Add files using upload-large-folder tool
Browse filesThis view is limited to 50 files because it contains too many changes.
See raw diff
- UCI_N4/ldlt/runs/abalone/fold_0/result.json +46 -0
- UCI_N4/ldlt/runs/abalone/fold_1/result.json +46 -0
- UCI_N4/ldlt/runs/adult/fold_0/result.json +58 -0
- UCI_N4/sdp/runs/breast-cancer-wisc-diag/fold_1/result.json +90 -0
- UCI_N4/sdp/runs/breast-cancer-wisc-diag/fold_3/result.json +90 -0
- UCI_N4/sdp/runs/breast-cancer-wisc-prog/fold_1/result.json +96 -0
- UCI_N4/sdp/runs/breast-cancer-wisc-prog/fold_2/result.json +96 -0
- UCI_N4/sdp/runs/breast-cancer-wisc-prog/fold_3/result.json +96 -0
- UCI_N4/sdp/runs/breast-tissue/fold_0/result.json +48 -0
- UCI_N4/sdp/runs/breast-tissue/fold_1/result.json +48 -0
- UCI_N4/sdp/runs/breast-tissue/fold_2/result.json +48 -0
- UCI_N4/sdp/runs/breast-tissue/fold_3/result.json +48 -0
- UCI_N4/sdp/runs/car/fold_0/result.json +42 -0
- UCI_N4/sdp/runs/car/fold_1/result.json +42 -0
- UCI_N4/sdp/runs/car/fold_2/result.json +42 -0
- UCI_N4/sdp/runs/car/fold_3/result.json +42 -0
- UCI_N4/sdp/runs/cardiotocography-10clases/fold_0/result.json +72 -0
- UCI_N4/sdp/runs/cardiotocography-10clases/fold_1/result.json +72 -0
- UCI_N4/sdp/runs/cardiotocography-10clases/fold_2/result.json +72 -0
- UCI_N4/sdp/runs/cardiotocography-10clases/fold_3/result.json +72 -0
- UCI_N4/sdp/runs/cardiotocography-3clases/fold_0/result.json +72 -0
- UCI_N4/sdp/runs/dermatology/fold_2/result.json +98 -0
- UCI_N4/sdp/runs/echocardiogram/fold_3/result.json +50 -0
- UCI_N4/sdp/runs/ecoli/fold_1/result.json +44 -0
- UCI_N4/sdp/runs/energy-y1/fold_0/result.json +46 -0
- UCI_N4/sdp/runs/energy-y1/fold_1/result.json +46 -0
- UCI_N4/sdp/runs/energy-y1/fold_2/result.json +46 -0
- UCI_N4/sdp/runs/energy-y2/fold_0/result.json +46 -0
- UCI_N4/sdp/runs/energy-y2/fold_1/result.json +46 -0
- UCI_N4/sdp/runs/energy-y2/fold_2/result.json +46 -0
- UCI_N4/sdp/runs/energy-y2/fold_3/result.json +46 -0
- UCI_N4/sdp/runs/fertility/fold_0/result.json +48 -0
- UCI_N4/sdp/runs/fertility/fold_1/result.json +48 -0
- UCI_N4/sdp/runs/fertility/fold_2/result.json +48 -0
- UCI_N4/sdp/runs/fertility/fold_3/result.json +48 -0
- UCI_N4/sdp/runs/flags/fold_0/result.json +86 -0
- UCI_N4/sdp/runs/flags/fold_1/result.json +86 -0
- UCI_N4/sdp/runs/flags/fold_2/result.json +86 -0
- UCI_N4/sdp/runs/flags/fold_3/result.json +86 -0
- UCI_N4/sdp/runs/glass/fold_0/result.json +48 -0
- UCI_N4/sdp/runs/glass/fold_1/result.json +48 -0
- UCI_N4/sdp/runs/glass/fold_2/result.json +48 -0
- UCI_N4/sdp/runs/glass/fold_3/result.json +48 -0
- UCI_N4/sdp/runs/haberman-survival/fold_0/result.json +36 -0
- UCI_N4/sdp/runs/haberman-survival/fold_1/result.json +36 -0
- UCI_N4/sdp/runs/haberman-survival/fold_2/result.json +36 -0
- UCI_N4/sdp/runs/haberman-survival/fold_3/result.json +36 -0
- UCI_N4/sdp/runs/hayes-roth/fold_0/result.json +36 -0
- UCI_N4/sdp/runs/hayes-roth/fold_1/result.json +36 -0
- UCI_N4/sdp/runs/hayes-roth/fold_2/result.json +36 -0
UCI_N4/ldlt/runs/abalone/fold_0/result.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 39,
|
| 3 |
+
"best_val_acc": 0.6285714285714286,
|
| 4 |
+
"test_acc": 0.6392329204954055,
|
| 5 |
+
"train_size": 1044,
|
| 6 |
+
"val_size": 630,
|
| 7 |
+
"test_size": 2503,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.03759131666666678,
|
| 12 |
+
-0.0067216787931033565,
|
| 13 |
+
-0.00504821235632188,
|
| 14 |
+
-0.010079406034482869,
|
| 15 |
+
0.0077948497126437005,
|
| 16 |
+
-0.0035954527720305413,
|
| 17 |
+
0.011847337255747069,
|
| 18 |
+
0.020808682452107305
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"std": [
|
| 22 |
+
[
|
| 23 |
+
0.9932562075552053,
|
| 24 |
+
1.0067465043023525,
|
| 25 |
+
