999999756551e-08, + 0.0, + -3.199999999159431e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -3.3306690738754695e-17, + -3.999999999981796e-07, + 0.0, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.659739592076221e-17, + 0.0, + -8.659739592076221e-17, + 0.0, + 0.0, + 0.0, + -7.199999999940587e-07, + -4.800000000759752e-07, + 2.799999999325564e-07, + 0.0, + 2.220446049250313e-18, + 0.0, + -1.5999999996907377e-07, + 0.0, + -4.0000000006479297e-07, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9797958971132714, + 0.979795399156076, + 0.979796007645425, + 0.9797944438980055, + 0.979795825808005, + 0.9797970293219844, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132714, + 1.0, + 0.9797961795409461, + 0.979796007645425, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797960076454252, + 1.0, + 0.9797960772142222, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132711, + 0.9797952000000001, + 1.0, + 0.9797960076454251, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132709, + 1.0, + 0.9797958971132709, + 1.0, + 1.0, + 1.0, + 0.9797942770355633, + 0.9797949007791427, + 0.9797958854236333, + 1.0, + 0.979795897113271, + 1.0, + 0.9797957933341287, + 1.0, + 0.9797952, + 1.0, + 1.0 + ] + ] + }, + "width": 256, + "in_features": 59, + "out_features": 18, + "depth": 4, + "padding": 118, + "parameters": 79435, + "cert_evals": { + "36": 0.34285715222358704, + "72": 0.3142857253551483, + "108": 0.27142858505249023, + "255": 0.1071428582072258 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/audiology-std/fold_1/result.json b/UCI_N4/sandwich/runs/audiology-std/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6d7250a281220670df9f0bf6aaf2ddb183c25317 --- /dev/null +++ b/UCI_N4/sandwich/runs/audiology-std/fold_1/result.json @@ -0,0 +1,148 @@ +{ + "best_epoch": 13, + "best_val_acc": 0.48484848484848486, + "test_acc": 0.3333333333333333, + "train_size": 25, + "val_size": 33, + "test_size": 138, + "stats": { + "mean": [ + [ + -1.7763568394002505e-17, + -8.399999999486596e-07, + 7.99999999756551e-08, + -1.2800000001833566e-06, + -3.6000000007696543e-07, + -8.799999999986596e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.000000002006402e-08, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 7.99999999756551e-08, + 0.0, + -3.199999999159431e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -3.3306690738754695e-17, + -3.999999999981796e-07, + 0.0, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.659739592076221e-17, + 0.0, + -8.659739592076221e-17, + 0.0, + 0.0, + 0.0, + -7.199999999940587e-07, + -4.800000000759752e-07, + 2.799999999325564e-07, + 0.0, + 2.220446049250313e-18, + 0.0, + -1.5999999996907377e-07, + 0.0, + -4.0000000006479297e-07, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9797958971132714, + 0.979795399156076, + 0.979796007645425, + 0.9797944438980055, + 0.979795825808005, + 0.9797970293219844, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132714, + 1.0, + 0.9797961795409461, + 0.979796007645425, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797960076454252, + 1.0, + 0.9797960772142222, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132711, + 0.9797952000000001, + 1.0, + 0.9797960076454251, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132709, + 1.0, + 0.9797958971132709, + 1.0, + 1.0, + 1.0, + 0.9797942770355633, + 0.9797949007791427, + 0.9797958854236333, + 1.0, + 0.979795897113271, + 1.0, + 0.9797957933341287, + 1.0, + 0.9797952, + 1.0, + 1.0 + ] + ] + }, + "width": 256, + "in_features": 59, + "out_features": 18, + "depth": 4, + "padding": 118, + "parameters": 79435, + "cert_evals": { + "36": 0.3188405930995941, + "72": 0.26811593770980835, + "108": 0.239130437374115, + "255": 0.07246376574039459 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/audiology-std/fold_2/result.json b/UCI_N4/sandwich/runs/audiology-std/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4b372577a53e6ccea2fdb4c021a227c6f48e54f6 --- /dev/null +++ b/UCI_N4/sandwich/runs/audiology-std/fold_2/result.json @@ -0,0 +1,148 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.4, + "test_acc": 0.3698630136986301, + "train_size": 25, + "val_size": 25, + "test_size": 146, + "stats": { + "mean": [ + [ + -1.7763568394002505e-17, + -8.399999999486596e-07, + 7.99999999756551e-08, + -1.2800000001833566e-06, + -3.6000000007696543e-07, + -8.799999999986596e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.000000002006402e-08, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 7.99999999756551e-08, + 0.0, + -3.199999999159431e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -3.3306690738754695e-17, + -3.999999999981796e-07, + 0.0, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.659739592076221e-17, + 0.0, + -8.659739592076221e-17, + 0.0, + 0.0, + 0.0, + -7.199999999940587e-07, + -4.800000000759752e-07, + 2.799999999325564e-07, + 0.0, + 2.220446049250313e-18, + 0.0, + -1.5999999996907377e-07, + 0.0, + -4.0000000006479297e-07, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9797958971132714, + 0.979795399156076, + 0.979796007645425, + 0.9797944438980055, + 0.979795825808005, + 0.9797970293219844, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132714, + 1.0, + 0.9797961795409461, + 0.979796007645425, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797960076454252, + 1.0, + 0.9797960772142222, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132711, + 0.9797952000000001, + 1.0, + 0.9797960076454251, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132709, + 1.0, + 0.9797958971132709, + 1.0, + 1.0, + 1.0, + 0.9797942770355633, + 0.9797949007791427, + 0.9797958854236333, + 1.0, + 0.979795897113271, + 1.0, + 0.9797957933341287, + 1.0, + 0.9797952, + 1.0, + 1.0 + ] + ] + }, + "width": 256, + "in_features": 59, + "out_features": 18, + "depth": 4, + "padding": 118, + "parameters": 79435, + "cert_evals": { + "36": 0.34246575832366943, + "72": 0.3287671208381653, + "108": 0.27397260069847107, + "255": 0.06164383515715599 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/audiology-std/fold_3/result.json b/UCI_N4/sandwich/runs/audiology-std/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a6b04edadc0c3b705b5320614daa60552e4c311b --- /dev/null +++ b/UCI_N4/sandwich/runs/audiology-std/fold_3/result.json @@ -0,0 +1,148 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.4666666666666667, + "test_acc": 0.36879432624113473, + "train_size": 25, + "val_size": 30, + "test_size": 141, + "stats": { + "mean": [ + [ + -1.7763568394002505e-17, + -8.399999999486596e-07, + 7.99999999756551e-08, + -1.2800000001833566e-06, + -3.6000000007696543e-07, + -8.799999999986596e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.000000002006402e-08, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 7.99999999756551e-08, + 0.0, + -3.199999999159431e-07, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -3.3306690738754695e-17, + -3.999999999981796e-07, + 0.0, + 7.99999999756551e-08, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + -8.659739592076221e-17, + 0.0, + -8.659739592076221e-17, + 0.0, + 0.0, + 0.0, + -7.199999999940587e-07, + -4.800000000759752e-07, + 2.799999999325564e-07, + 0.0, + 2.220446049250313e-18, + 0.0, + -1.5999999996907377e-07, + 0.0, + -4.0000000006479297e-07, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.9797958971132714, + 0.979795399156076, + 0.979796007645425, + 0.9797944438980055, + 0.979795825808005, + 0.9797970293219844, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132714, + 1.0, + 0.9797961795409461, + 0.979796007645425, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797960076454252, + 1.0, + 0.9797960772142222, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132711, + 0.9797952000000001, + 1.0, + 0.9797960076454251, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797958971132709, + 1.0, + 0.9797958971132709, + 1.0, + 1.0, + 1.0, + 0.9797942770355633, + 0.9797949007791427, + 0.9797958854236333, + 1.0, + 0.979795897113271, + 1.0, + 0.9797957933341287, + 1.0, + 0.9797952, + 1.0, + 1.0 + ] + ] + }, + "width": 256, + "in_features": 59, + "out_features": 18, + "depth": 4, + "padding": 118, + "parameters": 79435, + "cert_evals": { + "36": 0.3191489279270172, + "72": 0.27659574151039124, + "108": 0.24113474786281586, + "255": 0.09219858050346375 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/balance-scale/fold_0/result.json b/UCI_N4/sandwich/runs/balance-scale/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ba992f67ded75828da6151a9f51e3e782c521f89 --- /dev/null +++ b/UCI_N4/sandwich/runs/balance-scale/fold_0/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 11, + "best_val_acc": 0.7590361445783133, + "test_acc": 0.7072538860103627, + "train_size": 156, + "val_size": 83, + "test_size": 386, + "stats": { + "mean": [ + [ + 0.05887832692307693, + -2.5641025661690044e-08, + 0.09964028205128199, + -0.09058207692307692 + ] + ], + "std": [ + [ + 0.9464310236223092, + 0.9765235538802873, + 0.9974316897506468, + 1.0391308031314608 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 636, + "cert_evals": { + "36": 0.5051813125610352, + "72": 0.303108811378479, + "108": 0.2046632021665573, + "255": 0.06735751032829285 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/balance-scale/fold_1/result.json b/UCI_N4/sandwich/runs/balance-scale/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..22a196f876f871993cd36cee7e4d6b0bba2fe11d --- /dev/null +++ b/UCI_N4/sandwich/runs/balance-scale/fold_1/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.8556701030927835, + "test_acc": 0.8333333333333334, + "train_size": 156, + "val_size": 97, + "test_size": 372, + "stats": { + "mean": [ + [ + 0.09511109615384612, + -3.416070845000482e-17, + 0.00905823076923074, + 0.08152388461538454 + ] + ], + "std": [ + [ + 1.0090351712085057, + 1.0055834762270852, + 0.9532661180714023, + 1.002273371607005 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 636, + "cert_evals": { + "36": 0.6962365508079529, + "72": 0.5403226017951965, + "108": 0.40860214829444885, + "255": 0.05645161122083664 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/balance-scale/fold_2/result.json b/UCI_N4/sandwich/runs/balance-scale/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9e071f32a4422db25e3017c6624e9e5d94763d0b --- /dev/null +++ b/UCI_N4/sandwich/runs/balance-scale/fold_2/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.7419354838709677, + "test_acc": 0.6808510638297872, + "train_size": 156, + "val_size": 93, + "test_size": 376, + "stats": { + "mean": [ + [ + -0.00452913461538464, + 0.06340748717948716, + -1.2820512825151571e-08, + 0.09964030769230771 + ] + ], + "std": [ + [ + 0.9879158233594086, + 0.9907460042778667, + 1.027617579941566, + 0.9614936385801037 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 636, + "cert_evals": { + "36": 0.539893627166748, + "72": 0.4414893388748169, + "108": 0.3404255211353302, + "255": 0.04787233844399452 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/balance-scale/fold_3/result.json b/UCI_N4/sandwich/runs/balance-scale/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c8d122bec462903b183a1d6f5a62a1aea4e0ed4f --- /dev/null +++ b/UCI_N4/sandwich/runs/balance-scale/fold_3/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 43, + "best_val_acc": 0.7934782608695652, + "test_acc": 0.8116710875331565, + "train_size": 156, + "val_size": 92, + "test_size": 377, + "stats": { + "mean": [ + [ + 0.05434929487179499, + -0.08605298076923085, + 0.06793655769230768, + -0.16757685256410257 + ] + ], + "std": [ + [ + 1.0569029867956488, + 1.0161657906649941, + 0.9625917447832895, + 0.9469510608150327 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 3, + "depth": 4, + "padding": 10, + "parameters": 636, + "cert_evals": { + "36": 0.673740029335022, + "72": 0.5517241358757019, + "108": 0.4111405909061432, + "255": 0.09814323484897614 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/balloons/fold_0/result.json b/UCI_N4/sandwich/runs/balloons/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a60c405d7dd71a35ed1bba9cb02896247dac5b06 --- /dev/null +++ b/UCI_N4/sandwich/runs/balloons/fold_0/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5, + "test_acc": 0.5, + "train_size": 4, + "val_size": 4, + "test_size": 8, + "stats": { + "mean": [ + [ + 0.0, + 0.0, + -0.968246, + 0.0 + ] + ], + "std": [ + [ + 0.968246, + 0.968246, + 1.0, + 0.968246 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 625, + "cert_evals": { + "36": 0.5, + "72": 0.5, + "108": 0.25, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/balloons/fold_1/result.json b/UCI_N4/sandwich/runs/balloons/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1193856b1a140378db7fb5e74ede306e8527ba23 --- /dev/null +++ b/UCI_N4/sandwich/runs/balloons/fold_1/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 13, + "best_val_acc": 1.0, + "test_acc": 0.6, + "train_size": 4, + "val_size": 2, + "test_size": 10, + "stats": { + "mean": [ + [ + -0.484123, + 0.484123, + 0.0, + 0.0 + ] + ], + "std": [ + [ + 0.8385256331126676, + 0.8385256331126676, + 0.968246, + 0.968246 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 625, + "cert_evals": { + "36": 0.5, + "72": 0.30000001192092896, + "108": 0.20000000298023224, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/balloons/fold_2/result.json b/UCI_N4/sandwich/runs/balloons/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..eb3971106de8653404143d9979161d5aee245ca0 --- /dev/null +++ b/UCI_N4/sandwich/runs/balloons/fold_2/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.0, + "test_acc": 0.6363636363636364, + "train_size": 4, + "val_size": 1, + "test_size": 11, + "stats": { + "mean": [ + [ + -0.484123, + 0.0, + -0.484123, + -0.484123 + ] + ], + "std": [ + [ + 0.8385256331126676, + 0.968246, + 0.8385256331126676, + 0.8385256331126676 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 625, + "cert_evals": { + "36": 0.3636363744735718, + "72": 0.3636363744735718, + "108": 0.09090909361839294, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/balloons/fold_3/result.json b/UCI_N4/sandwich/runs/balloons/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..cf6d7fe1fdd5f63e4e58893a7fb1bf8de2203096 --- /dev/null +++ b/UCI_N4/sandwich/runs/balloons/fold_3/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 1, + "best_val_acc": 1.0, + "test_acc": 0.6363636363636364, + "train_size": 4, + "val_size": 1, + "test_size": 11, + "stats": { + "mean": [ + [ + 0.48412299999999997, + 0.484123, + -0.968246, + 0.0 + ] + ], + "std": [ + [ + 0.8385256331126676, + 0.8385256331126676, + 1.0, + 0.968246 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 625, + "cert_evals": { + "36": 0.5454545617103577, + "72": 0.27272728085517883, + "108": 0.0, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/bank/fold_0/result.json b/UCI_N4/sandwich/runs/bank/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..52fd706392d4470e6fcc9dfee63c61a5fb9ce36c --- /dev/null +++ b/UCI_N4/sandwich/runs/bank/fold_0/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 20, + "best_val_acc": 0.854493580599144, + "test_acc": 0.8364312267657993, + "train_size": 1130, + "val_size": 701, + "test_size": 2690, + "stats": { + "mean": [ + [ + -0.043444115752212485, + 0.038350172566371764, + 0.021509683185840713, + -0.021201484955752213, + -0.006912000000000016, + 0.04290420228318581, + -0.031048147787610524, + -0.010544807964601867, + -0.027401819469027113, + -0.0011023982300885904, + -0.020262814867256583, + -0.01690946219469023, + -0.0050658819469022965, + 0.027795634513274152, + 0.0035984575221236132, + 0.03735520353982189 + ] + ], + "std": [ + [ + 0.9589625434028519, + 0.9947635481983416, + 1.013551308348929, + 0.9759306172571834, + 1.025514103095601, + 1.1941195969624385, + 0.9952628808737004, + 1.0099558672249285, + 1.0069197139677768, + 1.0315253300196314, + 1.005152797600638, + 0.9721293687592033, + 0.9311569270874402, + 1.0436010567990328, + 0.9725976279868672, + 1.0344584167333912 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 5893, + "cert_evals": { + "36": 0.7776951789855957, + "72": 0.6970260143280029, + "108": 0.6078066825866699, + "255": 0.17360594868659973 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/bank/fold_1/result.json b/UCI_N4/sandwich/runs/bank/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8eefbbc82f88dc79ae4b66449835fd3f468466ab --- /dev/null +++ b/UCI_N4/sandwich/runs/bank/fold_1/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 23, + "best_val_acc": 0.8626865671641791, + "test_acc": 0.8349871370819552, + "train_size": 1130, + "val_size": 670, + "test_size": 2721, + "stats": { + "mean": [ + [ + -0.01574801380530978, + 0.0023927396460177394, + 0.0021967858407077644, + -0.01932307256637162, + 0.006853599999999982, + -0.03479098039734521, + 0.0010882398230089275, + 0.02142298584070794, + -0.04310824424778776, + -0.002926514159292115, + -0.01356536707964567, + 0.01527978015929205, + -0.04149083628318521, + -0.006613960176991296, + 0.006211176106194516, + -0.021354536283185895 + ] + ], + "std": [ + [ + 0.969300386690253, + 1.0029838787869998, + 1.0077378567908635, + 1.0067270576318987, + 0.9737641828355684, + 0.8874066057167844, + 1.0000362134178429, + 0.978768086158569, + 1.0166647522536418, + 1.0110908544078474, + 0.9795699211960872, + 0.988628308543735, + 0.8468895052095667, + 1.0088647512260476, + 1.0744144429583726, + 0.97024384329565 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 5893, + "cert_evals": { + "36": 0.7824329137802124, + "72": 0.7148107290267944, + "108": 0.6328555345535278, + "255": 0.22785739600658417 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/bank/fold_2/result.json b/UCI_N4/sandwich/runs/bank/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9409ac4698f7bd16da24a298bb2eeb3609603d21 --- /dev/null +++ b/UCI_N4/sandwich/runs/bank/fold_2/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 5, + "best_val_acc": 0.8643578643578643, + "test_acc": 0.8113417346182358, + "train_size": 1130, + "val_size": 693, + "test_size": 2698, + "stats": { + "mean": [ + [ + 0.03612999486725651, + 0.0039014732743363205, + -0.026264318584070866, + 0.007914513274336264, + -2.920000000001238e-05, + -0.02074493859203536, + -0.02212137345132746, + -0.02529917433628319, + -0.017585318584070603, + 0.002009283628318563, + -0.032913651327433256, + 0.01575317238053096, + 0.01656134477876116, + 0.004832360176991011, + 0.0046435044247787275, + -0.007806110619469017 + ] + ], + "std": [ + [ + 1.026029784154538, + 1.014567266706415, + 0.9934924943110668, + 1.0009548228746656, + 0.9999976513205256, + 0.9005330945128681, + 0.9966950423207805, + 1.02369326820955, + 1.0066229970970322, + 1.0105897259642973, + 0.9953808522736891, + 1.0444837633462487, + 0.9721502138598372, + 1.0252935681497495, + 0.9895490051866441, + 0.9907898156267138 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 5893, + "cert_evals": { + "36": 0.7438843846321106, + "72": 0.6623424887657166, + "108": 0.5730170607566833, + "255": 0.18050408363342285 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/bank/fold_3/result.json b/UCI_N4/sandwich/runs/bank/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..545516945551f6e6177e5da9e7def44d44da3c98 --- /dev/null +++ b/UCI_N4/sandwich/runs/bank/fold_3/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 14, + "best_val_acc": 0.8717948717948718, + "test_acc": 0.8350439882697948, + "train_size": 1130, + "val_size": 663, + "test_size": 2728, + "stats": { + "mean": [ + [ + -0.0319807638938054, + 0.00842759592920361, + 0.0032132584070795264, + -0.0512567557522122, + 0.02061919999999998, + 0.017208951831858395, + -0.023906728318583995, + 0.009127680530973464, + 0.04229537345132683, + 0.03913422522123883, + -0.0012866005309730669, + 0.019049747389380534, + 0.0011946368141599608, + -0.01394144424778776, + -0.01887086017699146, + -0.012322258407079635 + ] + ], + "std": [ + [ + 0.9997012384907139, + 1.011637351521284, + 1.0052459246549308, + 0.9835551200097631, + 0.9188989108776542, + 0.975563370252112, + 0.9964151726496702, + 0.9910016079646086, + 0.9876324728734414, + 0.9709295082923052, + 1.018649934814902, + 1.045208416973306, + 1.0916320113723843, + 0.971971990527501, + 0.9802679634858928, + 0.9883913040231975 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 5893, + "cert_evals": { + "36": 0.7928885817527771, + "72": 0.7430351972579956, + "108": 0.678519070148468, + "255": 0.2675953209400177 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/blood/fold_0/result.json b/UCI_N4/sandwich/runs/blood/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..46539d86e9815c0047f8eacad97511f2ea529bf9 --- /dev/null +++ b/UCI_N4/sandwich/runs/blood/fold_0/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 31, + "best_val_acc": 0.6967213114754098, + "test_acc": 0.6082004555808656, + "train_size": 187, + "val_size": 122, + "test_size": 439, + "stats": { + "mean": [ + [ + 0.08207599251336908, + 0.07211877540106948, + 0.07211877540106948, + 0.12092969090909093 + ] + ], + "std": [ + [ + 1.0915037898164763, + 0.9154190444987925, + 0.9154190444987925, + 1.0234960637376278 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 625, + "cert_evals": { + "36": 0.3667426109313965, + "72": 0.2551252841949463, + "108": 0.1457858830690384, + "255": 0.02961275726556778 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/blood/fold_1/result.json b/UCI_N4/sandwich/runs/blood/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..517786984f164a66444bff96d46f688290d17024 --- /dev/null +++ b/UCI_N4/sandwich/runs/blood/fold_1/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 36, + "best_val_acc": 0.6637931034482759, + "test_acc": 0.7370786516853932, + "train_size": 187, + "val_size": 116, + "test_size": 445, + "stats": { + "mean": [ + [ + -0.0044589358288771265, + -0.03777642245989305, + -0.03777642245989305, + -0.04118699946524062 + ] + ], + "std": [ + [ + 1.0355747128653376, + 1.0168425706533084, + 1.0168425706533084, + 0.9389071377082803 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 625, + "cert_evals": { + "36": 0.6359550356864929, + "72": 0.5662921667098999, + "108": 0.37303370237350464, + "255": 0.013483146205544472 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/blood/fold_2/result.json b/UCI_N4/sandwich/runs/blood/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f55eb07471d7823e13231b106df4522dffcd9a72 --- /dev/null +++ b/UCI_N4/sandwich/runs/blood/fold_2/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.6454545454545455, + "test_acc": 0.6541019955654102, + "train_size": 187, + "val_size": 110, + "test_size": 451, + "stats": { + "mean": [ + [ + 0.05565309197860972, + -0.04876601497326191, + -0.04876601497326191, + 0.022211831550802065 + ] + ], + "std": [ + [ + 1.2081413746481122, + 0.9472357528176619, + 0.9472357528176619, + 0.9442482982599183 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 625, + "cert_evals": { + "36": 0.5831485390663147, + "72": 0.5011086463928223, + "108": 0.3636363744735718, + "255": 0.031042128801345825 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/blood/fold_3/result.json b/UCI_N4/sandwich/runs/blood/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f5d81a08716f31dcc974cb37627933c983346bc7 --- /dev/null +++ b/UCI_N4/sandwich/runs/blood/fold_3/result.json @@ -0,0 +1,38 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.788135593220339, + "test_acc": 0.6930022573363431, + "train_size": 187, + "val_size": 118, + "test_size": 443, + "stats": { + "mean": [ + [ + 0.02856966417112282, + -0.11561878823529406, + -0.11561878823529406, + -0.0299989443850266 + ] + ], + "std": [ + [ + 1.1041996654221626, + 0.9454192748690525, + 0.9454192748690525, + 0.9892882254644951 + ] + ] + }, + "width": 32, + "in_features": 4, + "out_features": 2, + "depth": 4, + "padding": 10, + "parameters": 625, + "cert_evals": { + "36": 0.5643340945243835, + "72": 0.4018058776855469, + "108": 0.31828442215919495, + "255": 0.011286681517958641 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer-wisc-diag/fold_0/result.json b/UCI_N4/sandwich/runs/breast-cancer-wisc-diag/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..2d55fc82a78f45601d5bb93fb40a2a3e6dd6f421 --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer-wisc-diag/fold_0/result.json @@ -0,0 +1,90 @@ +{ + "best_epoch": 3, + "best_val_acc": 0.95, + "test_acc": 0.9596541786743515, + "train_size": 142, + "val_size": 80, + "test_size": 347, + "stats": { + "mean": [ + [ + 0.0825849457746479, + 0.16776179100774652, + 0.08018569295774641, + 0.08525118492957748, + -0.13794442330985915, + -0.020546994366197266, + 0.031128610563380326, + 0.027148295774647915, + -0.03857999985915492, + -0.13734727633802823, + 0.08226506922535208, + -0.06624039612676055, + 0.09562314598591552, + 0.11241559394366195, + -0.0706283795774648, + 0.012817941971830999, + 0.03673792985915488, + 0.06254002929577464, + -0.016561529295774678, + -0.03867594647887324, + 0.07726569126760555, + 0.11026314366197185, + 0.07734966126760559, + 0.07510323753521127, + -0.10811489788732392, + 0.017963794225352204, + 0.03508001049295764, + 0.03470587605633805, + -0.006298125654929594, + -0.05882395070422536 + ] + ], + "std": [ + [ + 1.0298680528672801, + 1.0456187991444128, + 1.0339745446187498, + 1.1112548477482211, + 0.9413610006349405, + 1.0168663973319072, + 1.0127149891342198, + 0.9829034935431965, + 0.9115153190139265, + 0.8362062139046329, + 1.3277929800502757, + 0.7882767184809211, + 1.351171258508586, + 1.4874958213599554, + 0.8030624718228448, + 1.0638857030973894, + 1.0680975160236916, + 1.029388660893026, + 0.8840778078833855, + 0.9386046041123467, + 1.042323932480091, + 1.0325935116911305, + 1.0468623000133939, + 1.097427344818284, + 0.9438879408105022, + 1.048839947871273, + 1.087511123501064, + 1.02306665439061, + 0.9281333050780699, + 0.9709946269989288 + ] + ] + }, + "width": 128, + "in_features": 30, + "out_features": 2, + "depth": 4, + "padding": 60, + "parameters": 20285, + "cert_evals": { + "36": 0.9365993738174438, + "72": 0.9106627702713013, + "108": 0.8818443417549133, + "255": 0.7089337110519409 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer-wisc-diag/fold_1/result.json b/UCI_N4/sandwich/runs/breast-cancer-wisc-diag/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1fc5eb1c2e4a9cb870d3a1e1a8a76dd1e2254c8d --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer-wisc-diag/fold_1/result.json @@ -0,0 +1,90 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.9634146341463414, + "test_acc": 0.9739130434782609, + "train_size": 142, + "val_size": 82, + "test_size": 345, + "stats": { + "mean": [ + [ + -0.11201186056338029, + 0.07070025633802816, + -0.10239308169014083, + -0.11672702063380279, + 0.032527111971830974, + 0.05026270500000002, + -0.02818336908450703, + -0.04343403450704224, + -0.02067522316901408, + 0.08708522408450704, + -0.11080013492957747, + 0.04381799119718306, + -0.0825752031690141, + -0.11760619366197181, + -0.12109326042253515, + 0.0031279288732394177, + -0.06837052551408451, + -0.09945178922535211, + 0.02686396394366193, + -0.03645938134507036, + -0.09511004859154928, + 0.08993712535211269, + -0.07473255774647886, + -0.10130778450704225, + 0.04382505676056337, + 0.08864361894366199, + 0.03680164077464787, + -0.003688304577464759, + 0.0977748130774647, + 0.08804689718309852 + ] + ], + "std": [ + [ + 0.9195016301354824, + 1.094593366492765, + 0.9291056843219847, + 0.8651637977085379, + 1.104895872882098, + 1.0612349352106514, + 0.9960386306069985, + 0.9599334814324468, + 0.995073713912434, + 1.0059759191906428, + 0.8154754957601557, + 1.1714910738712319, + 0.8337124056974246, + 0.7056775636749633, + 0.8384686418997397, + 0.997008703041016, + 0.7652271837716654, + 0.9491550332342998, + 0.9894126977193328, + 0.8349121832481521, + 0.9324374909578882, + 1.0776300277359205, + 0.9582162700674596, + 0.8930111054213019, + 1.0965646002689322, + 1.0909755237588887, + 1.0811372221216917, + 1.0368266566472815, + 1.0808007528399084, + 1.0161303395181038 + ] + ] + }, + "width": 128, + "in_features": 30, + "out_features": 2, + "depth": 4, + "padding": 60, + "parameters": 20285, + "cert_evals": { + "36": 0.9478261470794678, + "72": 0.9362319111824036, + "108": 0.904347836971283, + "255": 0.7101449370384216 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer-wisc-diag/fold_2/result.json b/UCI_N4/sandwich/runs/breast-cancer-wisc-diag/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..38114e701d9cf8a6f9b922567094f2a1759aa265 --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer-wisc-diag/fold_2/result.json @@ -0,0 +1,90 @@ +{ + "best_epoch": 2, + "best_val_acc": 0.9431818181818182, + "test_acc": 0.9292035398230089, + "train_size": 142, + "val_size": 88, + "test_size": 339, + "stats": { + "mean": [ + [ + -0.021816593521126793, + 0.06485498873239437, + -0.02247304859154929, + -0.029893932042253508, + 0.038515619718309926, + -0.02588728169014086, + -0.05297414225352113, + -0.003333404225352076, + 0.04336582049295775, + -0.03314538676056333, + -0.030619029577464745, + -0.0005102492957746506, + -0.05296082697183101, + -0.03949717746478873, + 0.010749251408450719, + -0.0881686789436619, + -0.1314002314507042, + -0.11034913126760565, + -0.034516665140845094, + -0.06504294760563381, + -0.02178127598591549, + 0.04724548049295773, + -0.027157091126760537, + -0.033063059859154906, + 0.05190005140845066, + -0.03469985169014086, + -0.07640525704225351, + -0.020877885915492986, + 0.0502971771619718, + -0.0047201802816901695 + ] + ], + "std": [ + [ + 0.9463937708331187, + 1.0456850321490456, + 0.9481587587922021, + 0.9061036579406758, + 0.9991272345406123, + 0.9529645424014063, + 0.9656412252488126, + 1.0086024557337858, + 1.0101851762447767, + 0.971237840916314, + 0.8511955942668115, + 0.9348241096823969, + 0.7677709117900025, + 0.7619556774338143, + 0.9861286665457306, + 0.835402354513955, + 0.6497713689377111, + 0.83419033386709, + 0.8966910096607936, + 0.7137654744350889, + 0.9276882020178508, + 1.0094191904095935, + 0.9175498580969587, + 0.8830907945718708, + 0.9951613811713826, + 0.955386515361877, + 0.9648461201262609, + 1.0198807080859185, + 1.0490861818978507, + 0.9618292961310324 + ] + ] + }, + "width": 128, + "in_features": 30, + "out_features": 2, + "depth": 4, + "padding": 60, + "parameters": 20285, + "cert_evals": { + "36": 0.9085545539855957, + "72": 0.8997049927711487, + "108": 0.8908554315567017, + "255": 0.7433628439903259 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer-wisc-diag/fold_3/result.json b/UCI_N4/sandwich/runs/breast-cancer-wisc-diag/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..901fafcd117421929a7d1044da6e6baf037abc76 --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer-wisc-diag/fold_3/result.json @@ -0,0 +1,90 @@ +{ + "best_epoch": 11, + "best_val_acc": 0.9753086419753086, + "test_acc": 0.9566473988439307, + "train_size": 142, + "val_size": 81, + "test_size": 346, + "stats": { + "mean": [ + [ + 0.041954460563380286, + -0.03068368455563383, + 0.05642674225352119, + 0.04212094478873236, + 0.0753741992957746, + 0.19173782535211265, + 0.13158766190140847, + 0.10927857042253514, + 0.12073864654929573, + 0.16060644718309858, + 0.0007204726760563243, + 0.02137304077464788, + 0.05429816549295772, + -0.012780137042253566, + 0.013563698028169006, + 0.15196018795774635, + 0.11918610920422545, + 0.08330966570422528, + 0.08884857161971826, + 0.08853129507042258, + 0.03332697760563379, + -0.006147756197183027, + 0.06017890535211265, + 0.025833432394366203, + 0.10165912112676065, + 0.184136802112676, + 0.17515080211267609, + 0.12936214014084502, + 0.10002845492957746, + 0.16336953521126774 + ] + ], + "std": [ + [ + 1.0573062114321623, + 0.9552884577469056, + 1.0710079092993716, + 1.0509022734984494, + 1.1270846333930622, + 1.1567722248607955, + 1.1330587765489406, + 1.140649555855837, + 1.1542513895561295, + 1.0051375538789176, + 0.8967996396101922, + 1.097489083446709, + 0.9381483291097392, + 0.7912780594989863, + 0.9397288734854672, + 0.9788202766737033, + 1.073938446577066, + 0.9563830108562081, + 1.1438144705840625, + 0.7701703811879946, + 1.0262729293228618, + 0.9839279786422038, + 1.0483951162266714, + 1.0167649174977718, + 1.0851034209747896, + 1.0398339487141628, + 1.1490024738247944, + 1.0756456277267925, + 1.0959872724158726, + 0.9323448193880042 + ] + ] + }, + "width": 128, + "in_features": 30, + "out_features": 2, + "depth": 4, + "padding": 60, + "parameters": 20285, + "cert_evals": { + "36": 0.94797682762146, + "72": 0.9306358098983765, + "108": 0.9190751314163208, + "255": 0.7745664715766907 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer-wisc-prog/fold_0/result.json b/UCI_N4/sandwich/runs/breast-cancer-wisc-prog/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..54e73539a5057a7cb7159a0b2482427928c8d9bc --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer-wisc-prog/fold_0/result.json @@ -0,0 +1,96 @@ +{ + "best_epoch": 12, + "best_val_acc": 0.8181818181818182, + "test_acc": 0.7874015748031497, + "train_size": 49, + "val_size": 22, + "test_size": 127, + "stats": { + "mean": [ + [ + -0.31970781836734696, + 0.1594104081632653, + 0.24753781836734692, + 0.15300701836734695, + 0.1584555244897959, + -0.07602553591836737, + -0.06153886122448981, + 0.024552744897959188, + 0.06713168775510207, + -0.10528630102040819, + -0.1678704836734694, + -0.0915255861224489, + 0.07864324755102042, + -0.0763010120408163, + -0.037683283673469285, + -0.06905704693877551, + -0.042495671428571434, + -0.06359507428571427, + 0.03737176122448981, + -0.1542635448979592, + -0.17539257755102045, + 0.03410600122448976, + 0.19654199204081632, + 0.030810593877551008, + 0.026635724489795946, + -0.07049495102040816, + -0.06440993673469386, + -0.08851851224489796, + 0.02908160000000001, + -0.1859407571428571, + -0.1654363697959184, + 0.12819854693877544, + 0.07058588775510208 + ] + ], + "std": [ + [ + 0.8821495545994039, + 1.046791889090161, + 0.9578267027302361, + 1.039660283165596, + 1.062402836067028, + 0.8890421367893667, + 0.77925901952072, + 1.0440797113889244, + 1.07089974397772, + 0.8387965488338012, + 0.843277245772551, + 0.9360392595139003, + 0.9823857653557395, + 0.9082591415396649, + 0.9365116398737245, + 0.5979213497916245, + 0.6539721608757036, + 0.7958185885004673, + 0.9242350544633458, + 0.6845312987462778, + 0.6502938972920995, + 0.949219789937265, + 0.9404670831714534, + 0.9171284397752019, + 0.9104156790640995, + 1.0518203238418193, + 0.8156351280441914, + 0.8683551446970883, + 0.9112079933660755, + 0.813430119013099, + 0.8388136650033143, + 1.1512761088815193, + 1.0375108599738538 + ] + ] + }, + "width": 128, + "in_features": 33, + "out_features": 2, + "depth": 4, + "padding": 66, + "parameters": 24491, + "cert_evals": { + "36": 0.748031497001648, + "72": 0.6692913174629211, + "108": 0.6141732335090637, + "255": 0.32283464074134827 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer-wisc-prog/fold_1/result.json b/UCI_N4/sandwich/runs/breast-cancer-wisc-prog/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..532184b45314d12d08396f42d84c44ae2191e246 --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer-wisc-prog/fold_1/result.json @@ -0,0 +1,96 @@ +{ + "best_epoch": 4, + "best_val_acc": 0.6666666666666666, + "test_acc": 0.8235294117647058, + "train_size": 49, + "val_size": 30, + "test_size": 119, + "stats": { + "mean": [ + [ + -0.2954286122448979, + 0.22705779387755098, + 0.13045305210204083, + 0.21518541632653068, + 0.21329647816326533, + -0.23494008897959187, + -0.13741642857142858, + -0.01620160836734699, + 0.07495674877551023, + -0.08356683326530613, + -0.30211086122448977, + 0.17222382204081632, + 0.1861636093877551, + 0.18613398183673469, + 0.17258124081632648, + -0.019180042857142875, + 0.011242470816326589, + -0.019861698775510188, + 0.09400348163265304, + 0.03439312653061231, + -0.08544421122448984, + 0.1251565993877551, + 0.0614657979591837, + 0.1106848959183673, + 0.10643556734693876, + -0.283786518367347, + -0.22690647755102036, + -0.21750787142857142, + -0.11082883795918366, + -0.2517320069387755, + -0.3646700183673469, + 0.17979882653061224, + -0.02691289795918366 + ] + ], + "std": [ + [ + 0.8143503780150015, + 0.9174121431953063, + 0.9505147809888337, + 0.9270519324131056, + 0.9280401005535991, + 1.1301563685159044, + 1.0842494023346008, + 1.17774758901752, + 1.1259425788210895, + 1.0343443324314006, + 0.899946779911175, + 1.0776959194375155, + 1.0652779342066867, + 1.0778896598336396, + 1.0489415511808549, + 1.0202607569462199, + 1.065380703338058, + 1.046928716393895, + 1.0889438008342867, + 1.0504050035821422, + 