0.9980809038500921,
|
| 26 |
+
0.9297052233036605,
|
| 27 |
+
1.0141436995589543,
|
| 28 |
+
0.9931430828536596,
|
| 29 |
+
1.017739933100054,
|
| 30 |
+
1.0318462596531948
|
| 31 |
+
]
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
"width": 32,
|
| 35 |
+
"in_features": 8,
|
| 36 |
+
"out_features": 3,
|
| 37 |
+
"depth": 4,
|
| 38 |
+
"padding": 16,
|
| 39 |
+
"parameters": 3559,
|
| 40 |
+
"cert_evals": {
|
| 41 |
+
"36": 0.514182984828949,
|
| 42 |
+
"72": 0.40391528606414795,
|
| 43 |
+
"108": 0.328006386756897,
|
| 44 |
+
"255": 0.1809828132390976
|
| 45 |
+
}
|
| 46 |
+
}
|
UCI_N4/ldlt/runs/abalone/fold_1/result.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 25,
|
| 3 |
+
"best_val_acc": 0.660828025477707,
|
| 4 |
+
"test_acc": 0.642315369261477,
|
| 5 |
+
"train_size": 1044,
|
| 6 |
+
"val_size": 628,
|
| 7 |
+
"test_size": 2505,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.005192849233716447,
|
| 12 |
+
-0.0023747756321838803,
|
| 13 |
+
-0.004999904980842867,
|
| 14 |
+
-0.01065197068965531,
|
| 15 |
+
-0.001757506036398443,
|
| 16 |
+
-0.0004581268045977247,
|
| 17 |
+
-0.008801511695402298,
|
| 18 |
+
-0.0025385303256705034
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"std": [
|
| 22 |
+
[
|
| 23 |
+
0.9921988752896624,
|
| 24 |
+
1.0113577078934743,
|
| 25 |
+
1.0108378611135136,
|
| 26 |
+
0.93746968476643,
|
| 27 |
+
1.0135082046349184,
|
| 28 |
+
1.0099861173658438,
|
| 29 |
+
1.0142707677051552,
|
| 30 |
+
1.019381711286177
|
| 31 |
+
]
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
"width": 32,
|
| 35 |
+
"in_features": 8,
|
| 36 |
+
"out_features": 3,
|
| 37 |
+
"depth": 4,
|
| 38 |
+
"padding": 16,
|
| 39 |
+
"parameters": 3559,
|
| 40 |
+
"cert_evals": {
|
| 41 |
+
"36": 0.4986027777194977,
|
| 42 |
+
"72": 0.37604787945747375,
|
| 43 |
+
"108": 0.29101794958114624,
|
| 44 |
+
"255": 0.16806386411190033
|
| 45 |
+
}
|
| 46 |
+
}
|
UCI_N4/ldlt/runs/adult/fold_0/result.json
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 4,
|
| 3 |
+
"best_val_acc": 0.8226150563852483,
|
| 4 |
+
"test_acc": 0.8227624139389976,
|
| 5 |
+
"train_size": 16281,
|
| 6 |
+
"val_size": 6562,
|
| 7 |
+
"test_size": 25999,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
5.755174894932247e-09,
|
| 12 |
+
-1.5212824565593372e-07,
|
| 13 |
+
1.9344708602300844e-08,
|
| 14 |
+
-5.868804126934776e-07,
|
| 15 |
+
4.3847429484189405e-07,
|
| 16 |
+
-1.2794054493469234e-07,
|
| 17 |
+
-3.0931760979923667e-08,
|
| 18 |
+
1.2424912468644162e-06,
|
| 19 |
+
2.0428720567267194e-07,
|
| 20 |
+
-1.2898470607021481e-06,
|
| 21 |
+
5.428255022845695e-07,
|
| 22 |
+
2.9734045846837646e-07,
|
| 23 |
+
9.031386283659057e-08,
|
| 24 |
+
2.0421350090431894e-07
|
| 25 |
+
]
|
| 26 |
+
],
|
| 27 |
+
"std": [
|
| 28 |
+
[
|
| 29 |
+
0.999969279768083,
|
| 30 |
+
0.9999691631254963,
|
| 31 |
+
0.9999692601356567,
|
| 32 |
+
0.9999684455490998,
|
| 33 |
+
0.9999701766278255,
|
| 34 |
+
0.9999695789931851,
|
| 35 |
+
0.9999697101647755,
|
| 36 |
+
0.9999695985584383,
|
| 37 |
+
0.9999687129297181,
|
| 38 |
+
0.999967689659048,
|
| 39 |
+
0.9999708394490064,
|
| 40 |
+
0.9999690163307019,
|
| 41 |
+
0.9999694763882633,
|
| 42 |
+
0.9999692067843523
|
| 43 |
+
]
|
| 44 |
+
]
|
| 45 |
+
},
|
| 46 |
+
"width": 64,
|
| 47 |
+
"in_features": 14,
|
| 48 |
+
"out_features": 2,
|
| 49 |
+
"depth": 4,
|
| 50 |
+
"padding": 28,
|
| 51 |
+
"parameters": 13574,
|
| 52 |
+
"cert_evals": {
|
| 53 |
+
"36": 0.760298490524292,
|
| 54 |
+
"72": 0.6979114413261414,
|
| 55 |
+
"108": 0.6393707394599915,
|
| 56 |
+
"255": 0.39963075518608093
|
| 57 |
+
}
|
| 58 |
+
}
|
UCI_N4/sdp/runs/breast-cancer-wisc-diag/fold_1/result.json
ADDED
|
@@ -0,0 +1,90 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 2,
|
| 3 |
+
"best_val_acc": 0.9390243902439024,
|
| 4 |
+
"test_acc": 0.9304347826086956,
|
| 5 |
+
"train_size": 142,
|
| 6 |
+
"val_size": 82,
|
| 7 |
+
"test_size": 345,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.11201186056338029,
|
| 12 |
+
0.07070025633802816,
|
| 13 |
+
-0.10239308169014083,
|
| 14 |
+
-0.11672702063380279,
|
| 15 |
+
0.032527111971830974,
|
| 16 |
+
0.05026270500000002,
|
| 17 |
+
-0.02818336908450703,
|
| 18 |
+
-0.04343403450704224,
|
| 19 |
+
-0.02067522316901408,
|
| 20 |
+
0.08708522408450704,
|
| 21 |
+
-0.11080013492957747,
|
| 22 |
+
0.04381799119718306,
|
| 23 |
+
-0.0825752031690141,
|
| 24 |
+
-0.11760619366197181,
|
| 25 |
+
-0.12109326042253515,
|
| 26 |
+
0.0031279288732394177,
|
| 27 |
+
-0.06837052551408451,
|
| 28 |
+
-0.09945178922535211,
|
| 29 |
+
0.02686396394366193,
|
| 30 |
+
-0.03645938134507036,
|
| 31 |
+
-0.09511004859154928,
|
| 32 |
+
0.08993712535211269,
|
| 33 |
+
-0.07473255774647886,
|
| 34 |
+
-0.10130778450704225,
|
| 35 |
+
0.04382505676056337,
|
| 36 |
+
0.08864361894366199,
|
| 37 |
+
0.03680164077464787,
|
| 38 |
+
-0.003688304577464759,
|
| 39 |
+
0.0977748130774647,
|
| 40 |
+
0.08804689718309852
|
| 41 |
+
]
|
| 42 |
+
],
|
| 43 |
+
"std": [
|
| 44 |
+
[
|
| 45 |
+
0.9195016301354824,
|
| 46 |
+
1.094593366492765,
|
| 47 |
+
0.9291056843219847,
|
| 48 |
+
0.8651637977085379,
|
| 49 |
+
1.104895872882098,
|
| 50 |
+
1.0612349352106514,
|
| 51 |
+
0.9960386306069985,
|
| 52 |
+
0.9599334814324468,
|
| 53 |
+
0.995073713912434,
|
| 54 |
+
1.0059759191906428,
|
| 55 |
+
0.8154754957601557,
|
| 56 |
+
1.1714910738712319,
|
| 57 |
+
0.8337124056974246,
|
| 58 |
+
0.7056775636749633,
|
| 59 |
+
0.8384686418997397,
|
| 60 |
+
0.997008703041016,
|
| 61 |
+
0.7652271837716654,
|
| 62 |
+
0.9491550332342998,
|
| 63 |
+
0.9894126977193328,
|
| 64 |
+
0.8349121832481521,
|
| 65 |
+
0.9324374909578882,
|
| 66 |
+
1.0776300277359205,
|
| 67 |
+
0.9582162700674596,
|
| 68 |
+
0.8930111054213019,
|
| 69 |
+
1.0965646002689322,
|
| 70 |
+
1.0909755237588887,
|
| 71 |
+
1.0811372221216917,
|
| 72 |
+
1.0368266566472815,
|
| 73 |
+
1.0808007528399084,
|
| 74 |
+
1.0161303395181038
|
| 75 |
+
]
|
| 76 |
+
]
|
| 77 |
+
},
|
| 78 |
+
"width": 128,
|
| 79 |
+
"in_features": 30,
|
| 80 |
+
"out_features": 2,
|
| 81 |
+
"depth": 4,
|
| 82 |
+
"padding": 60,
|
| 83 |
+
"parameters": 31866,
|
| 84 |
+
"cert_evals": {
|
| 85 |
+
"36": 0.8347826600074768,
|
| 86 |
+
"72": 0.686956524848938,
|
| 87 |
+
"108": 0.5043478608131409,
|
| 88 |
+
"255": 0.07246377319097519
|
| 89 |
+
}
|
| 90 |
+
}
|
UCI_N4/sdp/runs/breast-cancer-wisc-diag/fold_3/result.json
ADDED
|
@@ -0,0 +1,90 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 18,
|
| 3 |
+
"best_val_acc": 0.9876543209876543,
|
| 4 |
+
"test_acc": 0.9739884393063584,
|
| 5 |
+
"train_size": 142,
|
| 6 |
+
"val_size": 81,
|
| 7 |
+
"test_size": 346,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.041954460563380286,
|
| 12 |
+
-0.03068368455563383,
|
| 13 |
+
0.05642674225352119,
|
| 14 |
+
0.04212094478873236,
|
| 15 |
+
0.0753741992957746,
|
| 16 |
+
0.19173782535211265,
|
| 17 |
+
0.13158766190140847,
|
| 18 |
+
0.10927857042253514,
|
| 19 |
+
0.12073864654929573,
|
| 20 |
+
0.16060644718309858,
|
| 21 |
+
0.0007204726760563243,
|
| 22 |
+
0.02137304077464788,
|
| 23 |
+
0.05429816549295772,
|
| 24 |
+
-0.012780137042253566,
|
| 25 |
+
0.013563698028169006,
|
| 26 |
+
0.15196018795774635,
|
| 27 |
+
0.11918610920422545,
|
| 28 |
+
0.08330966570422528,
|
| 29 |
+
0.08884857161971826,
|
| 30 |
+
0.08853129507042258,
|
| 31 |
+
0.03332697760563379,
|
| 32 |
+
-0.006147756197183027,
|