0.966138030350577, + 0.8642794080204923, + 1.0800430340260923, + 0.8743291823479178, + 0.8688670309147045, + 1.0842628402104706, + 0.8975026094533473, + 0.9571151684782386, + 1.0396216376453484, + 0.914946697740367, + 0.749250166005288, + 1.1231797264684098, + 0.8886200116636936 + ] + ] + }, + "width": 128, + "in_features": 33, + "out_features": 2, + "depth": 4, + "padding": 66, + "parameters": 24491, + "cert_evals": { + "36": 0.7647058963775635, + "72": 0.7310924530029297, + "108": 0.6386554837226868, + "255": 0.4117647409439087 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer-wisc-prog/fold_2/result.json b/UCI_N4/sandwich/runs/breast-cancer-wisc-prog/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0d63e36e8521fc373ae6e121497108582de0a9b3 --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer-wisc-prog/fold_2/result.json @@ -0,0 +1,96 @@ +{ + "best_epoch": 38, + "best_val_acc": 0.7027027027027027, + "test_acc": 0.7946428571428571, + "train_size": 49, + "val_size": 37, + "test_size": 112, + "stats": { + "mean": [ + [ + -0.03842323061224502, + -0.10614214693877552, + 0.030698034693877517, + -0.1000028979591836, + -0.08415378163265311, + -0.03538041755102043, + -0.04750202040816325, + -0.10165484306122448, + -0.1358923424489796, + -0.02547460816326529, + 0.027964706122448967, + 0.1158320934693878, + 0.2141981857142857, + 0.11305339408163259, + 0.09026773632653065, + -0.07205539183673473, + -0.11876845979591835, + -0.09018467959183678, + -0.001788581632653037, + -0.09199452244897957, + -0.05832562632653058, + -0.06420658346938772, + 0.05587048142857144, + -0.07304466938775511, + -0.028326246938775446, + -0.04279098959183677, + -0.11518350408163265, + -0.12291339183673465, + -0.1940691712244898, + -0.03263718653061224, + -0.029735322448979654, + 0.15452512040816324, + 0.20183378571428573 + ] + ], + "std": [ + [ + 0.9794534025714385, + 1.0053275769298504, + 0.9095119348920842, + 1.008933323770274, + 0.9879586777091109, + 1.0102761898726105, + 0.9960048575197608, + 1.0021029195920532, + 0.9776597311295145, + 0.9821341050152573, + 0.9436155579641772, + 1.1817284472744785, + 1.1856988946274227, + 1.1970542714305854, + 1.1086625077552497, + 0.6618568645391364, + 0.7687365990953271, + 0.8119143908977525, + 1.0415418534564902, + 0.8186632232431363, + 0.8434368212477027, + 1.0615598386819989, + 0.8454048970519085, + 1.0522702304694245, + 1.041897029381895, + 1.1007804274989816, + 0.8280858289610474, + 0.8451988761728604, + 1.0253215425598294, + 0.9705970427113062, + 0.8554540105246272, + 0.9682864062481196, + 1.2134784272055537 + ] + ] + }, + "width": 128, + "in_features": 33, + "out_features": 2, + "depth": 4, + "padding": 66, + "parameters": 24491, + "cert_evals": { + "36": 0.7142857313156128, + "72": 0.6696428656578064, + "108": 0.6339285969734192, + "255": 0.3571428656578064 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer-wisc-prog/fold_3/result.json b/UCI_N4/sandwich/runs/breast-cancer-wisc-prog/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..bafe80d7805a1b4d448c2fb9202063159a89ed28 --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer-wisc-prog/fold_3/result.json @@ -0,0 +1,96 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.68, + "test_acc": 0.7419354838709677, + "train_size": 49, + "val_size": 25, + "test_size": 124, + "stats": { + "mean": [ + [ + -0.06744018775510212, + 0.18968365714285723, + -0.014217911020408189, + 0.21184517142857145, + 0.16995342797959181, + 0.0988115742857143, + 0.23174346530612244, + 0.2643820010204082, + 0.2708541071428573, + 0.17052290612244894, + 0.08597982244897957, + 0.02605522000000001, + -0.09904910612244898, + 0.07999727979591835, + 0.021088532448979617, + 0.032508024489795916, + 0.1139721422448979, + 0.17344601857142858, + 0.1454327612244898, + 0.09731225102040818, + 0.07194746775510205, + 0.15103356959183675, + -0.07001499795918376, + 0.19365317551020406, + 0.10773460285714288, + 0.06407297959183662, + 0.08076181836734692, + 0.18958595510204077, + 0.30016600816326516, + 0.048603673469387716, + 0.014894271020408143, + 0.2872125, + 0.2280839387755102 + ] + ], + "std": [ + [ + 0.9697920367102327, + 0.9203134351014114, + 0.9060497409545201, + 0.9187807307729611, + 0.9729266703311016, + 0.9430977585802243, + 0.8769553733450195, + 0.8356859349258849, + 0.8680804682359612, + 1.0166341852710845, + 0.8914293133833798, + 0.7940097770795826, + 0.7723528820449007, + 0.8508321197542031, + 0.7752894285658177, + 0.7444263872990391, + 0.9053411998307737, + 0.9999993608516502, + 0.8504750965678145, + 1.090497279238265, + 0.7631870591645827, + 0.9076864322017706, + 0.8687695687330197, + 0.9366133883217269, + 0.9044846120349299, + 0.9712465829469978, + 0.7332294033502637, + 0.8612201045664006, + 0.9404165330479154, + 0.8777899215486339, + 0.6950358654750831, + 1.288136700201249, + 1.084093306135652 + ] + ] + }, + "width": 128, + "in_features": 33, + "out_features": 2, + "depth": 4, + "padding": 66, + "parameters": 24491, + "cert_evals": { + "36": 0.6854838728904724, + "72": 0.6532257795333862, + "108": 0.596774160861969, + "255": 0.47580644488334656 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer-wisc/fold_0/result.json b/UCI_N4/sandwich/runs/breast-cancer-wisc/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7ade95604bd7eda747e7cb08c182513a534964b4 --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer-wisc/fold_0/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.9661016949152542, + "test_acc": 0.9679802955665024, + "train_size": 175, + "val_size": 118, + "test_size": 406, + "stats": { + "mean": [ + [ + -0.022535588571428563, + 0.03270772571428592, + 0.05325746457142836, + 0.06163440114285701, + 0.059859796571428064, + -0.04726777714285723, + 0.04544096571428557, + 0.06602559942857117, + 0.14610774857142944 + ] + ], + "std": [ + [ + 0.952214787303689, + 1.0892638945885795, + 1.0696936676502014, + 1.089278359409774, + 1.1050209023715667, + 0.9596438048031793, + 1.0789832917046138, + 1.092361737838657, + 1.280102883239457 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 1931, + "cert_evals": { + "36": 0.9630541801452637, + "72": 0.9507389068603516, + "108": 0.9310344457626343, + "255": 0.6133005023002625 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer-wisc/fold_1/result.json b/UCI_N4/sandwich/runs/breast-cancer-wisc/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..96ef5b751fa891233eb78a942af3e50377df567d --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer-wisc/fold_1/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 7, + "best_val_acc": 0.9824561403508771, + "test_acc": 0.9658536585365853, + "train_size": 175, + "val_size": 114, + "test_size": 410, + "stats": { + "mean": [ + [ + -0.014418068571428517, + 0.008363611428571432, + 0.0013426971428572047, + 0.04362350857142855, + 0.06760174228571425, + -0.012737622857143117, + 0.12043267999999967, + -0.02566830114285711, + -0.0004912342857143631 + ] + ], + "std": [ + [ + 1.0359812403938078, + 0.9851680594955492, + 1.0075838815724851, + 1.0487044899930569, + 1.0481096015979268, + 0.9902459117914181, + 1.0891962569916647, + 0.9837374432610851, + 1.028364534365016 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 1931, + "cert_evals": { + "36": 0.9634146094322205, + "72": 0.9512194991111755, + "108": 0.9292683005332947, + "255": 0.7268292903900146 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer-wisc/fold_2/result.json b/UCI_N4/sandwich/runs/breast-cancer-wisc/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0a52c23c429b3f4eadcb50323e5c993b467144a4 --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer-wisc/fold_2/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.9813084112149533, + "test_acc": 0.9688249400479616, + "train_size": 175, + "val_size": 107, + "test_size": 417, + "stats": { + "mean": [ + [ + 0.022111400000000093, + 0.05892480000000022, + 0.053257361714285696, + 0.011603669142857164, + 0.01340863999999994, + 0.028070879999999694, + -0.015489731428571414, + -0.006955264571428654, + -0.02714547428571435 + ] + ], + "std": [ + [ + 1.030600322394337, + 1.0255153351270532, + 1.050776582254071, + 0.979718412809739, + 0.9943823240987255, + 1.0416854377063047, + 1.0036051510508777, + 0.9886021184539473, + 1.0198774589002766 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 1931, + "cert_evals": { + "36": 0.9592326283454895, + "72": 0.9496403336524963, + "108": 0.9328537583351135, + "255": 0.6786571145057678 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer-wisc/fold_3/result.json b/UCI_N4/sandwich/runs/breast-cancer-wisc/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4006dd8ac54e626802475b2af6c45cfab89dd7ad --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer-wisc/fold_3/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.978494623655914, + "test_acc": 0.9698375870069605, + "train_size": 175, + "val_size": 93, + "test_size": 431, + "stats": { + "mean": [ + [ + 0.0424054742857143, + -0.014108091428571279, + -0.00827128971428571, + -0.056438248, + -0.030462011428571644, + 0.035918565714285505, + -0.09751196000000009, + -0.053737870857142926, + -0.04380451428571453 + ] + ], + "std": [ + [ + 0.9542842873481718, + 0.9773558222868145, + 0.959218665273952, + 0.9009025916399945, + 0.98004059543331, + 1.0172287889258582, + 1.000728061455461, + 0.9224531635202544, + 0.947073789238405 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 1931, + "cert_evals": { + "36": 0.9535962343215942, + "72": 0.9373549818992615, + "108": 0.9164732694625854, + "255": 0.6937354803085327 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer/fold_0/result.json b/UCI_N4/sandwich/runs/breast-cancer/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e2fb69d781b8cf0d24121e4d919193146a721d90 --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer/fold_0/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 10, + "best_val_acc": 0.8823529411764706, + "test_acc": 0.7071823204419889, + "train_size": 71, + "val_size": 34, + "test_size": 181, + "stats": { + "mean": [ + [ + -0.0162575774647888, + 0.01285738028169014, + 0.05645037746478872, + -0.0029103802816902316, + -0.11736198591549311, + -0.028151649295774777, + -0.03566477464788737, + 0.00970807042253526, + 0.22726122535211296 + ] + ], + "std": [ + [ + 1.0503834784726616, + 0.9628419637542994, + 0.9596794691642652, + 0.9092740907525307, + 1.049772063174192, + 1.0411696038595801, + 0.9953573619388768, + 0.9968442343032266, + 0.8156962912830921 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 1931, + "cert_evals": { + "36": 0.5138121843338013, + "72": 0.37569060921669006, + "108": 0.2707182466983795, + "255": 0.01104972418397665 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer/fold_1/result.json b/UCI_N4/sandwich/runs/breast-cancer/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..503fd090674443b4ab01e9f960b99f890c6539b0 --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer/fold_1/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.6956521739130435, + "test_acc": 0.6686390532544378, + "train_size": 71, + "val_size": 46, + "test_size": 169, + "stats": { + "mean": [ + [ + 0.19254230985915494, + -0.19285994366197182, + 0.20358705070422517, + 0.009330281690140758, + -0.03202669014084532, + -0.08538911549295794, + -0.007489267605633831, + -0.18945425352112666, + -0.10300454929577448 + ] + ], + "std": [ + [ + 1.026498898055275, + 1.0381849522269773, + 0.8715501768246713, + 1.1092478240870034, + 1.0696236526518819, + 1.0540261837033709, + 0.9977471789729346, + 0.7297492222931498, + 1.0547842980526614 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 1931, + "cert_evals": { + "36": 0.5384615659713745, + "72": 0.41420120000839233, + "108": 0.30177515745162964, + "255": 0.023668639361858368 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer/fold_2/result.json b/UCI_N4/sandwich/runs/breast-cancer/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..1518d4fa390272d726af6852d5f83a168169e006 --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer/fold_2/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 8, + "best_val_acc": 0.7333333333333333, + "test_acc": 0.6324324324324324, + "train_size": 71, + "val_size": 30, + "test_size": 185, + "stats": { + "mean": [ + [ + 0.011582478873239406, + 0.03857201408450704, + 0.023010226760563364, + -0.21100099999999994, + 0.1670883239436617, + -0.04723080000000009, + -0.17654230985915503, + 0.10343116901408457, + -0.003924816901408183 + ] + ], + "std": [ + [ + 1.0328973500575376, + 0.9120557342457011, + 1.064258264362845, + 0.5867856877712776, + 0.7568737218929631, + 1.003788410624883, + 0.9711357918131928, + 0.9987696871895037, + 1.0006562466084945 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 1931, + "cert_evals": { + "36": 0.5783783793449402, + "72": 0.4216216206550598, + "108": 0.3351351320743561, + "255": 0.07567568123340607 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-cancer/fold_3/result.json b/UCI_N4/sandwich/runs/breast-cancer/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..42505b0a9625e212937ad7fe42d7ec745d26bdd2 --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-cancer/fold_3/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 14, + "best_val_acc": 0.782608695652174, + "test_acc": 0.7041420118343196, + "train_size": 71, + "val_size": 46, + "test_size": 169, + "stats": { + "mean": [ + [ + 0.10902253521126751, + -0.06428660563380281, + 0.1099546112676056, + 0.08277422535211261, + -0.1742519718309861, + 0.18171905915492953, + -0.14836680281690146, + 0.1854393802816902, + -0.16905770422535188 + ] + ], + "std": [ + [ + 0.9700145966779166, + 1.0084610495616426, + 1.0559460579933821, + 1.206060152642598, + 1.1213259288422783, + 0.9728498213970074, + 0.9776535548414097, + 1.0665540888636171, + 1.0843586560371206 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 2, + "depth": 4, + "padding": 18, + "parameters": 1931, + "cert_evals": { + "36": 0.6094674468040466, + "72": 0.4911242723464966, + "108": 0.33136093616485596, + "255": 0.005917159840464592 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-tissue/fold_0/result.json b/UCI_N4/sandwich/runs/breast-tissue/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..716a1ce526557552b825c7c23213be070779e733 --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-tissue/fold_0/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 33, + "best_val_acc": 0.5625, + "test_acc": 0.671875, + "train_size": 26, + "val_size": 16, + "test_size": 64, + "stats": { + "mean": [ + [ + 0.05975213076923076, + -0.1700837961538461, + -0.07101548961538463, + -0.07560978846153853, + -0.09291733192307686, + -0.016577561538461575, + -0.04475990000000001, + -0.07285894230769238, + 0.07173603846153843 + ] + ], + "std": [ + [ + 1.0224159106861461, + 0.8445520785357892, + 0.7741253936128145, + 0.8853536860600771, + 0.38729731508258874, + 0.9582996830625056, + 0.82333349002183, + 0.8965544012774733, + 1.0474511376253193 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 6, + "depth": 4, + "padding": 18, + "parameters": 2007, + "cert_evals": { + "36": 0.515625, + "72": 0.453125, + "108": 0.421875, + "255": 0.234375 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-tissue/fold_1/result.json b/UCI_N4/sandwich/runs/breast-tissue/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f56bec38ae69e40b1dd6a8292d04caea7b4cd83f --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-tissue/fold_1/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 15, + "best_val_acc": 0.5882352941176471, + "test_acc": 0.5714285714285714, + "train_size": 26, + "val_size": 17, + "test_size": 63, + "stats": { + "mean": [ + [ + 0.06515484615384612, + 0.03429535384615387, + 0.00023585769230772996, + 0.02817068038461536, + 0.29457321923076923, + 0.28562573076923076, + 0.1850123226923077, + 0.007732330769230795, + 0.09394715384615383 + ] + ], + "std": [ + [ + 1.0481371005758702, + 0.9468687513118862, + 0.9541555931791563, + 1.161367210725673, + 1.8089072605844074, + 1.4326989403612587, + 1.2263588432882497, + 1.1230111041722295, + 1.0768662243391771 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 6, + "depth": 4, + "padding": 18, + "parameters": 2007, + "cert_evals": { + "36": 0.3492063581943512, + "72": 0.2698412835597992, + "108": 0.1587301641702652, + "255": 0.0634920671582222 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-tissue/fold_2/result.json b/UCI_N4/sandwich/runs/breast-tissue/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3143665949de5ca9b4f3b79d90483e8827c56565 --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-tissue/fold_2/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 32, + "best_val_acc": 0.5, + "test_acc": 0.5, + "train_size": 26, + "val_size": 22, + "test_size": 58, + "stats": { + "mean": [ + [ + 0.1420645923076924, + -0.021972550769230735, + 0.05583075653846149, + 0.1584816346153846, + 0.34043701807692306, + 0.2878222653846154, + 0.08915464576923074, + 0.16733479230769233, + 0.15722880769230765 + ] + ], + "std": [ + [ + 1.1134982409667369, + 0.9816789499398818, + 1.0050663167371856, + 1.3274295018092825, + 1.8473866317578664, + 1.5489183023129736, + 1.1110278693236766, + 1.3406661330121303, + 1.11545486536904 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 6, + "depth": 4, + "padding": 18, + "parameters": 2007, + "cert_evals": { + "36": 0.4482758641242981, + "72": 0.32758620381355286, + "108": 0.2586206793785095, + "255": 0.051724135875701904 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/breast-tissue/fold_3/result.json b/UCI_N4/sandwich/runs/breast-tissue/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..640cf607eaead9aa45d71ee647dae6b75b90372c --- /dev/null +++ b/UCI_N4/sandwich/runs/breast-tissue/fold_3/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 22, + "best_val_acc": 0.4166666666666667, + "test_acc": 0.5147058823529411, + "train_size": 26, + "val_size": 12, + "test_size": 68, + "stats": { + "mean": [ + [ + 0.1574124615384615, + 0.10245514615384627, + 0.03514549230769227, + 0.3551133961538462, + 0.3894629076923076, + 0.3001374115384615, + 0.28138883461538466, + 0.3308483076923076, + 0.1433466538461538 + ] + ], + "std": [ + [ + 1.080732063435857, + 0.9803609509557707, + 0.9980517989674806, + 1.3433457176877586, + 1.8319487646118202, + 1.4349909430519747, + 1.3440593710651376, + 1.3474895378547405, + 1.0747301574317993 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 6, + "depth": 4, + "padding": 18, + "parameters": 2007, + "cert_evals": { + "36": 0.30882352590560913, + "72": 0.23529411852359772, + "108": 0.1764705926179886, + "255": 0.05882352963089943 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/car/fold_0/result.json b/UCI_N4/sandwich/runs/car/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..765ad7192e260e7895c38efea8c46cd1ccecdd66 --- /dev/null +++ b/UCI_N4/sandwich/runs/car/fold_0/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.837037037037037, + "test_acc": 0.7612085769980507, + "train_size": 432, + "val_size": 270, + "test_size": 1026, + "stats": { + "mean": [ + [ + 0.08486305092592587, + -0.024837976851851778, + -1.3287037036350012e-06, + 0.011336944444444445, + -0.03684506944444444, + -0.03401083333333333 + ] + ], + "std": [ + [ + 1.0016589891278265, + 1.0231915721256846, + 0.9608720065155524, + 0.9785956932593036, + 0.9832757136677825, + 1.0299163223065575 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 4, + "depth": 4, + "padding": 12, + "parameters": 919, + "cert_evals": { + "36": 0.6569200754165649, + "72": 0.5380116701126099, + "108": 0.3947368562221527, + "255": 0.02923976629972458 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/car/fold_1/result.json b/UCI_N4/sandwich/runs/car/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9cc0e03b1cc4b4f3623dcf5ecc0e828004fb5e2f --- /dev/null +++ b/UCI_N4/sandwich/runs/car/fold_1/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 16, + "best_val_acc": 0.8582677165354331, + "test_acc": 0.7975047984644914, + "train_size": 432, + "val_size": 254, + "test_size": 1042, + "stats": { + "mean": [ + [ + 0.11177086574074095, + 0.05174572685185183, + 0.006257092592592696, + -0.014171180555555555, + 0.00850270833333333, + -0.04251354166666666 + ] + ], + "std": [ + [ + 1.0027127363181396, + 1.0149158181522542, + 1.0007483470954381, + 0.9838637435503522, + 0.9979369093278955, + 0.9935806706647962 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 4, + "depth": 4, + "padding": 12, + "parameters": 919, + "cert_evals": { + "36": 0.6679462194442749, + "72": 0.5575815439224243, + "108": 0.4261036217212677, + "255": 0.015355085954070091 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/car/fold_2/result.json b/UCI_N4/sandwich/runs/car/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..9662299c48c13f18c55536dc73298c365db60a56 --- /dev/null +++ b/UCI_N4/sandwich/runs/car/fold_2/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 9, + "best_val_acc": 0.812, + "test_acc": 0.7724665391969407, + "train_size": 432, + "val_size": 250, + "test_size": 1046, + "stats": { + "mean": [ + [ + 0.03725695833333315, + -0.008279379629629494, + -0.017212699074074026, + -0.022673888888888886, + 0.11053520833333332, + -0.005668472222222222 + ] + ], + "std": [ + [ + 1.015550913169218, + 1.0070528609914111, + 1.0176501107132674, + 0.9748453883737107, + 1.0057305909552958, + 0.9857113000295774 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 4, + "depth": 4, + "padding": 12, + "parameters": 919, + "cert_evals": { + "36": 0.6472275257110596, + "72": 0.5315487384796143, + "108": 0.41586998105049133, + "255": 0.0267686415463686 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/car/fold_3/result.json b/UCI_N4/sandwich/runs/car/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..48caa111ca52bfd0b60b77cc55f64cf41ea3131b --- /dev/null +++ b/UCI_N4/sandwich/runs/car/fold_3/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 22, + "best_val_acc": 0.8351648351648352, + "test_acc": 0.8484848484848485, + "train_size": 432, + "val_size": 273, + "test_size": 1023, + "stats": { + "mean": [ + [ + 0.006209462962963474, + 0.006209476851851934, + -0.0015661527777777126, + -0.017005416666666662, + 0.02267388888888889, + -0.04534777777777777 + ] + ], + "std": [ + [ + 1.0216642383326442, + 0.997836524752538, + 0.9973262178910823, + 0.9855809020000981, + 1.020073036790825, + 0.9917072748761516 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 4, + "depth": 4, + "padding": 12, + "parameters": 919, + "cert_evals": { + "36": 0.7497556209564209, + "72": 0.6207233667373657, + "108": 0.4809384047985077, + "255": 0.04496578872203827 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/cardiotocography-10clases/fold_0/result.json b/UCI_N4/sandwich/runs/cardiotocography-10clases/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..314ee0095bfbac26082fc9c6a782c0c7a60aba57 --- /dev/null +++ b/UCI_N4/sandwich/runs/cardiotocography-10clases/fold_0/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 64, + "best_val_acc": 0.6739811912225705, + "test_acc": 0.646551724137931, + "train_size": 531, + "val_size": 319, + "test_size": 1276, + "stats": { + "mean": [ + [ + 0.05696145216572526, + 0.04547308248587554, + 0.02537313540489641, + 0.00411199623352259, + 0.004895357815442945, + 0.008270713935970049, + 0.005839290018833664, + -0.016622836393596845, + 0.056058268926553946, + -0.03742293794726937, + 0.012369841544256039, + 0.0072619020715631285, + 0.009574918079096046, + 0.031539144971751344, + 0.013908543314500948, + 0.011100862523540712, + 0.04299334557438753, + 0.0388642668549907, + 0.03971033022598931, + 0.04886574700564973, + 0.01822254990583819 + ] + ], + "std": [ + [ + 0.9791003932834449, + 1.021744482805594, + 1.1340682159044895, + 1.0045684160238317, + 1.0167341100485954, + 1.0690427250537498, + 1.0300221271732741, + 1.0094253367928134, + 1.0210603991574776, + 0.9572713912379988, + 1.0483212024662971, + 1.0072461534048065, + 1.0014897901284459, + 0.9804849453944862, + 0.9885214019890697, + 1.0745697261946487, + 0.992143934303644, + 0.984246843865331, + 0.9805974247887139, + 1.1272267847632704, + 1.0038856117840471 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 10, + "depth": 4, + "padding": 42, + "parameters": 10387, + "cert_evals": { + "36": 0.5493730306625366, + "72": 0.4788401126861572, + "108": 0.3769592344760895, + "255": 0.11520376056432724 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/cardiotocography-10clases/fold_1/result.json b/UCI_N4/sandwich/runs/cardiotocography-10clases/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a29ab9ed937abb668e6a01123f3d7afbf05a7dcb --- /dev/null +++ b/UCI_N4/sandwich/runs/cardiotocography-10clases/fold_1/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 37, + "best_val_acc": 0.6352583586626139, + "test_acc": 0.6477093206951027, + "train_size": 531, + "val_size": 329, + "test_size": 1266, + "stats": { + "mean": [ + [ + 0.02423730847457605, + 0.013319074199623025, + 0.015243735216572874, + 0.004751267419963072, + -0.009100580225987828, + 0.008270713935970045, + 0.024992621468926206, + 0.03573573145009404, + -0.005775212429378253, + -0.0017990462335216943, + -0.04130081879472713, + 0.004844720715630924, + 0.008810358945386055, + 0.025032086685499028, + -0.003331445386064059, + 0.003099077212806293, + 0.013448002824858358, + 0.00903407777777766, + 0.006905300357815675, + 0.014681350583804143, + -0.02494074199623351 + ] + ], + "std": [ + [ + 0.9901364010340642, + 1.0331843009790576, + 1.0385537848348627, + 1.004594460707876, + 0.9939531654620118, + 1.0690427250537498, + 1.1059904833090093, + 1.0066519698467797, + 0.9947251360209003, + 1.007854194532267, + 0.9613978699084029, + 1.0039167957400732, + 1.0015612937949965, + 1.0093255157872945, + 0.9891264460600468, + 0.9170858677231267, + 1.0232842600875196, + 0.9997950684728752, + 1.0142818567858394, + 1.0064323164990734, + 0.9910108983737475 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 10, + "depth": 4, + "padding": 42, + "parameters": 10387, + "cert_evals": { + "36": 0.5434439182281494, + "72": 0.4447077512741089, + "108": 0.3507108986377716, + "255": 0.1050552949309349 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/cardiotocography-10clases/fold_2/result.json b/UCI_N4/sandwich/runs/cardiotocography-10clases/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..dd5e3d7ffeaeb85ebc464ea063081f9eb21e9896 --- /dev/null +++ b/UCI_N4/sandwich/runs/cardiotocography-10clases/fold_2/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 45, + "best_val_acc": 0.6943620178041543, + "test_acc": 0.6065182829888712, + "train_size": 531, + "val_size": 337, + "test_size": 1258, + "stats": { + "mean": [ + [ + -0.017864035781544274, + 0.006498658568738066, + 0.055962871563087456, + 0.031599305084746454, + -0.01800729736346521, + 0.008270713935970026, + -0.010121785310734386, + 0.06804887372881353, + -0.026457461770244318, + -0.009681385969868147, + -0.06351851043314512, + 0.0022826497175141396, + 0.0007831224105461175, + 0.006246139887005633, + 0.020293879472693028, + -0.039576907721280453, + -0.031042671939736536, + -0.02997460489642182, + -0.02915410564971728, + -0.03835001242937842, + -0.02802381167608266 + ] + ], + "std": [ + [ + 0.9840240485333955, + 1.0369630058509158, + 1.3077211738329413, + 0.9781910820406798, + 0.9593815683814114, + 1.0690427250537495, + 0.9831811654899777, + 1.0030139105693259, + 0.9410382228102027, + 1.0102835335540883, + 0.9567918855139759, + 0.9840184308800868, + 0.9460545431142556, + 1.0343625123637432, + 0.9972026659995562, + 0.9845178278494092, + 0.982127775954673, + 0.9875424397739129, + 0.9974176458730358, + 0.9332863192875079, + 1.005191404704601 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 10, + "depth": 4, + "padding": 42, + "parameters": 10387, + "cert_evals": { + "36": 0.5365659594535828, + "72": 0.44594594836235046, + "108": 0.36565977334976196, + "255": 0.13275040686130524 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/cardiotocography-10clases/fold_3/result.json b/UCI_N4/sandwich/runs/cardiotocography-10clases/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..03929a3cf14c4a043ae70707c5c32c7ea4a30ada --- /dev/null +++ b/UCI_N4/sandwich/runs/cardiotocography-10clases/fold_3/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 26, + "best_val_acc": 0.7120253164556962, + "test_acc": 0.6403440187646599, + "train_size": 531, + "val_size": 316, + "test_size": 1279, + "stats": { + "mean": [ + [ + 0.00242115593220332, + -0.035886080602636754, + -0.03572555838041413, + -0.01890058003766386, + -0.032639473446328435, + 0.008270713935969828, + -0.010121798493407167, + 0.037159613276836166, + -0.026031056685498998, + -0.0068150113747645945, + -0.01142061785310738, + -0.00994834726930324, + -0.03017912354048965, + -0.07131180037664787, + -0.020571447269303055, + -0.026240708097928056, + 0.01977089152542346, + -0.0009897885122410945, + 0.008988329585687696, + -0.027821750659133063, + 0.07988433521657268 + ] + ], + "std": [ + [ + 0.9646815053252067, + 0.9964364169189934, + 0.8667767137648238, + 0.9918320242400497, + 0.9443068366192023, + 1.0690427250537484, + 0.9028491559082471, + 0.9963685539925591, + 0.9378981844514512, + 0.9990211691032591, + 0.9968931340694016, + 0.9947823538218709, + 1.01034823063542, + 0.9491639320099594, + 0.9768788202272297, + 0.8919007118681375, + 0.9486367993709804, + 0.9697075304143699, + 0.975375266216865, + 0.9399010412320569, + 0.9783943677709094 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 10, + "depth": 4, + "padding": 42, + "parameters": 10387, + "cert_evals": { + "36": 0.5465207099914551, + "72": 0.45191556215286255, + "108": 0.3659108877182007, + "255": 0.10633307695388794 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/cardiotocography-3clases/fold_0/result.json b/UCI_N4/sandwich/runs/cardiotocography-3clases/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..6bffadfbb5d06555c23a11082793398b31d3eb89 --- /dev/null +++ b/UCI_N4/sandwich/runs/cardiotocography-3clases/fold_0/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.8885448916408669, + "test_acc": 0.8380503144654088, + "train_size": 531, + "val_size": 323, + "test_size": 1272, + "stats": { + "mean": [ + [ + -0.030111656873823105, + -0.003732127118644177, + 0.01116787758945438, + -0.08985611299434969, + -0.00846454877589486, + 0.008270713935970052, + 0.01860809416195951, + 0.07714044712806034, + -0.005562035969867772, + -0.02718609557438801, + -0.012457818041431213, + 0.012724705461393555, + -0.02157851902071565, + -0.007921984030131852, + 0.03306414218455754, + 0.04044068926553697, + -0.048516965348399554, + -0.04458778192090391, + -0.03123695568738192, + 0.02170018583804156, + -0.018774542372881505 + ] + ], + "std": [ + [ + 1.0267196734843282, + 1.0079165135088577, + 0.9473557451244335, + 0.9914796817927604, + 1.004413984395137, + 1.0690427250537498, + 1.0265337126752654, + 1.0005000887455053, + 1.027745709308044, + 0.9908319242282088, + 1.0037543771306683, + 1.0398975301195088, + 1.0062327099761543, + 1.0841869723664168, + 1.0142218392015123, + 1.151741953917099, + 1.0734457791437295, + 1.0354213623061976, + 1.0200885928553527, + 1.1205840477329363, + 1.0030899076810105 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 10086, + "cert_evals": { + "36": 0.8105345368385315, + "72": 0.7783018350601196, + "108": 0.7303459048271179, + "255": 0.4874213635921478 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/cardiotocography-3clases/fold_1/result.json b/UCI_N4/sandwich/runs/cardiotocography-3clases/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3fdb57c424c93e1ffbf0c79b15814245fca122f2 --- /dev/null +++ b/UCI_N4/sandwich/runs/cardiotocography-3clases/fold_1/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 45, + "best_val_acc": 0.8865030674846626, + "test_acc": 0.8676122931442081, + "train_size": 531, + "val_size": 326, + "test_size": 1269, + "stats": { + "mean": [ + [ + 0.016391169491525318, + 0.0011396926553671261, + -0.02373987099811634, + 0.03607396610169575, + -0.010373017325799852, + 0.00827071393597003, + 0.012223685499058473, + 0.010651874764595136, + 0.01981098888888896, + 0.01887923308851223, + -0.018915777890772333, + -0.015072648775894497, + 0.009447557815442556, + -0.017157672448210953, + -0.006524062146892641, + -0.03690971751412391, + -0.03587095574387965, + -0.017897674387947204, + -0.022515022862523364, + 0.011496865838041524, + -0.04343927306967993 + ] + ], + "std": [ + [ + 0.9391569592897272, + 1.0230906606141204, + 0.9581004188558814, + 0.9835526445831309, + 0.9979926559581693, + 1.0690427250537498, + 1.0123898646052452, + 1.000643989202775, + 1.0328535759777588, + 1.0412458470198602, + 1.0101002215424937, + 1.0019895656154183, + 1.0176643747680885, + 0.9912502978877031, + 0.9736333689619006, + 0.8842664932785655, + 1.039084545290219, + 0.9977498578188039, + 0.9855549645903211, + 1.0605253991894208, + 1.000119457990836 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 10086, + "cert_evals": { + "36": 0.834515392780304, + "72": 0.7935382127761841, + "108": 0.7565011978149414, + "255": 0.5224586129188538 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/cardiotocography-3clases/fold_2/result.json b/UCI_N4/sandwich/runs/cardiotocography-3clases/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a7f15244634c06a0a195a6eb5b8ab38ee796f7ea --- /dev/null +++ b/UCI_N4/sandwich/runs/cardiotocography-3clases/fold_2/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 56, + "best_val_acc": 0.8757575757575757, + "test_acc": 0.866403162055336, + "train_size": 531, + "val_size": 330, + "test_size": 1265, + "stats": { + "mean": [ + [ + 0.011989649905837963, + 0.017703763653483834, + -0.04815508248587558, + 0.0878522580037672, + -0.0001940107344639859, + -0.0574620999999995, + 0.04414582297551817, + 0.04154100908662901, + 0.0033932510357819923, + 0.013044282391713674, + -0.042404981242937984, + 0.04134378888888889, + -0.01985842806026365, + 0.05704191233521654, + 0.04647320527306972, + -0.06624954802259869, + 0.0383948538606398, + 0.015676433521657228, + 0.03476359286252388, + 0.0983877023352167, + -0.00027604896421838714 + ] + ], + "std": [ + [ + 1.0121411725514342, + 1.0022698506112053, + 0.7850107263672123, + 1.021861659011844, + 1.0205680703685656, + 1.0, + 1.0504178369202641, + 0.9762037792485212, + 0.9969033920323853, + 1.0262088384173584, + 0.9577094393711939, + 1.018018865673482, + 1.0072567026892174, + 1.0240761987453126, + 0.9864342700743015, + 0.8655231462742808, + 1.0132444325659744, + 1.002180759880479, + 1.0086965056851351, + 1.1584443320466373, + 0.9678154222739248 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 10086, + "cert_evals": { + "36": 0.8395256996154785, + "72": 0.8063241243362427, + "108": 0.7652173638343811, + "255": 0.5256916880607605 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/cardiotocography-3clases/fold_3/result.json b/UCI_N4/sandwich/runs/cardiotocography-3clases/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..05bf474e6be7296727bb86e331bf985ad15f16f8 --- /dev/null +++ b/UCI_N4/sandwich/runs/cardiotocography-3clases/fold_3/result.json @@ -0,0 +1,72 @@ +{ + "best_epoch": 34, + "best_val_acc": 0.8817891373801917, + "test_acc": 0.8689547581903276, + "train_size": 531, + "val_size": 313, + "test_size": 1282, + "stats": { + "mean": [ + [ + 0.07590710470809812, + -0.024193697175141464, + -0.04779198342749522, + -0.03360304143126111, + 0.029070319209039387, + -0.024595693032014893, + 0.005839325800377342, + 0.06772045080037671, + 0.004032814877590208, + -0.01572106636534833, + -0.023934781092278794, + -0.0005697517890771726, + -0.008709438794726921, + -0.015583420433144993, + -0.012270593220338952, + 0.01910270809792879, + -0.009544668926553972, + -0.0007485035781543035, + 0.019792885216572968, + 0.012601643615819754, + 0.07063507344632772 + ] + ], + "std": [ + [ + 0.9774443663972388, + 0.9691878598072985, + 0.7938133543361705, + 1.0258465761633682, + 0.9993132346074002, + 0.7566415100311142, + 1.0194614547438874, + 0.9883543548463236, + 0.9952655430481072, + 0.9924332095258233, + 1.0409700820319554, + 0.9838443180700808, + 0.9913771235918427, + 0.9821486224205357, + 0.9651162627503362, + 1.033340912804804, + 1.0105779866484361, + 1.0049118298763688, + 0.989141891228224, + 1.0204876585018856, + 0.9866082018247349 + ] + ] + }, + "width": 64, + "in_features": 21, + "out_features": 3, + "depth": 4, + "padding": 42, + "parameters": 10086, + "cert_evals": { + "36": 0.8439937829971313, + "72": 0.8112324476242065, + "108": 0.772230863571167, + "255": 0.5507020354270935 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/chess-krvk/fold_0/result.json