| 33 |
+
0.06017890535211265,
|
| 34 |
+
0.025833432394366203,
|
| 35 |
+
0.10165912112676065,
|
| 36 |
+
0.184136802112676,
|
| 37 |
+
0.17515080211267609,
|
| 38 |
+
0.12936214014084502,
|
| 39 |
+
0.10002845492957746,
|
| 40 |
+
0.16336953521126774
|
| 41 |
+
]
|
| 42 |
+
],
|
| 43 |
+
"std": [
|
| 44 |
+
[
|
| 45 |
+
1.0573062114321623,
|
| 46 |
+
0.9552884577469056,
|
| 47 |
+
1.0710079092993716,
|
| 48 |
+
1.0509022734984494,
|
| 49 |
+
1.1270846333930622,
|
| 50 |
+
1.1567722248607955,
|
| 51 |
+
1.1330587765489406,
|
| 52 |
+
1.140649555855837,
|
| 53 |
+
1.1542513895561295,
|
| 54 |
+
1.0051375538789176,
|
| 55 |
+
0.8967996396101922,
|
| 56 |
+
1.097489083446709,
|
| 57 |
+
0.9381483291097392,
|
| 58 |
+
0.7912780594989863,
|
| 59 |
+
0.9397288734854672,
|
| 60 |
+
0.9788202766737033,
|
| 61 |
+
1.073938446577066,
|
| 62 |
+
0.9563830108562081,
|
| 63 |
+
1.1438144705840625,
|
| 64 |
+
0.7701703811879946,
|
| 65 |
+
1.0262729293228618,
|
| 66 |
+
0.9839279786422038,
|
| 67 |
+
1.0483951162266714,
|
| 68 |
+
1.0167649174977718,
|
| 69 |
+
1.0851034209747896,
|
| 70 |
+
1.0398339487141628,
|
| 71 |
+
1.1490024738247944,
|
| 72 |
+
1.0756456277267925,
|
| 73 |
+
1.0959872724158726,
|
| 74 |
+
0.9323448193880042
|
| 75 |
+
]
|
| 76 |
+
]
|
| 77 |
+
},
|
| 78 |
+
"width": 128,
|
| 79 |
+
"in_features": 30,
|
| 80 |
+
"out_features": 2,
|
| 81 |
+
"depth": 4,
|
| 82 |
+
"padding": 60,
|
| 83 |
+
"parameters": 31866,
|
| 84 |
+
"cert_evals": {
|
| 85 |
+
"36": 0.9508670568466187,
|
| 86 |
+
"72": 0.9421964883804321,
|
| 87 |
+
"108": 0.9161849617958069,
|
| 88 |
+
"255": 0.7774566411972046
|
| 89 |
+
}
|
| 90 |
+
}
|
UCI_N4/sdp/runs/breast-cancer-wisc-prog/fold_1/result.json
ADDED
|
@@ -0,0 +1,96 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 9,
|
| 3 |
+
"best_val_acc": 0.6333333333333333,
|
| 4 |
+
"test_acc": 0.6974789915966386,
|
| 5 |
+
"train_size": 49,
|
| 6 |
+
"val_size": 30,
|
| 7 |
+
"test_size": 119,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.2954286122448979,
|
| 12 |
+
0.22705779387755098,
|
| 13 |
+
0.13045305210204083,
|
| 14 |
+
0.21518541632653068,
|
| 15 |
+
0.21329647816326533,
|
| 16 |
+
-0.23494008897959187,
|
| 17 |
+
-0.13741642857142858,
|
| 18 |
+
-0.01620160836734699,
|
| 19 |
+
0.07495674877551023,
|
| 20 |
+
-0.08356683326530613,
|
| 21 |
+
-0.30211086122448977,
|
| 22 |
+
0.17222382204081632,
|
| 23 |
+
0.1861636093877551,
|
| 24 |
+
0.18613398183673469,
|
| 25 |
+
0.17258124081632648,
|
| 26 |
+
-0.019180042857142875,
|
| 27 |
+
0.011242470816326589,
|
| 28 |
+
-0.019861698775510188,
|
| 29 |
+
0.09400348163265304,
|
| 30 |
+
0.03439312653061231,
|
| 31 |
+
-0.08544421122448984,
|
| 32 |
+
0.1251565993877551,
|
| 33 |
+
0.0614657979591837,
|
| 34 |
+
0.1106848959183673,
|
| 35 |
+
0.10643556734693876,
|
| 36 |
+
-0.283786518367347,
|
| 37 |
+
-0.22690647755102036,
|
| 38 |
+
-0.21750787142857142,
|
| 39 |
+
-0.11082883795918366,
|
| 40 |
+
-0.2517320069387755,
|
| 41 |
+
-0.3646700183673469,
|
| 42 |
+
0.17979882653061224,
|
| 43 |
+
-0.02691289795918366
|
| 44 |
+
]
|
| 45 |
+
],
|
| 46 |
+
"std": [
|
| 47 |
+
[
|
| 48 |
+
0.8143503780150015,
|
| 49 |
+
0.9174121431953063,
|
| 50 |
+
0.9505147809888337,
|
| 51 |
+
0.9270519324131056,
|
| 52 |
+
0.9280401005535991,
|
| 53 |
+
1.1301563685159044,
|
| 54 |
+
1.0842494023346008,
|
| 55 |
+
1.17774758901752,
|
| 56 |
+
1.1259425788210895,
|
| 57 |
+
1.0343443324314006,
|
| 58 |
+
0.899946779911175,
|
| 59 |
+
1.0776959194375155,
|
| 60 |
+
1.0652779342066867,
|
| 61 |
+
1.0778896598336396,
|
| 62 |
+
1.0489415511808549,
|
| 63 |
+
1.0202607569462199,
|
| 64 |
+
1.065380703338058,
|
| 65 |
+
1.046928716393895,
|
| 66 |
+
1.0889438008342867,
|
| 67 |
+
1.0504050035821422,
|
| 68 |
+
0.966138030350577,
|
| 69 |
+
0.8642794080204923,
|
| 70 |
+
1.0800430340260923,
|
| 71 |
+
0.8743291823479178,
|
| 72 |
+
0.8688670309147045,
|
| 73 |
+
1.0842628402104706,
|
| 74 |
+
0.8975026094533473,
|
| 75 |
+
0.9571151684782386,
|
| 76 |
+
1.0396216376453484,
|
| 77 |
+
0.914946697740367,
|
| 78 |
+
0.749250166005288,
|
| 79 |
+
1.1231797264684098,
|
| 80 |
+
0.8886200116636936
|
| 81 |
+
]
|
| 82 |
+
]
|
| 83 |
+
},
|
| 84 |
+
"width": 128,
|
| 85 |
+
"in_features": 33,
|
| 86 |
+
"out_features": 2,
|
| 87 |
+
"depth": 4,
|
| 88 |
+
"padding": 66,
|
| 89 |
+
"parameters": 34950,
|
| 90 |
+
"cert_evals": {
|
| 91 |
+
"36": 0.5714285969734192,
|
| 92 |
+
"72": 0.49579834938049316,
|
| 93 |
+
"108": 0.40336138010025024,
|
| 94 |
+
"255": 0.03361344709992409
|
| 95 |
+
}
|
| 96 |
+
}
|
UCI_N4/sdp/runs/breast-cancer-wisc-prog/fold_2/result.json
ADDED
|
@@ -0,0 +1,96 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 20,
|
| 3 |
+
"best_val_acc": 0.5945945945945946,
|
| 4 |
+
"test_acc": 0.6964285714285714,
|
| 5 |
+
"train_size": 49,
|
| 6 |
+
"val_size": 37,
|
| 7 |
+
"test_size": 112,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.03842323061224502,
|
| 12 |
+
-0.10614214693877552,
|
| 13 |
+
0.030698034693877517,
|
| 14 |
+
-0.1000028979591836,
|
| 15 |
+
-0.08415378163265311,
|
| 16 |
+
-0.03538041755102043,
|
| 17 |
+
-0.04750202040816325,
|
| 18 |
+
-0.10165484306122448,
|
| 19 |
+
-0.1358923424489796,
|
| 20 |
+
-0.02547460816326529,
|
| 21 |
+
0.027964706122448967,
|
| 22 |
+
0.1158320934693878,
|
| 23 |
+
0.2141981857142857,
|
| 24 |
+
0.11305339408163259,
|
| 25 |
+
0.09026773632653065,
|
| 26 |
+
-0.07205539183673473,
|
| 27 |
+
-0.11876845979591835,
|
| 28 |
+
-0.09018467959183678,
|
| 29 |
+
-0.001788581632653037,
|
| 30 |
+
-0.09199452244897957,
|
| 31 |
+
-0.05832562632653058,
|
| 32 |
+
-0.06420658346938772,
|
| 33 |
+
0.05587048142857144,
|
| 34 |
+
-0.07304466938775511,
|
| 35 |
+
-0.028326246938775446,
|
| 36 |
+
-0.04279098959183677,
|
| 37 |
+
-0.11518350408163265,
|
| 38 |
+
-0.12291339183673465,
|
| 39 |
+
-0.1940691712244898,
|
| 40 |
+
-0.03263718653061224,
|
| 41 |
+
-0.029735322448979654,
|
| 42 |
+
0.15452512040816324,
|
| 43 |
+
0.20183378571428573
|
| 44 |
+
]
|
| 45 |
+
],
|
| 46 |
+
"std": [
|
| 47 |
+
[
|
| 48 |
+
0.9794534025714385,
|
| 49 |
+
1.0053275769298504,
|
| 50 |
+
0.9095119348920842,
|
| 51 |
+
1.008933323770274,
|
| 52 |
+
0.9879586777091109,
|
| 53 |
+
1.0102761898726105,
|
| 54 |
+
0.9960048575197608,
|
| 55 |
+
1.0021029195920532,
|
| 56 |
+
0.9776597311295145,
|
| 57 |
+
0.9821341050152573,
|
| 58 |
+
0.9436155579641772,
|
| 59 |
+
1.1817284472744785,
|
| 60 |
+
1.1856988946274227,
|
| 61 |
+
1.1970542714305854,
|
| 62 |
+
1.1086625077552497,
|
| 63 |
+
0.6618568645391364,
|
| 64 |
+
0.7687365990953271,
|
| 65 |
+
0.8119143908977525,
|
| 66 |
+
1.0415418534564902,
|
| 67 |
+
0.8186632232431363,
|
| 68 |
+
0.8434368212477027,
|
| 69 |
+
1.0615598386819989,
|
| 70 |
+
0.8454048970519085,
|
| 71 |
+
1.0522702304694245,
|
| 72 |
+
1.041897029381895,
|
| 73 |
+
1.1007804274989816,
|
| 74 |
+
0.8280858289610474,
|
| 75 |
+
0.8451988761728604,
|
| 76 |
+
1.0253215425598294,
|
| 77 |
+
0.9705970427113062,
|
| 78 |
+
0.8554540105246272,
|
| 79 |
+
0.9682864062481196,
|
| 80 |
+
1.2134784272055537
|
| 81 |
+
]
|
| 82 |
+
]
|
| 83 |
+
},
|
| 84 |
+
"width": 128,
|
| 85 |
+
"in_features": 33,
|
| 86 |
+
"out_features": 2,
|
| 87 |
+
"depth": 4,
|
| 88 |
+
"padding": 66,
|
| 89 |
+
"parameters": 34950,
|
| 90 |
+
"cert_evals": {
|
| 91 |
+
"36": 0.6160714626312256,
|
| 92 |
+
"72": 0.5714285969734192,
|
| 93 |
+
"108": 0.4910714626312256,
|
| 94 |
+