b/UCI_N4/sandwich/runs/chess-krvk/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c8caea9884f069685fe49f6bd7c81684f5c0bf4a --- /dev/null +++ b/UCI_N4/sandwich/runs/chess-krvk/fold_0/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 25, + "best_val_acc": 0.24420255560814008, + "test_acc": 0.2098001902949572, + "train_size": 7014, + "val_size": 4226, + "test_size": 16816, + "stats": { + "mean": [ + [ + 0.012324607927003232, + 0.007078780439120998, + 0.0020496236099223986, + -0.024108994297119334, + -0.0005551300684344027, + 0.00494480253777899 + ] + ], + "std": [ + [ + 0.999931915679557, + 1.0057899986789152, + 1.0018138589619487, + 0.9949807268406698, + 1.0000689847213224, + 1.0016960231746526 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 18, + "depth": 4, + "padding": 12, + "parameters": 1101, + "cert_evals": { + "36": 0.1080518513917923, + "72": 0.04935775324702263, + "108": 0.02432207390666008, + "255": 0.0018434823723509908 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/chess-krvk/fold_1/result.json b/UCI_N4/sandwich/runs/chess-krvk/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ae5d50aa031b866a6cc26a19cb28d36d8ba4cb3d --- /dev/null +++ b/UCI_N4/sandwich/runs/chess-krvk/fold_1/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.24379285883187515, + "test_acc": 0.2032355915065723, + "train_size": 7014, + "val_size": 4229, + "test_size": 16813, + "stats": { + "mean": [ + [ + 0.02662805560307895, + 0.005693713430283323, + -0.0016727181351587745, + 0.014426962075848423, + -0.007343462446535813, + 0.00437411206158899 + ] + ], + "std": [ + [ + 0.9852094089714073, + 0.9988688121679218, + 1.0043106562162794, + 0.9917902725212167, + 0.9953541320225967, + 0.995076350426718 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 18, + "depth": 4, + "padding": 12, + "parameters": 1101, + "cert_evals": { + "36": 0.10592993348836899, + "72": 0.048058051615953445, + "108": 0.022482601925730705, + "255": 0.0 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/chess-krvk/fold_2/result.json b/UCI_N4/sandwich/runs/chess-krvk/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4bf46a9ab0bc224e359129f12c61f2d73a33964d --- /dev/null +++ b/UCI_N4/sandwich/runs/chess-krvk/fold_2/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.2234902520209225, + "test_acc": 0.19499881206937514, + "train_size": 7014, + "val_size": 4206, + "test_size": 16836, + "stats": { + "mean": [ + [ + 0.009281328200740034, + -0.0021550139720564235, + -0.004650539349872485, + 0.006120143427431122, + -0.0004934166951813222, + 0.0024717757342437065 + ] + ], + "std": [ + [ + 0.9905305563279689, + 1.0007194352174467, + 1.0073929861352688, + 0.996792137495875, + 0.995664797353786, + 0.9984373474066448 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 18, + "depth": 4, + "padding": 12, + "parameters": 1101, + "cert_evals": { + "36": 0.11237823218107224, + "72": 0.060346875339746475, + "108": 0.0326680913567543, + "255": 0.0013661201810464263 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/chess-krvk/fold_3/result.json b/UCI_N4/sandwich/runs/chess-krvk/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0f24aa5c8d67f8a8f6d6d84481f30af4f5df9099 --- /dev/null +++ b/UCI_N4/sandwich/runs/chess-krvk/fold_3/result.json @@ -0,0 +1,42 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.253864168618267, + "test_acc": 0.23950632005723826, + "train_size": 7014, + "val_size": 4270, + "test_size": 16772, + "stats": { + "mean": [ + [ + 0.0038034088964931244, + -0.012312182207011678, + 0.00825354519532299, + -0.012616928286283908, + 0.00814625808383194, + 0.012173608639860799 + ] + ], + "std": [ + [ + 0.9903915605524702, + 0.991199162231707, + 1.011474563134033, + 0.9971077092137348, + 0.999255185770078, + 1.0033642166267953 + ] + ] + }, + "width": 32, + "in_features": 6, + "out_features": 18, + "depth": 4, + "padding": 12, + "parameters": 1101, + "cert_evals": { + "36": 0.13254232704639435, + "72": 0.05831146985292435, + "108": 0.02164321392774582, + "255": 5.962318027741276e-05 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/chess-krvkp/fold_0/result.json b/UCI_N4/sandwich/runs/chess-krvkp/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7d59686520987e41a4c3ea59528bd7686510c6b0 --- /dev/null +++ b/UCI_N4/sandwich/runs/chess-krvkp/fold_0/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 52, + "best_val_acc": 0.9806034482758621, + "test_acc": 0.9736161407139162, + "train_size": 799, + "val_size": 464, + "test_size": 1933, + "stats": { + "mean": [ + [ + -0.012910581977471696, + 0.0232343479349185, + 0.01974840050062684, + -0.006236645807259704, + 0.016582745932415422, + 0.011297774718398169, + 0.042862941176470284, + 0.03031926157697225, + 0.0180404605757215, + -0.010202853566957767, + -0.00189366082603287, + -0.016319619524404437, + 0.0033822653316640658, + -0.03204078085106409, + 0.0705100575719649, + 0.02903828535669439, + -0.03100208760951203, + -0.008096886107634134, + -0.03482669524405622, + 0.019232514392990924, + 0.012952405506882283, + 0.028141539424280874, + 0.012118360450564641, + -0.021248015018773447, + -0.016025085481852858, + 5.306633288432277e-07, + -0.020626277847311296, + -0.017688700000000283, + 0.0857653942428025, + -0.03719805506883507, + 0.005740868585732433, + 0.07288125406758252, + 0.025791864831039592, + -0.00712086608260405, + -0.040342160200250346, + -0.05876795494368149 + ] + ], + "std": [ + [ + 0.9837163023685394, + 1.0378682164982054, + 1.0465982807867846, + 0.9915165284267596, + 1.005530465952035, + 1.0006602278791406, + 1.010781822340367, + 1.0199155022259125, + 1.0041109770934162, + 0.9954304425556489, + 0.999580748645936, + 0.9784729377035531, + 1.001226355888721, + 0.7309839212424674, + 1.0450840322089407, + 1.0585050069556725, + 0.9104979964986178, + 1.0030733244153598, + 0.7855814376765642, + 1.0182546843992308, + 1.0103378991543899, + 1.020315666869466, + 1.0226041285721963, + 0.9944445166738229, + 0.8530722671343124, + 0.9998428506463546, + 0.958403864877632, + 1.0, + 1.297598626233983, + 0.9108937768595846, + 1.0046803731698561, + 1.1311938967311475, + 1.0059129579966133, + 1.0017029704517841, + 1.020154120299574, + 0.9629351207831572 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 2, + "depth": 4, + "padding": 72, + "parameters": 29093, + "cert_evals": { + "36": 0.9570615887641907, + "72": 0.9399896860122681, + "108": 0.9213657975196838, + "255": 0.5778582692146301 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/chess-krvkp/fold_1/result.json b/UCI_N4/sandwich/runs/chess-krvkp/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..21519b34c0efda9c6021dc0b1e6b42552c3c18d6 --- /dev/null +++ b/UCI_N4/sandwich/runs/chess-krvkp/fold_1/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 34, + "best_val_acc": 0.991130820399113, + "test_acc": 0.9820143884892086, + "train_size": 799, + "val_size": 451, + "test_size": 1946, + "stats": { + "mean": [ + [ + -0.0009927534418022186, + 0.018342768460575525, + -0.06582760575719632, + -0.0020792615769724375, + 0.051078400500625745, + 0.011297774718398223, + -0.03506647058823558, + -0.021223376720899582, + -0.03866361702127398, + -0.02380752190237722, + -0.014526558197747444, + 0.016318818523153884, + 0.006087788485606497, + 0.07781297659574443, + -0.04009326658322881, + 0.017423181476844563, + -0.016413096370462833, + -0.032386387984980926, + 0.020896709511889343, + 0.0017488035043802706, + 0.0032379173967446036, + -0.04377830913642133, + 0.00134634543179087, + -0.008370843554443178, + -0.01602508548185286, + -0.05699136670838574, + 0.012376380475592372, + -0.017688700000000283, + 0.023390775969961416, + 0.03719677847309204, + 0.005740868585732397, + -0.004124948685859613, + 0.002579862327909166, + -0.025243699624531293, + -0.02052447684605754, + 0.019589255319148336 + ] + ], + "std": [ + [ + 0.9986195311743077, + 1.0300230852190024, + 0.8216604611116667, + 0.9970790771407829, + 1.0163955081800622, + 1.0006602278791408, + 0.9894273630441428, + 0.9849960711322177, + 0.9895223747807858, + 0.9893503391280706, + 0.9977270081722001, + 1.0205058915949463, + 1.0023223894472089, + 1.4564544306041578, + 0.9790108101412359, + 1.0355371587989588, + 0.9537117155994841, + 1.0123108404588719, + 1.108181480971759, + 1.001546561141509, + 1.0024924985959782, + 0.9655037096440781, + 1.0024053099202712, + 0.9977739015125082, + 0.8530722671343125, + 1.021876104669329, + 1.0237032374075374, + 1.0, + 1.0898218142005072, + 1.080220497632301, + 1.0046803731698557, + 0.9917285097795778, + 1.000482486194206, + 1.0061895454376688, + 1.0104282205557285, + 1.0110875620192163 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 2, + "depth": 4, + "padding": 72, + "parameters": 29093, + "cert_evals": { + "36": 0.9660843014717102, + "72": 0.9491264224052429, + "108": 0.9218910932540894, + "255": 0.5868448615074158 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/chess-krvkp/fold_2/result.json b/UCI_N4/sandwich/runs/chess-krvkp/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3bf601cad037f8606cc65779a578f176e5a3b566 --- /dev/null +++ b/UCI_N4/sandwich/runs/chess-krvkp/fold_2/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 50, + "best_val_acc": 0.9852631578947368, + "test_acc": 0.9724245577523413, + "train_size": 799, + "val_size": 475, + "test_size": 1922, + "stats": { + "mean": [ + [ + 0.04270595118898613, + -0.035464605757197565, + -0.026330987484355414, + 0.010392891113891287, + 0.024543281602002653, + -0.001253777221526715, + -0.011687647058824222, + -0.02728721652065032, + 0.0025757121401775553, + -0.07006339424280264, + -0.0018936608260329234, + -0.004080205256570354, + 0.04125958948685799, + -0.03204078085106409, + -0.02626784230287835, + -0.023229682102629934, + 0.041942868585731145, + 0.01619261576971138, + 0.006965858322903206, + -0.001747938673341953, + -0.05828717396746041, + 0.04064933917396773, + 0.06597843554443104, + -0.018672580725907748, + 0.005341821777221022, + -0.005427269086358065, + 0.03437815269086148, + -0.017688700000000283, + -0.007796533166459127, + -6.382978713675692e-07, + -0.04346299874843527, + 0.01787682352940982, + -0.03610680851063828, + 0.04465865832290276, + 0.019110889862328, + 0.03990408760951166 + ] + ], + "std": [ + [ + 1.0503026614950781, + 0.9377299469744113, + 0.9332222466570044, + 1.0134812577120929, + 1.0081529457229899, + 0.9997466732969692, + 0.9965218768327301, + 0.9806280790356154, + 1.0004721494235536, + 0.9669617912464558, + 0.9995807486459362, + 0.9945690429937961, + 1.0158077550757176, + 0.7309839212424674, + 0.9989487460582208, + 0.9496723729602274, + 1.1079472020538745, + 0.9931560757473815, + 1.0372639011971079, + 0.998134626824417, + 0.9489971567418679, + 1.0290373693626786, + 1.116580541935386, + 0.9951246155880097, + 1.0441402229839951, + 1.0021017867674258, + 1.064445876205708, + 1.0, + 0.9678679341238935, + 0.999842760601726, + 0.9613338278133499, + 1.0340832941176457, + 0.9901571062749744, + 0.9869400115230125, + 0.9895000075374855, + 1.0222216905424544 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 2, + "depth": 4, + "padding": 72, + "parameters": 29093, + "cert_evals": { + "36": 0.958897054195404, + "72": 0.9417273998260498, + "108": 0.915712833404541, + "255": 0.6035380363464355 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/chess-krvkp/fold_3/result.json b/UCI_N4/sandwich/runs/chess-krvkp/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..4a57469903b5d2d21806c643cb7473f4c1033500 --- /dev/null +++ b/UCI_N4/sandwich/runs/chess-krvkp/fold_3/result.json @@ -0,0 +1,102 @@ +{ + "best_epoch": 28, + "best_val_acc": 0.9672489082969432, + "test_acc": 0.9649303764827231, + "train_size": 799, + "val_size": 458, + "test_size": 1939, + "stats": { + "mean": [ + [ + 0.0029798560700874874, + -0.015898287859826204, + 0.013165630788484818, + -0.002079261576972459, + 0.06434595994993732, + -0.0087847083854817, + -0.035066470588235754, + -0.021223376720899842, + 0.012885544430540316, + -0.0755052615769703, + -0.07516446558197788, + 0.004079404255319092, + 0.041259589486858005, + 0.04119505744680826, + -0.0069122853566958315, + -0.029037234042554844, + -0.01641309637046286, + -0.037784055068836316, + -0.03482669524405622, + -0.04370884480600792, + -0.035620035043805974, + 0.04690323904881119, + -0.009425669586981995, + -0.00064454067584565, + -0.05875890000000068, + -0.04884966708385503, + 0.0453790387984959, + -0.017688700000000283, + 0.002599236545681054, + 0.030997209011264834, + -0.05002351439299086, + 0.006875937421775107, + -0.010315694618272687, + -0.04077755694618336, + 0.004955401752189988, + 0.10084858448060059 + ] + ], + "std": [ + [ + 1.003506639923147, + 0.9726497119550556, + 1.031291250931018, + 0.9970790771407828, + 1.0202330509186042, + 0.9991224561764447, + 0.9894273630441432, + 0.9849960711322175, + 1.0029259974983142, + 0.9641477850388797, + 0.9865314194046129, + 1.0050737920779802, + 1.0158077550757172, + 1.2629201270580204, + 0.9808444007141872, + 0.9366196797544946, + 0.9537117155994845, + 1.0142732074093561, + 0.7855814376765643, + 0.9552444287880467, + 0.9695039665985851, + 1.033313842690941, + 0.9816728244810887, + 0.9996865943557063, + 1.0, + 1.0189528540341442, + 1.0840757895240576, + 1.0, + 1.0102634466126872, + 1.067334702526026, + 0.9552142319361535, + 1.0131869855246693, + 0.9972193469515207, + 1.0097604697449478, + 0.9972056619226006, + 1.052569358911855 + ] + ] + }, + "width": 128, + "in_features": 36, + "out_features": 2, + "depth": 4, + "padding": 72, + "parameters": 29093, + "cert_evals": { + "36": 0.9525529146194458, + "72": 0.937080979347229, + "108": 0.9138731360435486, + "255": 0.562145471572876 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/congressional-voting/fold_0/result.json b/UCI_N4/sandwich/runs/congressional-voting/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0d84a70a24e357a7b567a648b370ae3f1b64cb56 --- /dev/null +++ b/UCI_N4/sandwich/runs/congressional-voting/fold_0/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.5964912280701754, + "test_acc": 0.5613382899628253, + "train_size": 109, + "val_size": 57, + "test_size": 269, + "stats": { + "mean": [ + [ + -0.05633650458715604, + -0.11779591743119261, + -0.04414557798165136, + -0.044145577981651356, + -0.1385431192660551, + -0.04414557798165139, + -0.026378550458715573, + 0.11256628440366967, + -0.10507706422018329, + -0.054913027522935885, + -0.05395532110091718, + 0.008270385321100901, + 0.10771073394495408, + 0.03500372477064211, + -0.000600422018348633, + -0.02276844036697253 + ] + ], + "std": [ + [ + 0.8184815616369955, + 0.8313668954689791, + 0.8538679440524577, + 0.8538679440524576, + 0.5219210944971431, + 0.8538679440524588, + 0.9259164552817457, + 1.2484961570437194, + 0.7457451590890042, + 0.7568400989501728, + 0.8761485096645807, + 1.012504902324288, + 1.1811957798165138, + 1.0783310548027614, + 0.9977827937237086, + 0.9845600817644352 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 5893, + "cert_evals": { + "36": 0.29739776253700256, + "72": 0.2899628281593323, + "108": 0.2565055787563324, + "255": 0.08921933174133301 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/congressional-voting/fold_1/result.json b/UCI_N4/sandwich/runs/congressional-voting/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d968a267aadf7f4ff70fc3578d7700d2bac38e9e --- /dev/null +++ b/UCI_N4/sandwich/runs/congressional-voting/fold_1/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 4, + "best_val_acc": 0.609375, + "test_acc": 0.5229007633587787, + "train_size": 109, + "val_size": 64, + "test_size": 262, + "stats": { + "mean": [ + [ + -0.00038625688073406236, + 0.057688394495412916, + 0.07259284403669729, + 0.07259284403669727, + -0.08832123853211014, + 0.01422363302752295, + -0.07830136697247703, + -0.08832123853211014, + 0.10401949541284418, + -0.054913027522935885, + -0.09670699082568791, + 0.043890183486238465, + -0.010408844036697309, + -0.05957216513761476, + 0.22344607339449585, + 0.020201284403669834 + ] + ], + "std": [ + [ + 0.9977358415203772, + 1.0666277227790677, + 1.1962128629178321, + 1.196212862917833, + 0.7346827772265264, + 1.0408721364505138, + 0.7595653225302291, + 0.7346827772265264, + 1.1887281938323424, + 0.7568400989501728, + 0.7623714803384029, + 1.0685939449541277, + 0.9788020482079224, + 0.8432648555935023, + 1.3191500469500397, + 1.0109306979905373 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 5893, + "cert_evals": { + "36": 0.2328244298696518, + "72": 0.221374049782753, + "108": 0.19847328960895538, + "255": 0.04198473319411278 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/congressional-voting/fold_2/result.json b/UCI_N4/sandwich/runs/congressional-voting/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..59491bef55f5035ca3be9a3f1dd9c75ad2b04a18 --- /dev/null +++ b/UCI_N4/sandwich/runs/congressional-voting/fold_2/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 2, + "best_val_acc": 0.7169811320754716, + "test_acc": 0.575091575091575, + "train_size": 109, + "val_size": 53, + "test_size": 273, + "stats": { + "mean": [ + [ + -0.05633650458715604, + -0.0008063761467889231, + -0.044145577981651335, + -0.10251478899082538, + -0.08832123853211014, + 0.014223633027522997, + -0.078301366972477, + -0.08832123853211014, + -0.14689637614678883, + -0.12773999999999977, + 0.03154801834862407, + 0.008270385321100882, + 0.028964348623853046, + -0.012284220183486308, + -0.0006004220183486534, + 0.04168614678899078 + ] + ], + "std": [ + [ + 0.8184815616369948, + 0.9978460372285823, + 0.853867944052458, + 0.6065906343935914, + 0.7346827772265261, + 1.0408721364505131, + 0.7595653225302292, + 0.7346827772265265, + 0.6117637925728782, + 1.0, + 1.062789656192666, + 1.0125049023242882, + 1.0520823572341493, + 0.9691144875367229, + 0.9977827937237085, + 1.023184850832101 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 5893, + "cert_evals": { + "36": 0.5677655935287476, + "72": 0.2857142984867096, + "108": 0.2637362778186798, + "255": 0.12820513546466827 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/congressional-voting/fold_3/result.json b/UCI_N4/sandwich/runs/congressional-voting/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..398dad91e5d601214a53445e64d46987ca739f69 --- /dev/null +++ b/UCI_N4/sandwich/runs/congressional-voting/fold_3/result.json @@ -0,0 +1,62 @@ +{ + "best_epoch": 1, + "best_val_acc": 0.6056338028169014, + "test_acc": 0.5686274509803921, + "train_size": 109, + "val_size": 71, + "test_size": 255, + "stats": { + "mean": [ + [ + -0.0003862568807340379, + -0.05930114678899078, + 0.014223633027522962, + -0.04414557798165134, + -0.03809935779816519, + -0.04414557798165141, + -0.026378550458715615, + 0.012122522935779772, + -0.02143844036697227, + 0.017913944954128333, + -0.0967069908256879, + 0.07950998165137609, + 0.028964348623853057, + -0.012284220183486292, + -0.0006004220183485913, + -0.02276844036697257 + ] + ], + "std": [ + [ + 0.9977358415203773, + 0.9202474953183722, + 1.0408721364505134, + 0.8538679440524575, + 0.8955844252869521, + 0.8538679440524586, + 0.9259164552817456, + 1.0292422785092563, + 0.9536270350654188, + 1.0653667607530586, + 0.7623714803384029, + 1.1207507845689388, + 1.0520823572341482, + 0.9691144875367229, + 0.9977827937237086, + 0.9845600817644354 + ] + ] + }, + "width": 64, + "in_features": 16, + "out_features": 2, + "depth": 4, + "padding": 32, + "parameters": 5893, + "cert_evals": { + "36": 0.529411792755127, + "72": 0.27843138575553894, + "108": 0.2666666805744171, + "255": 0.12156863510608673 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/conn-bench-sonar-mines-rocks/fold_0/result.json b/UCI_N4/sandwich/runs/conn-bench-sonar-mines-rocks/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5fbd823cf7e6d5cffa64437f640836e0f3ee4682 --- /dev/null +++ b/UCI_N4/sandwich/runs/conn-bench-sonar-mines-rocks/fold_0/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.7878787878787878, + "test_acc": 0.7723577235772358, + "train_size": 52, + "val_size": 33, + "test_size": 123, + "stats": { + "mean": [ + [ + 0.07224829615384616, + 0.06143836403846155, + 0.17981892115384618, + 0.18359467307692307, + 0.17865188250000005, + 0.18166694038461537, + 0.13145928269230767, + 0.3580806807692308, + 0.2723380293846154, + 0.32641636923076933, + 0.3547530749999999, + 0.27079468269230766, + 0.2390470615384616, + 0.08077609423076923, + 0.06372549615384623, + 0.027136992307692294, + -0.0707615403846154, + -0.013202551923076929, + 0.07079190192307686, + 0.14980152423076923, + 0.19067387173076927, + 0.18353470192307691, + 0.09474908461538462, + 0.11814903269230771, + 0.12851396730769224, + 0.09148541923076925, + 0.007863109038461517, + -0.03280788846153844, + -0.038817317307692306, + -0.030111546153846168, + -0.06803155000000002, + -0.1759780653846154, + -0.09925099846153843, + -0.06391267884615386, + -0.10967796730769228, + -0.09900584423076922, + -0.07212157115384613, + -0.04979613730769235, + -0.014902880769230744, + -0.06563232307692309, + -0.19819578653846154, + -0.09516337250000001, + 0.028546435961538493, + 0.02690762884615383, + -0.051032306153846144, + -0.1709350942307693, + -0.15902759326923072, + 0.05230017500000001, + -0.06006629230769232, + -0.14417805423076924, + 0.04664167115384615, + 0.035231851923076866, + 0.10847407884615384, + 0.0320697788461538, + 0.014380650000000059, + 0.1584930519230769, + 0.24879878846153847, + -0.06910759711538458, + -0.04868835576923079, + -0.009460907692307728 + ] + ], + "std": [ + [ + 0.8826781365757673, + 0.8736204750730865, + 1.0631193826022287, + 1.0559935051069889, + 1.0948164691784295, + 0.9911164668100656, + 1.058133601574446, + 1.1345779651029129, + 1.2612720115229583, + 1.3050289136088924, + 1.2242580940441732, + 1.1507745621698449, + 0.9449561434126305, + 0.9761316418147328, + 1.0515687251009254, + 1.0336058228027496, + 1.0092336792759293, + 0.9721128786372969, + 0.9828570204269845, + 1.0526094050032175, + 1.007626826074757, + 0.9451553241613345, + 1.0688742655635421, + 1.1766129754915444, + 1.0893546356638915, + 0.9472223527353211, + 0.9975324667404246, + 0.9442106678014526, + 0.9147349976996598, + 0.8924870761180707, + 0.9115618167344114, + 0.9476131762252616, + 0.9936735012487963, + 1.091198911266045, + 1.0880994377807855, + 1.058748260466537, + 1.0322810862952991, + 1.0794760575131008, + 1.0563032817583005, + 1.063491740689508, + 0.9911947467095144, + 0.9289066519838143, + 1.060366924720947, + 1.0624085035469397, + 0.8715483240662897, + 0.6896203094035522, + 0.7267883935975691, + 0.928021673885073, + 0.8751357100836189, + 0.7223660360736314, + 0.7383172079055456, + 0.8199366242592814, + 1.0798630214435168, + 1.1347800621794066, + 0.9003324355296055, + 1.2234839576090903, + 1.1067568444114322, + 0.7263873158583661, + 0.9265847016853823, + 0.8105858418957635 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 2, + "depth": 4, + "padding": 120, + "parameters": 80165, + "cert_evals": { + "36": 0.7317072749137878, + "72": 0.6747967004776001, + "108": 0.6097560524940491, + "255": 0.39024388790130615 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/conn-bench-sonar-mines-rocks/fold_1/result.json b/UCI_N4/sandwich/runs/conn-bench-sonar-mines-rocks/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..02794575f187afda795c03f990d7d674691179ff --- /dev/null +++ b/UCI_N4/sandwich/runs/conn-bench-sonar-mines-rocks/fold_1/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 4, + "best_val_acc": 0.896551724137931, + "test_acc": 0.8661417322834646, + "train_size": 52, + "val_size": 29, + "test_size": 127, + "stats": { + "mean": [ + [ + -0.1496621807692307, + -0.08903577807692303, + -0.14030929807692305, + -0.035338826923076924, + 0.08386959669423068, + 0.09199651153846154, + 0.14088967307692307, + 0.07056369423076922, + -0.0025582480769230555, + 0.009174194230769301, + 0.0818218730769231, + 0.08237485384615381, + 0.04123067288461538, + -0.00616768461538463, + -0.028849084615384605, + -0.04050276923076927, + -0.0212545653846154, + -0.05132907923076921, + -0.04626740192307692, + -0.07403159615384614, + -0.05252051923076921, + 0.030670448076923096, + -0.021138782692307692, + 0.005048434615384597, + 0.09778213076923079, + 0.2050811269230769, + 0.18951900000000002, + 0.09827862115384613, + 0.07715956730769227, + 0.1654723846153846, + 0.07360706730769234, + -0.012788405769230859, + -0.07698564038461544, + -0.11772723500000001, + -0.012259624999999958, + 0.0018293673076923635, + -0.07115984249999997, + -0.07953136711538462, + -0.04274317096153846, + -0.03792623653846152, + -0.08625715769230768, + -0.05082718653846153, + 0.0639244403846154, + 0.05993298846153846, + 0.008120661730769264, + -0.03299837499999998, + -0.08261534326923076, + -0.13786070961538463, + -0.11194899807692303, + -0.1165946903846154, + -0.11254034384615383, + -0.09731205576923077, + -0.10915543461538466, + -0.020348332692307698, + -0.03527259615384616, + -0.05305450769230768, + -0.0766177076923077, + 0.017685547115384614, + 0.05708845576923076, + 0.13349773076923077 + ] + ], + "std": [ + [ + 0.808987901180408, + 0.6916743939877592, + 0.6533719713044063, + 0.7289409087743024, + 0.9799815957215703, + 1.1546934744155954, + 1.0489671907417901, + 1.0406351665781963, + 1.06602300100525, + 0.9855510401092009, + 0.941611877990984, + 0.874334438804182, + 0.8948617088044496, + 0.9284777014495024, + 0.9652796384670821, + 0.9176168045360895, + 0.9187448624511494, + 0.9637941840958039, + 1.036895695822955, + 1.080455047426266, + 1.0569445623516454, + 1.027280062203057, + 0.9972067893847262, + 0.9558109386682533, + 0.9135564279343454, + 0.9323450964074564, + 0.9165881179625035, + 0.9150530169961677, + 0.8966782811687405, + 0.9697039290944067, + 1.0552459326194796, + 1.0678782438443375, + 1.0350794282536124, + 0.981036806175182, + 1.0268794592105523, + 1.049486682131856, + 1.0562822257610098, + 1.0082564159163012, + 1.008195204043701, + 1.0704359719340684, + 1.0356445372719016, + 0.9497252302544834, + 1.0265656593627723, + 1.1425919880616457, + 0.984594565229331, + 0.9387504917802769, + 0.9538513934843633, + 0.9644663205759176, + 0.9826957464876444, + 0.906104614495397, + 0.6863012460053298, + 0.8135699574469399, + 0.8718984903633391, + 0.87106180576059, + 0.9705550873133266, + 0.7881063937322114, + 1.0305107562527829, + 0.9850679024115949, + 1.0840227025091698, + 0.955646054806482 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 2, + "depth": 4, + "padding": 120, + "parameters": 80165, + "cert_evals": { + "36": 0.8188976049423218, + "72": 0.7716535329818726, + "108": 0.6850393414497375, + "255": 0.3700787425041199 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/conn-bench-sonar-mines-rocks/fold_2/result.json b/UCI_N4/sandwich/runs/conn-bench-sonar-mines-rocks/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7ff841d59478df110c2f87490e9125708e9508f7 --- /dev/null +++ b/UCI_N4/sandwich/runs/conn-bench-sonar-mines-rocks/fold_2/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.9393939393939394, + "test_acc": 0.8130081300813008, + "train_size": 52, + "val_size": 33, + "test_size": 123, + "stats": { + "mean": [ + [ + -0.11352727307692301, + 0.005484550769230757, + 0.14128544711538463, + 0.01698709807692309, + -0.05546616484423073, + 0.015633542307692313, + 0.01695465576923076, + 0.007012186538461534, + 0.16428315769230764, + 0.1885259807692308, + 0.17271181923076925, + 0.10288603057692303, + 0.035842053846153805, + 0.06598513846153845, + 0.024155067307692363, + -0.031890009615384636, + -0.09900835576923078, + -0.06074108884615382, + -0.057217736538461544, + -0.05421212307692307, + 0.009597998076923055, + 0.08198633076923077, + 0.0738865326923077, + 0.11153800000000001, + 0.12820763269230767, + 0.1497061423076923, + 0.17804224999999999, + 0.12074562557692313, + 0.011866653846153862, + 0.02657458461538462, + 0.08961283461538459, + 0.012436888461538488, + -0.15344758865384617, + -0.25327539384615383, + -0.1676381884615385, + -0.08097806538461542, + 0.010272027115384563, + 0.0761040280769231, + 0.07725368461538452, + 0.01526856923076923, + 0.09035966538461546, + -0.018093585576923078, + -0.08110181153846155, + -0.05179539615384614, + -0.062206399423076895, + -0.05773718076923074, + -0.015536751903846145, + -0.05303988461538456, + -0.0334830886538462, + -0.019491399423076903, + -0.014853353461538439, + -0.04920472788461536, + -0.013006382692307706, + -0.11464770384615387, + -0.22059024807692304, + -0.20056836153846153, + -0.17135017615384612, + -0.09496722596153845, + -0.12957644230769227, + 0.05055160769230771 + ] + ], + "std": [ + [ + 0.7779847294085735, + 0.8164589056484339, + 0.8897943994160501, + 0.8232379895108087, + 0.8913136137549748, + 1.2277539871431498, + 1.148342655187086, + 1.0125738638827777, + 1.0308151593845143, + 1.0814728380420244, + 1.1275636354460448, + 1.0953105542528634, + 0.9617223163008869, + 0.9271042130221435, + 1.002366167344782, + 1.0134009310910002, + 0.9541301699800748, + 0.9039526162729385, + 0.8533527267834845, + 0.8674137383144989, + 0.8667342359963858, + 0.8682751705934699, + 0.8669633975953135, + 0.8844079338595519, + 0.8959832014657619, + 0.9477171784962183, + 0.9665146933040765, + 0.9608709208756278, + 0.9362600441482569, + 0.826100491116595, + 0.9039285396250091, + 0.9697986338184826, + 0.8888423793086146, + 0.878236080206782, + 0.9309060317786465, + 0.9900496254008503, + 1.00813869687356, + 1.0903606967893815, + 1.0386726650233546, + 0.9723646970288363, + 0.965534654631892, + 0.9659616919831083, + 0.9294069827841253, + 0.9165737515917189, + 0.890391924899276, + 0.8408198724294259, + 0.7367456383541913, + 0.9168199780746074, + 0.8757122466574018, + 0.8068953654942984, + 0.8229736283202036, + 0.7999629806684128, + 0.9417385941942646, + 0.873184043119562, + 0.7480790001744239, + 0.9895160335641305, + 1.0132212109764678, + 0.7628419936253807, + 0.961901997536315, + 1.3290599320503582 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 2, + "depth": 4, + "padding": 120, + "parameters": 80165, + "cert_evals": { + "36": 0.7804877758026123, + "72": 0.707317054271698, + "108": 0.6504064798355103, + "255": 0.3333333134651184 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/conn-bench-sonar-mines-rocks/fold_3/result.json b/UCI_N4/sandwich/runs/conn-bench-sonar-mines-rocks/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..8f5d3364bdf13e79205de9b101525dc7cdf05fa4 --- /dev/null +++ b/UCI_N4/sandwich/runs/conn-bench-sonar-mines-rocks/fold_3/result.json @@ -0,0 +1,150 @@ +{ + "best_epoch": 4, + "best_val_acc": 0.9696969696969697, + "test_acc": 0.7886178861788617, + "train_size": 52, + "val_size": 33, + "test_size": 123, + "stats": { + "mean": [ + [ + -0.11402919442307692, + -0.1958088194230769, + -0.192454475, + -0.2174456115384615, + -0.1483449469961539, + -0.09730015192307692, + -0.11111996346153846, + -0.1199549596153846, + -0.08601968673076922, + -0.1359838, + -0.07711971153846155, + 0.005683598076923046, + -0.07644932499999996, + -0.12452823865384616, + -0.18065320384615383, + -0.24127502307692308, + -0.2122367865384616, + -0.17662752923076924, + -0.13966792115384613, + -0.06574370384615388, + -0.007378620000000012, + -0.0002028721153846167, + 0.06875905961538463, + 0.10454161923076924, + 0.1822036923076923, + 0.14234525, + 0.08357052884615387, + 0.14328510769230768, + 0.2375776069230769, + 0.1643224807692307, + 0.10515068653846156, + 0.09213309999999994, + 0.013323825000000011, + -0.06487759653846153, + -0.13430994076923078, + -0.21115623846153847, + -0.22730641923076922, + -0.23543729230769228, + -0.22808152115384622, + -0.14895506923076926, + -0.001168684615384663, + -0.04320264326923076, + -0.018799333269230768, + -0.013186748076922994, + -0.07072882692307694, + -0.03641541923076926, + -0.009211202865384651, + 0.028638237499999993, + 0.052042886346153845, + -0.09590774230769232, + -0.057291330384615397, + 0.06657091249999998, + 0.02539913076923079, + -0.15310468230769228, + -0.20838050961538462, + -0.049366707692307735, + -0.07994125884615386, + -0.19751397115384617, + -0.2403308269230769, + -0.24415720000000002 + ] + ], + "std": [ + [ + 0.8763416312333093, + 0.602973469758421, + 0.5448117196260321, + 0.5663296924240132, + 0.686341085757452, + 0.8337013907572342, + 0.6813276818285096, + 0.7825144766842531, + 0.7861121760890293, + 0.7905273301791387, + 0.7805552299762032, + 0.9027317120726256, + 0.8667207852850977, + 0.8531311452416169, + 0.8318630140159454, + 0.8852179006046725, + 0.8740431599665568, + 0.8442406359472446, + 0.8609171894886277, + 0.886971626868803, + 0.9185053211820478, + 1.0100806480837976, + 0.9919727273312126, + 1.0562822860856174, + 0.9850251469218465, + 0.9910273621465151, + 1.0655846350198521, + 0.9906322053442151, + 0.8736899428048334, + 0.9821436750511889, + 0.9453561139667965, + 0.8625303165093016, + 1.0040239879345572, + 0.9847231539651756, + 0.9280844832031707, + 0.9503954469001101, + 0.9765763369138967, + 0.965164414073675, + 0.9709362119147936, + 1.0665530487737096, + 1.0793454570821943, + 1.0572717622116554, + 1.0593503627745042, + 1.0162684589041668, + 1.0177130607371694, + 1.0958546673800382, + 1.1902586310529617, + 1.1293249209196217, + 1.0653539976947333, + 0.9647675285784101, + 1.1814566025747812, + 1.13738601881979, + 1.0351334435322548, + 0.934859922308927, + 0.7895031892247589, + 0.9239212461978867, + 0.8971132845231489, + 0.7340435621135994, + 0.876038640540552, + 0.7272617950430326 + ] + ] + }, + "width": 256, + "in_features": 60, + "out_features": 2, + "depth": 4, + "padding": 120, + "parameters": 80165, + "cert_evals": { + "36": 0.7235772013664246, + "72": 0.6585365533828735, + "108": 0.5853658318519592, + "255": 0.27642273902893066 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/conn-bench-vowel-deterding/fold_0/result.json b/UCI_N4/sandwich/runs/conn-bench-vowel-deterding/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b475d8665b369d20d7d9b47a6c70a4add11b93c6 --- /dev/null +++ b/UCI_N4/sandwich/runs/conn-bench-vowel-deterding/fold_0/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 43, + "best_val_acc": 0.7425742574257426, + "test_acc": 0.775175644028103, + "train_size": 462, + "val_size": 101, + "test_size": 427, + "stats": { + "mean": [ + [ + -2.857142828580301e-07, + 2.385281389853348e-08, + -4.3088744564142115e-08, + -3.844155827509708e-08, + -8.807359302639395e-08, + -1.304545454734722e-07, + 2.852813846998729e-08, + -1.7538961132040442e-08, + 1.6883116991740976e-08, + 6.995670959114648e-08, + -9.999999998989893e-08 + ] + ], + "std": [ + [ + 0.9989172494309853, + 0.9989172586260624, + 0.9989172585041448, + 0.9989169579535073, + 0.9989173225330026, + 0.9989172947423731, + 0.9989172394761775, + 0.9989172874813478, + 0.9989173118500234, + 0.9989170573955074, + 0.9989173544054772 + ] + ] + }, + "width": 64, + "in_features": 11, + "out_features": 11, + "depth": 4, + "padding": 22, + "parameters": 3050, + "cert_evals": { + "36": 0.6440280675888062, + "72": 0.4871194064617157, + "108": 0.3161592483520508, + "255": 0.018735362216830254 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/conn-bench-vowel-deterding/fold_1/result.json b/UCI_N4/sandwich/runs/conn-bench-vowel-deterding/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..3c501557218890107902bd4b4520a37a6c6872d0 --- /dev/null +++ b/UCI_N4/sandwich/runs/conn-bench-vowel-deterding/fold_1/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 75, + "best_val_acc": 0.8611111111111112, + "test_acc": 0.8095238095238095, + "train_size": 462, + "val_size": 108, + "test_size": 420, + "stats": { + "mean": [ + [ + -2.857142828580301e-07, + 2.385281389853348e-08, + -4.3088744564142115e-08, + -3.844155827509708e-08, + -8.807359302639395e-08, + -1.304545454734722e-07, + 2.852813846998729e-08, + -1.7538961132040442e-08, + 1.6883116991740976e-08, + 6.995670959114648e-08, + -9.999999998989893e-08 + ] + ], + "std": [ + [ + 0.9989172494309853, + 0.9989172586260624, + 0.9989172585041448, + 0.9989169579535073, + 0.9989173225330026, + 0.9989172947423731, + 0.9989172394761775, + 0.9989172874813478, + 0.9989173118500234, + 0.9989170573955074, + 0.9989173544054772 + ] + ] + }, + "width": 64, + "in_features": 11, + "out_features": 11, + "depth": 4, + "padding": 22, + "parameters": 3050, + "cert_evals": { + "36": 0.6857143044471741, + "72": 0.5523809790611267, + "108": 0.380952388048172, + "255": 0.03809523954987526 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/conn-bench-vowel-deterding/fold_2/result.json b/UCI_N4/sandwich/runs/conn-bench-vowel-deterding/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..faf1d31b93d8974fa2962b5cbab6f4d4bd594757 --- /dev/null +++ b/UCI_N4/sandwich/runs/conn-bench-vowel-deterding/fold_2/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 