"255": 0.25
|
| 95 |
+
}
|
| 96 |
+
}
|
UCI_N4/sdp/runs/breast-cancer-wisc-prog/fold_3/result.json
ADDED
|
@@ -0,0 +1,96 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 3,
|
| 3 |
+
"best_val_acc": 0.68,
|
| 4 |
+
"test_acc": 0.6048387096774194,
|
| 5 |
+
"train_size": 49,
|
| 6 |
+
"val_size": 25,
|
| 7 |
+
"test_size": 124,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.06744018775510212,
|
| 12 |
+
0.18968365714285723,
|
| 13 |
+
-0.014217911020408189,
|
| 14 |
+
0.21184517142857145,
|
| 15 |
+
0.16995342797959181,
|
| 16 |
+
0.0988115742857143,
|
| 17 |
+
0.23174346530612244,
|
| 18 |
+
0.2643820010204082,
|
| 19 |
+
0.2708541071428573,
|
| 20 |
+
0.17052290612244894,
|
| 21 |
+
0.08597982244897957,
|
| 22 |
+
0.02605522000000001,
|
| 23 |
+
-0.09904910612244898,
|
| 24 |
+
0.07999727979591835,
|
| 25 |
+
0.021088532448979617,
|
| 26 |
+
0.032508024489795916,
|
| 27 |
+
0.1139721422448979,
|
| 28 |
+
0.17344601857142858,
|
| 29 |
+
0.1454327612244898,
|
| 30 |
+
0.09731225102040818,
|
| 31 |
+
0.07194746775510205,
|
| 32 |
+
0.15103356959183675,
|
| 33 |
+
-0.07001499795918376,
|
| 34 |
+
0.19365317551020406,
|
| 35 |
+
0.10773460285714288,
|
| 36 |
+
0.06407297959183662,
|
| 37 |
+
0.08076181836734692,
|
| 38 |
+
0.18958595510204077,
|
| 39 |
+
0.30016600816326516,
|
| 40 |
+
0.048603673469387716,
|
| 41 |
+
0.014894271020408143,
|
| 42 |
+
0.2872125,
|
| 43 |
+
0.2280839387755102
|
| 44 |
+
]
|
| 45 |
+
],
|
| 46 |
+
"std": [
|
| 47 |
+
[
|
| 48 |
+
0.9697920367102327,
|
| 49 |
+
0.9203134351014114,
|
| 50 |
+
0.9060497409545201,
|
| 51 |
+
0.9187807307729611,
|
| 52 |
+
0.9729266703311016,
|
| 53 |
+
0.9430977585802243,
|
| 54 |
+
0.8769553733450195,
|
| 55 |
+
0.8356859349258849,
|
| 56 |
+
0.8680804682359612,
|
| 57 |
+
1.0166341852710845,
|
| 58 |
+
0.8914293133833798,
|
| 59 |
+
0.7940097770795826,
|
| 60 |
+
0.7723528820449007,
|
| 61 |
+
0.8508321197542031,
|
| 62 |
+
0.7752894285658177,
|
| 63 |
+
0.7444263872990391,
|
| 64 |
+
0.9053411998307737,
|
| 65 |
+
0.9999993608516502,
|
| 66 |
+
0.8504750965678145,
|
| 67 |
+
1.090497279238265,
|
| 68 |
+
0.7631870591645827,
|
| 69 |
+
0.9076864322017706,
|
| 70 |
+
0.8687695687330197,
|
| 71 |
+
0.9366133883217269,
|
| 72 |
+
0.9044846120349299,
|
| 73 |
+
0.9712465829469978,
|
| 74 |
+
0.7332294033502637,
|
| 75 |
+
0.8612201045664006,
|
| 76 |
+
0.9404165330479154,
|
| 77 |
+
0.8777899215486339,
|
| 78 |
+
0.6950358654750831,
|
| 79 |
+
1.288136700201249,
|
| 80 |
+
1.084093306135652
|
| 81 |
+
]
|
| 82 |
+
]
|
| 83 |
+
},
|
| 84 |
+
"width": 128,
|
| 85 |
+
"in_features": 33,
|
| 86 |
+
"out_features": 2,
|
| 87 |
+
"depth": 4,
|
| 88 |
+
"padding": 66,
|
| 89 |
+
"parameters": 34950,
|
| 90 |
+
"cert_evals": {
|
| 91 |
+
"36": 0.4838709533214569,
|
| 92 |
+
"72": 0.3709677457809448,
|
| 93 |
+
"108": 0.2983870804309845,
|
| 94 |
+
"255": 0.024193547666072845
|
| 95 |
+
}
|
| 96 |
+
}
|
UCI_N4/sdp/runs/breast-tissue/fold_0/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 29,
|
| 3 |
+
"best_val_acc": 0.5625,
|
| 4 |
+
"test_acc": 0.46875,
|
| 5 |
+
"train_size": 26,
|
| 6 |
+
"val_size": 16,
|
| 7 |
+
"test_size": 64,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.05975213076923076,
|
| 12 |
+
-0.1700837961538461,
|
| 13 |
+
-0.07101548961538463,
|
| 14 |
+
-0.07560978846153853,
|
| 15 |
+
-0.09291733192307686,
|
| 16 |
+
-0.016577561538461575,
|
| 17 |
+
-0.04475990000000001,
|
| 18 |
+
-0.07285894230769238,
|
| 19 |
+
0.07173603846153843
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
1.0224159106861461,
|
| 25 |
+
0.8445520785357892,
|
| 26 |
+
0.7741253936128145,
|
| 27 |
+
0.8853536860600771,
|
| 28 |
+
0.38729731508258874,
|
| 29 |
+
0.9582996830625056,
|
| 30 |
+
0.82333349002183,
|
| 31 |
+
0.8965544012774733,
|
| 32 |
+
1.0474511376253193
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 6,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2674,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.421875,
|
| 44 |
+
"72": 0.34375,
|
| 45 |
+
"108": 0.234375,
|
| 46 |
+
"255": 0.125
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sdp/runs/breast-tissue/fold_1/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 2,
|
| 3 |
+
"best_val_acc": 0.29411764705882354,
|
| 4 |
+
"test_acc": 0.3333333333333333,
|
| 5 |
+
"train_size": 26,
|
| 6 |
+
"val_size": 17,
|
| 7 |
+
"test_size": 63,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.06515484615384612,
|
| 12 |
+
0.03429535384615387,
|
| 13 |
+
0.00023585769230772996,
|
| 14 |
+
0.02817068038461536,
|
| 15 |
+
0.29457321923076923,
|
| 16 |
+
0.28562573076923076,
|
| 17 |
+
0.1850123226923077,
|
| 18 |
+
0.007732330769230795,
|
| 19 |
+
0.09394715384615383
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
1.0481371005758702,
|
| 25 |
+
0.9468687513118862,
|
| 26 |
+
0.9541555931791563,
|
| 27 |
+
1.161367210725673,
|
| 28 |
+
1.8089072605844074,
|
| 29 |
+
1.4326989403612587,
|
| 30 |
+
1.2263588432882497,
|
| 31 |
+
1.1230111041722295,
|
| 32 |
+
1.0768662243391771
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 6,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2674,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.0476190522313118,
|
| 44 |
+
"72": 0.01587301678955555,
|
| 45 |
+
"108": 0.0,
|
| 46 |
+
"255": 0.0
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sdp/runs/breast-tissue/fold_2/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 10,
|
| 3 |
+
"best_val_acc": 0.22727272727272727,
|
| 4 |
+
"test_acc": 0.27586206896551724,
|
| 5 |
+
"train_size": 26,
|
| 6 |
+
"val_size": 22,
|
| 7 |
+
"test_size": 58,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.1420645923076924,
|
| 12 |
+
-0.021972550769230735,
|
| 13 |
+
0.05583075653846149,
|
| 14 |
+
0.1584816346153846,
|
| 15 |
+
0.34043701807692306,
|
| 16 |
+
0.2878222653846154,
|
| 17 |
+
0.08915464576923074,
|
| 18 |
+
0.16733479230769233,
|
| 19 |
+
0.15722880769230765
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
1.1134982409667369,
|
| 25 |
+
0.9816789499398818,
|
| 26 |
+
1.0050663167371856,
|
| 27 |
+
1.3274295018092825,
|
| 28 |
+
1.8473866317578664,
|
| 29 |
+
1.5489183023129736,
|
| 30 |
+
1.1110278693236766,
|
| 31 |
+
1.3406661330121303,
|
| 32 |
+
1.11545486536904
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 6,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2674,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.051724135875701904,
|
| 44 |
+
"72": 0.03448275849223137,
|
| 45 |
+
"108": 0.017241379246115685,
|
| 46 |
+
"255": 0.0
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sdp/runs/breast-tissue/fold_3/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 14,
|
| 3 |
+
"best_val_acc": 0.4166666666666667,
|
| 4 |
+
"test_acc": 0.4411764705882353,
|
| 5 |
+
"train_size": 26,
|
| 6 |
+
"val_size": 12,
|
| 7 |
+
"test_size": 68,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.1574124615384615,
|
| 12 |
+
0.10245514615384627,
|
| 13 |
+
0.03514549230769227,
|
| 14 |
+
0.3551133961538462,
|
| 15 |
+
0.3894629076923076,
|
| 16 |
+
0.3001374115384615,
|
| 17 |
+
0.28138883461538466,
|
| 18 |
+
0.3308483076923076,
|
| 19 |
+
0.1433466538461538
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
1.080732063435857,
|
| 25 |
+
0.9803609509557707,
|
| 26 |
+
0.9980517989674806,
|
| 27 |
+
1.3433457176877586,
|
| 28 |
+
1.8319487646118202,
|
| 29 |
+
1.4349909430519747,
|
| 30 |
+
1.3440593710651376,