51, + "best_val_acc": 0.8514851485148515, + "test_acc": 0.7985948477751756, + "train_size": 462, + "val_size": 101, + "test_size": 427, + "stats": { + "mean": [ + [ + -2.857142828580301e-07, + 2.385281389853348e-08, + -4.3088744564142115e-08, + -3.844155827509708e-08, + -8.807359302639395e-08, + -1.304545454734722e-07, + 2.852813846998729e-08, + -1.7538961132040442e-08, + 1.6883116991740976e-08, + 6.995670959114648e-08, + -9.999999998989893e-08 + ] + ], + "std": [ + [ + 0.9989172494309853, + 0.9989172586260624, + 0.9989172585041448, + 0.9989169579535073, + 0.9989173225330026, + 0.9989172947423731, + 0.9989172394761775, + 0.9989172874813478, + 0.9989173118500234, + 0.9989170573955074, + 0.9989173544054772 + ] + ] + }, + "width": 64, + "in_features": 11, + "out_features": 11, + "depth": 4, + "padding": 22, + "parameters": 3050, + "cert_evals": { + "36": 0.6674472689628601, + "72": 0.5175643563270569, + "108": 0.39110067486763, + "255": 0.028103042393922806 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/conn-bench-vowel-deterding/fold_3/result.json b/UCI_N4/sandwich/runs/conn-bench-vowel-deterding/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7ba9dc9ca8a4335b8a0dcaf707f101be78ce5b31 --- /dev/null +++ b/UCI_N4/sandwich/runs/conn-bench-vowel-deterding/fold_3/result.json @@ -0,0 +1,52 @@ +{ + "best_epoch": 53, + "best_val_acc": 0.7850467289719626, + "test_acc": 0.7410926365795725, + "train_size": 462, + "val_size": 107, + "test_size": 421, + "stats": { + "mean": [ + [ + -2.857142828580301e-07, + 2.385281389853348e-08, + -4.3088744564142115e-08, + -3.844155827509708e-08, + -8.807359302639395e-08, + -1.304545454734722e-07, + 2.852813846998729e-08, + -1.7538961132040442e-08, + 1.6883116991740976e-08, + 6.995670959114648e-08, + -9.999999998989893e-08 + ] + ], + "std": [ + [ + 0.9989172494309853, + 0.9989172586260624, + 0.9989172585041448, + 0.9989169579535073, + 0.9989173225330026, + 0.9989172947423731, + 0.9989172394761775, + 0.9989172874813478, + 0.9989173118500234, + 0.9989170573955074, + 0.9989173544054772 + ] + ] + }, + "width": 64, + "in_features": 11, + "out_features": 11, + "depth": 4, + "padding": 22, + "parameters": 3050, + "cert_evals": { + "36": 0.6128266453742981, + "72": 0.49643707275390625, + "108": 0.35154396295547485, + "255": 0.026128267869353294 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/connect-4/fold_0/result.json b/UCI_N4/sandwich/runs/connect-4/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..0a5715809212e6b1f27065ed0142096508b3cc11 --- /dev/null +++ b/UCI_N4/sandwich/runs/connect-4/fold_0/result.json @@ -0,0 +1,114 @@ +{ + "best_epoch": 53, + "best_val_acc": 0.8321139401034046, + "test_acc": 0.8182942821090136, + "train_size": 16889, + "val_size": 10251, + "test_size": 40417, + "stats": { + "mean": [ + [ + 0.030039043756277816, + 0.019902300550625314, + 0.02412979927762107, + 0.01985044289179096, + 0.04051709657175008, + 0.019031591236910044, + -0.0045395188821050255, + 0.00019764479838064707, + -0.0054407273373289445, + 0.0013942071762814724, + 0.0055600884599283544, + 0.001485642518807598, + -0.045466167742357476, + -0.01035231553081155, + -0.011896642548398602, + -0.003500336017520728, + -0.005169183847484449, + -0.004208846444423896, + -0.015666746284570425, + -0.004623683640220639, + -0.003240515128237825, + 0.007526564154155245, + 0.005614181419874743, + -0.0009578565812173992, + -0.008785680620530124, + 2.9899105920217333e-05, + 0.008153071703466623, + 0.012008136479367208, + 0.006621551092434575, + -0.0019656975546212823, + -0.013779740837230907, + -0.007963726330753096, + 0.0029912185446102466, + 0.006957733791219768, + 0.009923208727565623, + 0.008400017940669328, + 0.005648935283319054, + -0.0006844205696187397, + -0.00016250281250430496, + 0.005438035407640847, + 0.006130487891554314, + 0.0019121513411066388 + ] + ], + "std": [ + [ + 1.006531226467314, + 1.008924218376966, + 1.0197183666704737, + 1.023893878424687, + 1.1159454713651147, + 1.1190732652590052, + 1.0024169825217877, + 0.9994835093105424, + 0.9930989860238304, + 1.004612308430935, + 1.0242747269577495, + 0.9967703228906594, + 1.0081015996457976, + 1.0023951062831706, + 0.9892908401102037, + 0.9991151349692805, + 0.9863950858355114, + 0.960184531380724, + 0.9986346631032498, + 1.0001270989782147, + 0.9928951530660571, + 1.0169032842233705, + 1.013285375385304, + 0.970290472444351, + 0.9945759706604689, + 0.9972408901165424, + 1.0114521905940863, + 1.0290063758644428, + 1.023278904623385, + 0.9324949802555003, + 0.9965943679305745, + 0.9932874797871102, + 1.0036564691959504, + 1.0228377133115587, + 1.0386526847608728, + 1.1257342158605066, + 1.0035861966708441, + 1.000236858494279, + 0.9968329006749054, + 1.0125833294784417, + 1.0214319654141149, + 1.006766118353405 + ] + ] + }, + "width": 128, + "in_features": 42, + "out_features": 2, + "depth": 4, + "padding": 84, + "parameters": 39485, + "cert_evals": { + "36": 0.7257094979286194, + "72": 0.6106836199760437, + "108": 0.48511767387390137, + "255": 0.06831283867359161 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/connect-4/fold_1/result.json b/UCI_N4/sandwich/runs/connect-4/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e35e8a8afecbdff5642306588d98049ef195d601 --- /dev/null +++ b/UCI_N4/sandwich/runs/connect-4/fold_1/result.json @@ -0,0 +1,114 @@ +{ + "best_epoch": 44, + "best_val_acc": 0.8249310752264671, + "test_acc": 0.8184241706161137, + "train_size": 16889, + "val_size": 10156, + "test_size": 40512, + "stats": { + "mean": [ + [ + 0.027203261152216014, + 0.024381636864207697, + 0.020735522529443332, + 0.023047149623986126, + 0.020027097519112465, + 0.026940308105877917, + -0.00722533788855856, + -0.00531791621766461, + -0.009308466457466616, + 0.00578968973889537, + -0.0010269574279278557, + 0.004949220640663072, + -0.037384035289282136, + -0.016723926816264917, + -0.008892225590617149, + -0.008508028006396103, + -0.004554644798399636, + 0.0002488341287307118, + -0.014038076854764218, + 0.0028520603943621176, + 0.0008038332642066601, + 0.002791597607881187, + -0.00160992456626965, + -0.0009578257800985885, + 5.388069156555676e-05, + 0.010160649535196326, + 0.012398836639225969, + 5.7993960568914834e-05, + -0.003970593522402191, + 0.0032774340103030072, + -0.010958108650600418, + 0.003209088104681389, + 0.008421007164421582, + 0.007349537331987826, + 0.008767308745328259, + -0.0032300263189079456, + -0.0018860788679084654, + -0.009485176801493057, + -0.0028463511753280563, + 0.0013060429865429904, + -0.0015533507016145245, + 0.012107637870801016 + ] + ], + "std": [ + [ + 1.0053784970608792, + 1.0086117051709853, + 1.0174407281192794, + 1.0328236445577126, + 1.0555647249928823, + 1.1828794778966805, + 1.0020910755122447, + 1.0000565113338769, + 0.9890321160451245, + 1.0150152665488792, + 0.9899360205182285, + 1.0509979377431884, + 1.0058247313452429, + 0.9943794278675755, + 0.9914355031605685, + 0.98735263698585, + 0.9895129572809503, + 0.9832660190727348, + 1.0002454573596118, + 1.005345164132691, + 1.0022702027544366, + 1.0038695389702308, + 0.9884994910041733, + 1.0323210247180712, + 0.9997460580413666, + 1.0089872644160143, + 1.0235001251776934, + 0.9984386209085483, + 0.9823324227005963, + 1.0494438702787408, + 0.9933592013054958, + 1.0038908920524567, + 1.013697656799958, + 1.0183153010542547, + 1.0567215054144603, + 0.8880868673858706, + 1.0011297314158905, + 0.9952887406369397, + 0.9967427026967423, + 1.006175884588394, + 0.991937713430211, + 1.1100304287997806 + ] + ] + }, + "width": 128, + "in_features": 42, + "out_features": 2, + "depth": 4, + "padding": 84, + "parameters": 39485, + "cert_evals": { + "36": 0.7160347700119019, + "72": 0.5935031771659851, + "108": 0.45966628193855286, + "255": 0.05507010221481323 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/connect-4/fold_2/result.json b/UCI_N4/sandwich/runs/connect-4/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..5ae343de5dc23fb62cde686440464203a2d36ad5 --- /dev/null +++ b/UCI_N4/sandwich/runs/connect-4/fold_2/result.json @@ -0,0 +1,114 @@ +{ + "best_epoch": 47, + "best_val_acc": 0.8217986314760508, + "test_acc": 0.8158662644047678, + "train_size": 16889, + "val_size": 10230, + "test_size": 40438, + "stats": { + "mean": [ + [ + 0.025572694783573928, + 0.01329715524895377, + 0.021220418319602922, + 0.01865168985727237, + 0.01982012718339098, + 0.00963998614483818, + 0.002528423115643657, + 0.014210160400253889, + 0.019369405767058635, + 0.014451386997468231, + 0.013793931316224738, + 0.012371159470670088, + -0.039714018710444283, + 0.002464175676483553, + -0.003429649002305634, + -0.009634763751553201, + 0.0009762194327558758, + 0.0017347277695622, + -0.010497498845409039, + -0.009077317366310872, + -0.009626320682147567, + -0.007594781810667109, + -0.00470596897387065, + -0.0015970677600842312, + -0.009472249452314906, + -0.00820725051809292, + -0.0026667849487946728, + -0.015432931020187987, + 0.0013254907454667974, + 0.008520569927173222, + -0.01259168517970182, + -0.013636079637638902, + -0.01148821777488854, + 0.0004930685061226005, + 0.0037583447036442816, + 0.004523333086622283, + -0.0011041412753886373, + 0.0011898180472266853, + 0.004086905974287228, + 0.0047194280300578055, + 0.006496377523849094, + 0.0006377091894106407 + ] + ], + "std": [ + [ + 1.002340911028259, + 1.000241509886604, + 1.0182352047279812, + 1.026450786988581, + 1.0586830294039484, + 1.0573441287107759, + 0.9999723336345973, + 1.0051963116139528, + 1.0189730060934503, + 1.0249429350044355, + 1.0283337398578962, + 1.0717856671455852, + 1.007021137501264, + 1.0086278986575667, + 0.9953893180688569, + 0.98676435866359, + 1.0045070750637721, + 0.9894410915928983, + 1.0018969853345276, + 0.9951351558433682, + 0.9829488046935272, + 0.9826669281585328, + 0.9809482582136214, + 1.0155101449208117, + 0.9962026519420597, + 0.990863381380769, + 1.0019931559758173, + 0.9596014491771616, + 1.0169055158769793, + 1.076548189219986, + 0.9955495648295175, + 0.9907146280157456, + 0.9785756681213451, + 1.006526766910725, + 1.0173366899136054, + 1.0876518916773228, + 1.0029420841971977, + 0.9990722630784118, + 1.0096089946640998, + 1.0127375864747392, + 1.01584212211435, + 0.9362241233272562 + ] + ] + }, + "width": 128, + "in_features": 42, + "out_features": 2, + "depth": 4, + "padding": 84, + "parameters": 39485, + "cert_evals": { + "36": 0.7141055464744568, + "72": 0.5947129130363464, + "108": 0.46392008662223816, + "255": 0.05640733987092972 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/connect-4/fold_3/result.json b/UCI_N4/sandwich/runs/connect-4/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d4087f3c0abf2f8451c9e02acb86855ac562237d --- /dev/null +++ b/UCI_N4/sandwich/runs/connect-4/fold_3/result.json @@ -0,0 +1,114 @@ +{ + "best_epoch": 56, + "best_val_acc": 0.8292439656892081, + "test_acc": 0.8170119580729295, + "train_size": 16889, + "val_size": 10026, + "test_size": 40642, + "stats": { + "mean": [ + [ + 0.0255017919592495, + 0.022711381550094376, + 0.022287194327654584, + 0.02371314346613092, + 0.02809891444136949, + 0.011617169660734934, + -0.003762045615482179, + -0.0006222379063383423, + -0.0011956524365063191, + 0.008375274142948436, + -0.0028795755225458197, + 0.004949219420934186, + -0.03286969234417018, + -0.016504218603819, + -0.0016998223695865533, + -0.0031247556989696936, + -0.011519434898461321, + 0.0002488323820318791, + -0.012126160814738062, + -0.0071686163775022144, + 0.0038903055242530825, + 0.0026388575403812784, + 0.004066158683185444, + -0.0015970711824220074, + -0.004837915684773933, + -0.005745571910715695, + -0.003762464740373103, + -0.006138376635676964, + 0.001325493137553573, + 0.008520567025875392, + -0.0066514068920593425, + -0.003064876132393696, + 0.005525119900522458, + 0.009504424891937585, + 0.011849736177385477, + 0.008400017940669543, + -0.0067909446385286945, + -0.00818136082659884, + 0.004646044170746594, + 0.012444457339079356, + -0.0015533672804591957, + 0.00446103881223969 + ] + ], + "std": [ + [ + 1.0045809901782567, + 1.011044061995358, + 1.0172043141389446, + 1.0411444793879623, + 1.0848038904253097, + 1.0532589212327128, + 1.001732294856909, + 0.9979736375563433, + 0.9960552361012427, + 1.01505820099451, + 0.9927946698994767, + 1.0430998783719132, + 1.0035374294499668, + 0.9954329781752278, + 0.9998036225568965, + 0.9986000648188756, + 0.968307334521185, + 1.0041135888200137, + 1.0020709200665507, + 0.9957946771192316, + 1.0066983742054452, + 0.9982009085917064, + 1.0079501138389146, + 1.0086913740499897, + 0.9975519054988539, + 0.9949781645083238, + 0.9908446185534602, + 0.980252534332932, + 1.0196582337505167, + 1.129171084329408, + 0.9975018305111572, + 0.9962923547954192, + 1.0083259241822573, + 1.0245524736842544, + 1.0587730123334396, + 1.1257342158603454, + 1.000888709096108, + 0.9958781134180874, + 1.0074167017832345, + 1.03159906035601, + 0.975850670238492, + 1.1586868157131331 + ] + ] + }, + "width": 128, + "in_features": 42, + "out_features": 2, + "depth": 4, + "padding": 84, + "parameters": 39485, + "cert_evals": { + "36": 0.7192805409431458, + "72": 0.6028000712394714, + "108": 0.4762560725212097, + "255": 0.06325968354940414 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/contrac/fold_0/result.json b/UCI_N4/sandwich/runs/contrac/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..c8f42290b4c9a6c1946fe76b1938505340544aab --- /dev/null +++ b/UCI_N4/sandwich/runs/contrac/fold_0/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 34, + "best_val_acc": 0.6018957345971564, + "test_acc": 0.5055928411633109, + "train_size": 368, + "val_size": 211, + "test_size": 894, + "stats": { + "mean": [ + [ + 0.04983602472826088, + -0.03683848315217381, + -0.030433624999999895, + 0.04126441032608701, + 0.0759277635869569, + 0.038788576086956336, + -0.05566297010869535, + 0.0662070706521741, + 0.049484739130435086 + ] + ], + "std": [ + [ + 1.0349771394866476, + 1.0203618187773704, + 1.0773888859130338, + 0.9920452760418988, + 0.9188135203134653, + 0.9763026632803047, + 0.9941427090552807, + 0.9825316131926941, + 1.0760483787682442 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 3, + "depth": 4, + "padding": 18, + "parameters": 1950, + "cert_evals": { + "36": 0.3478747308254242, + "72": 0.2527964115142822, + "108": 0.16219238936901093, + "255": 0.030201341956853867 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/contrac/fold_1/result.json b/UCI_N4/sandwich/runs/contrac/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..cdaa82791fd23c88ba012d39bfcdf27b076fb2d7 --- /dev/null +++ b/UCI_N4/sandwich/runs/contrac/fold_1/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 25, + "best_val_acc": 0.5619047619047619, + "test_acc": 0.46368715083798884, + "train_size": 368, + "val_size": 210, + "test_size": 895, + "stats": { + "mean": [ + [ + -0.029433755434782626, + -0.071642726902174, + -0.09035044293478262, + 0.020525774456521734, + 0.007337516304348054, + 0.03878857608695629, + 0.035455372282608796, + -0.03957563858695622, + 0.049484739130434774 + ] + ], + "std": [ + [ + 1.034137512591575, + 1.0184105128981196, + 1.0653920839838686, + 1.048083233025277, + 0.9923881347533616, + 0.9763026632803046, + 0.9969044818106321, + 1.048729739192908, + 1.0760483787682442 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 3, + "depth": 4, + "padding": 18, + "parameters": 1950, + "cert_evals": { + "36": 0.367597758769989, + "72": 0.27374300360679626, + "108": 0.1731843501329422, + "255": 0.023463686928153038 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/contrac/fold_2/result.json b/UCI_N4/sandwich/runs/contrac/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f49573481f22c18aa0aec6513351e62f3c70e82a --- /dev/null +++ b/UCI_N4/sandwich/runs/contrac/fold_2/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 22, + "best_val_acc": 0.5241935483870968, + "test_acc": 0.5344224037339557, + "train_size": 368, + "val_size": 248, + "test_size": 857, + "stats": { + "mean": [ + [ + -0.0224978108695652, + 0.0756058451086956, + 0.07941412771739106, + 0.040112260869565215, + -0.03076817663043453, + -0.09286419021739152, + -0.046236899456521284, + 0.002180663043478335, + -0.06466629619565217 + ] + ], + "std": [ + [ + 1.0160308953617057, + 0.95882526146548, + 0.9253350657327032, + 1.0559034595300474, + 1.0290230539377072, + 1.0476659682160625, + 0.9462830856884548, + 0.9600526966125309, + 0.8858527840526336 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 3, + "depth": 4, + "padding": 18, + "parameters": 1950, + "cert_evals": { + "36": 0.395565927028656, + "72": 0.24154025316238403, + "108": 0.1551925390958786, + "255": 0.009334889240562916 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/contrac/fold_3/result.json b/UCI_N4/sandwich/runs/contrac/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..dd8dc3e37878a73fbef585b3195df17ab6cf738d --- /dev/null +++ b/UCI_N4/sandwich/runs/contrac/fold_3/result.json @@ -0,0 +1,48 @@ +{ + "best_epoch": 31, + "best_val_acc": 0.4588744588744589, + "test_acc": 0.5091533180778032, + "train_size": 368, + "val_size": 231, + "test_size": 874, + "stats": { + "mean": [ + [ + -0.05156334456521742, + -0.044870314673913024, + -0.03376221739130403, + 0.026286519021739164, + 0.06068548641304363, + -0.023903217391304493, + 0.03859739402173936, + -0.05627817934782584, + -0.01277946195652176 + ] + ], + "std": [ + [ + 1.0188547788894706, + 0.9948418681411789, + 0.9984372596511997, + 1.0660676802579363, + 0.9360979718845777, + 1.0130497245255512, + 0.9834396874521251, + 1.0057604797479107, + 0.9785587320331135 + ] + ] + }, + "width": 32, + "in_features": 9, + "out_features": 3, + "depth": 4, + "padding": 18, + "parameters": 1950, + "cert_evals": { + "36": 0.3798626959323883, + "72": 0.2665903866291046, + "108": 0.17391303181648254, + "255": 0.016018304973840714 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/credit-approval/fold_0/result.json b/UCI_N4/sandwich/runs/credit-approval/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..25152292745a9ac5a03e1ac1239184063e037abc --- /dev/null +++ b/UCI_N4/sandwich/runs/credit-approval/fold_0/result.json @@ -0,0 +1,60 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.85, + "test_acc": 0.8444976076555024, + "train_size": 172, + "val_size": 100, + "test_size": 418, + "stats": { + "mean": [ + [ + 0.04231717441860458, + -0.04319939244186043, + 0.01132773546511633, + 0.10497429069767436, + 0.1039714651162791, + -0.016887567441860464, + 0.12197747790697662, + 0.056721959767441876, + 0.023127069767441777, + 0.01803883720930219, + 0.02175907906976748, + -0.014331000000000156, + 0.026975616279069855, + -0.07794171941860471, + 0.08645942000000016 + ] + ], + "std": [ + [ + 0.9668001544731439, + 0.9828833679832603, + 1.0033612624654744, + 1.0683622008830216, + 1.0656041538091992, + 1.0007415139821727, + 1.1272056598607636, + 1.0528268054248064, + 1.0000784525981627, + 0.9964680315230805, + 0.9149454309542941, + 1.0003809007273163, + 1.0289037612452905, + 0.9424723282553955, + 1.5519077166103805 + ] + ] + }, + "width": 64, + "in_features": 15, + "out_features": 2, + "depth": 4, + "padding": 30, + "parameters": 5195, + "cert_evals": { + "36": 0.7966507077217102, + "72": 0.7511961460113525, + "108": 0.6698564291000366, + "255": 0.2846889793872833 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/credit-approval/fold_1/result.json b/UCI_N4/sandwich/runs/credit-approval/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7f2afccfee133ceb3ae2754da7bd7923a58f09bf --- /dev/null +++ b/UCI_N4/sandwich/runs/credit-approval/fold_1/result.json @@ -0,0 +1,60 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.9032258064516129, + "test_acc": 0.8305882352941176, + "train_size": 172, + "val_size": 93, + "test_size": 425, + "stats": { + "mean": [ + [ + -0.05893763953488379, + -0.09494667732558137, + 0.10661604441860463, + 0.0016465697674418215, + -0.0016443023255812898, + -0.03715416976744184, + 0.019046397674418694, + 0.12816041290697705, + 0.04639099999999992, + 0.006295348837209058, + -0.02008573604651146, + -0.13093850000000004, + 0.006132180232558206, + -0.012206166162790686, + 0.10673194959302351 + ] + ], + "std": [ + [ + 1.0212712368033299, + 1.002227255518295, + 1.0267015215317181, + 1.0197891663144403, + 1.0132886907601226, + 0.9740103182437764, + 0.9462774495372472, + 1.135180114956504, + 1.0003490000000002, + 0.9983346607548056, + 0.9387238466077318, + 1.0017391917815985, + 0.9989094608428061, + 0.9604377028423987, + 1.6924318356475039 + ] + ] + }, + "width": 64, + "in_features": 15, + "out_features": 2, + "depth": 4, + "padding": 30, + "parameters": 5195, + "cert_evals": { + "36": 0.785882294178009, + "72": 0.7317646741867065, + "108": 0.677647054195404, + "255": 0.21647058427333832 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/credit-approval/fold_2/result.json b/UCI_N4/sandwich/runs/credit-approval/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e914e71491097ba275adb2a86c18726170155ba8 --- /dev/null +++ b/UCI_N4/sandwich/runs/credit-approval/fold_2/result.json @@ -0,0 +1,60 @@ +{ + "best_epoch": 18, + "best_val_acc": 0.8504672897196262, + "test_acc": 0.8467153284671532, + "train_size": 172, + "val_size": 107, + "test_size": 411, + "stats": { + "mean": [ + [ + -0.09690819767441845, + -0.07829492377906978, + 0.14346898139534883, + 0.008104488372092981, + 0.011557720930232681, + 0.0203769784883721, + -0.058847231395348816, + -0.004431645348837212, + 0.01149510465116271, + -0.02893511627906998, + -0.018890154651162814, + -0.07263475000000007, + -0.0563980755813953, + -0.0557846427906977, + -0.04536849656976747 + ] + ], + "std": [ + [ + 1.0400780435620642, + 0.9163334239629656, + 1.1299454947101701, + 0.9838838771477533, + 0.9907637201902963, + 1.0059394076223003, + 0.9122317175379675, + 0.9398719190475693, + 0.9997401653873875, + 1.0030891544052551, + 0.8392167415058691, + 1.0027567026500943, + 0.9205981575020528, + 0.8548997051032522, + 0.5350874335618861 + ] + ] + }, + "width": 64, + "in_features": 15, + "out_features": 2, + "depth": 4, + "padding": 30, + "parameters": 5195, + "cert_evals": { + "36": 0.812652051448822, + "72": 0.7712895274162292, + "108": 0.7226277589797974, + "255": 0.25790753960609436 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/credit-approval/fold_3/result.json b/UCI_N4/sandwich/runs/credit-approval/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..de94510ea81ea14b14e9463227469960f0676c6c --- /dev/null +++ b/UCI_N4/sandwich/runs/credit-approval/fold_3/result.json @@ -0,0 +1,60 @@ +{ + "best_epoch": 41, + "best_val_acc": 0.8962264150943396, + "test_acc": 0.837378640776699, + "train_size": 172, + "val_size": 106, + "test_size": 412, + "stats": { + "mean": [ + [ + 0.029660302325581287, + 0.04967415668604653, + 0.035228697674418614, + -0.08230726744186062, + -0.0808560755813953, + -0.06068950697674418, + 0.05521145232558148, + 0.0520138111627908, + -0.00013686046511636238, + -0.02893511627906982, + 0.0647990941860465, + -0.08429550000000029, + -0.11892838372093019, + -0.14010143755813953, + -0.060122975697674434 + ] + ], + "std": [ + [ + 0.9866458073044232, + 1.0497387015089001, + 0.9194770520533397, + 0.928940005324823, + 0.9330534400726008, + 1.0077990709538949, + 1.0375139084982685, + 0.9494310078822967, + 0.9992663708949371, + 1.0030891544052551, + 1.2789280573338035, + 1.0028244999999991, + 0.8074645456755252, + 0.8265119967382965, + 0.4698103883611287 + ] + ] + }, + "width": 64, + "in_features": 15, + "out_features": 2, + "depth": 4, + "padding": 30, + "parameters": 5195, + "cert_evals": { + "36": 0.7791262269020081, + "72": 0.7427184581756592, + "108": 0.696601927280426, + "255": 0.3106796145439148 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/cylinder-bands/fold_0/result.json b/UCI_N4/sandwich/runs/cylinder-bands/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..f8b4412647f6e11c5e25e9cf9092e850dd094431 --- /dev/null +++ b/UCI_N4/sandwich/runs/cylinder-bands/fold_0/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 19, + "best_val_acc": 0.7317073170731707, + "test_acc": 0.7350993377483444, + "train_size": 128, + "val_size": 82, + "test_size": 302, + "stats": { + "mean": [ + [ + -0.018113468749999997, + -0.09801495312499989, + -0.09835764843749996, + 0.015201562499999939, + -0.08460044531249963, + -0.05902956249999998, + -0.02159560937500003, + -0.10518925781250046, + 0.03565878125000016, + 0.03781927343750002, + -0.0029206640624998936, + -0.005388015624999963, + -0.007189643749999884, + -0.11441540624999999, + 0.02687471875000009, + -0.08272973437500022, + 0.014233650781250131, + -0.040908945312500035, + -0.20346299999999978, + 0.09558365781249996, + -0.12876496562500006, + -0.05027554687499996, + 0.03137399609374995, + -0.07727224921875003, + -0.112076146875, + 0.04986750409374999, + 0.0467316294531248, + 0.08485301562499976, + -0.07968368828125014, + -0.0404871031249999, + 0.026726734374999978, + 0.04898852562499999, + 0.07183878906250019, + 0.01963753046874992, + 0.07539527343749987 + ] + ], + "std": [ + [ + 1.009708113595319, + 0.6915256837343526, + 1.1851115463631896, + 1.1075149207516606, + 0.6356019715752345, + 0.9895598820491779, + 1.036117446187858, + 0.47416953322612243, + 0.9128570390625407, + 0.9754439041131451, + 0.9772769577736968, + 0.9965990540260843, + 1.0049338980010496, + 1.0152930221805465, + 1.0110105352731478, + 0.9779734187172597, + 0.946783796715577, + 0.9180378675297654, + 0.9791387337832046, + 1.3026657902081404, + 1.1587041225508155, + 1.0035768471185391, + 1.0872637801794474, + 0.8506413201552353, + 1.0909742588199165, + 0.9223170655454694, + 0.925140911301162, + 1.2060797979297548, + 0.10884702615305564, + 1.0969927491363656, + 1.0397512419029202, + 0.9385559077709305, + 0.7908440559763066, + 0.8086858742098973, + 0.23360368046727112 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 2, + "depth": 4, + "padding": 70, + "parameters": 27515, + "cert_evals": { + "36": 0.6589403748512268, + "72": 0.5496688485145569, + "108": 0.46357616782188416, + "255": 0.16887417435646057 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/cylinder-bands/fold_1/result.json b/UCI_N4/sandwich/runs/cylinder-bands/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..37564d1e65fe7fcabfcd5fae89f997b939b284e6 --- /dev/null +++ b/UCI_N4/sandwich/runs/cylinder-bands/fold_1/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.7083333333333334, + "test_acc": 0.7211538461538461, + "train_size": 128, + "val_size": 72, + "test_size": 312, + "stats": { + "mean": [ + [ + -0.15498346874999988, + 0.07623314062499989, + -0.08125197656250005, + 0.1064101249999995, + 0.028200664062500352, + 0.14560404687500025, + 0.1655534453124999, + -0.021037773437500448, + 0.03565884375000017, + -0.09565992968750019, + -0.06719309374999989, + 0.07724234374999989, + 0.014383128125000021, + 0.015113148437499955, + 0.11287723437500005, + 0.15718076562499975, + -0.11598707812499996, + 0.01952450812500009, + -0.05958846093749991, + 0.05810956640625002, + 0.09577258359374996, + 0.01608712499999998, + 0.0455139015625, + -0.09322180656250004, + 0.010363770312500003, + -0.09235189678125001, + -0.12943964476562508, + 0.07837251562499978, + -0.08934230000000017, + -0.11201488515624988, + -0.016908421875000006, + -0.19726601218749995, + -0.027512601562499843, + -0.1071632757812501, + -0.06936312500000016 + ] + ], + "std": [ + [ + 0.9566675689840457, + 1.1785922605080725, + 1.0752069854571855, + 1.134315391792329, + 1.0921920451077407, + 1.0073040155644573, + 1.0080335723206957, + 0.8147932438575216, + 0.7216766565111302, + 1.0325076089625134, + 1.0351765461316509, + 0.9787809233141151, + 0.9952912678839302, + 0.9646382079847095, + 0.9376275956128628, + 1.025290058167112, + 1.1238851154497491, + 0.9392938268734667, + 0.9623682791314133, + 0.6383677679060908, + 0.8128844998290236, + 0.9862468382017052, + 0.8444859158500648, + 1.051379690058149, + 0.9861572089261571, + 1.2038176163546097, + 1.2075147493034224, + 1.1662944917994549, + 1.0, + 1.0433698981937496, + 0.9167305702944823, + 1.1576246436005715, + 1.2133555868200756, + 1.2553958063370618, + 1.386742675536984 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 2, + "depth": 4, + "padding": 70, + "parameters": 27515, + "cert_evals": { + "36": 0.6602564454078674, + "72": 0.5897436141967773, + "108": 0.4871794879436493, + "255": 0.13141025602817535 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/cylinder-bands/fold_2/result.json b/UCI_N4/sandwich/runs/cylinder-bands/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..682ddefc4e325b9f8f1d3bb76afb2047d32eb18c --- /dev/null +++ b/UCI_N4/sandwich/runs/cylinder-bands/fold_2/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 30, + "best_val_acc": 0.7333333333333333, + "test_acc": 0.7313915857605178, + "train_size": 128, + "val_size": 75, + "test_size": 309, + "stats": { + "mean": [ + [ + -0.018113499999999876, + -0.010890906250000026, + 0.004276054687499921, + -0.04560409375000058, + -0.02819989062499964, + 0.003934625000000143, + 0.10796916406250016, + 0.02103777343750001, + -0.02139478124999982, + 0.02002204687499978, + -0.008763656249999825, + -0.04131476562499997, + 0.057528609375000095, + -0.11441537500000004, + -0.051960625, + 0.09099853124999963, + 0.025328648437500097, + 0.06508276609375009, + -0.0463809687499999, + 0.05531756718749999, + 0.048115672656250004, + -0.044416265624999944, + -0.006333254687500049, + 0.07249342484374995, + 0.017864971093750025, + -0.032888132281249996, + -0.005630188515625072, + -0.08849829687500009, + 0.1810991601562506, + -0.03171481484375, + -0.03763525000000013, + 0.012247269375000123, + -0.010699218749999687, + -0.04182582187500004, + 0.0392055468749999 + ] + ], + "std": [ + [ + 1.0014570356459378, + 0.9701723266723137, + 0.976668923366092, + 0.8848220008281984, + 0.8953310490553396, + 0.9995254897694512, + 1.0022604928841146, + 1.1538252271496559, + 1.0317076974392008, + 0.9849764181760653, + 0.9644949026944296, + 0.9682202506697574, + 1.0200144373065265, + 1.024650754456481, + 0.991180532876508, + 1.0231518076189408, + 0.9417295162218619, + 1.1518106310277838, + 1.0373234489917649, + 1.1369455371092343, + 0.9154717541032745, + 1.1226380377592042, + 1.0778851186420637, + 0.9942494651921334, + 0.9650868598248783, + 0.991851813013072, + 0.9883223822673011, + 0.8159153965212675, + 1.7818000158367098, + 0.9958958318550638, + 0.8529177390193199, + 0.9950922963006184, + 1.0386479794315284, + 1.046608837125399, + 0.3263770311133624 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 2, + "depth": 4, + "padding": 70, + "parameters": 27515, + "cert_evals": { + "36": 0.6569579243659973, + "72": 0.6116505265235901, + "108": 0.5339806079864502, + "255": 0.22977347671985626 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/cylinder-bands/fold_3/result.json b/UCI_N4/sandwich/runs/cylinder-bands/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..49189e5af25dafb204640ed71960af1ece599ca4 --- /dev/null +++ b/UCI_N4/sandwich/runs/cylinder-bands/fold_3/result.json @@ -0,0 +1,100 @@ +{ + "best_epoch": 27, + "best_val_acc": 0.8108108108108109, + "test_acc": 0.7161290322580646, + "train_size": 128, + "val_size": 74, + "test_size": 310, + "stats": { + "mean": [ + [ + -0.09862528124999967, + 0.07623314062499992, + -0.14967442968749994, + 0.1064100937499999, + 0.08460121875000035, + 0.11412195312500018, + 0.035988921874999975, + 0.02103796874999956, + 0.049922195312500195, + 0.020022046875000005, + 0.07303782812500019, + 0.1706510703124999, + 0.03116200625000013, + 0.10146572656249976, + 0.12004409375000007, + 0.04963468749999977, + -0.09730074531250002, + 0.2519632110937501, + 0.10295269531250012, + -0.017867453124999995, + 0.15167814140624994, + 0.053232843750000036, + 0.05788653593750008, + -0.03172638593750004, + 0.12707835390624983, + -0.07419502420312495, + -0.046009344765625224, + 0.07189192187499989, + -0.012073297656250094, + -0.011471089062500009, + 0.04745321093750001, + -0.06254772593749994, + 0.02904130468750018, + -0.017295875000000013, + -0.045236640625000143 + ] + ], + "std": [ + [ + 0.9681512944811281, + 1.1785922605080716, + 1.1820212062123494, + 1.2342204701284085, + 1.2560999937316328, + 1.0073040155644557, + 0.9422562101157176, + 0.9370712715647449, + 0.8107579850267628, + 0.9849764181760654, + 1.0089890027616917, + 1.0128688585013823, + 1.021806803227722, + 0.9860449137879513, + 0.965560494387225, + 1.0099223731350104, + 1.1411416049886207, + 0.9766554256496787, + 1.078888741266553, + 0.8735915598455525, + 0.9043004878113329, + 0.935916801014639, + 0.9022876021268718, + 1.0095878491602719, + 0.9226412455171137, + 1.103674350946853, + 1.109671652163808, + 1.0892584104797631, + 0.8707774330138579, + 0.9662087759049208, + 0.9327069000527582, + 1.0958735530051178, + 1.0258970951245958, + 1.0635339261419625, + 1.376208872677819 + ] + ] + }, + "width": 128, + "in_features": 35, + "out_features": 2, + "depth": 4, + "padding": 70, + "parameters": 27515, + "cert_evals": { + "36": 0.6354838609695435, + "72": 0.5580645203590393, + "108": 0.4838709533214569, + "255": 0.17741934955120087 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/dermatology/fold_0/result.json b/UCI_N4/sandwich/runs/dermatology/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..826ec1fedf9a97bd8ab484ab17658e9eb3bb3b98 --- /dev/null +++ b/UCI_N4/sandwich/runs/dermatology/fold_0/result.json @@ -0,0 +1,98 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.9827586206896551, + "test_acc": 0.9723502304147466, + "train_size": 91, + "val_size": 58, + "test_size": 217, + "stats": { + "mean": [ + [ + 0.06255490109890108, + -0.09950824175824165, + 0.06084052747252747, + -0.16717494505494507, + 0.052244340659340686, + 0.0025714945054945153, + -0.02246861538461534, + -0.017277736263736184, + -0.021717483516483508, + 0.03348407692307688, + -0.0475760989010988, + 0.06572261538461521, + 0.08858902197802174, + -0.1041265714285716, + 0.005385186813186856, + -0.035476670329670376, + 0.07677762417582405, + 0.04374145054945071, + 0.1155099230769231, + 0.12043031868131869, + 0.01650943956043959, + 0.07769217582417579, + -0.030356758241758278, + 0.013477208791208829, + 0.015482648351648287, + -0.0034025274725273612, + 0.04002742857142865, + 0.03137470329670338, + 0.008364593406593394, + 0.03786149450549449, + 0.03501758241758232, + 0.19951439560439582, + -0.014634098901098907, + 0.06380519120879125 + ] + ], + "std": [ + [ + 0.9579388217601761, + 1.0149277614583099, + 0.9508267211955849, + 0.9797619817212763, + 0.9779606305193399, + 1.0067406344751444, + 1.0036930400753548, + 0.9655703337016306, + 0.988719482589257, + 1.0387140092945895, + 0.9421816899315113, + 1.108600785818115, + 1.0553627690990925, + 0.8963300954815475, + 1.0312593831866153, + 0.9305276662720072, + 0.9419348744801717, + 1.0024345032706516, + 0.9943938503609722, + 1.126743771486882, + 1.024448001551178, + 1.0936199274871503, + 0.9903178300286889, + 1.0625282108029304, + 1.0022849145804325, + 1.0039785513963642, + 1.0686040527754073, + 1.0117848046592977, + 1.0099891482666616, + 1.032180187104034, + 1.0599064093185755, + 0.98964025727435, + 0.9787453595616104, + 0.9013728009327256 + ] + ] + }, + "width": 128, + "in_features": 34, + "out_features": 6, + "depth": 4, + "padding": 68, + "parameters": 26257, + "cert_evals": { + "36": 0.9262672662734985, + "72": 0.9124423861503601, + "108": 0.8986175060272217, + "255": 0.7465437650680542 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/dermatology/fold_1/result.json b/UCI_N4/sandwich/runs/dermatology/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..e918a904d5112284abaa5afb8219f0deb1d9193e --- /dev/null +++ b/UCI_N4/sandwich/runs/dermatology/fold_1/result.json @@ -0,0 +1,98 @@ +{ + "best_epoch": 4, + "best_val_acc": 0.9454545454545454, + "test_acc": 0.9681818181818181, + "train_size": 91, + "val_size": 55, + "test_size": 220, + "stats": { + "mean": [ + [ + -0.15234734065934108, + -0.03685075824175817, + 0.024514153846154, + -0.003059032967032986, + 0.0522442747252747, + -0.020386087912087892, + 0.03530865934065939, + -0.043625648351648345, + -0.08879309890109885, + 0.09415389010989002, + -0.04757609890109863, + 0.06572261538461541, + 0.222018769230769, + 0.05758529670329658, + -0.007495417582417526, + -0.08522665934065947, + -0.07745157142857151, + -0.04334439560439563, + -0.12401621978021984, + 0.04764354945054952, + -0.021313461538461483, + 0.0352194725274725, + 0.051580087912087895, + 0.05687082417582426, + 0.041357142857142794, + -0.028813681318681075, + 0.017010725274725334, + -0.04641174945054939, + 0.01987447252747256, + 0.013464769230769122, + -0.009952681318681485, + -0.14857142857142827, + 0.03504902197802198, + 0.07064716813186812 + ] + ], + "std": [ + [ + 1.0799649707740484, + 0.9701819203088585, + 1.0349980862760444, + 0.9962695208080098, + 1.0565723090694727, + 0.956401750666777, + 1.0996255828899324, + 0.9272437132189425, + 0.9338556246970804, + 1.132692340014453, + 0.9421816899315112, + 1.108600785818116, + 1.3507430798011204, + 0.9954000343509968, + 0.9838347974365711, + 1.0051011914402448, + 1.082244925397, + 0.9863336565802372, + 0.8936601742161131, + 1.0709540797521042, + 0.9668866324311055, + 1.0433938478729325, + 1.061517000809812, + 1.0860930768159869, + 1.0492767576804765, + 0.9727826405276763, + 1.0221067222848232, + 0.9644227334697079, + 1.0222445250094454, + 1.1137241387036405, + 0.9325232366107138, + 0.9431871301685265, + 1.0294846104354056, + 0.954054376413069 + ] + ] + }, + "width": 128, + "in_features": 34, + "out_features": 6, + "depth": 4, + "padding": 68, + "parameters": 26257, + "cert_evals": { + "36": 0.9363635778427124, + "72": 0.9181817770004272, + "108": 0.8999999761581421, + "255": 0.7136363387107849 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/dermatology/fold_2/result.json b/UCI_N4/sandwich/runs/dermatology/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..d2357b320f96d2da3cbc53e504d203d77761b01b --- /dev/null +++ b/UCI_N4/sandwich/runs/dermatology/fold_2/result.json @@ -0,0 +1,98 @@ +{ + "best_epoch": 13, + "best_val_acc": 0.9836065573770492, + "test_acc": 0.9672897196261683, + "train_size": 91, + "val_size": 61, + "test_size": 214, + "stats": { + "mean": [ + [ + 0.1286785934065936, + -0.052514956043955986, + -0.0723557912087912, + -0.03202061538461543, + -0.15349332967032966, + -0.020386153846153894, + -0.09950505494505507, + -0.004103824175824138, + 0.03417917582417588, + 0.08201997802197789, + -0.01447120879120871, + -0.022712967032967008, + -0.04484103296703309, + 0.003681208791208678, + 0.044027285714285734, + 0.04412385714285691, + -0.04660575824175837, + -0.014315659340659313, + -0.02820572527472527, + 0.03724537362637364, + -0.01185779120879114, + -0.039107373626373704, + 0.0024179670329669205, + -0.015451747252747299, + 0.002545351648351576, + 0.08553615384615376, + 0.017010747252747392, + -0.017241828571428485, + 0.008364593406593424, + -0.05972478021978029, + 0.012532417582417426, + 0.1541118681318682, + 0.0052391428571429075, + 0.04806798461538459 + ] + ], + "std": [ + [ + 0.9701280514742756, + 0.9293627837603032, + 0.9985142789172075, + 1.0092809883627014, + 0.9144981766921801, + 0.9688575910999048, + 0.7552905986573396, + 0.9998322435146684, + 1.0704136812401557, + 1.0731541860690452, + 0.9820497437937411, + 0.9606585652114606, + 0.9412251138507225, + 1.032650720921409, + 1.0662219170916833, + 1.0316415589934254, + 0.8883921685550962, + 1.0965763955898655, + 0.9938166856011934, + 1.0449962571399998, + 0.9713151295619376, + 0.916982706185695, + 1.0485354727700578, + 0.9633861656803218, + 0.9854442339078262, + 1.003978327496943, + 1.0338310542422602, + 0.9972909993244929, + 1.0099891482666616, + 0.6769782284640671, + 0.9985019725218273, + 0.9997718075782989, + 1.0050250528703155, + 0.9607093594262002 + ] + ] + }, + "width": 128, + "in_features": 34, + "out_features": 6, + "depth": 4, + "padding": 68, + "parameters": 26257, + "cert_evals": { + "36": 0.9672896862030029, + "72": 0.9579439163208008, + "108": 0.9252336025238037, + "255": 0.7429906129837036 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/dermatology/fold_3/result.json b/UCI_N4/sandwich/runs/dermatology/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..63e79ca83884dda82071de6cda94850524bec66e --- /dev/null +++ b/UCI_N4/sandwich/runs/dermatology/fold_3/result.json @@ -0,0 +1,98 @@ +{ + "best_epoch": 25, + "best_val_acc": 1.0, + "test_acc": 0.9461883408071748, + "train_size": 91, + "val_size": 52, + "test_size": 223, + "stats": { + "mean": [ + [ + -0.05316160439560428, + 0.07280001098901108, + 0.00029673626373637353, + -0.012712835164835188, + 0.028039912087912074, + -0.05482258241758234, + 0.01604945054945059, + 0.009070153846153903, + 0.011820373626373679, + -0.0029178351648351595, + -0.14689076923076905, + -0.02271290109890109, + -0.04484103296703295, + 0.0036813406593406033, + 0.08266931868131823, + 0.054073769230769106, + -0.000336973626373744, + 0.02922736263736266, + 0.043652076923076925, + 0.03724537362637369, + -0.0024020659340658864, + 0.03521959340659338, + 0.0024179780219780282, + 0.056870879120879105, + 0.015482648351648276, + 0.00930285714285733, + 0.017010725274725344, + 0.002204784615384724, + -0.014655186813186854, + 0.0622580769230768, + 0.012532483516483228, + 0.06330681318681318, + -0.004697549450549487, + 0.015909242857142816 + ] + ], + "std": [ + [ + 0.9579387151851927, + 0.9666344534450786, + 0.9971916717551561, + 1.0285803186606315, + 0.9689331448788322, + 0.9145691771687489, + 0.8846614143098532, + 1.0173836013652253, + 0.9964001763067949, + 0.9871125181905619, + 0.8027509230903981, + 0.9299285829647791, + 0.9412251138507224, + 0.9834698643403745, + 1.1391943175030825, + 0.9785493379039759, + 1.017445012936306, + 0.9645207385980711, + 0.9428629894457031, + 1.0449962571399996, + 0.9921708037991144, + 1.033514126697011, + 1.048535468132942, + 1.0684193315579842, + 1.002284914580432, + 0.9595830510736266, + 1.022106722284823, + 1.0153293741790863, + 0.9598175741851003, + 1.1500085669506441, + 1.0435622629094696, + 0.949962818915988, + 1.0144124428718615, + 1.013968145011949 + ] + ] + }, + "width": 128, + "in_features": 34, + "out_features": 6, + "depth": 4, + "padding": 68, + "parameters": 26257, + "cert_evals": { + "36": 0.9417040944099426, + "72": 0.9147982597351074, + "108": 0.9013453125953674, + "255": 0.7443946599960327 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/echocardiogram/fold_0/result.json b/UCI_N4/sandwich/runs/echocardiogram/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..b905b1bc0e0b2600975b4926dc1f14328e91e893 --- /dev/null +++ b/UCI_N4/sandwich/runs/echocardiogram/fold_0/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 4, + "best_val_acc": 0.8, + "test_acc": 0.7307692307692307, + "train_size": 33, + "val_size": 20, + "test_size": 78, + "stats": { + "mean": [ + [ + -0.057606475757575756, + -0.15964663636363635, + -0.060374909090909125, + 0.0400295, + 0.10041431515151517, + 0.07715459090909091, + 0.009048404242424318, + 0.011163848484848474, + -0.3499357575757576, + -0.0035744545454545447 + ] + ], + "std": [ + [ + 1.1573831652081632, + 0.8404744208999705, + 0.7381400184555348, + 1.0796554948826975, + 0.8705069277860507, + 1.2129557576954413, + 1.0456434215229085, + 0.9246089519830962, + 1.0989667179647085, + 0.9932372830639454 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 2, + "depth": 4, + "padding": 20, + "parameters": 2365, + "cert_evals": { + "36": 0.5897436141967773, + "72": 0.5128205418586731, + "108": 0.38461539149284363, + "255": 0.03846153989434242 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/echocardiogram/fold_1/result.json b/UCI_N4/sandwich/runs/echocardiogram/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..471af455f6396944b344e798be877f8b0faccbff --- /dev/null +++ b/UCI_N4/sandwich/runs/echocardiogram/fold_1/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 6, + "best_val_acc": 0.7391304347826086, + "test_acc": 0.6666666666666666, + "train_size": 33, + "val_size": 23, + "test_size": 75, + "stats": { + "mean": [ + [ + -0.10427761212121212, + -0.08161054545454546, + 0.08791276969696966, + -0.14441026060606058, + 0.09186773939393943, + 0.02212875757575757, + -0.12115638181818184, + 0.13688663636363635, + -0.19213333333333332, + -0.08161054545454546 + ] + ], + "std": [ + [ + 0.8430736384486278, + 0.9233354795587926, + 1.041073713648991, + 0.8385992375905786, + 0.7966783723844354, + 0.8163890823085291, + 0.8747642125794102, + 0.7576737832204337, + 1.0947098909221693, + 0.9233354795587928 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 2, + "depth": 4, + "padding": 20, + "parameters": 2365, + "cert_evals": { + "36": 0.4933333396911621, + "72": 0.30666667222976685, + "108": 0.2266666740179062, + "255": 0.07999999821186066 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/echocardiogram/fold_2/result.json b/UCI_N4/sandwich/runs/echocardiogram/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..cf02499ebf3311e994b483e327450a570c68531e --- /dev/null +++ b/UCI_N4/sandwich/runs/echocardiogram/fold_2/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.9, + "test_acc": 0.8333333333333334, + "train_size": 33, + "val_size": 20, + "test_size": 78, + "stats": { + "mean": [ + [ + 0.04318501212121217, + -0.08161054545454545, + -0.1960651757575758, + 0.10663209696969696, + -0.039179059090909095, + -0.08327692727272729, + -0.02021858363636361, + -0.027255212121212104, + -0.0343309090909092, + -0.08161054545454542 + ] + ], + "std": [ + [ + 1.1928881057545633, + 0.9233354795587926, + 0.7336788223210056, + 1.0424668853529024, + 1.015206992443095, + 0.7150465728455708, + 0.9871909809630498, + 0.7552585618074782, + 1.0673558137650077, + 0.9233354795587926 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 2, + "depth": 4, + "padding": 20, + "parameters": 2365, + "cert_evals": { + "36": 0.7948718070983887, + "72": 0.6794871687889099, + "108": 0.5512820482254028, + "255": 0.1666666716337204 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/echocardiogram/fold_3/result.json b/UCI_N4/sandwich/runs/echocardiogram/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..a64b0996434a85897266d102a011519e8dbb30d5 --- /dev/null +++ b/UCI_N4/sandwich/runs/echocardiogram/fold_3/result.json @@ -0,0 +1,50 @@ +{ + "best_epoch": 18, + "best_val_acc": 1.0, + "test_acc": 0.7528089887640449, + "train_size": 33, + "val_size": 9, + "test_size": 89, + "stats": { + "mean": [ + [ + 0.17818635454545453, + -0.003574454545454491, + 0.09132509090909088, + -0.2657220666666666, + 0.02064670606060603, + 0.008581981818181823, + -0.001812626060606065, + -0.08051203030303035, + 0.005119696969696846, + -0.08161054545454548 + ] + ], + "std": [ + [ + 0.65057027499482, + 0.9932372830639454, + 0.9917679778099099, + 0.9657357364086732, + 0.9330992242935773, + 1.0185738628461445, + 0.9305394942774076, + 0.8664314560759948, + 1.0688129554861598, + 0.9233354795587926 + ] + ] + }, + "width": 32, + "in_features": 10, + "out_features": 2, + "depth": 4, + "padding": 20, + "parameters": 2365, + "cert_evals": { + "36": 0.6966292262077332, + "72": 0.6292135119438171, + "108": 0.5280898809432983, + "255": 0.20224718749523163 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/ecoli/fold_0/result.json b/UCI_N4/sandwich/runs/ecoli/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..47178a5c505a59157a62f0e84ec86366ada9ba8f --- /dev/null +++ b/UCI_N4/sandwich/runs/ecoli/fold_0/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 47, + "best_val_acc": 0.6296296296296297, + "test_acc": 0.7474747474747475, + "train_size": 84, + "val_size": 54, + "test_size": 198, + "stats": { + "mean": [ + [ + 0.013150064285714266, + 0.030534154761904717, + -0.03497671428571443, + -0.05455450000000004, + -0.07806762144047612, + 0.0146216491309523, + 0.00923791428571434 + ] + ], + "std": [ + [ + 0.9944073468449054, + 1.0029903172616768, + 0.8958309259021103, + 1.0, + 1.0494215334470565, + 0.9464416656581703, + 0.9697251209067621 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 8, + "depth": 4, + "padding": 14, + "parameters": 1285, + "cert_evals": { + "36": 0.6464646458625793, + "72": 0.44949495792388916, + "108": 0.24747474491596222, + "255": 0.03030303120613098 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/ecoli/fold_1/result.json b/UCI_N4/sandwich/runs/ecoli/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..7ccdbf73b7591c6e30b9a3388f056846060a0c18 --- /dev/null +++ b/UCI_N4/sandwich/runs/ecoli/fold_1/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 35, + "best_val_acc": 0.7368421052631579, + "test_acc": 0.6871794871794872, + "train_size": 84, + "val_size": 57, + "test_size": 195, + "stats": { + "mean": [ + [ + 0.05841213633333324, + 0.009642500000000023, + -0.1049293571428573, + -0.05455450000000004, + -0.13059923814285718, + -0.04276377619047619, + -0.11014530833333327 + ] + ], + "std": [ + [ + 1.0146171837993285, + 1.0844043612606449, + 0.6372989064356027, + 1.0, + 1.1282134026013562, + 0.9791745837868009, + 1.0002488772478277 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 8, + "depth": 4, + "padding": 14, + "parameters": 1285, + "cert_evals": { + "36": 0.6358974575996399, + "72": 0.4871794879436493, + "108": 0.2974359095096588, + "255": 0.025641025975346565 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/ecoli/fold_2/result.json b/UCI_N4/sandwich/runs/ecoli/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..ab15e9a5cc4979787585ebee3aeb27029ccb45dd --- /dev/null +++ b/UCI_N4/sandwich/runs/ecoli/fold_2/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 62, + "best_val_acc": 0.8214285714285714, + "test_acc": 0.7551020408163265, + "train_size": 84, + "val_size": 56, + "test_size": 196, + "stats": { + "mean": [ + [ + -0.011315743142857089, + -0.03455130952380979, + -0.03497671428571443, + -0.05455450000000004, + 0.08828174398809528, + -0.05821374880952385, + -0.06637139999999996 + ] + ], + "std": [ + [ + 1.012351652595517, + 1.0330947119577754, + 0.8958309259021106, + 1.0, + 1.0026493882045864, + 0.9566088016671406, + 0.9710783614044303 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 8, + "depth": 4, + "padding": 14, + "parameters": 1285, + "cert_evals": { + "36": 0.6377550959587097, + "72": 0.5408163070678711, + "108": 0.3928571343421936, + "255": 0.02551020309329033 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/ecoli/fold_3/result.json b/UCI_N4/sandwich/runs/ecoli/fold_3/result.json new file mode 100644 index 0000000000000000000000000000000000000000..72a81d7c803f06f730225cd3d03c4acf120dcc78 --- /dev/null +++ b/UCI_N4/sandwich/runs/ecoli/fold_3/result.json @@ -0,0 +1,44 @@ +{ + "best_epoch": 71, + "best_val_acc": 0.8148148148148148, + "test_acc": 0.8131313131313131, + "train_size": 84, + "val_size": 54, + "test_size": 198, + "stats": { + "mean": [ + [ + -0.17523749880952394, + -0.0650854523809525, + -0.03497671428571443, + -0.05455450000000004, + 0.014348625000000045, + -0.16084512944047624, + -0.12776817619047612 + ] + ], + "std": [ + [ + 1.0115769923283313, + 0.9182494349544681, + 0.8958309259021106, + 1.0, + 1.1277230453570237, + 0.9641663228847202, + 0.9980600835386763 + ] + ] + }, + "width": 32, + "in_features": 7, + "out_features": 8, + "depth": 4, + "padding": 14, + "parameters": 1285, + "cert_evals": { + "36": 0.7424242496490479, + "72": 0.7121211886405945, + "108": 0.6161616444587708, + "255": 0.12121212482452393 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/energy-y1/fold_0/result.json b/UCI_N4/sandwich/runs/energy-y1/fold_0/result.json new file mode 100644 index 0000000000000000000000000000000000000000..cb0520282df695b62d4a90189ff51797b0a6c4a6 --- /dev/null +++ b/UCI_N4/sandwich/runs/energy-y1/fold_0/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 17, + "best_val_acc": 0.875, + "test_acc": 0.8580508474576272, + "train_size": 192, + "val_size": 104, + "test_size": 472, + "stats": { + "mean": [ + [ + 0.04037588177083325, + -0.02897297395833333, + -0.0555741354166667, + -0.0014130312499998996, + -0.01040988541666666, + 0.08845356250000003, + 0.019546906250001692, + 0.12425216145833322 + ] + ], + "std": [ + [ + 1.0503259507282519, + 1.0401598299798114, + 0.9566204676221528, + 1.0115106857597378, + 0.9992947803759471, + 0.9870322434122373, + 0.9626025350664883, + 1.0012373439432847 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 1558, + "cert_evals": { + "36": 0.8029661178588867, + "72": 0.7605932354927063, + "108": 0.6864407062530518, + "255": 0.2394067794084549 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/energy-y1/fold_1/result.json b/UCI_N4/sandwich/runs/energy-y1/fold_1/result.json new file mode 100644 index 0000000000000000000000000000000000000000..25649d0c5d40c497b783689c889fa954a680ae5d --- /dev/null +++ b/UCI_N4/sandwich/runs/energy-y1/fold_1/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 4, + "best_val_acc": 0.8712121212121212, + "test_acc": 0.8130630630630631, + "train_size": 192, + "val_size": 132, + "test_size": 444, + "stats": { + "mean": [ + [ + -0.035944025000000025, + 0.01883181770833327, + 0.02047402083333334, + 0.008475244791666782, + 2.3129646346357427e-18, + -9.25185853854297e-18, + -0.003910447916664952, + -0.010073338541666126 + ] + ], + "std": [ + [ + 0.9212095277307366, + 0.9229015509828643, + 1.0465139198851874, + 0.9891013465328523, + 0.9993489999999986, + 0.9993506559221339, + 0.9981490715102995, + 0.9882682016149288 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 1558, + "cert_evals": { + "36": 0.7860360741615295, + "72": 0.7567567825317383, + "108": 0.7027027010917664, + "255": 0.054054055362939835 + } +} \ No newline at end of file diff --git a/UCI_N4/sandwich/runs/energy-y1/fold_2/result.json b/UCI_N4/sandwich/runs/energy-y1/fold_2/result.json new file mode 100644 index 0000000000000000000000000000000000000000..909d8577b347095be9d709d4078d8d60d63faa2d --- /dev/null +++ b/UCI_N4/sandwich/runs/energy-y1/fold_2/result.json @@ -0,0 +1,46 @@ +{ + "best_epoch": 24, + "best_val_acc": 0.8487394957983193, + "test_acc": 0.8555798687089715, + "train_size": 192, + "val_size": 119, + "test_size": 457, + "stats": { + "mean": [ + [ + -0.06401001406250006, + 0.06953358854166669, + -4.583333333418871e-07, + 0.0678050677083333, + -0.0624593125, + 0.10707533333333334, + 0.011727677083334845, + -0.026863999999998927 + ] + ], + "std": [ + [ + 0.9971640605357807, + 1.016537043200003, + 0.9590898709257725, + 0.9858397966646458, + 0.997395236645448, + 0.9977770953987608, + 1.0267126976352656, + 1.0236092624260158 + ] + ] + }, + "width": 32, + "in_features": 8, + "out_features": 3, + "depth": 4, + "padding": 16, + "parameters": 1558, + "cert_evals": { + "36": 0.8227571249008179, + "72": 0.724288821220398, + "108": 0.636761486530304, + "255": 0.3172866702079773 + } +} \ No newline at end of file diff --git a/UCI_N4/sdp/runs/abalone/fold_0/1762559613.1271305/events.out.tfevents.1762559613.auvsl-gpu-01.ise.illinois.edu.627155.1 b/UCI_N4/sdp/runs/abalone/fold_0/1762559613.1271305/events.out.tfevents.1762559613.auvsl-gpu-01.ise.illinois.edu.627155.1 new file mode 100644 index 0000000000000000000000000000000000000000..1c6914d11e3439db9bd9729ecc153db740ae7042 --- /dev/null +++ b/UCI_N4/sdp/runs/abalone/fold_0/1762559613.1271305/events.out.tfevents.1762559613.auvsl-gpu-01.ise.illinois.edu.627155.1 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d714c5e4a2e976f97b458d709047be2ecfeb7e75fe036ad2b2c778b74311edc6 +size 1168 diff --git a/UCI_N4/sdp/runs/abalone/fold_0/best_state.pth b/UCI_N4/sdp/runs/abalone/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..f57d44ab48b196cc9dc2563dd3e460dc0c84f4ee --- /dev/null +++ b/UCI_N4/sdp/runs/abalone/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:442adb737b6b00723f5a15be62323bfd0eb5853b0ffd506fa0da64f4b2a70d68 +size 14453 diff --git a/UCI_N4/sdp/runs/abalone/fold_0/events.out.tfevents.1762559595.auvsl-gpu-01.ise.illinois.edu.627155.0 b/UCI_N4/sdp/runs/abalone/fold_0/events.out.tfevents.1762559595.auvsl-gpu-01.ise.illinois.edu.627155.0 new file mode 100644 index 0000000000000000000000000000000000000000..c4313e1a148b983ceba05f547d0efbcf25174349 --- /dev/null +++ b/UCI_N4/sdp/runs/abalone/fold_0/events.out.tfevents.1762559595.auvsl-gpu-01.ise.illinois.edu.627155.0 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eca196e8d3ef6ab9cf030fccbe0d80195b67c0b651020537e74115e8534cdae1 +size 31880 diff --git a/UCI_N4/sdp/runs/abalone/fold_1/1762559626.0141428/events.out.tfevents.1762559626.auvsl-gpu-01.ise.illinois.edu.627155.3 b/UCI_N4/sdp/runs/abalone/fold_1/1762559626.0141428/events.out.tfevents.1762559626.auvsl-gpu-01.ise.illinois.edu.627155.3 new file mode 100644 index 0000000000000000000000000000000000000000..d8e244bf4a04a185a7387a00cc34571b49c1fb6e --- /dev/null +++ b/UCI_N4/sdp/runs/abalone/fold_1/1762559626.0141428/events.out.tfevents.1762559626.auvsl-gpu-01.ise.illinois.edu.627155.3 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ea327dfe848331d511bbc34af85404b58e3d14e9ae6eed0c78d50e6cfdeda7d +size 1168 diff --git a/UCI_N4/sdp/runs/abalone/fold_1/best_state.pth b/UCI_N4/sdp/runs/abalone/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..017ece37c104cca7882248a47eb2e6f47373bfab --- /dev/null +++ b/UCI_N4/sdp/runs/abalone/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66ba99dff7ae9ff13a0f6a385b478b7744638943d809a679ab0b12a108ced9c0 +size 14453 diff --git a/UCI_N4/sdp/runs/abalone/fold_1/events.out.tfevents.1762559613.auvsl-gpu-01.ise.illinois.edu.627155.2 b/UCI_N4/sdp/runs/abalone/fold_1/events.out.tfevents.1762559613.auvsl-gpu-01.ise.illinois.edu.627155.2 new file mode 100644 index 0000000000000000000000000000000000000000..3c2da9b15c0b1ebc38382b0aeba91baf91e91be7 --- /dev/null +++ b/UCI_N4/sdp/runs/abalone/fold_1/events.out.tfevents.1762559613.auvsl-gpu-01.ise.illinois.edu.627155.2 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a6198a7c0538ab93fb6d3347a8e27c3a38d7a45dc62bbd5160f6b83d79a863c9 +size 26532 diff --git a/UCI_N4/sdp/runs/abalone/fold_2/1762559637.1448102/events.out.tfevents.1762559637.auvsl-gpu-01.ise.illinois.edu.627155.5 b/UCI_N4/sdp/runs/abalone/fold_2/1762559637.1448102/events.out.tfevents.1762559637.auvsl-gpu-01.ise.illinois.edu.627155.5 new file mode 100644 index 0000000000000000000000000000000000000000..be9ab733b7bceab48492d0b6cdbfb598e5592f9d --- /dev/null +++ b/UCI_N4/sdp/runs/abalone/fold_2/1762559637.1448102/events.out.tfevents.1762559637.auvsl-gpu-01.ise.illinois.edu.627155.5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d3218d98967c524feba2afb410d1ae3c2aad4b33d779851314a43d096760277 +size 1168 diff --git a/UCI_N4/sdp/runs/abalone/fold_2/best_state.pth b/UCI_N4/sdp/runs/abalone/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..1c74a902c2494c98112dcd7da94aad36731fc228 --- /dev/null +++ b/UCI_N4/sdp/runs/abalone/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f512352a86efeb3722d5f66b006ab8d743dd92105821c934afe12cf8aa5ca90b +size 14453 diff --git a/UCI_N4/sdp/runs/abalone/fold_2/events.out.tfevents.1762559626.auvsl-gpu-01.ise.illinois.edu.627155.4 b/UCI_N4/sdp/runs/abalone/fold_2/events.out.tfevents.1762559626.auvsl-gpu-01.ise.illinois.edu.627155.4 new file mode 100644 index 0000000000000000000000000000000000000000..21cd7336f468fe899299aa0e82ac323f772cbad2 --- /dev/null +++ b/UCI_N4/sdp/runs/abalone/fold_2/events.out.tfevents.1762559626.auvsl-gpu-01.ise.illinois.edu.627155.4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c7af6a4c76a0126e8d498e8ef87772f6d31c8a4fad4c21d43e2e86cc79c4a5c +size 22712 diff --git a/UCI_N4/sdp/runs/abalone/fold_3/1762559655.8491604/events.out.tfevents.1762559655.auvsl-gpu-01.ise.illinois.edu.627155.7 b/UCI_N4/sdp/runs/abalone/fold_3/1762559655.8491604/events.out.tfevents.1762559655.auvsl-gpu-01.ise.illinois.edu.627155.7 new file mode 100644 index 0000000000000000000000000000000000000000..5c0ddaf9a714cf3a0a7941eac7b0cfc474354bf8 --- /dev/null +++ b/UCI_N4/sdp/runs/abalone/fold_3/1762559655.8491604/events.out.tfevents.1762559655.auvsl-gpu-01.ise.illinois.edu.627155.7 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ab5df0d1560b33bd3ef601376530a6c35450de5d6a1225826d43b95bace0544 +size 1168 diff --git a/UCI_N4/sdp/runs/abalone/fold_3/best_state.pth b/UCI_N4/sdp/runs/abalone/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..a9ca0f9f16c3174f6f94253f9d24e9f8a5ff70c1 --- /dev/null +++ b/UCI_N4/sdp/runs/abalone/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e76b51c3642b1a97ce5051d5ce10fdcf3be652e1f2c512bae3df1c0b8cd8082a +size 14453 diff --git a/UCI_N4/sdp/runs/abalone/fold_3/events.out.tfevents.1762559637.auvsl-gpu-01.ise.illinois.edu.627155.6 b/UCI_N4/sdp/runs/abalone/fold_3/events.out.tfevents.1762559637.auvsl-gpu-01.ise.illinois.edu.627155.6 new file mode 100644 index 0000000000000000000000000000000000000000..4b24dec40eb88a5ccee5cccfca46f74bb3551318 --- /dev/null +++ b/UCI_N4/sdp/runs/abalone/fold_3/events.out.tfevents.1762559637.auvsl-gpu-01.ise.illinois.edu.627155.6 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:936b68250415b40c095276bf75ec7ba72c8b32cf7a3371748946cbda1eafbe90 +size 38756 diff --git a/UCI_N4/sdp/runs/acute-inflammation/fold_0/1762559596.7011297/events.out.tfevents.1762559596.auvsl-gpu-01.ise.illinois.edu.627158.1 b/UCI_N4/sdp/runs/acute-inflammation/fold_0/1762559596.7011297/events.out.tfevents.1762559596.auvsl-gpu-01.ise.illinois.edu.627158.1 new file mode 100644 index 0000000000000000000000000000000000000000..5f3e9028379d38f0e5da1f89a920077c59757217 --- /dev/null +++ b/UCI_N4/sdp/runs/acute-inflammation/fold_0/1762559596.7011297/events.out.tfevents.1762559596.auvsl-gpu-01.ise.illinois.edu.627158.1 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:041bc25123fd8d964609db507cdd14c272e0d494c95b09a50e20128606a9f54f +size 1179 diff --git a/UCI_N4/sdp/runs/acute-inflammation/fold_0/best_state.pth b/UCI_N4/sdp/runs/acute-inflammation/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..ad69870f406712dd9bef793bfce14263d6aab39e --- /dev/null +++ b/UCI_N4/sdp/runs/acute-inflammation/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fde0bd290b78e8e6075cb13203d816139c5052e793dc91a3a59ea3f3c15d4d3b +size 12277 diff --git a/UCI_N4/sdp/runs/acute-inflammation/fold_0/events.out.tfevents.1762559595.auvsl-gpu-01.ise.illinois.edu.627158.0 b/UCI_N4/sdp/runs/acute-inflammation/fold_0/events.out.tfevents.1762559595.auvsl-gpu-01.ise.illinois.edu.627158.0 new file mode 100644 index 0000000000000000000000000000000000000000..a8d3d1c11171b571cc98f20429ecff2aa559d68f --- /dev/null +++ b/UCI_N4/sdp/runs/acute-inflammation/fold_0/events.out.tfevents.1762559595.auvsl-gpu-01.ise.illinois.edu.627158.0 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c80be9daad3e1df8d8496a09ea67bf45599a4b4ead337b7cb86a036e3a080fc0 +size 14307 diff --git a/UCI_N4/sdp/runs/acute-inflammation/fold_1/1762559597.2705138/events.out.tfevents.1762559597.auvsl-gpu-01.ise.illinois.edu.627158.3 b/UCI_N4/sdp/runs/acute-inflammation/fold_1/1762559597.2705138/events.out.tfevents.1762559597.auvsl-gpu-01.ise.illinois.edu.627158.3 new file mode 100644 index 0000000000000000000000000000000000000000..9999693cda20d6e8498b9514a099bbad88705a15 --- /dev/null +++ b/UCI_N4/sdp/runs/acute-inflammation/fold_1/1762559597.2705138/events.out.tfevents.1762559597.auvsl-gpu-01.ise.illinois.edu.627158.3 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f90f0d0079f67f1ad672b500555aed10a93e74c9ff20d82b056fa791e8aa90a6 +size 1179 diff --git a/UCI_N4/sdp/runs/acute-inflammation/fold_1/best_state.pth b/UCI_N4/sdp/runs/acute-inflammation/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..9f021d0bafcc337baa5668fbcb3a9848a4e47ccd --- /dev/null +++ b/UCI_N4/sdp/runs/acute-inflammation/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a23c545b2e653c4f1e7870248593d44bb0f7516761d67a5eaee17d4f5c469d07 +size 12277 diff --git a/UCI_N4/sdp/runs/acute-inflammation/fold_1/events.out.tfevents.1762559596.auvsl-gpu-01.ise.illinois.edu.627158.2 b/UCI_N4/sdp/runs/acute-inflammation/fold_1/events.out.tfevents.1762559596.auvsl-gpu-01.ise.illinois.edu.627158.2 new file mode 100644 index 0000000000000000000000000000000000000000..9fdc455e800c14b046b9a6c9035f8285f1d4288e --- /dev/null +++ b/UCI_N4/sdp/runs/acute-inflammation/fold_1/events.out.tfevents.1762559596.auvsl-gpu-01.ise.illinois.edu.627158.2 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:180d36e86a767683d626b521b20773c445831050608bf099bbdc081c9125ed62 +size 13543 diff --git a/UCI_N4/sdp/runs/acute-inflammation/fold_2/1762559598.289376/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627158.5 b/UCI_N4/sdp/runs/acute-inflammation/fold_2/1762559598.289376/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627158.5 new file mode 100644 index 0000000000000000000000000000000000000000..d8efb5d32c0dcc259fd08ce23a01907bcf300e8d --- /dev/null +++ b/UCI_N4/sdp/runs/acute-inflammation/fold_2/1762559598.289376/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627158.5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec510a92b1c5b54e85e8fa9cb63736483f3d98585510aad87583e473fde86993 +size 1179 diff --git a/UCI_N4/sdp/runs/acute-inflammation/fold_2/best_state.pth b/UCI_N4/sdp/runs/acute-inflammation/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..3fb7b00d323c4f852fce2d75cca18f894c201817 --- /dev/null +++ b/UCI_N4/sdp/runs/acute-inflammation/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c94146bfaa1a8cfc0472da63dd1d5d089bc52007c47a9bc529726597da432045 +size 12277 diff --git a/UCI_N4/sdp/runs/acute-inflammation/fold_2/events.out.tfevents.1762559597.auvsl-gpu-01.ise.illinois.edu.627158.4 b/UCI_N4/sdp/runs/acute-inflammation/fold_2/events.out.tfevents.1762559597.auvsl-gpu-01.ise.illinois.edu.627158.4 new file mode 100644 index 0000000000000000000000000000000000000000..9cce4f8103ff6f687442ac52b8d5428097f6527a --- /dev/null +++ b/UCI_N4/sdp/runs/acute-inflammation/fold_2/events.out.tfevents.1762559597.auvsl-gpu-01.ise.illinois.edu.627158.4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7c252c19b11ebf963d05a9138a23130ab73befa8842a31cd4674e3f4783c4e6 +size 23094 diff --git a/UCI_N4/sdp/runs/acute-inflammation/fold_3/1762559599.1427844/events.out.tfevents.1762559599.auvsl-gpu-01.ise.illinois.edu.627158.7 b/UCI_N4/sdp/runs/acute-inflammation/fold_3/1762559599.1427844/events.out.tfevents.1762559599.auvsl-gpu-01.ise.illinois.edu.627158.7 new file mode 100644 index 0000000000000000000000000000000000000000..78a02bfa420e78449e111f2c5347fc6d0045f8de --- /dev/null +++ b/UCI_N4/sdp/runs/acute-inflammation/fold_3/1762559599.1427844/events.out.tfevents.1762559599.auvsl-gpu-01.ise.illinois.edu.627158.7 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6909cb67271bc0705ca127350c63b68a23138df69964a0297f27880643e0426 +size 1179 diff --git a/UCI_N4/sdp/runs/acute-inflammation/fold_3/best_state.pth b/UCI_N4/sdp/runs/acute-inflammation/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..ae01dabd65afdcf2f3cc5716b191459b6b1f8f3e --- /dev/null +++ b/UCI_N4/sdp/runs/acute-inflammation/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ba1ca373555cecdb6fa4c01a2c749ccd17c8cd60f8f122f8b5782c0ad07714f8 +size 12277 diff --git a/UCI_N4/sdp/runs/acute-inflammation/fold_3/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627158.6 b/UCI_N4/sdp/runs/acute-inflammation/fold_3/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627158.6 new file mode 100644 index 0000000000000000000000000000000000000000..ca0d7bdae7609e35ec4d21433b70dc9b09ed9ef2 --- /dev/null +++ b/UCI_N4/sdp/runs/acute-inflammation/fold_3/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627158.6 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52660130d6c27ea1722d110a90efd94a1bc408baef7dfefb5be57e84b6f7660d +size 20420 diff --git a/UCI_N4/sdp/runs/acute-nephritis/fold_0/1762559597.0057552/events.out.tfevents.1762559597.auvsl-gpu-01.ise.illinois.edu.627156.1 b/UCI_N4/sdp/runs/acute-nephritis/fold_0/1762559597.0057552/events.out.tfevents.1762559597.auvsl-gpu-01.ise.illinois.edu.627156.1 new file mode 100644 index 0000000000000000000000000000000000000000..8b48525959c3c8a8e1429596d98e434b2c0bf807 --- /dev/null +++ b/UCI_N4/sdp/runs/acute-nephritis/fold_0/1762559597.0057552/events.out.tfevents.1762559597.auvsl-gpu-01.ise.illinois.edu.627156.1 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e01f52ba9c27360d9e76c2b7a6b958511d225cab21346f373b4666e84c296e8 +size 1176 diff --git a/UCI_N4/sdp/runs/acute-nephritis/fold_0/best_state.pth b/UCI_N4/sdp/runs/acute-nephritis/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..28ab168ebadc2bad4ec9fb6c99953629e9513755 --- /dev/null +++ b/UCI_N4/sdp/runs/acute-nephritis/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9a8f202b79fa3ac8d5f7642149738776f7cd517e6611b38aee7a313e2561ab1 +size 12277 diff --git a/UCI_N4/sdp/runs/acute-nephritis/fold_0/events.out.tfevents.1762559595.auvsl-gpu-01.ise.illinois.edu.627156.0 b/UCI_N4/sdp/runs/acute-nephritis/fold_0/events.out.tfevents.1762559595.auvsl-gpu-01.ise.illinois.edu.627156.0 new file mode 100644 index 0000000000000000000000000000000000000000..618f4894606c22bfafddde772db87b07236744d0 --- /dev/null +++ b/UCI_N4/sdp/runs/acute-nephritis/fold_0/events.out.tfevents.1762559595.auvsl-gpu-01.ise.illinois.edu.627156.0 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd0c1bd964da40c8ced9f81826d211222dd234b8b959a5b9cc2f33450bf99823 +size 19656 diff --git a/UCI_N4/sdp/runs/acute-nephritis/fold_1/1762559598.1063998/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627156.3 b/UCI_N4/sdp/runs/acute-nephritis/fold_1/1762559598.1063998/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627156.3 new file mode 100644 index 0000000000000000000000000000000000000000..0eec5be7294a71fd8da30fb2378307d93bf3a09c --- /dev/null +++ b/UCI_N4/sdp/runs/acute-nephritis/fold_1/1762559598.1063998/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627156.3 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3dca7afd340d29c2e67340ef51974aa32ca646069d871db33947f7a5fd14ca8d +size 1176 diff --git a/UCI_N4/sdp/runs/acute-nephritis/fold_1/best_state.pth b/UCI_N4/sdp/runs/acute-nephritis/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..f18b8fa5056a0826c93418a42b11410e126d783a --- /dev/null +++ b/UCI_N4/sdp/runs/acute-nephritis/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9df24dcfe14b9e05033a5b1ca28e12957c072a819b8342a0fd6d93001f6a7515 +size 12277 diff --git a/UCI_N4/sdp/runs/acute-nephritis/fold_1/events.out.tfevents.1762559597.auvsl-gpu-01.ise.illinois.edu.627156.2 b/UCI_N4/sdp/runs/acute-nephritis/fold_1/events.out.tfevents.1762559597.auvsl-gpu-01.ise.illinois.edu.627156.2 new file mode 100644 index 0000000000000000000000000000000000000000..6eb4e2a346e2ce504f722de35ee405da6f07ae58 --- /dev/null +++ b/UCI_N4/sdp/runs/acute-nephritis/fold_1/events.out.tfevents.1762559597.auvsl-gpu-01.ise.illinois.edu.627156.2 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f89bc492293f831c86d8322b1d8ee26fe4b666136cfc2c61bfce98ffd36422a +size 23094 diff --git a/UCI_N4/sdp/runs/acute-nephritis/fold_2/1762559598.8479884/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627156.5 b/UCI_N4/sdp/runs/acute-nephritis/fold_2/1762559598.8479884/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627156.5 new file mode 100644 index 0000000000000000000000000000000000000000..895b5e54cadaf7d61308836ec2f54cd6a40d18da --- /dev/null +++ b/UCI_N4/sdp/runs/acute-nephritis/fold_2/1762559598.8479884/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627156.5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b8a056f5ce4b46093f50aefc3624eb0a9eebda116eac318eb86275b13b3b671 +size 1176 diff --git a/UCI_N4/sdp/runs/acute-nephritis/fold_2/best_state.pth b/UCI_N4/sdp/runs/acute-nephritis/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..c9ab7ff5c2d3b7efbff734b5fddde3a64cc147a0 --- /dev/null +++ b/UCI_N4/sdp/runs/acute-nephritis/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:460d5ef2b508852c67f705a70b09e7e8c3c4a8e8c7c4f0052cdcbbd669dffc0f +size 12277 diff --git a/UCI_N4/sdp/runs/acute-nephritis/fold_2/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627156.4 b/UCI_N4/sdp/runs/acute-nephritis/fold_2/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627156.4 new file mode 100644 index 0000000000000000000000000000000000000000..d725ac935134842c580a3180f80a690fdf235906 --- /dev/null +++ b/UCI_N4/sdp/runs/acute-nephritis/fold_2/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627156.4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:413fcefb87d636ac909db7b41b620c9a1b4252bb16fee74712fe7d470ab87efe +size 16600 diff --git a/UCI_N4/sdp/runs/acute-nephritis/fold_3/1762559600.264967/events.out.tfevents.1762559600.auvsl-gpu-01.ise.illinois.edu.627156.7 b/UCI_N4/sdp/runs/acute-nephritis/fold_3/1762559600.264967/events.out.tfevents.1762559600.auvsl-gpu-01.ise.illinois.edu.627156.7 new file mode 100644 index 0000000000000000000000000000000000000000..62e01d0582093bf48006360e49d8e5d7a53ce74a --- /dev/null +++ b/UCI_N4/sdp/runs/acute-nephritis/fold_3/1762559600.264967/events.out.tfevents.1762559600.auvsl-gpu-01.ise.illinois.edu.627156.7 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:206c416665338583482504e171d55668e424ec5acce42ca1724b2c8bc2ace636 +size 1176 diff --git a/UCI_N4/sdp/runs/acute-nephritis/fold_3/best_state.pth b/UCI_N4/sdp/runs/acute-nephritis/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..a6c6cc09c1fd639434075b8e4908543ebc930d3e --- /dev/null +++ b/UCI_N4/sdp/runs/acute-nephritis/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18717ea86752c1a947059f7e3a8ce0435db70676d4c444588a09997e2cb7f215 +size 12277 diff --git a/UCI_N4/sdp/runs/acute-nephritis/fold_3/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627156.6 b/UCI_N4/sdp/runs/acute-nephritis/fold_3/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627156.6 new file mode 100644 index 0000000000000000000000000000000000000000..ee5ef6f2688ed0fe3e7f448eb9ddeb3e30cd937d --- /dev/null +++ b/UCI_N4/sdp/runs/acute-nephritis/fold_3/events.out.tfevents.1762559598.auvsl-gpu-01.ise.illinois.edu.627156.6 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24d860ca7e02a17809c5d9cab41ad44bd7d04d812b63021a2878b7e5757d5732 +size 30734 diff --git a/UCI_N4/sdp/runs/adult/fold_0/1762559685.3515067/events.out.tfevents.1762559685.auvsl-gpu-01.ise.illinois.edu.627157.1 b/UCI_N4/sdp/runs/adult/fold_0/1762559685.3515067/events.out.tfevents.1762559685.auvsl-gpu-01.ise.illinois.edu.627157.1 new file mode 100644 index 0000000000000000000000000000000000000000..d424564fa9b4994165336e7648e05be4161cdc51 --- /dev/null +++ b/UCI_N4/sdp/runs/adult/fold_0/1762559685.3515067/events.out.tfevents.1762559685.auvsl-gpu-01.ise.illinois.edu.627157.1 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a248b851520455977e98214626deacca966893ce90765722bdc49b330b1228a2 +size 1166 diff --git a/UCI_N4/sdp/runs/adult/fold_0/best_state.pth b/UCI_N4/sdp/runs/adult/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..58ea5ac7b59873a0e90ac84b7d69065ef770b335 --- /dev/null +++ b/UCI_N4/sdp/runs/adult/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb864bd7a8fa2251e27f42be09478750d595b4f74dcb2458620bad17ddbf7116 +size 35957 diff --git a/UCI_N4/sdp/runs/adult/fold_0/events.out.tfevents.1762559595.auvsl-gpu-01.ise.illinois.edu.627157.0 b/UCI_N4/sdp/runs/adult/fold_0/events.out.tfevents.1762559595.auvsl-gpu-01.ise.illinois.edu.627157.0 new file mode 100644 index 0000000000000000000000000000000000000000..8feda4f2ed7fd3ac4c7e70de6272d539363230b5 --- /dev/null +++ b/UCI_N4/sdp/runs/adult/fold_0/events.out.tfevents.1762559595.auvsl-gpu-01.ise.illinois.edu.627157.0 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c54fc71b72517573210dc5fe9d6a51276325e2c4669228ee3aa785e9bfd7b3c5 +size 13543 diff --git a/UCI_N4/sdp/runs/adult/fold_1/1762559769.7412748/events.out.tfevents.1762559769.auvsl-gpu-01.ise.illinois.edu.627157.3 b/UCI_N4/sdp/runs/adult/fold_1/1762559769.7412748/events.out.tfevents.1762559769.auvsl-gpu-01.ise.illinois.edu.627157.3 new file mode 100644 index 0000000000000000000000000000000000000000..b5cc17fd7c00a7661d4a195c17a56ef8f12ac001 --- /dev/null +++ b/UCI_N4/sdp/runs/adult/fold_1/1762559769.7412748/events.out.tfevents.1762559769.auvsl-gpu-01.ise.illinois.edu.627157.3 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e960e50feedde39bbc5a019fe94187d9188c1d592bb32ba505aaa68cd62e5204 +size 1166 diff --git a/UCI_N4/sdp/runs/adult/fold_1/best_state.pth b/UCI_N4/sdp/runs/adult/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..632d60ded8841407ede1fcc4d466f497c0bb1343 --- /dev/null +++ b/UCI_N4/sdp/runs/adult/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6b2eea02a19b7dddfaa894174db18a2eb7a450b20d1388d1d77339073189f39 +size 35957 diff --git a/UCI_N4/sdp/runs/adult/fold_1/events.out.tfevents.1762559685.auvsl-gpu-01.ise.illinois.edu.627157.2 b/UCI_N4/sdp/runs/adult/fold_1/events.out.tfevents.1762559685.auvsl-gpu-01.ise.illinois.edu.627157.2 new file mode 100644 index 0000000000000000000000000000000000000000..5fd04ed7194dd92760b450b31833987d660e3fca --- /dev/null +++ b/UCI_N4/sdp/runs/adult/fold_1/events.out.tfevents.1762559685.auvsl-gpu-01.ise.illinois.edu.627157.2 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dbefe9c16c05f0e7fa8db02d4436295df1cd96e44558708a9d1b384ba3ac30e8 +size 13161 diff --git a/UCI_N4/sdp/runs/adult/fold_2/1762559852.0389123/events.out.tfevents.1762559852.auvsl-gpu-01.ise.illinois.edu.627157.5 b/UCI_N4/sdp/runs/adult/fold_2/1762559852.0389123/events.out.tfevents.1762559852.auvsl-gpu-01.ise.illinois.edu.627157.5 new file mode 100644 index 0000000000000000000000000000000000000000..6dcdf391249af332388547b3ff76a65428ef6a3a --- /dev/null +++ b/UCI_N4/sdp/runs/adult/fold_2/1762559852.0389123/events.out.tfevents.1762559852.auvsl-gpu-01.ise.illinois.edu.627157.5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4aa148a12fc8be17ca5ae5968ce8856b33f592dfa7ad42d1a159fe51632b3254 +size 1166 diff --git a/UCI_N4/sdp/runs/adult/fold_2/best_state.pth b/UCI_N4/sdp/runs/adult/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..24ef6b75f7469c23c3b2917b6c03e23adbb458cb --- /dev/null +++ b/UCI_N4/sdp/runs/adult/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad0ffdd37c87064ff44c3b587b95e8515830cb91786be722ecee43c8fe40a383 +size 35957 diff --git a/UCI_N4/sdp/runs/adult/fold_2/events.out.tfevents.1762559769.auvsl-gpu-01.ise.illinois.edu.627157.4 b/UCI_N4/sdp/runs/adult/fold_2/events.out.tfevents.1762559769.auvsl-gpu-01.ise.illinois.edu.627157.4 new file mode 100644 index 0000000000000000000000000000000000000000..3a535e3dd7e6dedf31f68dc12699ffc8d352351b --- /dev/null +++ b/UCI_N4/sdp/runs/adult/fold_2/events.out.tfevents.1762559769.auvsl-gpu-01.ise.illinois.edu.627157.4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0f0faa4ff32b019df78089ce8391dc56b23428effc278bcee0dffb1b085dbfe +size 12779 diff --git a/UCI_N4/sdp/runs/adult/fold_3/1762559946.5799155/events.out.tfevents.1762559946.auvsl-gpu-01.ise.illinois.edu.627157.7 b/UCI_N4/sdp/runs/adult/fold_3/1762559946.5799155/events.out.tfevents.1762559946.auvsl-gpu-01.ise.illinois.edu.627157.7 new file mode 100644 index 0000000000000000000000000000000000000000..cb088b8d057f537a7ff3e9ad74f5bf917d69f16e --- /dev/null +++ b/UCI_N4/sdp/runs/adult/fold_3/1762559946.5799155/events.out.tfevents.1762559946.auvsl-gpu-01.ise.illinois.edu.627157.7 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7da5ef46d0f0b3dab6044025a1fbc1f7e48f65471aa0498139f8a97dfd8c84f +size 1166 diff --git a/UCI_N4/sdp/runs/adult/fold_3/best_state.pth b/UCI_N4/sdp/runs/adult/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..ca27e63e5b5a3d557557caadc10fcee2e81d70aa --- /dev/null +++ b/UCI_N4/sdp/runs/adult/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b67e669154b5c17c4faaf0a1e373b466398375118cd4a486bbf36383c648f93b +size 35957 diff --git a/UCI_N4/sdp/runs/adult/fold_3/events.out.tfevents.1762559852.auvsl-gpu-01.ise.illinois.edu.627157.6 b/UCI_N4/sdp/runs/adult/fold_3/events.out.tfevents.1762559852.auvsl-gpu-01.ise.illinois.edu.627157.6 new file mode 100644 index 0000000000000000000000000000000000000000..beef41ef2d578df7816ccb5236069585d0de3a73 --- /dev/null +++ b/UCI_N4/sdp/runs/adult/fold_3/events.out.tfevents.1762559852.auvsl-gpu-01.ise.illinois.edu.627157.6 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d08796b108a88f2e26b8cab94b06b09867fbc0c523eb80cf6fe50bdabf79188 +size 14689 diff --git a/UCI_N4/sdp/runs/annealing/fold_0/1762559601.745384/events.out.tfevents.1762559601.auvsl-gpu-01.ise.illinois.edu.627158.9 b/UCI_N4/sdp/runs/annealing/fold_0/1762559601.745384/events.out.tfevents.1762559601.auvsl-gpu-01.ise.illinois.edu.627158.9 new file mode 100644 index 0000000000000000000000000000000000000000..a21119eb655fb6d0fe4572ea03ca99db168b896d --- /dev/null +++ b/UCI_N4/sdp/runs/annealing/fold_0/1762559601.745384/events.out.tfevents.1762559601.auvsl-gpu-01.ise.illinois.edu.627158.9 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47ceccc05875620b863c23dc56b9aaf0ca2b3054555822b09733381a603b4508 +size 1170 diff --git a/UCI_N4/sdp/runs/annealing/fold_0/best_state.pth b/UCI_N4/sdp/runs/annealing/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..8f7f84b46126016501be287a3b350e2c2afa4f74 --- /dev/null +++ b/UCI_N4/sdp/runs/annealing/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5deac32e6431afe6f1a450fbe78e117f92aaa0b4e7c545483ea308606d8fffc7 +size 137333 diff --git a/UCI_N4/sdp/runs/annealing/fold_0/events.out.tfevents.1762559599.auvsl-gpu-01.ise.illinois.edu.627158.8 b/UCI_N4/sdp/runs/annealing/fold_0/events.out.tfevents.1762559599.auvsl-gpu-01.ise.illinois.edu.627158.8 new file mode 100644 index 0000000000000000000000000000000000000000..c40138b83990802cd761a4ab3e2cdd4d62198803 --- /dev/null +++ b/UCI_N4/sdp/runs/annealing/fold_0/events.out.tfevents.1762559599.auvsl-gpu-01.ise.illinois.edu.627158.8 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d49bc8c34c2e6cdfc4a9af330c1f417bd71ca48367c294ed42126d2616ba69c +size 26914 diff --git a/UCI_N4/sdp/runs/annealing/fold_1/1762559605.1021535/events.out.tfevents.1762559605.auvsl-gpu-01.ise.illinois.edu.627158.11 b/UCI_N4/sdp/runs/annealing/fold_1/1762559605.1021535/events.out.tfevents.1762559605.auvsl-gpu-01.ise.illinois.edu.627158.11 new file mode 100644 index 0000000000000000000000000000000000000000..048660b36423a444e1da4413a6c07e7b37a24d5b --- /dev/null +++ b/UCI_N4/sdp/runs/annealing/fold_1/1762559605.1021535/events.out.tfevents.1762559605.auvsl-gpu-01.ise.illinois.edu.627158.11 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22a59114c7add4a3be791a2d0e924f5e5442cca8055a2762455f2b2e48222d2a +size 1170 diff --git a/UCI_N4/sdp/runs/annealing/fold_1/best_state.pth b/UCI_N4/sdp/runs/annealing/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..af7d76081444451773074f4b2248297f50755534 --- /dev/null +++ b/UCI_N4/sdp/runs/annealing/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de260dcbaa3ae18aee2d9e27c16a2e979ad7243a483b5faa8b59eb81e3fdad5e +size 137333 diff --git a/UCI_N4/sdp/runs/annealing/fold_1/events.out.tfevents.1762559601.auvsl-gpu-01.ise.illinois.edu.627158.10 b/UCI_N4/sdp/runs/annealing/fold_1/events.out.tfevents.1762559601.auvsl-gpu-01.ise.illinois.edu.627158.10 new file mode 100644 index 0000000000000000000000000000000000000000..30854462a6fde7aa5472ea8eda4e8166528186d4 --- /dev/null +++ b/UCI_N4/sdp/runs/annealing/fold_1/events.out.tfevents.1762559601.auvsl-gpu-01.ise.illinois.edu.627158.10 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77ff52128b470b1b815eb54f67a8678e4ebce77b47b3e3d084347a09e91a9dc2 +size 34172 diff --git a/UCI_N4/sdp/runs/annealing/fold_2/1762559608.9262414/events.out.tfevents.1762559608.auvsl-gpu-01.ise.illinois.edu.627158.13 b/UCI_N4/sdp/runs/annealing/fold_2/1762559608.9262414/events.out.tfevents.1762559608.auvsl-gpu-01.ise.illinois.edu.627158.13 new file mode 100644 index 0000000000000000000000000000000000000000..ea8256c93b87b8ee2cf1e76e2f1d44cfa6a1ea49 --- /dev/null +++ b/UCI_N4/sdp/runs/annealing/fold_2/1762559608.9262414/events.out.tfevents.1762559608.auvsl-gpu-01.ise.illinois.edu.627158.13 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a0c6c406b6ca2f057506c1d7741ba512a6a45ca506d8e5b43297ba0aca026ad +size 1170 diff --git a/UCI_N4/sdp/runs/annealing/fold_2/best_state.pth b/UCI_N4/sdp/runs/annealing/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..fa45b83137e518d32f71cb23412913b689be8855 --- /dev/null +++ b/UCI_N4/sdp/runs/annealing/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee5ef5f0cca24a4a2f6b9f3fab9ce37bbf34b3f0cdae08e760e620e7dc6ab36a +size 137333 diff --git a/UCI_N4/sdp/runs/annealing/fold_2/events.out.tfevents.1762559605.auvsl-gpu-01.ise.illinois.edu.627158.12 b/UCI_N4/sdp/runs/annealing/fold_2/events.out.tfevents.1762559605.auvsl-gpu-01.ise.illinois.edu.627158.12 new file mode 100644 index 0000000000000000000000000000000000000000..79a31211b3e53967d7abbbf92e436617a840026d --- /dev/null +++ b/UCI_N4/sdp/runs/annealing/fold_2/events.out.tfevents.1762559605.auvsl-gpu-01.ise.illinois.edu.627158.12 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a95b278d54f50dd140ccb9475024b2bcbafb8fe93b205820463c517c28f9fce1 +size 35700 diff --git a/UCI_N4/sdp/runs/annealing/fold_3/1762559612.177223/events.out.tfevents.1762559612.auvsl-gpu-01.ise.illinois.edu.627158.15 b/UCI_N4/sdp/runs/annealing/fold_3/1762559612.177223/events.out.tfevents.1762559612.auvsl-gpu-01.ise.illinois.edu.627158.15 new file mode 100644 index 0000000000000000000000000000000000000000..51ae5e019ffd3199acb02d4295fe9856dc433feb --- /dev/null +++ b/UCI_N4/sdp/runs/annealing/fold_3/1762559612.177223/events.out.tfevents.1762559612.auvsl-gpu-01.ise.illinois.edu.627158.15 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e0c09ef4e6d5572d89291d1b1a4c001651fbb39f1255989cf6dd23f05bdee34 +size 1170 diff --git a/UCI_N4/sdp/runs/annealing/fold_3/best_state.pth b/UCI_N4/sdp/runs/annealing/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..c91383341adf68b811ffec8eec06e642c3e69569 --- /dev/null +++ b/UCI_N4/sdp/runs/annealing/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:652e7d137107e1dbbc5b1f506f9e05506b44eac27376c408e74301fca0335528 +size 137333 diff --git a/UCI_N4/sdp/runs/annealing/fold_3/events.out.tfevents.1762559608.auvsl-gpu-01.ise.illinois.edu.627158.14 b/UCI_N4/sdp/runs/annealing/fold_3/events.out.tfevents.1762559608.auvsl-gpu-01.ise.illinois.edu.627158.14 new file mode 100644 index 0000000000000000000000000000000000000000..1bc330e1b169901dda68fe0eb37d07fcacf6d5a7 --- /dev/null +++ b/UCI_N4/sdp/runs/annealing/fold_3/events.out.tfevents.1762559608.auvsl-gpu-01.ise.illinois.edu.627158.14 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6535895f3a34addeaa246d154b68fa4f3f43636c81495fa4076beb2a51ab9603 +size 34172 diff --git a/UCI_N4/sdp/runs/arrhythmia/fold_0/1762559602.7707891/events.out.tfevents.1762559602.auvsl-gpu-01.ise.illinois.edu.627156.9 b/UCI_N4/sdp/runs/arrhythmia/fold_0/1762559602.7707891/events.out.tfevents.1762559602.auvsl-gpu-01.ise.illinois.edu.627156.9 new file mode 100644 index 0000000000000000000000000000000000000000..0a5b75c3521bbe4fafa3d37b972c5c81babdd28c --- /dev/null +++ b/UCI_N4/sdp/runs/arrhythmia/fold_0/1762559602.7707891/events.out.tfevents.1762559602.auvsl-gpu-01.ise.illinois.edu.627156.9 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e244996973ce27026968d0119f96144629513b9889bf1e81d49d2c702af40d1 +size 1171 diff --git a/UCI_N4/sdp/runs/arrhythmia/fold_0/best_state.pth b/UCI_N4/sdp/runs/arrhythmia/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..2805895f4929d270ea3dfc9668e9af3561aa08fc --- /dev/null +++ b/UCI_N4/sdp/runs/arrhythmia/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc7098aa29935bd37808ce3a54eb64b37751e9bbd03a400fd2f1883a611f6c63 +size 4341301 diff --git a/UCI_N4/sdp/runs/arrhythmia/fold_0/events.out.tfevents.1762559600.auvsl-gpu-01.ise.illinois.edu.627156.8 b/UCI_N4/sdp/runs/arrhythmia/fold_0/events.out.tfevents.1762559600.auvsl-gpu-01.ise.illinois.edu.627156.8 new file mode 100644 index 0000000000000000000000000000000000000000..b8c9bc3eca4075e1e3211b8d1e183bb79c3ec0c6 --- /dev/null +++ b/UCI_N4/sdp/runs/arrhythmia/fold_0/events.out.tfevents.1762559600.auvsl-gpu-01.ise.illinois.edu.627156.8 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7346f54a0f29e4eb488ddf108f7d055edb60e1303738df110e37de319a406a5 +size 21566 diff --git a/UCI_N4/sdp/runs/arrhythmia/fold_1/1762559604.4387171/events.out.tfevents.1762559604.auvsl-gpu-01.ise.illinois.edu.627156.11 b/UCI_N4/sdp/runs/arrhythmia/fold_1/1762559604.4387171/events.out.tfevents.1762559604.auvsl-gpu-01.ise.illinois.edu.627156.11 new file mode 100644 index 0000000000000000000000000000000000000000..f4a1b4c74011207eedb5a1e85c2c8b14967f4477 --- /dev/null +++ b/UCI_N4/sdp/runs/arrhythmia/fold_1/1762559604.4387171/events.out.tfevents.1762559604.auvsl-gpu-01.ise.illinois.edu.627156.11 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd69e463a5ba219eb60fef333e966a12edcd441125ca2f7eed8b652ed5240b70 +size 1171 diff --git a/UCI_N4/sdp/runs/arrhythmia/fold_1/best_state.pth b/UCI_N4/sdp/runs/arrhythmia/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..97ebb62b9b049c4b3988553ac0236646032ef28a --- /dev/null +++ b/UCI_N4/sdp/runs/arrhythmia/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a79f0f55775380962501017d4480620ff7525369a9bc8b57df942822a4ba1c94 +size 4341301 diff --git a/UCI_N4/sdp/runs/arrhythmia/fold_1/events.out.tfevents.1762559602.auvsl-gpu-01.ise.illinois.edu.627156.10 b/UCI_N4/sdp/runs/arrhythmia/fold_1/events.out.tfevents.1762559602.auvsl-gpu-01.ise.illinois.edu.627156.10 new file mode 100644 index 0000000000000000000000000000000000000000..a9ed62054c7d304e88724950bc7b564904f4bfab --- /dev/null +++ b/UCI_N4/sdp/runs/arrhythmia/fold_1/events.out.tfevents.1762559602.auvsl-gpu-01.ise.illinois.edu.627156.10 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b88c9e460d01aea9540be2583221ee7641d3be66a7a098a69fbe9f0580855081 +size 16982 diff --git a/UCI_N4/sdp/runs/arrhythmia/fold_2/1762559607.891358/events.out.tfevents.1762559607.auvsl-gpu-01.ise.illinois.edu.627156.13 b/UCI_N4/sdp/runs/arrhythmia/fold_2/1762559607.891358/events.out.tfevents.1762559607.auvsl-gpu-01.ise.illinois.edu.627156.13 new file mode 100644 index 0000000000000000000000000000000000000000..3893453a5cf9e9d1ad51aec6a151333f521b2a43 --- /dev/null +++ b/UCI_N4/sdp/runs/arrhythmia/fold_2/1762559607.891358/events.out.tfevents.1762559607.auvsl-gpu-01.ise.illinois.edu.627156.13 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10db4fd4098d64d2c793f9d0f5c0627f966b5ddc8cb8a452f5027724e59431ad +size 1171 diff --git a/UCI_N4/sdp/runs/arrhythmia/fold_2/best_state.pth b/UCI_N4/sdp/runs/arrhythmia/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..293118ed7dc7b9292da4c3437bf88f3be0f82fba --- /dev/null +++ b/UCI_N4/sdp/runs/arrhythmia/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f79d423f38201d86a7f6ac928faee4086244c5dc85fec6a5240914c8ae77111b +size 4341301 diff --git a/UCI_N4/sdp/runs/arrhythmia/fold_2/events.out.tfevents.1762559604.auvsl-gpu-01.ise.illinois.edu.627156.12 b/UCI_N4/sdp/runs/arrhythmia/fold_2/events.out.tfevents.1762559604.auvsl-gpu-01.ise.illinois.edu.627156.12 new file mode 100644 index 0000000000000000000000000000000000000000..1c2d8c71990cac49095c629d51d6048bac0f8812 --- /dev/null +++ b/UCI_N4/sdp/runs/arrhythmia/fold_2/events.out.tfevents.1762559604.auvsl-gpu-01.ise.illinois.edu.627156.12 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:847f4d279bf5fa1290759ae2bb6077c06a25277e447d70ac2986214823a79b6b +size 34936 diff --git a/UCI_N4/sdp/runs/arrhythmia/fold_3/1762559610.6587198/events.out.tfevents.1762559610.auvsl-gpu-01.ise.illinois.edu.627156.15 b/UCI_N4/sdp/runs/arrhythmia/fold_3/1762559610.6587198/events.out.tfevents.1762559610.auvsl-gpu-01.ise.illinois.edu.627156.15 new file mode 100644 index 0000000000000000000000000000000000000000..c29c0787210437266755f26d10cf8a0c838396af --- /dev/null +++ b/UCI_N4/sdp/runs/arrhythmia/fold_3/1762559610.6587198/events.out.tfevents.1762559610.auvsl-gpu-01.ise.illinois.edu.627156.15 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1482582e01e3fe0ce100bed61f246ff699c5620871cf8523e9a5a98814387f9 +size 1171 diff --git a/UCI_N4/sdp/runs/arrhythmia/fold_3/best_state.pth b/UCI_N4/sdp/runs/arrhythmia/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..c78a8f44886be11adb212c0cf3b9bfa14f9db534 --- /dev/null +++ b/UCI_N4/sdp/runs/arrhythmia/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9393c3e622f221ffa0e3b72590b766262e9c1380c60c3f837a1d038985bd4872 +size 4341301 diff --git a/UCI_N4/sdp/runs/arrhythmia/fold_3/events.out.tfevents.1762559607.auvsl-gpu-01.ise.illinois.edu.627156.14 b/UCI_N4/sdp/runs/arrhythmia/fold_3/events.out.tfevents.1762559607.auvsl-gpu-01.ise.illinois.edu.627156.14 new file mode 100644 index 0000000000000000000000000000000000000000..a6760f0dc1a1e6d466999e511fa7691bafd910e9 --- /dev/null +++ b/UCI_N4/sdp/runs/arrhythmia/fold_3/events.out.tfevents.1762559607.auvsl-gpu-01.ise.illinois.edu.627156.14 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:278d53d44dd86eaf090444184b5a64575d7198c3674dceb779a35a06283593bb +size 22712 diff --git a/UCI_N4/sdp/runs/audiology-std/fold_0/1762559611.3161504/events.out.tfevents.1762559611.auvsl-gpu-01.ise.illinois.edu.627156.17 b/UCI_N4/sdp/runs/audiology-std/fold_0/1762559611.3161504/events.out.tfevents.1762559611.auvsl-gpu-01.ise.illinois.edu.627156.17 new file mode 100644 index 0000000000000000000000000000000000000000..f56225a6968db6552f24ca36ffacaa63510d494f --- /dev/null +++ b/UCI_N4/sdp/runs/audiology-std/fold_0/1762559611.3161504/events.out.tfevents.1762559611.auvsl-gpu-01.ise.illinois.edu.627156.17 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04984edb265b357d40c6ac94a76950921c4d29fd120dfc7174950d170ab7ec19 +size 1174 diff --git a/UCI_N4/sdp/runs/audiology-std/fold_0/best_state.pth b/UCI_N4/sdp/runs/audiology-std/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..0fd01255ba6b7e7f8d5ed6638b889d52402f143e --- /dev/null +++ b/UCI_N4/sdp/runs/audiology-std/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35b17693f050b71940256ef12438926889a32cf75b3626bd9130a356207b63d5 +size 505077 diff --git a/UCI_N4/sdp/runs/audiology-std/fold_0/events.out.tfevents.1762559610.auvsl-gpu-01.ise.illinois.edu.627156.16 b/UCI_N4/sdp/runs/audiology-std/fold_0/events.out.tfevents.1762559610.auvsl-gpu-01.ise.illinois.edu.627156.16 new file mode 100644 index 0000000000000000000000000000000000000000..8dc902792850aea13b6d42a701c9d99d90037f27 --- /dev/null +++ b/UCI_N4/sdp/runs/audiology-std/fold_0/events.out.tfevents.1762559610.auvsl-gpu-01.ise.illinois.edu.627156.16 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e62cf10260cf82debee48dba1acaa3c3b205055e61f77970d912fbc7c2a12446 +size 13925 diff --git a/UCI_N4/sdp/runs/audiology-std/fold_1/1762559612.3636303/events.out.tfevents.1762559612.auvsl-gpu-01.ise.illinois.edu.627156.19 b/UCI_N4/sdp/runs/audiology-std/fold_1/1762559612.3636303/events.out.tfevents.1762559612.auvsl-gpu-01.ise.illinois.edu.627156.19 new file mode 100644 index 0000000000000000000000000000000000000000..41d86b094dd99ffecb6cdea17fb66fa1b236e85b --- /dev/null +++ b/UCI_N4/sdp/runs/audiology-std/fold_1/1762559612.3636303/events.out.tfevents.1762559612.auvsl-gpu-01.ise.illinois.edu.627156.19 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1282808a0ea4fecb775876fa0bc1a24c3cdbb75c9e8f5902a76f53ca55b5954c +size 1174 diff --git a/UCI_N4/sdp/runs/audiology-std/fold_1/best_state.pth b/UCI_N4/sdp/runs/audiology-std/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..e2d9b8ecb4d346d556dffd84256f3db97b6c708c --- /dev/null +++ b/UCI_N4/sdp/runs/audiology-std/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5be1262a6c63147a48ff7c148c2801bce30fe0712e08a35f9ecc8494bc4d6d30 +size 505077 diff --git a/UCI_N4/sdp/runs/audiology-std/fold_1/events.out.tfevents.1762559611.auvsl-gpu-01.ise.illinois.edu.627156.18 b/UCI_N4/sdp/runs/audiology-std/fold_1/events.out.tfevents.1762559611.auvsl-gpu-01.ise.illinois.edu.627156.18 new file mode 100644 index 0000000000000000000000000000000000000000..1485b400c935de019c9cb07fd4dbb0940846e3ca --- /dev/null +++ b/UCI_N4/sdp/runs/audiology-std/fold_1/events.out.tfevents.1762559611.auvsl-gpu-01.ise.illinois.edu.627156.18 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f79661cbbcab6701f7fa936f15b3963be486c1c059b3332638ee0949f0abbb1 +size 23858 diff --git a/UCI_N4/sdp/runs/audiology-std/fold_2/1762559613.399606/events.out.tfevents.1762559613.auvsl-gpu-01.ise.illinois.edu.627156.21 b/UCI_N4/sdp/runs/audiology-std/fold_2/1762559613.399606/events.out.tfevents.1762559613.auvsl-gpu-01.ise.illinois.edu.627156.21 new file mode 100644 index 0000000000000000000000000000000000000000..42290e23e96f6b5d1b1c0d9783488a47a15dead9 --- /dev/null +++ b/UCI_N4/sdp/runs/audiology-std/fold_2/1762559613.399606/events.out.tfevents.1762559613.auvsl-gpu-01.ise.illinois.edu.627156.21 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:79ea5435e15425ac3e43603e38dfd6d0e16bbf7fbd986d1db60bd3c34fe5a865 +size 1174 diff --git a/UCI_N4/sdp/runs/audiology-std/fold_2/best_state.pth b/UCI_N4/sdp/runs/audiology-std/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..0c4c7b807b83fbd1e3f47093b22926801c0148ea --- /dev/null +++ b/UCI_N4/sdp/runs/audiology-std/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1944802ccc3ed2b10bcf82bee35beb6affe7634aecfac58019bff8888b401c31 +size 505077 diff --git a/UCI_N4/sdp/runs/audiology-std/fold_2/events.out.tfevents.1762559612.auvsl-gpu-01.ise.illinois.edu.627156.20 b/UCI_N4/sdp/runs/audiology-std/fold_2/events.out.tfevents.1762559612.auvsl-gpu-01.ise.illinois.edu.627156.20 new file mode 100644 index 0000000000000000000000000000000000000000..8d185f88133181cb8a89bc386709199d295bcb44 --- /dev/null +++ b/UCI_N4/sdp/runs/audiology-std/fold_2/events.out.tfevents.1762559612.auvsl-gpu-01.ise.illinois.edu.627156.20 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c565d2602f4c2277adc08a08300310856deb74848d0910060d71d3a426ce2c95 +size 23476 diff --git a/UCI_N4/sdp/runs/audiology-std/fold_3/1762559614.6896744/events.out.tfevents.1762559614.auvsl-gpu-01.ise.illinois.edu.627156.23 b/UCI_N4/sdp/runs/audiology-std/fold_3/1762559614.6896744/events.out.tfevents.1762559614.auvsl-gpu-01.ise.illinois.edu.627156.23 new file mode 100644 index 0000000000000000000000000000000000000000..0b2b7f16a5c4f19141a2ff59b28a3231516f4126 --- /dev/null +++ b/UCI_N4/sdp/runs/audiology-std/fold_3/1762559614.6896744/events.out.tfevents.1762559614.auvsl-gpu-01.ise.illinois.edu.627156.23 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b103a521312eac1c35178fc33c2af13e113ba158512922122036ba9d363a3de1 +size 1174 diff --git a/UCI_N4/sdp/runs/audiology-std/fold_3/best_state.pth b/UCI_N4/sdp/runs/audiology-std/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..d86f7b38ee3cce8bf95b33dcfd2a29bee7b65ac1 --- /dev/null +++ b/UCI_N4/sdp/runs/audiology-std/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad71b6c241bd70435b30266dd16107f08ed5d288511eed7b65d5054f260a0f8d +size 505077 diff --git a/UCI_N4/sdp/runs/audiology-std/fold_3/events.out.tfevents.1762559613.auvsl-gpu-01.ise.illinois.edu.627156.22 b/UCI_N4/sdp/runs/audiology-std/fold_3/events.out.tfevents.1762559613.auvsl-gpu-01.ise.illinois.edu.627156.22 new file mode 100644 index 0000000000000000000000000000000000000000..5fd9a37710bec07f8cf0c21cbad7ed41b7f72940 --- /dev/null +++ b/UCI_N4/sdp/runs/audiology-std/fold_3/events.out.tfevents.1762559613.auvsl-gpu-01.ise.illinois.edu.627156.22 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16d24e86d95305c1c4b08848c676a5c54236db06a774340497d2e6dfa9fd4d8b +size 29206 diff --git a/UCI_N4/sdp/runs/balance-scale/fold_0/1762559614.8678906/events.out.tfevents.1762559614.auvsl-gpu-01.ise.illinois.edu.627158.17 b/UCI_N4/sdp/runs/balance-scale/fold_0/1762559614.8678906/events.out.tfevents.1762559614.auvsl-gpu-01.ise.illinois.edu.627158.17 new file mode 100644 index 0000000000000000000000000000000000000000..9d80beb8738e4eb0f8599ccc76442dd8018a894f --- /dev/null +++ b/UCI_N4/sdp/runs/balance-scale/fold_0/1762559614.8678906/events.out.tfevents.1762559614.auvsl-gpu-01.ise.illinois.edu.627158.17 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c8de32e7d193daffbb22634d308cffaabef226364893b4d383f7e98de21bbf1 +size 1174 diff --git a/UCI_N4/sdp/runs/balance-scale/fold_0/best_state.pth b/UCI_N4/sdp/runs/balance-scale/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..963ee0cddf094373d655616b770b7807b9e84008 --- /dev/null +++ b/UCI_N4/sdp/runs/balance-scale/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71f6b9c7a72010815492b7bf4ef48c76d7413b7882bdf19df687b3d40b512293 +size 11253 diff --git a/UCI_N4/sdp/runs/balance-scale/fold_0/events.out.tfevents.1762559612.auvsl-gpu-01.ise.illinois.edu.627158.16 b/UCI_N4/sdp/runs/balance-scale/fold_0/events.out.tfevents.1762559612.auvsl-gpu-01.ise.illinois.edu.627158.16 new file mode 100644 index 0000000000000000000000000000000000000000..db0b7a94d3f98ebbc3461a49bab4a06d78582ae5 --- /dev/null +++ b/UCI_N4/sdp/runs/balance-scale/fold_0/events.out.tfevents.1762559612.auvsl-gpu-01.ise.illinois.edu.627158.16 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63180fee311d68efc3dad967aa3ab709585cdf88e39b84543ba6d3384ed584b7 +size 27296 diff --git a/UCI_N4/sdp/runs/balance-scale/fold_1/1762559618.3011565/events.out.tfevents.1762559618.auvsl-gpu-01.ise.illinois.edu.627158.19 b/UCI_N4/sdp/runs/balance-scale/fold_1/1762559618.3011565/events.out.tfevents.1762559618.auvsl-gpu-01.ise.illinois.edu.627158.19 new file mode 100644 index 0000000000000000000000000000000000000000..4f785aa047343038a6d40bf7bc08c302443d5c43 --- /dev/null +++ b/UCI_N4/sdp/runs/balance-scale/fold_1/1762559618.3011565/events.out.tfevents.1762559618.auvsl-gpu-01.ise.illinois.edu.627158.19 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d51aeb4425d129c907dc510b3f5b2cc0ae0882b66781d68c91fa1313aebcf700 +size 1174 diff --git a/UCI_N4/sdp/runs/balance-scale/fold_1/best_state.pth b/UCI_N4/sdp/runs/balance-scale/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..4c1f6c95522778aea1d916606f2a7a7009bb0f30 --- /dev/null +++ b/UCI_N4/sdp/runs/balance-scale/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4aed811dc189ca5c186ac9c0e50550621d59deac65d3898f81466548775c97b8 +size 11253 diff --git a/UCI_N4/sdp/runs/balance-scale/fold_1/events.out.tfevents.1762559614.auvsl-gpu-01.ise.illinois.edu.627158.18 b/UCI_N4/sdp/runs/balance-scale/fold_1/events.out.tfevents.1762559614.auvsl-gpu-01.ise.illinois.edu.627158.18 new file mode 100644 index 0000000000000000000000000000000000000000..8fc7d00ce7b49baf96fd824ca9bb19822674749f --- /dev/null +++ b/UCI_N4/sdp/runs/balance-scale/fold_1/events.out.tfevents.1762559614.auvsl-gpu-01.ise.illinois.edu.627158.18 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:139db834101bc0bd6ddda1caf9732de7ea8c29e8803f6f51d973ca3b8ac8fd8b +size 32644 diff --git a/UCI_N4/sdp/runs/balance-scale/fold_2/1762559622.069089/events.out.tfevents.1762559622.auvsl-gpu-01.ise.illinois.edu.627158.21 b/UCI_N4/sdp/runs/balance-scale/fold_2/1762559622.069089/events.out.tfevents.1762559622.auvsl-gpu-01.ise.illinois.edu.627158.21 new file mode 100644 index 0000000000000000000000000000000000000000..c6aa5e0be3945e5c295e42db41fd405e020f5977 --- /dev/null +++ b/UCI_N4/sdp/runs/balance-scale/fold_2/1762559622.069089/events.out.tfevents.1762559622.auvsl-gpu-01.ise.illinois.edu.627158.21 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:119daca9432ad3e516bd4ee9178cda47a077893518859b87dabe1a7c579bf430 +size 1174 diff --git a/UCI_N4/sdp/runs/balance-scale/fold_2/best_state.pth b/UCI_N4/sdp/runs/balance-scale/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..07c54e31d85ada8a9ca87a4493c1b1e75fb412b7 --- /dev/null +++ b/UCI_N4/sdp/runs/balance-scale/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3c971b5704078aff8d8b7258f5606d21783d6a7f04b64f2e9cb3ca5acf7fd7e +size 11253 diff --git a/UCI_N4/sdp/runs/balance-scale/fold_2/events.out.tfevents.1762559618.auvsl-gpu-01.ise.illinois.edu.627158.20 b/UCI_N4/sdp/runs/balance-scale/fold_2/events.out.tfevents.1762559618.auvsl-gpu-01.ise.illinois.edu.627158.20 new file mode 100644 index 0000000000000000000000000000000000000000..c6143d77c93e4f4a99ed81152ad2463702e494d6 --- /dev/null +++ b/UCI_N4/sdp/runs/balance-scale/fold_2/events.out.tfevents.1762559618.auvsl-gpu-01.ise.illinois.edu.627158.20 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e961e3ab4bb75d8fd64eaf01aed6f45f0f9ab4414f382ac006b751874477dbee +size 38756 diff --git a/UCI_N4/sdp/runs/balance-scale/fold_3/1762559623.8334997/events.out.tfevents.1762559623.auvsl-gpu-01.ise.illinois.edu.627158.23 b/UCI_N4/sdp/runs/balance-scale/fold_3/1762559623.8334997/events.out.tfevents.1762559623.auvsl-gpu-01.ise.illinois.edu.627158.23 new file mode 100644 index 0000000000000000000000000000000000000000..9984a79490750da6bc2d5cb34b5873109177fe83 --- /dev/null +++ b/UCI_N4/sdp/runs/balance-scale/fold_3/1762559623.8334997/events.out.tfevents.1762559623.auvsl-gpu-01.ise.illinois.edu.627158.23 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd4fe61635ff5b7b8ef286f20659246a1568459fc47b9a3b2cf3f301555c36b2 +size 1174 diff --git a/UCI_N4/sdp/runs/balance-scale/fold_3/best_state.pth b/UCI_N4/sdp/runs/balance-scale/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..4f64367d2821fed302ffba7c617a74ccaa8159f8 --- /dev/null +++ b/UCI_N4/sdp/runs/balance-scale/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64bc370812cbb8e81f4959ceee2c11b1d9d99490cbd0fa0d36b4753433d1b159 +size 11253 diff --git a/UCI_N4/sdp/runs/balance-scale/fold_3/events.out.tfevents.1762559622.auvsl-gpu-01.ise.illinois.edu.627158.22 b/UCI_N4/sdp/runs/balance-scale/fold_3/events.out.tfevents.1762559622.auvsl-gpu-01.ise.illinois.edu.627158.22 new file mode 100644 index 0000000000000000000000000000000000000000..38f29670bb26f73c609a8b619d459c52e88d0bd0 --- /dev/null +++ b/UCI_N4/sdp/runs/balance-scale/fold_3/events.out.tfevents.1762559622.auvsl-gpu-01.ise.illinois.edu.627158.22 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d9a90c3b02ba2906792454754661a11e6e1df7711a72780258e9eb5947d4b9a +size 18510 diff --git a/UCI_N4/sdp/runs/balloons/fold_0/1762559615.1865249/events.out.tfevents.1762559615.auvsl-gpu-01.ise.illinois.edu.627156.25 b/UCI_N4/sdp/runs/balloons/fold_0/1762559615.1865249/events.out.tfevents.1762559615.auvsl-gpu-01.ise.illinois.edu.627156.25 new file mode 100644 index 0000000000000000000000000000000000000000..199bb2c93deafbf1f67e854bf7afe6f91440a518 --- /dev/null +++ b/UCI_N4/sdp/runs/balloons/fold_0/1762559615.1865249/events.out.tfevents.1762559615.auvsl-gpu-01.ise.illinois.edu.627156.25 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65fbb02c33881563b727fbdad5bfddd89e748625defa91abef2cd7dbe1c344dd +size 1169 diff --git a/UCI_N4/sdp/runs/balloons/fold_0/best_state.pth b/UCI_N4/sdp/runs/balloons/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..794951b41b8b6476d36406ace1143a08a752d460 --- /dev/null +++ b/UCI_N4/sdp/runs/balloons/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab3f5056501c18ada624a9ba1dc53a24c5160527f0a00e5e8be8b73f7cf9851c +size 11253 diff --git a/UCI_N4/sdp/runs/balloons/fold_0/events.out.tfevents.1762559614.auvsl-gpu-01.ise.illinois.edu.627156.24 b/UCI_N4/sdp/runs/balloons/fold_0/events.out.tfevents.1762559614.auvsl-gpu-01.ise.illinois.edu.627156.24 new file mode 100644 index 0000000000000000000000000000000000000000..929b736c70aec3b0915aa45073ec154d3508bebf --- /dev/null +++ b/UCI_N4/sdp/runs/balloons/fold_0/events.out.tfevents.1762559614.auvsl-gpu-01.ise.illinois.edu.627156.24 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1fcfa572ba297fb38035776f7a75b842c67f07830e40bd2e5ea0fb5fffab763 +size 12397 diff --git a/UCI_N4/sdp/runs/balloons/fold_1/1762559615.7384222/events.out.tfevents.1762559615.auvsl-gpu-01.ise.illinois.edu.627156.27 b/UCI_N4/sdp/runs/balloons/fold_1/1762559615.7384222/events.out.tfevents.1762559615.auvsl-gpu-01.ise.illinois.edu.627156.27 new file mode 100644 index 0000000000000000000000000000000000000000..7f8a313839947169483fd8d4de097bddd0e8f030 --- /dev/null +++ b/UCI_N4/sdp/runs/balloons/fold_1/1762559615.7384222/events.out.tfevents.1762559615.auvsl-gpu-01.ise.illinois.edu.627156.27 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:20f28692c912c67c6f5a5ce0c1e3923f16b0c17e08b51b8384e10b8240a3582e +size 1169 diff --git a/UCI_N4/sdp/runs/balloons/fold_1/best_state.pth b/UCI_N4/sdp/runs/balloons/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..7a1ecedde21fc12a15db20d2e1e93fac4427789d --- /dev/null +++ b/UCI_N4/sdp/runs/balloons/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bfe8a2e7c96157ef1135c2f6bdfedf3e8871792426d58612b3a8910fa12fda24 +size 11253 diff --git a/UCI_N4/sdp/runs/balloons/fold_1/events.out.tfevents.1762559615.auvsl-gpu-01.ise.illinois.edu.627156.26 b/UCI_N4/sdp/runs/balloons/fold_1/events.out.tfevents.1762559615.auvsl-gpu-01.ise.illinois.edu.627156.26 new file mode 100644 index 0000000000000000000000000000000000000000..9e2fdc87f5301ba8dcd583b37873e80d71decf05 --- /dev/null +++ b/UCI_N4/sdp/runs/balloons/fold_1/events.out.tfevents.1762559615.auvsl-gpu-01.ise.illinois.edu.627156.26 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8ca3dd111fb463f2b6d3b1347d8df7c72ddcd3a4b219a39a19eb012c7f95fee +size 12397 diff --git a/UCI_N4/sdp/runs/balloons/fold_2/1762559616.2228646/events.out.tfevents.1762559616.auvsl-gpu-01.ise.illinois.edu.627156.29 b/UCI_N4/sdp/runs/balloons/fold_2/1762559616.2228646/events.out.tfevents.1762559616.auvsl-gpu-01.ise.illinois.edu.627156.29 new file mode 100644 index 0000000000000000000000000000000000000000..9da288386a061694a33ba822d368deb1f5a58b5a --- /dev/null +++ b/UCI_N4/sdp/runs/balloons/fold_2/1762559616.2228646/events.out.tfevents.1762559616.auvsl-gpu-01.ise.illinois.edu.627156.29 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f12ebeb69522a03816110490d8f0d2871cfec04376aa848dea6b12988fea8b43 +size 1169 diff --git a/UCI_N4/sdp/runs/balloons/fold_2/best_state.pth b/UCI_N4/sdp/runs/balloons/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..75d32511e685fa7d294c7a3363903c65bb775f21 --- /dev/null +++ b/UCI_N4/sdp/runs/balloons/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d17fb980605ec39eda95b9caa4131cb6db2de29b33e9a0889fe064feeb5aacf +size 11253 diff --git a/UCI_N4/sdp/runs/balloons/fold_2/events.out.tfevents.1762559615.auvsl-gpu-01.ise.illinois.edu.627156.28 b/UCI_N4/sdp/runs/balloons/fold_2/events.out.tfevents.1762559615.auvsl-gpu-01.ise.illinois.edu.627156.28 new file mode 100644 index 0000000000000000000000000000000000000000..7b186ba7edfc5a7e263dfbe406a66370c726311e --- /dev/null +++ b/UCI_N4/sdp/runs/balloons/fold_2/events.out.tfevents.1762559615.auvsl-gpu-01.ise.illinois.edu.627156.28 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:267fa15e8fd6972091cee263bfe8489a8744f628689bb8bacf3bd0b2f6f19938 +size 12397 diff --git a/UCI_N4/sdp/runs/balloons/fold_3/1762559616.6996398/events.out.tfevents.1762559616.auvsl-gpu-01.ise.illinois.edu.627156.31 b/UCI_N4/sdp/runs/balloons/fold_3/1762559616.6996398/events.out.tfevents.1762559616.auvsl-gpu-01.ise.illinois.edu.627156.31 new file mode 100644 index 0000000000000000000000000000000000000000..38396d1b4428feb3ad0920b9c0ace9c30df85ef2 --- /dev/null +++ b/UCI_N4/sdp/runs/balloons/fold_3/1762559616.6996398/events.out.tfevents.1762559616.auvsl-gpu-01.ise.illinois.edu.627156.31 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3aeaaa8e956186c938430133adfd2736a2a6afa28cc7e6e1b1b7a26a7a3cfbe +size 1169 diff --git a/UCI_N4/sdp/runs/balloons/fold_3/best_state.pth b/UCI_N4/sdp/runs/balloons/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..8b0584c538b3fce8894bfa532219a588c64cba7e --- /dev/null +++ b/UCI_N4/sdp/runs/balloons/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f699774cf851f1d8fdba801460ee8afdfbce9519b166eb7617d2da39d2f3dee6 +size 11253 diff --git a/UCI_N4/sdp/runs/balloons/fold_3/events.out.tfevents.1762559616.auvsl-gpu-01.ise.illinois.edu.627156.30 b/UCI_N4/sdp/runs/balloons/fold_3/events.out.tfevents.1762559616.auvsl-gpu-01.ise.illinois.edu.627156.30 new file mode 100644 index 0000000000000000000000000000000000000000..614a12d5b368ebdbba22f7d6186a3d6d4db0878b --- /dev/null +++ b/UCI_N4/sdp/runs/balloons/fold_3/events.out.tfevents.1762559616.auvsl-gpu-01.ise.illinois.edu.627156.30 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e317e2d3a2a5a4c3ec662bae67ed45be717272995575b609bd173c6fe0a2247b +size 12397 diff --git a/UCI_N4/sdp/runs/bank/fold_0/1762559633.8703716/events.out.tfevents.1762559633.auvsl-gpu-01.ise.illinois.edu.627156.33 b/UCI_N4/sdp/runs/bank/fold_0/1762559633.8703716/events.out.tfevents.1762559633.auvsl-gpu-01.ise.illinois.edu.627156.33 new file mode 100644 index 0000000000000000000000000000000000000000..6d9950cad8690f9d8cf58d47a09cee948341998d --- /dev/null +++ b/UCI_N4/sdp/runs/bank/fold_0/1762559633.8703716/events.out.tfevents.1762559633.auvsl-gpu-01.ise.illinois.edu.627156.33 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a00e810ffb9a3addd05b4e4b729e35b47b1e53826e2a7d0623dc75e0098d03f +size 1165 diff --git a/UCI_N4/sdp/runs/bank/fold_0/best_state.pth b/UCI_N4/sdp/runs/bank/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..8b2b2568ca359e12d93c65378c9b53f087b485bf --- /dev/null +++ b/UCI_N4/sdp/runs/bank/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f7cd661855c5df42e686b61febc6bdb8cdb00f75dcfef538a81f0321b55f17f +size 40117 diff --git a/UCI_N4/sdp/runs/bank/fold_0/events.out.tfevents.1762559616.auvsl-gpu-01.ise.illinois.edu.627156.32 b/UCI_N4/sdp/runs/bank/fold_0/events.out.tfevents.1762559616.auvsl-gpu-01.ise.illinois.edu.627156.32 new file mode 100644 index 0000000000000000000000000000000000000000..81d00f43e8814642d06cb387ecfef24ebf15bdc0 --- /dev/null +++ b/UCI_N4/sdp/runs/bank/fold_0/events.out.tfevents.1762559616.auvsl-gpu-01.ise.illinois.edu.627156.32 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e70d9ffc79b14e2e82fcb486ea7fbba24c7c00caffe92decf69d022a03e01fa +size 31880 diff --git a/UCI_N4/sdp/runs/bank/fold_1/1762559646.5821123/events.out.tfevents.1762559646.auvsl-gpu-01.ise.illinois.edu.627156.35 b/UCI_N4/sdp/runs/bank/fold_1/1762559646.5821123/events.out.tfevents.1762559646.auvsl-gpu-01.ise.illinois.edu.627156.35 new file mode 100644 index 0000000000000000000000000000000000000000..f12194f887dd7f76b79efde0c0311778dfefe7fe --- /dev/null +++ b/UCI_N4/sdp/runs/bank/fold_1/1762559646.5821123/events.out.tfevents.1762559646.auvsl-gpu-01.ise.illinois.edu.627156.35 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2906eea441f12f07689f534a2cc151bd4c47881a5e016f073f9245a268b36b4 +size 1165 diff --git a/UCI_N4/sdp/runs/bank/fold_1/best_state.pth b/UCI_N4/sdp/runs/bank/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..b3ae9e017157bd129535ab159f0e26f67ebf3fa3 --- /dev/null +++ b/UCI_N4/sdp/runs/bank/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8aed47f90b5e209b10a33030ea38b4839d97bc216d34883271927caf45771dbd +size 40117 diff --git a/UCI_N4/sdp/runs/bank/fold_1/events.out.tfevents.1762559633.auvsl-gpu-01.ise.illinois.edu.627156.34 b/UCI_N4/sdp/runs/bank/fold_1/events.out.tfevents.1762559633.auvsl-gpu-01.ise.illinois.edu.627156.34 new file mode 100644 index 0000000000000000000000000000000000000000..454ce0101f1380ab29f0c52e15048b0185a8571b --- /dev/null +++ b/UCI_N4/sdp/runs/bank/fold_1/events.out.tfevents.1762559633.auvsl-gpu-01.ise.illinois.edu.627156.34 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5675622b52e792ca41865f9938119dfc6831bcf33bb37a8377854bc68e2abe29 +size 22330 diff --git a/UCI_N4/sdp/runs/bank/fold_2/1762559666.0244572/events.out.tfevents.1762559666.auvsl-gpu-01.ise.illinois.edu.627156.37 b/UCI_N4/sdp/runs/bank/fold_2/1762559666.0244572/events.out.tfevents.1762559666.auvsl-gpu-01.ise.illinois.edu.627156.37 new file mode 100644 index 0000000000000000000000000000000000000000..466c1e6785ed704022bd2a1c3d6d0b72b0a6f731 --- /dev/null +++ b/UCI_N4/sdp/runs/bank/fold_2/1762559666.0244572/events.out.tfevents.1762559666.auvsl-gpu-01.ise.illinois.edu.627156.37 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f53d4d0574aaf6d24d4df07fe27a963754c0c618a1741e11cf347ceb4e9fb495 +size 1165 diff --git a/UCI_N4/sdp/runs/bank/fold_2/best_state.pth b/UCI_N4/sdp/runs/bank/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..649f0ed6b5cb73aaed3730dfb866020ba738f4dc --- /dev/null +++ b/UCI_N4/sdp/runs/bank/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18dead7e69355743c9f7572f9cf147c2ff05d201f4dcb541cd98241b5dc0be73 +size 40117 diff --git a/UCI_N4/sdp/runs/bank/fold_2/events.out.tfevents.1762559646.auvsl-gpu-01.ise.illinois.edu.627156.36 b/UCI_N4/sdp/runs/bank/fold_2/events.out.tfevents.1762559646.auvsl-gpu-01.ise.illinois.edu.627156.36 new file mode 100644 index 0000000000000000000000000000000000000000..d9e5946c352e56c602379e95932f07e5f3c0810f --- /dev/null +++ b/UCI_N4/sdp/runs/bank/fold_2/events.out.tfevents.1762559646.auvsl-gpu-01.ise.illinois.edu.627156.36 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8998fe943fed1acb4353c9733479f9db60ad89660caa686682297f92776211b7 +size 34554 diff --git a/UCI_N4/sdp/runs/bank/fold_3/1762559678.2093058/events.out.tfevents.1762559678.auvsl-gpu-01.ise.illinois.edu.627156.39 b/UCI_N4/sdp/runs/bank/fold_3/1762559678.2093058/events.out.tfevents.1762559678.auvsl-gpu-01.ise.illinois.edu.627156.39 new file mode 100644 index 0000000000000000000000000000000000000000..2bfa32192a3a665fb820d0928e8d09979e96c6a5 --- /dev/null +++ b/UCI_N4/sdp/runs/bank/fold_3/1762559678.2093058/events.out.tfevents.1762559678.auvsl-gpu-01.ise.illinois.edu.627156.39 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:894e1629fe22e772d68ff10ac185b2b2abd4147fc31ff83ab48c7cc614420b5e +size 1165 diff --git a/UCI_N4/sdp/runs/bank/fold_3/best_state.pth b/UCI_N4/sdp/runs/bank/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..80bb2bb249fe93cc5d72e1bb7c94a6f2203a02f2 --- /dev/null +++ b/UCI_N4/sdp/runs/bank/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30c1267c56e7f7175c72d40330283e0b70eef400db2741a52ff79a2ed9d24e12 +size 40117 diff --git a/UCI_N4/sdp/runs/bank/fold_3/events.out.tfevents.1762559666.auvsl-gpu-01.ise.illinois.edu.627156.38 b/UCI_N4/sdp/runs/bank/fold_3/events.out.tfevents.1762559666.auvsl-gpu-01.ise.illinois.edu.627156.38 new file mode 100644 index 0000000000000000000000000000000000000000..33b6ca9295997b9190d01f733fa2145a270f9841 --- /dev/null +++ b/UCI_N4/sdp/runs/bank/fold_3/events.out.tfevents.1762559666.auvsl-gpu-01.ise.illinois.edu.627156.38 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e765a0e758ca9ed05413d8a2a79f86c9f4b7714c2e5132b427f736f40ebdc05 +size 21948 diff --git a/UCI_N4/sdp/runs/blood/fold_0/1762559625.3581817/events.out.tfevents.1762559625.auvsl-gpu-01.ise.illinois.edu.627158.25 b/UCI_N4/sdp/runs/blood/fold_0/1762559625.3581817/events.out.tfevents.1762559625.auvsl-gpu-01.ise.illinois.edu.627158.25 new file mode 100644 index 0000000000000000000000000000000000000000..b588ee8aec4642a9e1fc87844efbec37cb744666 --- /dev/null +++ b/UCI_N4/sdp/runs/blood/fold_0/1762559625.3581817/events.out.tfevents.1762559625.auvsl-gpu-01.ise.illinois.edu.627158.25 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5970495821821b2e9b4a4cef677142875229d8690c630e4217b94329da10fe99 +size 1166 diff --git a/UCI_N4/sdp/runs/blood/fold_0/best_state.pth b/UCI_N4/sdp/runs/blood/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..f6909ad6f76c2c1bd879067aa8fb855fa4e4e842 --- /dev/null +++ b/UCI_N4/sdp/runs/blood/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd34c53e34e1f8577f2d3adf8db31330b513af8c86d84e7c1a8d52c6f6e59358 +size 11253 diff --git a/UCI_N4/sdp/runs/blood/fold_0/events.out.tfevents.1762559623.auvsl-gpu-01.ise.illinois.edu.627158.24 b/UCI_N4/sdp/runs/blood/fold_0/events.out.tfevents.1762559623.auvsl-gpu-01.ise.illinois.edu.627158.24 new file mode 100644 index 0000000000000000000000000000000000000000..8d492c6fcfb11feca06fc2dd3a9e7e381d3668a4 --- /dev/null +++ b/UCI_N4/sdp/runs/blood/fold_0/events.out.tfevents.1762559623.auvsl-gpu-01.ise.illinois.edu.627158.24 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4cefece5e19a731fc2cef6bd3dad521da2ebf59d1e83dc43db8e7b4cd35f96ce +size 15836 diff --git a/UCI_N4/sdp/runs/blood/fold_1/1762559627.588199/events.out.tfevents.1762559627.auvsl-gpu-01.ise.illinois.edu.627158.27 b/UCI_N4/sdp/runs/blood/fold_1/1762559627.588199/events.out.tfevents.1762559627.auvsl-gpu-01.ise.illinois.edu.627158.27 new file mode 100644 index 0000000000000000000000000000000000000000..2e8fe0399e8b687fa6e333782153d075a2e54061 --- /dev/null +++ b/UCI_N4/sdp/runs/blood/fold_1/1762559627.588199/events.out.tfevents.1762559627.auvsl-gpu-01.ise.illinois.edu.627158.27 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c385127d9cdfb3ae13be33223d26e9ba0d0ab70a2152692bbf2ae54760e97697 +size 1166 diff --git a/UCI_N4/sdp/runs/blood/fold_1/best_state.pth b/UCI_N4/sdp/runs/blood/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..a7a71ac76ca493879b469b1e07d7a34722299849 --- /dev/null +++ b/UCI_N4/sdp/runs/blood/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3f6520f5d8dd861091a9d2a1d0a80bc2a4600272b64ff6fe6a0f0e5d3ad73bf +size 11253 diff --git a/UCI_N4/sdp/runs/blood/fold_1/events.out.tfevents.1762559625.auvsl-gpu-01.ise.illinois.edu.627158.26 b/UCI_N4/sdp/runs/blood/fold_1/events.out.tfevents.1762559625.auvsl-gpu-01.ise.illinois.edu.627158.26 new file mode 100644 index 0000000000000000000000000000000000000000..12cf23a5102481e4c443bdb57d0280cd8e3cac2a --- /dev/null +++ b/UCI_N4/sdp/runs/blood/fold_1/events.out.tfevents.1762559625.auvsl-gpu-01.ise.illinois.edu.627158.26 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0c2883e72b1df9cf785b3c17cd44ff59fa86748296af78f79c23c6c7461151e +size 20802 diff --git a/UCI_N4/sdp/runs/blood/fold_2/1762559628.884567/events.out.tfevents.1762559628.auvsl-gpu-01.ise.illinois.edu.627158.29 b/UCI_N4/sdp/runs/blood/fold_2/1762559628.884567/events.out.tfevents.1762559628.auvsl-gpu-01.ise.illinois.edu.627158.29 new file mode 100644 index 0000000000000000000000000000000000000000..52f898389f40a0fc8ddefef9b3fda6124a2c6796 --- /dev/null +++ b/UCI_N4/sdp/runs/blood/fold_2/1762559628.884567/events.out.tfevents.1762559628.auvsl-gpu-01.ise.illinois.edu.627158.29 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15a8a3a5a17a27d90597310a0ae0fba215954469f3bf927e46f0b135e288df37 +size 1166 diff --git a/UCI_N4/sdp/runs/blood/fold_2/best_state.pth b/UCI_N4/sdp/runs/blood/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..95113f3fea95e47be2c5a67ba40e3ecd37febaf5 --- /dev/null +++ b/UCI_N4/sdp/runs/blood/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ec407471b3929a984a6cb7b4c47e3f29c0c71cfd2da9715c4a4a78400725256 +size 11253 diff --git a/UCI_N4/sdp/runs/blood/fold_2/events.out.tfevents.1762559627.auvsl-gpu-01.ise.illinois.edu.627158.28 b/UCI_N4/sdp/runs/blood/fold_2/events.out.tfevents.1762559627.auvsl-gpu-01.ise.illinois.edu.627158.28 new file mode 100644 index 0000000000000000000000000000000000000000..7da40bcf22ad412c90e77fe26359f8b454f515b5 --- /dev/null +++ b/UCI_N4/sdp/runs/blood/fold_2/events.out.tfevents.1762559627.auvsl-gpu-01.ise.illinois.edu.627158.28 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:119a339d9e8cef6dca2d640679c42f033129dbd2eacf400308312e822c13237e +size 12397 diff --git a/UCI_N4/sdp/runs/blood/fold_3/1762559630.7691994/events.out.tfevents.1762559630.auvsl-gpu-01.ise.illinois.edu.627158.31 b/UCI_N4/sdp/runs/blood/fold_3/1762559630.7691994/events.out.tfevents.1762559630.auvsl-gpu-01.ise.illinois.edu.627158.31 new file mode 100644 index 0000000000000000000000000000000000000000..8954e79527b52325ba247e5c7b29a6eef3e43da1 --- /dev/null +++ b/UCI_N4/sdp/runs/blood/fold_3/1762559630.7691994/events.out.tfevents.1762559630.auvsl-gpu-01.ise.illinois.edu.627158.31 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26709075d68ece9abf0726700930d72fedf1543b3d0a527b10d3771aa3872707 +size 1166 diff --git a/UCI_N4/sdp/runs/blood/fold_3/best_state.pth b/UCI_N4/sdp/runs/blood/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..8ea0f811434ea9cd8fed734a1607a2b29798e3af --- /dev/null +++ b/UCI_N4/sdp/runs/blood/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eef9656073f0af54f8b1bf030c01c7211cc65b5ac4c038b319f7acfdf5105a7e +size 11253 diff --git a/UCI_N4/sdp/runs/breast-cancer-wisc/fold_0/events.out.tfevents.1762559637.auvsl-gpu-01.ise.illinois.edu.627158.40 b/UCI_N4/sdp/runs/breast-cancer-wisc/fold_0/events.out.tfevents.1762559637.auvsl-gpu-01.ise.illinois.edu.627158.40 new file mode 100644 index 0000000000000000000000000000000000000000..e630d3caa8b55bd676b0c43ea0d38e67abb4319a --- /dev/null +++ b/UCI_N4/sdp/runs/breast-cancer-wisc/fold_0/events.out.tfevents.1762559637.auvsl-gpu-01.ise.illinois.edu.627158.40 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3604538c3e90a77e5430929496af7162b533dcd63e41624fa565742bc198810b +size 13161 diff --git a/UCI_N4/sdp/runs/breast-cancer-wisc/fold_1/events.out.tfevents.1762559638.auvsl-gpu-01.ise.illinois.edu.627158.42 b/UCI_N4/sdp/runs/breast-cancer-wisc/fold_1/events.out.tfevents.1762559638.auvsl-gpu-01.ise.illinois.edu.627158.42 new file mode 100644 index 0000000000000000000000000000000000000000..d1803de3ea6d1a9279c822f8bc2df067320e4a99 --- /dev/null +++ b/UCI_N4/sdp/runs/breast-cancer-wisc/fold_1/events.out.tfevents.1762559638.auvsl-gpu-01.ise.illinois.edu.627158.42 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:29e0113c2e907ebb8b944eab17ce3ba3fe1aef610bb93722d8b9d72f1887a45b +size 14307 diff --git a/UCI_N4/sdp/runs/breast-cancer/fold_0/best_state.pth b/UCI_N4/sdp/runs/breast-cancer/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..835bcce92ba163ee0e9f226ab7ed4f3b4ade6375 --- /dev/null +++ b/UCI_N4/sdp/runs/breast-cancer/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68240f5ef1e01552f0536619e8b171f0dc2bbca00260b6638d5c06883f3f3b3d +size 15413 diff --git a/UCI_N4/sdp/runs/breast-cancer/fold_1/events.out.tfevents.1762559631.auvsl-gpu-01.ise.illinois.edu.627158.34 b/UCI_N4/sdp/runs/breast-cancer/fold_1/events.out.tfevents.1762559631.auvsl-gpu-01.ise.illinois.edu.627158.34 new file mode 100644 index 0000000000000000000000000000000000000000..1d2343fb631e384b63829f9ac5507dad0093a83f --- /dev/null +++ b/UCI_N4/sdp/runs/breast-cancer/fold_1/events.out.tfevents.1762559631.auvsl-gpu-01.ise.illinois.edu.627158.34 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d38e64da9deb5d25bccb231be28c3c17a871735131d102004a43d3a1e8c7c399 +size 23094 diff --git a/UCI_N4/sdp/runs/breast-cancer/fold_2/best_state.pth b/UCI_N4/sdp/runs/breast-cancer/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..1450f66e752632ab5ef5dd2d7ada71c90cbd1d42 --- /dev/null +++ b/UCI_N4/sdp/runs/breast-cancer/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aced552b2eefad37a9c41987cb9a772bb52f025b17f97cc410ceaa0138ba150c +size 15413 diff --git a/UCI_N4/sdp/runs/breast-cancer/fold_2/events.out.tfevents.1762559633.auvsl-gpu-01.ise.illinois.edu.627158.36 b/UCI_N4/sdp/runs/breast-cancer/fold_2/events.out.tfevents.1762559633.auvsl-gpu-01.ise.illinois.edu.627158.36 new file mode 100644 index 0000000000000000000000000000000000000000..276f8011fd6c699bc9e70baff5028559dd9fc469 --- /dev/null +++ b/UCI_N4/sdp/runs/breast-cancer/fold_2/events.out.tfevents.1762559633.auvsl-gpu-01.ise.illinois.edu.627158.36 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fff5d50ba60eef68298c36663db9e76f810d192f011ea180f5f14d2299dcb184 +size 22712 diff --git a/UCI_N4/sdp/runs/breast-cancer/fold_3/1762559637.05019/events.out.tfevents.1762559637.auvsl-gpu-01.ise.illinois.edu.627158.39 b/UCI_N4/sdp/runs/breast-cancer/fold_3/1762559637.05019/events.out.tfevents.1762559637.auvsl-gpu-01.ise.illinois.edu.627158.39 new file mode 100644 index 0000000000000000000000000000000000000000..9c95f81bb577eb6b78481ba599b22bc77f64dc83 --- /dev/null +++ b/UCI_N4/sdp/runs/breast-cancer/fold_3/1762559637.05019/events.out.tfevents.1762559637.auvsl-gpu-01.ise.illinois.edu.627158.39 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:998ba8898a41896037fe47cd10482df8ebb4f342c12b1d558457113b2f8283c0 +size 1174 diff --git a/UCI_N4/sdp/runs/breast-cancer/fold_3/best_state.pth b/UCI_N4/sdp/runs/breast-cancer/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..8a721fa0c22f72d4fcb90235821a94642e68c1b9 --- /dev/null +++ b/UCI_N4/sdp/runs/breast-cancer/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7e7637aa940a2705026165eb38b881ff73604c52dc9c64ec5aa2f61cdb24113 +size 15413 diff --git a/UCI_N4/sdp/runs/breast-cancer/fold_3/events.out.tfevents.1762559634.auvsl-gpu-01.ise.illinois.edu.627158.38 b/UCI_N4/sdp/runs/breast-cancer/fold_3/events.out.tfevents.1762559634.auvsl-gpu-01.ise.illinois.edu.627158.38 new file mode 100644 index 0000000000000000000000000000000000000000..2c65ea83945d5f3ea00f3bcfc034bd7bca8023c3 --- /dev/null +++ b/UCI_N4/sdp/runs/breast-cancer/fold_3/events.out.tfevents.1762559634.auvsl-gpu-01.ise.illinois.edu.627158.38 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b2c0c05ebc03dd857ba04f1a67f48c493990e7d74eaa3d12b082f5e43e0c424 +size 33026 diff --git a/UCI_N4/sdp/runs/car/fold_0/1762559662.9099364/events.out.tfevents.1762559662.auvsl-gpu-01.ise.illinois.edu.627158.73 b/UCI_N4/sdp/runs/car/fold_0/1762559662.9099364/events.out.tfevents.1762559662.auvsl-gpu-01.ise.illinois.edu.627158.73 new file mode 100644 index 0000000000000000000000000000000000000000..705d5c33416c591eecd09efcaf8e88ff3ff7f008 --- /dev/null +++ b/UCI_N4/sdp/runs/car/fold_0/1762559662.9099364/events.out.tfevents.1762559662.auvsl-gpu-01.ise.illinois.edu.627158.73 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96c2241b686c1d68907d31db4c503d00e2a3c2c70184830c3fbd45d8cf27db4d +size 1164 diff --git a/UCI_N4/sdp/runs/car/fold_1/1762559668.8676734/events.out.tfevents.1762559668.auvsl-gpu-01.ise.illinois.edu.627158.75 b/UCI_N4/sdp/runs/car/fold_1/1762559668.8676734/events.out.tfevents.1762559668.auvsl-gpu-01.ise.illinois.edu.627158.75 new file mode 100644 index 0000000000000000000000000000000000000000..578fe8d89b863986453fd53399d2d5c6959cefe0 --- /dev/null +++ b/UCI_N4/sdp/runs/car/fold_1/1762559668.8676734/events.out.tfevents.1762559668.auvsl-gpu-01.ise.illinois.edu.627158.75 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43ed04bd41bedaf07303891cd6c87e34cc459a098c2d1af51e2e9e3932a8574b +size 1164 diff --git a/UCI_N4/sdp/runs/car/fold_3/events.out.tfevents.1762559673.auvsl-gpu-01.ise.illinois.edu.627158.78 b/UCI_N4/sdp/runs/car/fold_3/events.out.tfevents.1762559673.auvsl-gpu-01.ise.illinois.edu.627158.78 new file mode 100644 index 0000000000000000000000000000000000000000..d15b55b0cc771321aed153ef6cec0d359211554b --- /dev/null +++ b/UCI_N4/sdp/runs/car/fold_3/events.out.tfevents.1762559673.auvsl-gpu-01.ise.illinois.edu.627158.78 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce6efb5ba1281bd4c17005c1aedde0c8874832de0defc4f8f7d3139996d5816f +size 38756 diff --git a/UCI_N4/sdp/runs/cardiotocography-10clases/fold_0/1762559665.7865887/events.out.tfevents.1762559665.auvsl-gpu-01.ise.illinois.edu.627155.9 b/UCI_N4/sdp/runs/cardiotocography-10clases/fold_0/1762559665.7865887/events.out.tfevents.1762559665.auvsl-gpu-01.ise.illinois.edu.627155.9 new file mode 100644 index 0000000000000000000000000000000000000000..68f3a5fe2cb6c248526e94578eb512d65cb3bee1 --- /dev/null +++ b/UCI_N4/sdp/runs/cardiotocography-10clases/fold_0/1762559665.7865887/events.out.tfevents.1762559665.auvsl-gpu-01.ise.illinois.edu.627155.9 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d3eb5b29d281f4ec346d98efb801459256872e770f37c226ee6b3a8f25c9bb3 +size 1186 diff --git a/UCI_N4/sdp/runs/cardiotocography-10clases/fold_0/best_state.pth b/UCI_N4/sdp/runs/cardiotocography-10clases/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..464469ee6a363516c5c4d192f9811f1422d7ffdf --- /dev/null +++ b/UCI_N4/sdp/runs/cardiotocography-10clases/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67100b1cd3fc466d44df7e50c2e6074e1336a28c462d61046d1cfc9eec69d71e +size 51765 diff --git a/UCI_N4/sdp/runs/cardiotocography-10clases/fold_2/events.out.tfevents.1762559675.auvsl-gpu-01.ise.illinois.edu.627155.12 b/UCI_N4/sdp/runs/cardiotocography-10clases/fold_2/events.out.tfevents.1762559675.auvsl-gpu-01.ise.illinois.edu.627155.12 new file mode 100644 index 0000000000000000000000000000000000000000..1701cdc3d4db29a4f1813a7aedbbbceb17dc6842 --- /dev/null +++ b/UCI_N4/sdp/runs/cardiotocography-10clases/fold_2/events.out.tfevents.1762559675.auvsl-gpu-01.ise.illinois.edu.627155.12 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a96477a4c2fa90649236c807eeed9264b4475a8b36a598efac8d5ad5ab9a377c +size 38756 diff --git a/UCI_N4/sdp/runs/cardiotocography-10clases/fold_3/events.out.tfevents.1762559685.auvsl-gpu-01.ise.illinois.edu.627155.14 b/UCI_N4/sdp/runs/cardiotocography-10clases/fold_3/events.out.tfevents.1762559685.auvsl-gpu-01.ise.illinois.edu.627155.14 new file mode 100644 index 0000000000000000000000000000000000000000..6d689cc2c3d4f7c445fd852f2fbb5d7f1e78a3fe --- /dev/null +++ b/UCI_N4/sdp/runs/cardiotocography-10clases/fold_3/events.out.tfevents.1762559685.auvsl-gpu-01.ise.illinois.edu.627155.14 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f46c4128040daaf7b111fde5f71869c843639e6935608877fdcfca4cea4937c +size 36082 diff --git a/UCI_N4/sdp/runs/cardiotocography-3clases/fold_0/1762559685.7101297/events.out.tfevents.1762559685.auvsl-gpu-01.ise.illinois.edu.627156.41 b/UCI_N4/sdp/runs/cardiotocography-3clases/fold_0/1762559685.7101297/events.out.tfevents.1762559685.auvsl-gpu-01.ise.illinois.edu.627156.41 new file mode 100644 index 0000000000000000000000000000000000000000..1a6e91f8826185d4d442909dc707a051956855fc --- /dev/null +++ b/UCI_N4/sdp/runs/cardiotocography-3clases/fold_0/1762559685.7101297/events.out.tfevents.1762559685.auvsl-gpu-01.ise.illinois.edu.627156.41 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52ce79a2aa33dabc4fb08d0ab1bcfe7e422547547916ccefa24c39741c8e03ff +size 1185 diff --git a/UCI_N4/sdp/runs/cardiotocography-3clases/fold_1/best_state.pth b/UCI_N4/sdp/runs/cardiotocography-3clases/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..553e5602d2387fadc63265db8308ff4f3352f54e --- /dev/null +++ b/UCI_N4/sdp/runs/cardiotocography-3clases/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65bc21e4dda3fb53478c4342a1e803150a38e0e4a82f17c00cfbd4b13a9c5b07 +size 50549 diff --git a/UCI_N4/sdp/runs/cardiotocography-3clases/fold_1/events.out.tfevents.1762559685.auvsl-gpu-01.ise.illinois.edu.627156.42 b/UCI_N4/sdp/runs/cardiotocography-3clases/fold_1/events.out.tfevents.1762559685.auvsl-gpu-01.ise.illinois.edu.627156.42 new file mode 100644 index 0000000000000000000000000000000000000000..c35849367f9db14574355e878930233f33870f5a --- /dev/null +++ b/UCI_N4/sdp/runs/cardiotocography-3clases/fold_1/events.out.tfevents.1762559685.auvsl-gpu-01.ise.illinois.edu.627156.42 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3078b230619924f1ac38ff837d345fa56376a10c6bb96c052a96dbf6eafdc23 +size 28060 diff --git a/UCI_N4/sdp/runs/cardiotocography-3clases/fold_2/1762559700.3794801/events.out.tfevents.1762559700.auvsl-gpu-01.ise.illinois.edu.627156.45 b/UCI_N4/sdp/runs/cardiotocography-3clases/fold_2/1762559700.3794801/events.out.tfevents.1762559700.auvsl-gpu-01.ise.illinois.edu.627156.45 new file mode 100644 index 0000000000000000000000000000000000000000..d567866169c03fec4ed3c3419f405180ca5e975a --- /dev/null +++ b/UCI_N4/sdp/runs/cardiotocography-3clases/fold_2/1762559700.3794801/events.out.tfevents.1762559700.auvsl-gpu-01.ise.illinois.edu.627156.45 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f545a99f297e6f0baeed1b590d2973d7e3a611d5b9d0d4ddc9d19a9e63abb2d4 +size 1185 diff --git a/UCI_N4/sdp/runs/cardiotocography-3clases/fold_2/best_state.pth b/UCI_N4/sdp/runs/cardiotocography-3clases/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..c52b3901f9838b7eebc369df544ed638fef35ed1 --- /dev/null +++ b/UCI_N4/sdp/runs/cardiotocography-3clases/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d21fc11b97b85543f8c1d583c60a0b2f993c31ddcc3591441a5c4822c9536cae +size 50549 diff --git a/UCI_N4/sdp/runs/cardiotocography-3clases/fold_3/best_state.pth b/UCI_N4/sdp/runs/cardiotocography-3clases/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..10a1f45dee3a74dce1616bc6e8a1c09fc64b65ea --- /dev/null +++ b/UCI_N4/sdp/runs/cardiotocography-3clases/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:321ec6904eea35a7f8d40cd2a8383233b22ace80b5972f36a950333137ae46b6 +size 50549 diff --git a/UCI_N4/sdp/runs/cardiotocography-3clases/fold_3/events.out.tfevents.1762559700.auvsl-gpu-01.ise.illinois.edu.627156.46 b/UCI_N4/sdp/runs/cardiotocography-3clases/fold_3/events.out.tfevents.1762559700.auvsl-gpu-01.ise.illinois.edu.627156.46 new file mode 100644 index 0000000000000000000000000000000000000000..8090c464594774495722cb2c78882a1c1ab0b4f0 --- /dev/null +++ b/UCI_N4/sdp/runs/cardiotocography-3clases/fold_3/events.out.tfevents.1762559700.auvsl-gpu-01.ise.illinois.edu.627156.46 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bfb100611da91157b984352d8673a310ca8809ddb3c5af6b888b6d2c11e10672 +size 34936 diff --git a/UCI_N4/sdp/runs/chess-krvk/fold_0/1762559807.5739863/events.out.tfevents.1762559807.auvsl-gpu-01.ise.illinois.edu.627158.81 b/UCI_N4/sdp/runs/chess-krvk/fold_0/1762559807.5739863/events.out.tfevents.1762559807.auvsl-gpu-01.ise.illinois.edu.627158.81 new file mode 100644 index 0000000000000000000000000000000000000000..180971adfa4d015723b769e9af5c5beebf6f8c75 --- /dev/null +++ b/UCI_N4/sdp/runs/chess-krvk/fold_0/1762559807.5739863/events.out.tfevents.1762559807.auvsl-gpu-01.ise.illinois.edu.627158.81 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f897e3d702e09b196ba83f6e56937ce9fb6b0ace2a3b3499d8a91752a77e8569 +size 1171 diff --git a/UCI_N4/sdp/runs/chess-krvk/fold_0/best_state.pth b/UCI_N4/sdp/runs/chess-krvk/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..8dc7874771aa6a2d9215ab2c656c573902aaaa21 --- /dev/null +++ b/UCI_N4/sdp/runs/chess-krvk/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb073760517b3b5d323121072e39550e183f0c1911b2558fe4ba283bef0790fb +size 13109 diff --git a/UCI_N4/sdp/runs/chess-krvk/fold_1/1762559938.2443953/events.out.tfevents.1762559938.auvsl-gpu-01.ise.illinois.edu.627158.83 b/UCI_N4/sdp/runs/chess-krvk/fold_1/1762559938.2443953/events.out.tfevents.1762559938.auvsl-gpu-01.ise.illinois.edu.627158.83 new file mode 100644 index 0000000000000000000000000000000000000000..5ce1ef7bf2907b17c71eac85ee16c09b620850eb --- /dev/null +++ b/UCI_N4/sdp/runs/chess-krvk/fold_1/1762559938.2443953/events.out.tfevents.1762559938.auvsl-gpu-01.ise.illinois.edu.627158.83 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0aac198fd585d7b56c768027804007e5af1de1100ac1196c4d9321e69bf520b +size 1171 diff --git a/UCI_N4/sdp/runs/chess-krvk/fold_1/best_state.pth b/UCI_N4/sdp/runs/chess-krvk/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..ff9f138752ffa1f4fb953cd5eb9161bac9aa5d22 --- /dev/null +++ b/UCI_N4/sdp/runs/chess-krvk/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ddbed444d3a5b418ac33b1f089506cbc9c1ac07b965c628e55f771d431d5b33c +size 13109 diff --git a/UCI_N4/sdp/runs/chess-krvk/fold_2/1762560070.8970342/events.out.tfevents.1762560070.auvsl-gpu-01.ise.illinois.edu.627158.85 b/UCI_N4/sdp/runs/chess-krvk/fold_2/1762560070.8970342/events.out.tfevents.1762560070.auvsl-gpu-01.ise.illinois.edu.627158.85 new file mode 100644 index 0000000000000000000000000000000000000000..9619b96ec124b2ec69d6f3a5efdf73e1a8166106 --- /dev/null +++ b/UCI_N4/sdp/runs/chess-krvk/fold_2/1762560070.8970342/events.out.tfevents.1762560070.auvsl-gpu-01.ise.illinois.edu.627158.85 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9561ec3806e7e847a3042bf0410ef56f52111c7bbf6ad4530ee4588002acf595 +size 1171 diff --git a/UCI_N4/sdp/runs/chess-krvk/fold_3/1762560174.6323636/events.out.tfevents.1762560174.auvsl-gpu-01.ise.illinois.edu.627158.87 b/UCI_N4/sdp/runs/chess-krvk/fold_3/1762560174.6323636/events.out.tfevents.1762560174.auvsl-gpu-01.ise.illinois.edu.627158.87 new file mode 100644 index 0000000000000000000000000000000000000000..8e26a04de253bac6645b8fd0bdbc4d5d5c618d49 --- /dev/null +++ b/UCI_N4/sdp/runs/chess-krvk/fold_3/1762560174.6323636/events.out.tfevents.1762560174.auvsl-gpu-01.ise.illinois.edu.627158.87 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92475fed35f4038dc6850d677449b3c2c0ba577ef60069b78979653084f2a99e +size 1171 diff --git a/UCI_N4/sdp/runs/chess-krvk/fold_3/events.out.tfevents.1762560070.auvsl-gpu-01.ise.illinois.edu.627158.86 b/UCI_N4/sdp/runs/chess-krvk/fold_3/events.out.tfevents.1762560070.auvsl-gpu-01.ise.illinois.edu.627158.86 new file mode 100644 index 0000000000000000000000000000000000000000..72b120e894e455fe8500c92a4f4e134f848284ee --- /dev/null +++ b/UCI_N4/sdp/runs/chess-krvk/fold_3/events.out.tfevents.1762560070.auvsl-gpu-01.ise.illinois.edu.627158.86 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:414d8f1a369100971fa4b415353a6ed538e1c10d77df2227c3f6dad5a1e3d984 +size 30352 diff --git a/UCI_N4/sdp/runs/congressional-voting/fold_1/1762559712.055148/events.out.tfevents.1762559712.auvsl-gpu-01.ise.illinois.edu.627156.51 b/UCI_N4/sdp/runs/congressional-voting/fold_1/1762559712.055148/events.out.tfevents.1762559712.auvsl-gpu-01.ise.illinois.edu.627156.51 new file mode 100644 index 0000000000000000000000000000000000000000..5d6bf1310103b3438069ea8f11470da9f14d2fea --- /dev/null +++ b/UCI_N4/sdp/runs/congressional-voting/fold_1/1762559712.055148/events.out.tfevents.1762559712.auvsl-gpu-01.ise.illinois.edu.627156.51 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4226f8a733c75d01bab5c2846bcf7bc8ff0b81cc2c3d04b747d3051cd2cde640 +size 1181 diff --git a/UCI_N4/sdp/runs/conn-bench-sonar-mines-rocks/fold_0/best_state.pth b/UCI_N4/sdp/runs/conn-bench-sonar-mines-rocks/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..bc944b6afca50e705adc177b644a9bca834582c2 --- /dev/null +++ b/UCI_N4/sdp/runs/conn-bench-sonar-mines-rocks/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5718c5c93ca340740d2826fba83f22667553900b806eaf5d6937b40543975a06 +size 505717 diff --git a/UCI_N4/sdp/runs/conn-bench-sonar-mines-rocks/fold_2/1762559716.4900432/events.out.tfevents.1762559716.auvsl-gpu-01.ise.illinois.edu.627156.61 b/UCI_N4/sdp/runs/conn-bench-sonar-mines-rocks/fold_2/1762559716.4900432/events.out.tfevents.1762559716.auvsl-gpu-01.ise.illinois.edu.627156.61 new file mode 100644 index 0000000000000000000000000000000000000000..1cf4bf4b054b04d900c84a7046459575f86b7ccc --- /dev/null +++ b/UCI_N4/sdp/runs/conn-bench-sonar-mines-rocks/fold_2/1762559716.4900432/events.out.tfevents.1762559716.auvsl-gpu-01.ise.illinois.edu.627156.61 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f209eb8677a092b284ee7a5532c103b9d721613253c09c90c5501d4b4020b21a +size 1189 diff --git a/UCI_N4/sdp/runs/conn-bench-sonar-mines-rocks/fold_3/best_state.pth b/UCI_N4/sdp/runs/conn-bench-sonar-mines-rocks/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..8d2d47b5eb05d27009a8816bcfe3ba60da0709d0 --- /dev/null +++ b/UCI_N4/sdp/runs/conn-bench-sonar-mines-rocks/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60671e1a34bf0e3797dd889fcccd712a52cd716d89501cc4428be0b744e8f7d1 +size 505717 diff --git a/UCI_N4/sdp/runs/conn-bench-vowel-deterding/fold_0/events.out.tfevents.1762559717.auvsl-gpu-01.ise.illinois.edu.627156.64 b/UCI_N4/sdp/runs/conn-bench-vowel-deterding/fold_0/events.out.tfevents.1762559717.auvsl-gpu-01.ise.illinois.edu.627156.64 new file mode 100644 index 0000000000000000000000000000000000000000..1b29607b5cc535630d4c9334726dc0c54f57e717 --- /dev/null +++ b/UCI_N4/sdp/runs/conn-bench-vowel-deterding/fold_0/events.out.tfevents.1762559717.auvsl-gpu-01.ise.illinois.edu.627156.64 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a146e736e9c8150b8838b34b09398ade0ac5b10cab51e72e47f5f97e2b65b15 +size 37992 diff --git a/UCI_N4/sdp/runs/conn-bench-vowel-deterding/fold_3/events.out.tfevents.1762559739.auvsl-gpu-01.ise.illinois.edu.627156.70 b/UCI_N4/sdp/runs/conn-bench-vowel-deterding/fold_3/events.out.tfevents.1762559739.auvsl-gpu-01.ise.illinois.edu.627156.70 new file mode 100644 index 0000000000000000000000000000000000000000..b564c1c8bfdc8f602c129758f91eda590af2dfe0 --- /dev/null +++ b/UCI_N4/sdp/runs/conn-bench-vowel-deterding/fold_3/events.out.tfevents.1762559739.auvsl-gpu-01.ise.illinois.edu.627156.70 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a4c90d5a23d9cbc365ec66c7e8e90599152fc93b4da853c193c70cb8d3f64aa +size 28442 diff --git a/UCI_N4/sdp/runs/connect-4/fold_0/best_state.pth b/UCI_N4/sdp/runs/connect-4/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..5c2285755f2f7d1954a7803bb62a6f0f3f9b760e --- /dev/null +++ b/UCI_N4/sdp/runs/connect-4/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d58cc8aaa83d3254cc994b6953e70892deef891befc7f7c86e941b4bdafcc75 +size 181813 diff --git a/UCI_N4/sdp/runs/connect-4/fold_1/1762560025.6373308/events.out.tfevents.1762560025.auvsl-gpu-01.ise.illinois.edu.627155.27 b/UCI_N4/sdp/runs/connect-4/fold_1/1762560025.6373308/events.out.tfevents.1762560025.auvsl-gpu-01.ise.illinois.edu.627155.27 new file mode 100644 index 0000000000000000000000000000000000000000..8f650879606a2e4d00f191f3f771e1e2ceed9ac5 --- /dev/null +++ b/UCI_N4/sdp/runs/connect-4/fold_1/1762560025.6373308/events.out.tfevents.1762560025.auvsl-gpu-01.ise.illinois.edu.627155.27 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4d9823dd7ddb1ba4857162824f1ba31f77c350d08ae5abc8324bea4f72e9297 +size 1170 diff --git a/UCI_N4/sdp/runs/connect-4/fold_1/best_state.pth b/UCI_N4/sdp/runs/connect-4/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..0927934cfe87d3e9f1426b26cd5def3b8a23aae9 --- /dev/null +++ b/UCI_N4/sdp/runs/connect-4/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f5263c7cb9024ab30d8860c5561d7fd97371bb1958beeb930a4a7b058a16dc3 +size 181813 diff --git a/UCI_N4/sdp/runs/connect-4/fold_1/events.out.tfevents.1762559891.auvsl-gpu-01.ise.illinois.edu.627155.26 b/UCI_N4/sdp/runs/connect-4/fold_1/events.out.tfevents.1762559891.auvsl-gpu-01.ise.illinois.edu.627155.26 new file mode 100644 index 0000000000000000000000000000000000000000..6dc6c0cd36fc8975cfdf3abd004587f50700cf6e --- /dev/null +++ b/UCI_N4/sdp/runs/connect-4/fold_1/events.out.tfevents.1762559891.auvsl-gpu-01.ise.illinois.edu.627155.26 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:79511637ee3da4cce593dec889a82fb7e261b0b65071eda9a160b7173ff37acb +size 18892 diff --git a/UCI_N4/sdp/runs/connect-4/fold_2/1762560148.8869624/events.out.tfevents.1762560148.auvsl-gpu-01.ise.illinois.edu.627155.29 b/UCI_N4/sdp/runs/connect-4/fold_2/1762560148.8869624/events.out.tfevents.1762560148.auvsl-gpu-01.ise.illinois.edu.627155.29 new file mode 100644 index 0000000000000000000000000000000000000000..632c2205f313b94adb67d144d7c5026fd453ee0e --- /dev/null +++ b/UCI_N4/sdp/runs/connect-4/fold_2/1762560148.8869624/events.out.tfevents.1762560148.auvsl-gpu-01.ise.illinois.edu.627155.29 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ceda376efdc75e54646d031839b1ead79b94e9fc492d69b12f5e77b7098f75d4 +size 1170 diff --git a/UCI_N4/sdp/runs/connect-4/fold_3/1762560257.411194/events.out.tfevents.1762560257.auvsl-gpu-01.ise.illinois.edu.627155.31 b/UCI_N4/sdp/runs/connect-4/fold_3/1762560257.411194/events.out.tfevents.1762560257.auvsl-gpu-01.ise.illinois.edu.627155.31 new file mode 100644 index 0000000000000000000000000000000000000000..1fcffc6cca9f5d6173cc2a186872cb11ada5df65 --- /dev/null +++ b/UCI_N4/sdp/runs/connect-4/fold_3/1762560257.411194/events.out.tfevents.1762560257.auvsl-gpu-01.ise.illinois.edu.627155.31 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0c9de94921d399d987c8a60af488188f3d34504ad4821c89d78d0ef53190471 +size 1170 diff --git a/UCI_N4/sdp/runs/connect-4/fold_3/best_state.pth b/UCI_N4/sdp/runs/connect-4/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..fe550d20ff9de84e272b93fc0a292927603b90d0 --- /dev/null +++ b/UCI_N4/sdp/runs/connect-4/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e934255788ad40d3c911ad4de8d2c1e2fb2ec6757d29315a883792eb7c99711 +size 181813 diff --git a/UCI_N4/sdp/runs/connect-4/fold_3/events.out.tfevents.1762560148.auvsl-gpu-01.ise.illinois.edu.627155.30 b/UCI_N4/sdp/runs/connect-4/fold_3/events.out.tfevents.1762560148.auvsl-gpu-01.ise.illinois.edu.627155.30 new file mode 100644 index 0000000000000000000000000000000000000000..660e3134c6d238de8d11d079b0144314913b6034 --- /dev/null +++ b/UCI_N4/sdp/runs/connect-4/fold_3/events.out.tfevents.1762560148.auvsl-gpu-01.ise.illinois.edu.627155.30 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a2a5685d90f3b300f068011c6457c05e278d5e10089215a4150f45c013fa408 +size 16218 diff --git a/UCI_N4/sdp/runs/contrac/fold_0/1762559752.2753124/events.out.tfevents.1762559752.auvsl-gpu-01.ise.illinois.edu.627156.73 b/UCI_N4/sdp/runs/contrac/fold_0/1762559752.2753124/events.out.tfevents.1762559752.auvsl-gpu-01.ise.illinois.edu.627156.73 new file mode 100644 index 0000000000000000000000000000000000000000..1bbd5411eef0ff2a331d316fe0e562cb5af6e34a --- /dev/null +++ b/UCI_N4/sdp/runs/contrac/fold_0/1762559752.2753124/events.out.tfevents.1762559752.auvsl-gpu-01.ise.illinois.edu.627156.73 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a78da231142f50305a94d3d59852693372ee0069ea95ac48319eb5e43fbb9b5 +size 1168 diff --git a/UCI_N4/sdp/runs/contrac/fold_0/best_state.pth b/UCI_N4/sdp/runs/contrac/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..70749a44a5e623dd6786fa5a872e104932ebd1ee --- /dev/null +++ b/UCI_N4/sdp/runs/contrac/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00518bc4e888e005b6ec1f313f027066f70383d668cdc8592cad0cb1eee911c4 +size 15477 diff --git a/UCI_N4/sdp/runs/contrac/fold_0/events.out.tfevents.1762559745.auvsl-gpu-01.ise.illinois.edu.627156.72 b/UCI_N4/sdp/runs/contrac/fold_0/events.out.tfevents.1762559745.auvsl-gpu-01.ise.illinois.edu.627156.72 new file mode 100644 index 0000000000000000000000000000000000000000..259bf3bb0a5541c47acf7a2e1b7a2f8cd05a9fcd --- /dev/null +++ b/UCI_N4/sdp/runs/contrac/fold_0/events.out.tfevents.1762559745.auvsl-gpu-01.ise.illinois.edu.627156.72 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:846f059467f3a1391dec59aceb0b03546670c44b2be239fc1effcfb4c45d7f5f +size 33790 diff --git a/UCI_N4/sdp/runs/contrac/fold_1/1762559755.4145312/events.out.tfevents.1762559755.auvsl-gpu-01.ise.illinois.edu.627156.75 b/UCI_N4/sdp/runs/contrac/fold_1/1762559755.4145312/events.out.tfevents.1762559755.auvsl-gpu-01.ise.illinois.edu.627156.75 new file mode 100644 index 0000000000000000000000000000000000000000..b15798c104636334a29f63e4b149122bb9fadf47 --- /dev/null +++ b/UCI_N4/sdp/runs/contrac/fold_1/1762559755.4145312/events.out.tfevents.1762559755.auvsl-gpu-01.ise.illinois.edu.627156.75 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75bbd9936f37807ff1e3cb1f4fe78929401d90fe89f3512edf3b6db6e0147275 +size 1168 diff --git a/UCI_N4/sdp/runs/contrac/fold_1/best_state.pth b/UCI_N4/sdp/runs/contrac/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..0e755cd358c4d8b4a43f921142519f99aa914638 --- /dev/null +++ b/UCI_N4/sdp/runs/contrac/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16e0b28a9500f6ea0b7ed92add68e84cb3c64fce1ec983e6fe112c02b9328465 +size 15477 diff --git a/UCI_N4/sdp/runs/contrac/fold_2/1762559759.974846/events.out.tfevents.1762559759.auvsl-gpu-01.ise.illinois.edu.627156.77 b/UCI_N4/sdp/runs/contrac/fold_2/1762559759.974846/events.out.tfevents.1762559759.auvsl-gpu-01.ise.illinois.edu.627156.77 new file mode 100644 index 0000000000000000000000000000000000000000..55f0216712cb8d2bb0e827a826a00b617cbc745c --- /dev/null +++ b/UCI_N4/sdp/runs/contrac/fold_2/1762559759.974846/events.out.tfevents.1762559759.auvsl-gpu-01.ise.illinois.edu.627156.77 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac49ef31e91daa793aa5245037307800bf4c1266cfe020e6daa5e69991a46561 +size 1168 diff --git a/UCI_N4/sdp/runs/contrac/fold_2/best_state.pth b/UCI_N4/sdp/runs/contrac/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..6bc67049c9cb9710fff4def6e2dd177e92c851cd --- /dev/null +++ b/UCI_N4/sdp/runs/contrac/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ed89c5506aca52bf3fa080b25be0cdd05dafb2051ea2528ddddb9ab7cc71824 +size 15477 diff --git a/UCI_N4/sdp/runs/contrac/fold_2/events.out.tfevents.1762559755.auvsl-gpu-01.ise.illinois.edu.627156.76 b/UCI_N4/sdp/runs/contrac/fold_2/events.out.tfevents.1762559755.auvsl-gpu-01.ise.illinois.edu.627156.76 new file mode 100644 index 0000000000000000000000000000000000000000..5ed74cf0d4f9a0fc12d0b4d936fcd1a26b213788 --- /dev/null +++ b/UCI_N4/sdp/runs/contrac/fold_2/events.out.tfevents.1762559755.auvsl-gpu-01.ise.illinois.edu.627156.76 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ce7b039af8ae1284a9fd248814754b309b81e73d8c2193b2e4ba6d628d81dd8 +size 23858 diff --git a/UCI_N4/sdp/runs/contrac/fold_3/1762559763.6848862/events.out.tfevents.1762559763.auvsl-gpu-01.ise.illinois.edu.627156.79 b/UCI_N4/sdp/runs/contrac/fold_3/1762559763.6848862/events.out.tfevents.1762559763.auvsl-gpu-01.ise.illinois.edu.627156.79 new file mode 100644 index 0000000000000000000000000000000000000000..4f2fecd7521b20e4e39a76aebb124b2152173312 --- /dev/null +++ b/UCI_N4/sdp/runs/contrac/fold_3/1762559763.6848862/events.out.tfevents.1762559763.auvsl-gpu-01.ise.illinois.edu.627156.79 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b0cf92038d7485fa7365035b3d4ae24b1a399fcaaf2f2377073ec925bfadebd +size 1168 diff --git a/UCI_N4/sdp/runs/contrac/fold_3/best_state.pth b/UCI_N4/sdp/runs/contrac/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..8575a307b3052bd3a256427ee19ff8b184416dfc --- /dev/null +++ b/UCI_N4/sdp/runs/contrac/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff97d119e870ada31be4cab77b8336d3150d16092808336f6eb051e4d0144809 +size 15477 diff --git a/UCI_N4/sdp/runs/contrac/fold_3/events.out.tfevents.1762559759.auvsl-gpu-01.ise.illinois.edu.627156.78 b/UCI_N4/sdp/runs/contrac/fold_3/events.out.tfevents.1762559759.auvsl-gpu-01.ise.illinois.edu.627156.78 new file mode 100644 index 0000000000000000000000000000000000000000..33e21e3f12cffeff7c2c7b0f7cc5a32be3829d92 --- /dev/null +++ b/UCI_N4/sdp/runs/contrac/fold_3/events.out.tfevents.1762559759.auvsl-gpu-01.ise.illinois.edu.627156.78 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99e1c17375907fde96d2c1e579d140ad662cafc5616efb14130f29c59ddf332b +size 18510 diff --git a/UCI_N4/sdp/runs/credit-approval/fold_0/1762559766.2105696/events.out.tfevents.1762559766.auvsl-gpu-01.ise.illinois.edu.627156.81 b/UCI_N4/sdp/runs/credit-approval/fold_0/1762559766.2105696/events.out.tfevents.1762559766.auvsl-gpu-01.ise.illinois.edu.627156.81 new file mode 100644 index 0000000000000000000000000000000000000000..cd7624ff866736505c15349771c350388bf6f223 --- /dev/null +++ b/UCI_N4/sdp/runs/credit-approval/fold_0/1762559766.2105696/events.out.tfevents.1762559766.auvsl-gpu-01.ise.illinois.edu.627156.81 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ab7ebc6002d41d816fa5cff7f10363c67bd24cfd64cd9d40e1e108681245311 +size 1176 diff --git a/UCI_N4/sdp/runs/credit-approval/fold_0/best_state.pth b/UCI_N4/sdp/runs/credit-approval/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..254830ce87d089260aed24b80aa53bfd4c6f05e6 --- /dev/null +++ b/UCI_N4/sdp/runs/credit-approval/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:460999ed9b177431aa2ee7855457a8dc4758770b525a337fd25d21bf4d70580b +size 38005 diff --git a/UCI_N4/sdp/runs/credit-approval/fold_0/events.out.tfevents.1762559763.auvsl-gpu-01.ise.illinois.edu.627156.80 b/UCI_N4/sdp/runs/credit-approval/fold_0/events.out.tfevents.1762559763.auvsl-gpu-01.ise.illinois.edu.627156.80 new file mode 100644 index 0000000000000000000000000000000000000000..ef8233e2e30bfd495a3cc73dfa013498e26c2e80 --- /dev/null +++ b/UCI_N4/sdp/runs/credit-approval/fold_0/events.out.tfevents.1762559763.auvsl-gpu-01.ise.illinois.edu.627156.80 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:696529176f547ff3bdd369a1c4e52977442ff8124d2f91f7e28aaa343dee381f +size 25004 diff --git a/UCI_N4/sdp/runs/credit-approval/fold_1/1762559768.7902863/events.out.tfevents.1762559768.auvsl-gpu-01.ise.illinois.edu.627156.83 b/UCI_N4/sdp/runs/credit-approval/fold_1/1762559768.7902863/events.out.tfevents.1762559768.auvsl-gpu-01.ise.illinois.edu.627156.83 new file mode 100644 index 0000000000000000000000000000000000000000..a5a7ba8756dd78271ac9c32a4773716b5afa6025 --- /dev/null +++ b/UCI_N4/sdp/runs/credit-approval/fold_1/1762559768.7902863/events.out.tfevents.1762559768.auvsl-gpu-01.ise.illinois.edu.627156.83 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:adc8d7172a23a2b2068c0b56c40514c52e7819344e946790fa8c9125e31627c4 +size 1176 diff --git a/UCI_N4/sdp/runs/credit-approval/fold_1/best_state.pth b/UCI_N4/sdp/runs/credit-approval/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..0046fba84824c106416b8236f829fbad3aaeada0 --- /dev/null +++ b/UCI_N4/sdp/runs/credit-approval/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1adc9640f04a3c1dd335e331ab97a39df690b42c7eba4d747bcee048c569f5cf +size 38005 diff --git a/UCI_N4/sdp/runs/credit-approval/fold_1/events.out.tfevents.1762559766.auvsl-gpu-01.ise.illinois.edu.627156.82 b/UCI_N4/sdp/runs/credit-approval/fold_1/events.out.tfevents.1762559766.auvsl-gpu-01.ise.illinois.edu.627156.82 new file mode 100644 index 0000000000000000000000000000000000000000..5e3c44bc77d5b9280f91172ade05e14ab518d569 --- /dev/null +++ b/UCI_N4/sdp/runs/credit-approval/fold_1/events.out.tfevents.1762559766.auvsl-gpu-01.ise.illinois.edu.627156.82 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0aade68b8e629e6334f93d6f579c1259a0b98de61cd192eb57371cb1b2a8b892 +size 26150 diff --git a/UCI_N4/sdp/runs/credit-approval/fold_2/1762559771.1386313/events.out.tfevents.1762559771.auvsl-gpu-01.ise.illinois.edu.627156.85 b/UCI_N4/sdp/runs/credit-approval/fold_2/1762559771.1386313/events.out.tfevents.1762559771.auvsl-gpu-01.ise.illinois.edu.627156.85 new file mode 100644 index 0000000000000000000000000000000000000000..540311b8ee5f237bfd8ed8a4ae31defb55abcc2f --- /dev/null +++ b/UCI_N4/sdp/runs/credit-approval/fold_2/1762559771.1386313/events.out.tfevents.1762559771.auvsl-gpu-01.ise.illinois.edu.627156.85 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bca3b25be1b6beb9d3c4cd3b93a76e7d6a05077ed6cec64fd839ba5649ace2ac +size 1176 diff --git a/UCI_N4/sdp/runs/credit-approval/fold_2/best_state.pth b/UCI_N4/sdp/runs/credit-approval/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..2afcd4a51d4579a77d7aab94c41744946d88a143 --- /dev/null +++ b/UCI_N4/sdp/runs/credit-approval/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd0ce82c4a0758c894144a04a45505d242002df8c2b1643ed62c8733afeef44d +size 38005 diff --git a/UCI_N4/sdp/runs/credit-approval/fold_2/events.out.tfevents.1762559768.auvsl-gpu-01.ise.illinois.edu.627156.84 b/UCI_N4/sdp/runs/credit-approval/fold_2/events.out.tfevents.1762559768.auvsl-gpu-01.ise.illinois.edu.627156.84 new file mode 100644 index 0000000000000000000000000000000000000000..60de0eace3f6f87e7c6d0e6cbb7b6bd87995382a --- /dev/null +++ b/UCI_N4/sdp/runs/credit-approval/fold_2/events.out.tfevents.1762559768.auvsl-gpu-01.ise.illinois.edu.627156.84 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd12aeb6a31f742efb933e939ae5d4bc2e0177718593465283fd75fcdf373887 +size 23094 diff --git a/UCI_N4/sdp/runs/credit-approval/fold_3/1762559773.469277/events.out.tfevents.1762559773.auvsl-gpu-01.ise.illinois.edu.627156.87 b/UCI_N4/sdp/runs/credit-approval/fold_3/1762559773.469277/events.out.tfevents.1762559773.auvsl-gpu-01.ise.illinois.edu.627156.87 new file mode 100644 index 0000000000000000000000000000000000000000..d831fd8e6b07a18424ae0a8f23aa814394346179 --- /dev/null +++ b/UCI_N4/sdp/runs/credit-approval/fold_3/1762559773.469277/events.out.tfevents.1762559773.auvsl-gpu-01.ise.illinois.edu.627156.87 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49d9a0c0fa322d0cd62c99ca305a27707cf4dd568c1017a1fc48e426e556cf9d +size 1176 diff --git a/UCI_N4/sdp/runs/credit-approval/fold_3/best_state.pth b/UCI_N4/sdp/runs/credit-approval/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..5edcdb0b897c983134d97fc09923efa7c08cf536 --- /dev/null +++ b/UCI_N4/sdp/runs/credit-approval/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7daad4faffda9d2adfa67cde4f2e634e16e16fe665fb1f0ec3555c9884b00dfd +size 38005 diff --git a/UCI_N4/sdp/runs/credit-approval/fold_3/events.out.tfevents.1762559771.auvsl-gpu-01.ise.illinois.edu.627156.86 b/UCI_N4/sdp/runs/credit-approval/fold_3/events.out.tfevents.1762559771.auvsl-gpu-01.ise.illinois.edu.627156.86 new file mode 100644 index 0000000000000000000000000000000000000000..e6ede5b366fa1d81248dc0d5319a54d36c9fd1c4 --- /dev/null +++ b/UCI_N4/sdp/runs/credit-approval/fold_3/events.out.tfevents.1762559771.auvsl-gpu-01.ise.illinois.edu.627156.86 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb924ca2d750ef7f011fd5bdf3fa97132cb5d00766fa82989213325db29e629c +size 23476 diff --git a/UCI_N4/sdp/runs/cylinder-bands/fold_0/1762559775.2354949/events.out.tfevents.1762559775.auvsl-gpu-01.ise.illinois.edu.627156.89 b/UCI_N4/sdp/runs/cylinder-bands/fold_0/1762559775.2354949/events.out.tfevents.1762559775.auvsl-gpu-01.ise.illinois.edu.627156.89 new file mode 100644 index 0000000000000000000000000000000000000000..f122077203636adefee0a444fe1ce5dcf5634701 --- /dev/null +++ b/UCI_N4/sdp/runs/cylinder-bands/fold_0/1762559775.2354949/events.out.tfevents.1762559775.auvsl-gpu-01.ise.illinois.edu.627156.89 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3fee77b137468045054605c0769dc32428036602a141819b9bbc00006030e8b6 +size 1175 diff --git a/UCI_N4/sdp/runs/cylinder-bands/fold_0/best_state.pth b/UCI_N4/sdp/runs/cylinder-bands/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..e9607fc4831ef5cc547e674111f67c50d8317e2d --- /dev/null +++ b/UCI_N4/sdp/runs/cylinder-bands/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:baea582f55fbe15b8bf281d91c46acf1b81f8cb4f00ee8a96c807300cc59cfee +size 153013 diff --git a/UCI_N4/sdp/runs/cylinder-bands/fold_0/events.out.tfevents.1762559773.auvsl-gpu-01.ise.illinois.edu.627156.88 b/UCI_N4/sdp/runs/cylinder-bands/fold_0/events.out.tfevents.1762559773.auvsl-gpu-01.ise.illinois.edu.627156.88 new file mode 100644 index 0000000000000000000000000000000000000000..828e421738e41de8043370270387158ca0448949 --- /dev/null +++ b/UCI_N4/sdp/runs/cylinder-bands/fold_0/events.out.tfevents.1762559773.auvsl-gpu-01.ise.illinois.edu.627156.88 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e13fb50c4c44334e8bd5c751c38320dec1c4b95a35da2b2f362d8b1140ba204c +size 23476 diff --git a/UCI_N4/sdp/runs/cylinder-bands/fold_1/1762559776.4946973/events.out.tfevents.1762559776.auvsl-gpu-01.ise.illinois.edu.627156.91 b/UCI_N4/sdp/runs/cylinder-bands/fold_1/1762559776.4946973/events.out.tfevents.1762559776.auvsl-gpu-01.ise.illinois.edu.627156.91 new file mode 100644 index 0000000000000000000000000000000000000000..ee11d1f66ae6df0ba278e9f91886bbd0c9a9a835 --- /dev/null +++ b/UCI_N4/sdp/runs/cylinder-bands/fold_1/1762559776.4946973/events.out.tfevents.1762559776.auvsl-gpu-01.ise.illinois.edu.627156.91 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:123c45dde0fc3bd9a8abac0e94bdf6df6ed0556a8c1633d8b605159e235d5412 +size 1175 diff --git a/UCI_N4/sdp/runs/cylinder-bands/fold_1/best_state.pth b/UCI_N4/sdp/runs/cylinder-bands/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..d98830754a4b215a98ced14e82de12204c36b4a9 --- /dev/null +++ b/UCI_N4/sdp/runs/cylinder-bands/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:541558289c3cfe60eaa35424fb10e26f8a85ddb6a94153b8c641cf5d29f00c17 +size 153013 diff --git a/UCI_N4/sdp/runs/cylinder-bands/fold_1/events.out.tfevents.1762559775.auvsl-gpu-01.ise.illinois.edu.627156.90 b/UCI_N4/sdp/runs/cylinder-bands/fold_1/events.out.tfevents.1762559775.auvsl-gpu-01.ise.illinois.edu.627156.90 new file mode 100644 index 0000000000000000000000000000000000000000..20f4fbf17575c3183f305d2d19338209bd93e621 --- /dev/null +++ b/UCI_N4/sdp/runs/cylinder-bands/fold_1/events.out.tfevents.1762559775.auvsl-gpu-01.ise.illinois.edu.627156.90 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4b57c2f6e1c3c6b92e80838546c5e27329efc4913e0b5f5a6a03a5b9db0559d +size 15453 diff --git a/UCI_N4/sdp/runs/cylinder-bands/fold_2/1762559777.5527313/events.out.tfevents.1762559777.auvsl-gpu-01.ise.illinois.edu.627156.93 b/UCI_N4/sdp/runs/cylinder-bands/fold_2/1762559777.5527313/events.out.tfevents.1762559777.auvsl-gpu-01.ise.illinois.edu.627156.93 new file mode 100644 index 0000000000000000000000000000000000000000..ff67f3c4ad44d05ca88a601ff381481b3e56177c --- /dev/null +++ b/UCI_N4/sdp/runs/cylinder-bands/fold_2/1762559777.5527313/events.out.tfevents.1762559777.auvsl-gpu-01.ise.illinois.edu.627156.93 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9742763cf76a7a7071982c3894593a7cdf52087368b65f8d8ea89c1736132ec4 +size 1175 diff --git a/UCI_N4/sdp/runs/cylinder-bands/fold_2/best_state.pth b/UCI_N4/sdp/runs/cylinder-bands/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..e8a13fb718febf1b726ec1e3ba920fe976e38121 --- /dev/null +++ b/UCI_N4/sdp/runs/cylinder-bands/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36b7ec6b9e86fb2011ff9018442189af5054c3de1e491b36c70c96e76af00d45 +size 153013 diff --git a/UCI_N4/sdp/runs/cylinder-bands/fold_2/events.out.tfevents.1762559776.auvsl-gpu-01.ise.illinois.edu.627156.92 b/UCI_N4/sdp/runs/cylinder-bands/fold_2/events.out.tfevents.1762559776.auvsl-gpu-01.ise.illinois.edu.627156.92 new file mode 100644 index 0000000000000000000000000000000000000000..4ecc6db97b55e67dcd7790744ba41f404ddd6876 --- /dev/null +++ b/UCI_N4/sdp/runs/cylinder-bands/fold_2/events.out.tfevents.1762559776.auvsl-gpu-01.ise.illinois.edu.627156.92 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46520e2282cf47bacb2bbd9730f28080cdbd0735ac8334444814e4375188e445 +size 12397 diff --git a/UCI_N4/sdp/runs/cylinder-bands/fold_3/1762559779.6994166/events.out.tfevents.1762559779.auvsl-gpu-01.ise.illinois.edu.627156.95 b/UCI_N4/sdp/runs/cylinder-bands/fold_3/1762559779.6994166/events.out.tfevents.1762559779.auvsl-gpu-01.ise.illinois.edu.627156.95 new file mode 100644 index 0000000000000000000000000000000000000000..426f3ae2e50b3b0c59ce26c02540ed5ea6981018 --- /dev/null +++ b/UCI_N4/sdp/runs/cylinder-bands/fold_3/1762559779.6994166/events.out.tfevents.1762559779.auvsl-gpu-01.ise.illinois.edu.627156.95 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:352ab65a8f9e7797eb89e3268180a88f76797c8c1410bd88a8caee0fbd610949 +size 1175 diff --git a/UCI_N4/sdp/runs/cylinder-bands/fold_3/best_state.pth b/UCI_N4/sdp/runs/cylinder-bands/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..c8d5cedf461a348af4173ec0bd4ae3ca37157832 --- /dev/null +++ b/UCI_N4/sdp/runs/cylinder-bands/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0dcf8e023b398c73f6a96b6fcc7aa2e12981d0a77cd6da593f08a72e5824b71 +size 153013 diff --git a/UCI_N4/sdp/runs/cylinder-bands/fold_3/events.out.tfevents.1762559777.auvsl-gpu-01.ise.illinois.edu.627156.94 b/UCI_N4/sdp/runs/cylinder-bands/fold_3/events.out.tfevents.1762559777.auvsl-gpu-01.ise.illinois.edu.627156.94 new file mode 100644 index 0000000000000000000000000000000000000000..19103123f94a3882728934ea016fec1e12add72e --- /dev/null +++ b/UCI_N4/sdp/runs/cylinder-bands/fold_3/events.out.tfevents.1762559777.auvsl-gpu-01.ise.illinois.edu.627156.94 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:62a781b7969eb571c883f7cdf0d7a68527f77a926e90e996dbb11f1d17aeee88 +size 27678 diff --git a/UCI_N4/sdp/runs/dermatology/fold_0/best_state.pth b/UCI_N4/sdp/runs/dermatology/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..763aa8cd863e09eb1cdbb6c5bcd1691ba3fc221a --- /dev/null +++ b/UCI_N4/sdp/runs/dermatology/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7ff61b040961d633ddaa96ccd7d5956330ba2802a39707c82720601672ae883 +size 150005 diff --git a/UCI_N4/sdp/runs/dermatology/fold_0/events.out.tfevents.1762559779.auvsl-gpu-01.ise.illinois.edu.627156.96 b/UCI_N4/sdp/runs/dermatology/fold_0/events.out.tfevents.1762559779.auvsl-gpu-01.ise.illinois.edu.627156.96 new file mode 100644 index 0000000000000000000000000000000000000000..068b429781147aa14197cb49eefd758944919bac --- /dev/null +++ b/UCI_N4/sdp/runs/dermatology/fold_0/events.out.tfevents.1762559779.auvsl-gpu-01.ise.illinois.edu.627156.96 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:387679d0137d78c6920cc0d9e7956af668ec12325ba2c004d69cbd7bd1c7f729 +size 16982 diff --git a/UCI_N4/sdp/runs/dermatology/fold_1/1762559782.987158/events.out.tfevents.1762559782.auvsl-gpu-01.ise.illinois.edu.627156.99 b/UCI_N4/sdp/runs/dermatology/fold_1/1762559782.987158/events.out.tfevents.1762559782.auvsl-gpu-01.ise.illinois.edu.627156.99 new file mode 100644 index 0000000000000000000000000000000000000000..57576c4cadebf266634b7329b4cc78dcd83ed03e --- /dev/null +++ b/UCI_N4/sdp/runs/dermatology/fold_1/1762559782.987158/events.out.tfevents.1762559782.auvsl-gpu-01.ise.illinois.edu.627156.99 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af558a9acd2911d16ac56dd0b203a9238ee93617529269b43f2c9e26673f73b3 +size 1172 diff --git a/UCI_N4/sdp/runs/dermatology/fold_1/best_state.pth b/UCI_N4/sdp/runs/dermatology/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..8f7c410ff5a4a89a7b4986872a1783758c99a5aa --- /dev/null +++ b/UCI_N4/sdp/runs/dermatology/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ec08d5d99d3cd891a7cb96a1332599d31a8dab925846510514b8813ac8c75cf +size 150005 diff --git a/UCI_N4/sdp/runs/dermatology/fold_1/events.out.tfevents.1762559781.auvsl-gpu-01.ise.illinois.edu.627156.98 b/UCI_N4/sdp/runs/dermatology/fold_1/events.out.tfevents.1762559781.auvsl-gpu-01.ise.illinois.edu.627156.98 new file mode 100644 index 0000000000000000000000000000000000000000..b43dd48a1f1072ac20f002b23cac63faaaa9fbc4 --- /dev/null +++ b/UCI_N4/sdp/runs/dermatology/fold_1/events.out.tfevents.1762559781.auvsl-gpu-01.ise.illinois.edu.627156.98 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:808f984f1de46b468bac0eee0786ca77d6cb23020ae330d5e0dcd1a1b8deb2e3 +size 24240 diff --git a/UCI_N4/sdp/runs/dermatology/fold_2/1762559784.404619/events.out.tfevents.1762559784.auvsl-gpu-01.ise.illinois.edu.627156.101 b/UCI_N4/sdp/runs/dermatology/fold_2/1762559784.404619/events.out.tfevents.1762559784.auvsl-gpu-01.ise.illinois.edu.627156.101 new file mode 100644 index 0000000000000000000000000000000000000000..89bfe18ebb58c24a2806c1037b477b56a167b0b7 --- /dev/null +++ b/UCI_N4/sdp/runs/dermatology/fold_2/1762559784.404619/events.out.tfevents.1762559784.auvsl-gpu-01.ise.illinois.edu.627156.101 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f39232b075d5f07f2426124e5656c6d1fdb9106470a4c5fc1d553deb23a53e4 +size 1172 diff --git a/UCI_N4/sdp/runs/dermatology/fold_2/best_state.pth b/UCI_N4/sdp/runs/dermatology/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..839666c3382e147770beedc60291be8a7c91920f --- /dev/null +++ b/UCI_N4/sdp/runs/dermatology/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e5d82232e60a6f9a3c8f4416c055d945f2456336304fee85c780fe223ca4cd3 +size 150005 diff --git a/UCI_N4/sdp/runs/dermatology/fold_2/events.out.tfevents.1762559782.auvsl-gpu-01.ise.illinois.edu.627156.100 b/UCI_N4/sdp/runs/dermatology/fold_2/events.out.tfevents.1762559782.auvsl-gpu-01.ise.illinois.edu.627156.100 new file mode 100644 index 0000000000000000000000000000000000000000..c6eb5f75cdfae84f07f09a8c9a14bfcd288132a2 --- /dev/null +++ b/UCI_N4/sdp/runs/dermatology/fold_2/events.out.tfevents.1762559782.auvsl-gpu-01.ise.illinois.edu.627156.100 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1010af1cd05ef2b4ab31aba5e05a5344a9242b6d21a559e9771024c2f0398047 +size 17746 diff --git a/UCI_N4/sdp/runs/dermatology/fold_3/1762559786.0560727/events.out.tfevents.1762559786.auvsl-gpu-01.ise.illinois.edu.627156.103 b/UCI_N4/sdp/runs/dermatology/fold_3/1762559786.0560727/events.out.tfevents.1762559786.auvsl-gpu-01.ise.illinois.edu.627156.103 new file mode 100644 index 0000000000000000000000000000000000000000..fbcd4c2f3b8589a1e958ab4932bd81bc01485e53 --- /dev/null +++ b/UCI_N4/sdp/runs/dermatology/fold_3/1762559786.0560727/events.out.tfevents.1762559786.auvsl-gpu-01.ise.illinois.edu.627156.103 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff8b59c9304cd54126a205073aa14e950cafd54c0d65251113509fef56a48f92 +size 1172 diff --git a/UCI_N4/sdp/runs/dermatology/fold_3/best_state.pth b/UCI_N4/sdp/runs/dermatology/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..4be601023fb0f278d0e58d380e180f4ce5f5cf97 --- /dev/null +++ b/UCI_N4/sdp/runs/dermatology/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e82afd7d0d0b85cc695bffafe2261ae7544a2fa9c285eebe62b2e4ee31cef824 +size 150005 diff --git a/UCI_N4/sdp/runs/dermatology/fold_3/events.out.tfevents.1762559784.auvsl-gpu-01.ise.illinois.edu.627156.102 b/UCI_N4/sdp/runs/dermatology/fold_3/events.out.tfevents.1762559784.auvsl-gpu-01.ise.illinois.edu.627156.102 new file mode 100644 index 0000000000000000000000000000000000000000..fb5868312cfb7dcd73fb5b9e6d98e2ffe5b61612 --- /dev/null +++ b/UCI_N4/sdp/runs/dermatology/fold_3/events.out.tfevents.1762559784.auvsl-gpu-01.ise.illinois.edu.627156.102 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a62e344dfe6dfd6a7c91715910c440b702cddf689c0a56aed9bd344477cc940 +size 21184 diff --git a/UCI_N4/sdp/runs/echocardiogram/fold_0/1762559787.0104544/events.out.tfevents.1762559787.auvsl-gpu-01.ise.illinois.edu.627156.105 b/UCI_N4/sdp/runs/echocardiogram/fold_0/1762559787.0104544/events.out.tfevents.1762559787.auvsl-gpu-01.ise.illinois.edu.627156.105 new file mode 100644 index 0000000000000000000000000000000000000000..dd8f3409452664c5a4fbba6395bc3e3def4ca88f --- /dev/null +++ b/UCI_N4/sdp/runs/echocardiogram/fold_0/1762559787.0104544/events.out.tfevents.1762559787.auvsl-gpu-01.ise.illinois.edu.627156.105 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0925f4913e2fc79e0d752824be7fdd222248a30a0e5a7ada41d782cae2cc2d51 +size 1175 diff --git a/UCI_N4/sdp/runs/echocardiogram/fold_0/best_state.pth b/UCI_N4/sdp/runs/echocardiogram/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..0facaf37908eba6f31cfbecf2e9527c616fff6a6 --- /dev/null +++ b/UCI_N4/sdp/runs/echocardiogram/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f310bb99828f8644310883bf0459e0b2aa8345d24dd3148525891ebd5371fcc +size 16437 diff --git a/UCI_N4/sdp/runs/echocardiogram/fold_1/1762559787.9267247/events.out.tfevents.1762559787.auvsl-gpu-01.ise.illinois.edu.627156.107 b/UCI_N4/sdp/runs/echocardiogram/fold_1/1762559787.9267247/events.out.tfevents.1762559787.auvsl-gpu-01.ise.illinois.edu.627156.107 new file mode 100644 index 0000000000000000000000000000000000000000..1fc134c90e09f05f76021cad700e635ea1f0045e --- /dev/null +++ b/UCI_N4/sdp/runs/echocardiogram/fold_1/1762559787.9267247/events.out.tfevents.1762559787.auvsl-gpu-01.ise.illinois.edu.627156.107 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1a6a6d2a65a6ecb9c10efd03a9ef4000c80314f073db710c6266b07551d8116 +size 1175 diff --git a/UCI_N4/sdp/runs/echocardiogram/fold_1/events.out.tfevents.1762559787.auvsl-gpu-01.ise.illinois.edu.627156.106 b/UCI_N4/sdp/runs/echocardiogram/fold_1/events.out.tfevents.1762559787.auvsl-gpu-01.ise.illinois.edu.627156.106 new file mode 100644 index 0000000000000000000000000000000000000000..8c3c9ab79dd32d6933256cd9a3794f687c14de25 --- /dev/null +++ b/UCI_N4/sdp/runs/echocardiogram/fold_1/events.out.tfevents.1762559787.auvsl-gpu-01.ise.illinois.edu.627156.106 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8ab4edb6736677e749656e35b932e5e5d2dbd47cba0bd8f828ea1848c27a19e +size 18510 diff --git a/UCI_N4/sdp/runs/echocardiogram/fold_2/1762559788.7554178/events.out.tfevents.1762559788.auvsl-gpu-01.ise.illinois.edu.627156.109 b/UCI_N4/sdp/runs/echocardiogram/fold_2/1762559788.7554178/events.out.tfevents.1762559788.auvsl-gpu-01.ise.illinois.edu.627156.109 new file mode 100644 index 0000000000000000000000000000000000000000..6880022f399c97e7149ce2e0222f9900123d2547 --- /dev/null +++ b/UCI_N4/sdp/runs/echocardiogram/fold_2/1762559788.7554178/events.out.tfevents.1762559788.auvsl-gpu-01.ise.illinois.edu.627156.109 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cec33eda45de594e67bca00b741a18b28266c6cd33f11d24d0093a4d57b3c11c +size 1175 diff --git a/UCI_N4/sdp/runs/echocardiogram/fold_2/best_state.pth b/UCI_N4/sdp/runs/echocardiogram/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..ee67679d4dcd671c296575ba50c5f1dffcbd2656 --- /dev/null +++ b/UCI_N4/sdp/runs/echocardiogram/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a56a250bf2d6c7aa9abe9f30c064608b07bcf3e148a36349c2e55c2756756e0a +size 16437 diff --git a/UCI_N4/sdp/runs/echocardiogram/fold_2/events.out.tfevents.1762559787.auvsl-gpu-01.ise.illinois.edu.627156.108 b/UCI_N4/sdp/runs/echocardiogram/fold_2/events.out.tfevents.1762559787.auvsl-gpu-01.ise.illinois.edu.627156.108 new file mode 100644 index 0000000000000000000000000000000000000000..fe47517ffe5f01245df5aeab45f504c83124b283 --- /dev/null +++ b/UCI_N4/sdp/runs/echocardiogram/fold_2/events.out.tfevents.1762559787.auvsl-gpu-01.ise.illinois.edu.627156.108 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06d3f7eb2b7e795fc64951d79651090989e0df08afb87519003ff2762b5431fe +size 18128 diff --git a/UCI_N4/sdp/runs/echocardiogram/fold_3/1762559789.4210448/events.out.tfevents.1762559789.auvsl-gpu-01.ise.illinois.edu.627156.111 b/UCI_N4/sdp/runs/echocardiogram/fold_3/1762559789.4210448/events.out.tfevents.1762559789.auvsl-gpu-01.ise.illinois.edu.627156.111 new file mode 100644 index 0000000000000000000000000000000000000000..69aaaa5d09816a66e648e878c638d1c903af123a --- /dev/null +++ b/UCI_N4/sdp/runs/echocardiogram/fold_3/1762559789.4210448/events.out.tfevents.1762559789.auvsl-gpu-01.ise.illinois.edu.627156.111 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65b770d09e7a370fb74a3fc0c14eb0e6973aa92a71880c310685b65d4774a920 +size 1175 diff --git a/UCI_N4/sdp/runs/echocardiogram/fold_3/best_state.pth b/UCI_N4/sdp/runs/echocardiogram/fold_3/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..de79cacab758dd837eb2f38df1e5a2e11b442efd --- /dev/null +++ b/UCI_N4/sdp/runs/echocardiogram/fold_3/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7a9a717bca69bf13b4ab3b16d82c1b946b9e4bf757909be64804e651741fdbb +size 16437 diff --git a/UCI_N4/sdp/runs/ecoli/fold_0/1762559792.5040104/events.out.tfevents.1762559792.auvsl-gpu-01.ise.illinois.edu.627156.113 b/UCI_N4/sdp/runs/ecoli/fold_0/1762559792.5040104/events.out.tfevents.1762559792.auvsl-gpu-01.ise.illinois.edu.627156.113 new file mode 100644 index 0000000000000000000000000000000000000000..b47ad157a89216b02666ad0839629e5b08f39dd9 --- /dev/null +++ b/UCI_N4/sdp/runs/ecoli/fold_0/1762559792.5040104/events.out.tfevents.1762559792.auvsl-gpu-01.ise.illinois.edu.627156.113 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:17190dd8f715ac3b042852a16d3c223b1532c8914f5aab9af66b98add08a3d96 +size 1166 diff --git a/UCI_N4/sdp/runs/ecoli/fold_0/best_state.pth b/UCI_N4/sdp/runs/ecoli/fold_0/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..640dce2976bea00a4fbe6425ed7ddafb2a330a80 --- /dev/null +++ b/UCI_N4/sdp/runs/ecoli/fold_0/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:326df0d1aef700e69693d78e5226b3ff926073a59b4df4f3d6ee42cd21dfc847 +size 13685 diff --git a/UCI_N4/sdp/runs/ecoli/fold_1/1762559795.4054863/events.out.tfevents.1762559795.auvsl-gpu-01.ise.illinois.edu.627156.115 b/UCI_N4/sdp/runs/ecoli/fold_1/1762559795.4054863/events.out.tfevents.1762559795.auvsl-gpu-01.ise.illinois.edu.627156.115 new file mode 100644 index 0000000000000000000000000000000000000000..61fadb13cfe2c3bf326d9f0535cc0667e3cacca3 --- /dev/null +++ b/UCI_N4/sdp/runs/ecoli/fold_1/1762559795.4054863/events.out.tfevents.1762559795.auvsl-gpu-01.ise.illinois.edu.627156.115 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6786074bb5aeb016a9a353aaaf67fee7c7840f7e64d06d8d8a4e2e6e20317e19 +size 1166 diff --git a/UCI_N4/sdp/runs/ecoli/fold_1/best_state.pth b/UCI_N4/sdp/runs/ecoli/fold_1/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..51b4e156d169f9d914bb47750acba661d5e3e85c --- /dev/null +++ b/UCI_N4/sdp/runs/ecoli/fold_1/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05bff7da83f1643ae02fd1f2700e5dab49ba8e45cabec2344171aebb4e15d7d4 +size 13685 diff --git a/UCI_N4/sdp/runs/ecoli/fold_3/1762559801.1401322/events.out.tfevents.1762559801.auvsl-gpu-01.ise.illinois.edu.627156.119 b/UCI_N4/sdp/runs/ecoli/fold_3/1762559801.1401322/events.out.tfevents.1762559801.auvsl-gpu-01.ise.illinois.edu.627156.119 new file mode 100644 index 0000000000000000000000000000000000000000..23af9f99652f96dd102c0aa7537bd209942e50e6 --- /dev/null +++ b/UCI_N4/sdp/runs/ecoli/fold_3/1762559801.1401322/events.out.tfevents.1762559801.auvsl-gpu-01.ise.illinois.edu.627156.119 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5822218172efcd2038df8f6219a5a7dc72dd2b757365cbf545e5a1827d0e30c +size 1166 diff --git a/UCI_N4/sdp/runs/ecoli/fold_3/events.out.tfevents.1762559798.auvsl-gpu-01.ise.illinois.edu.627156.118 b/UCI_N4/sdp/runs/ecoli/fold_3/events.out.tfevents.1762559798.auvsl-gpu-01.ise.illinois.edu.627156.118 new file mode 100644 index 0000000000000000000000000000000000000000..3aa44aaf5ee040c783c88f51ae8ac823590cdb78 --- /dev/null +++ b/UCI_N4/sdp/runs/ecoli/fold_3/events.out.tfevents.1762559798.auvsl-gpu-01.ise.illinois.edu.627156.118 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a99e1238de0f7ce99172c948918af3770f4dd7256510322b406bf1f49c4fbf25 +size 36464 diff --git a/UCI_N4/sdp/runs/energy-y1/fold_1/1762559806.7187464/events.out.tfevents.1762559806.auvsl-gpu-01.ise.illinois.edu.627156.123 b/UCI_N4/sdp/runs/energy-y1/fold_1/1762559806.7187464/events.out.tfevents.1762559806.auvsl-gpu-01.ise.illinois.edu.627156.123 new file mode 100644 index 0000000000000000000000000000000000000000..60946ef35643d05271993fe83253730beddbfb63 --- /dev/null +++ b/UCI_N4/sdp/runs/energy-y1/fold_1/1762559806.7187464/events.out.tfevents.1762559806.auvsl-gpu-01.ise.illinois.edu.627156.123 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8570ca0d244c57b1eb4a20dd4d942e262246563a75004f19aee600c3777f3aaf +size 1170 diff --git a/UCI_N4/sdp/runs/energy-y1/fold_2/best_state.pth b/UCI_N4/sdp/runs/energy-y1/fold_2/best_state.pth new file mode 100644 index 0000000000000000000000000000000000000000..dd73543ed60207413e4acada9fc0e86e003e105c --- /dev/null +++ b/UCI_N4/sdp/runs/energy-y1/fold_2/best_state.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f427ac50498701ee81576fb30e96a73dff341ff25d687ec14aa860e14e8f1ec +size 14453 diff --git a/UCI_N4/sdp/runs/energy-y2/fold_0/events.out.tfevents.1762559811.auvsl-gpu-01.ise.illinois.edu.627156.128 b/UCI_N4/sdp/runs/energy-y2/fold_0/events.out.tfevents.1762559811.auvsl-gpu-01.ise.illinois.edu.627156.128 new file mode 100644 index 0000000000000000000000000000000000000000..1e63066b7f4b78f5df4260a8620a70ba7c9e0bdf --- /dev/null +++ b/UCI_N4/sdp/runs/energy-y2/fold_0/events.out.tfevents.1762559811.auvsl-gpu-01.ise.illinois.edu.627156.128 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:617952285bc245cf58cdf1d6b7c46f3b21c6eb7620f7f39b4f83352c3a3cf936 +size 15453