|
| 31 |
+
1.3474895378547405,
|
| 32 |
+
1.0747301574317993
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 6,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2674,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.22058823704719543,
|
| 44 |
+
"72": 0.10294117778539658,
|
| 45 |
+
"108": 0.07352941483259201,
|
| 46 |
+
"255": 0.0
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sdp/runs/car/fold_0/result.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 48,
|
| 3 |
+
"best_val_acc": 0.7481481481481481,
|
| 4 |
+
"test_acc": 0.7426900584795322,
|
| 5 |
+
"train_size": 432,
|
| 6 |
+
"val_size": 270,
|
| 7 |
+
"test_size": 1026,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.08486305092592587,
|
| 12 |
+
-0.024837976851851778,
|
| 13 |
+
-1.3287037036350012e-06,
|
| 14 |
+
0.011336944444444445,
|
| 15 |
+
-0.03684506944444444,
|
| 16 |
+
-0.03401083333333333
|
| 17 |
+
]
|
| 18 |
+
],
|
| 19 |
+
"std": [
|
| 20 |
+
[
|
| 21 |
+
1.0016589891278265,
|
| 22 |
+
1.0231915721256846,
|
| 23 |
+
0.9608720065155524,
|
| 24 |
+
0.9785956932593036,
|
| 25 |
+
0.9832757136677825,
|
| 26 |
+
1.0299163223065575
|
| 27 |
+
]
|
| 28 |
+
]
|
| 29 |
+
},
|
| 30 |
+
"width": 32,
|
| 31 |
+
"in_features": 6,
|
| 32 |
+
"out_features": 4,
|
| 33 |
+
"depth": 4,
|
| 34 |
+
"padding": 12,
|
| 35 |
+
"parameters": 1844,
|
| 36 |
+
"cert_evals": {
|
| 37 |
+
"36": 0.6608186960220337,
|
| 38 |
+
"72": 0.5467836260795593,
|
| 39 |
+
"108": 0.41228070855140686,
|
| 40 |
+
"255": 0.10233917832374573
|
| 41 |
+
}
|
| 42 |
+
}
|
UCI_N4/sdp/runs/car/fold_1/result.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 39,
|
| 3 |
+
"best_val_acc": 0.7755905511811023,
|
| 4 |
+
"test_acc": 0.7399232245681382,
|
| 5 |
+
"train_size": 432,
|
| 6 |
+
"val_size": 254,
|
| 7 |
+
"test_size": 1042,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.11177086574074095,
|
| 12 |
+
0.05174572685185183,
|
| 13 |
+
0.006257092592592696,
|
| 14 |
+
-0.014171180555555555,
|
| 15 |
+
0.00850270833333333,
|
| 16 |
+
-0.04251354166666666
|
| 17 |
+
]
|
| 18 |
+
],
|
| 19 |
+
"std": [
|
| 20 |
+
[
|
| 21 |
+
1.0027127363181396,
|
| 22 |
+
1.0149158181522542,
|
| 23 |
+
1.0007483470954381,
|
| 24 |
+
0.9838637435503522,
|
| 25 |
+
0.9979369093278955,
|
| 26 |
+
0.9935806706647962
|
| 27 |
+
]
|
| 28 |
+
]
|
| 29 |
+
},
|
| 30 |
+
"width": 32,
|
| 31 |
+
"in_features": 6,
|
| 32 |
+
"out_features": 4,
|
| 33 |
+
"depth": 4,
|
| 34 |
+
"padding": 12,
|
| 35 |
+
"parameters": 1844,
|
| 36 |
+
"cert_evals": {
|
| 37 |
+
"36": 0.6190019249916077,
|
| 38 |
+
"72": 0.4884836673736572,
|
| 39 |
+
"108": 0.3550863564014435,
|
| 40 |
+
"255": 0.05662187933921814
|
| 41 |
+
}
|
| 42 |
+
}
|
UCI_N4/sdp/runs/car/fold_2/result.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 27,
|
| 3 |
+
"best_val_acc": 0.828,
|
| 4 |
+
"test_acc": 0.7982791586998088,
|
| 5 |
+
"train_size": 432,
|
| 6 |
+
"val_size": 250,
|
| 7 |
+
"test_size": 1046,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.03725695833333315,
|
| 12 |
+
-0.008279379629629494,
|
| 13 |
+
-0.017212699074074026,
|
| 14 |
+
-0.022673888888888886,
|
| 15 |
+
0.11053520833333332,
|
| 16 |
+
-0.005668472222222222
|
| 17 |
+
]
|
| 18 |
+
],
|
| 19 |
+
"std": [
|
| 20 |
+
[
|
| 21 |
+
1.015550913169218,
|
| 22 |
+
1.0070528609914111,
|
| 23 |
+
1.0176501107132674,
|
| 24 |
+
0.9748453883737107,
|
| 25 |
+
1.0057305909552958,
|
| 26 |
+
0.9857113000295774
|
| 27 |
+
]
|
| 28 |
+
]
|
| 29 |
+
},
|
| 30 |
+
"width": 32,
|
| 31 |
+
"in_features": 6,
|
| 32 |
+
"out_features": 4,
|
| 33 |
+
"depth": 4,
|
| 34 |
+
"padding": 12,
|
| 35 |
+
"parameters": 1844,
|
| 36 |
+
"cert_evals": {
|
| 37 |
+
"36": 0.6739961504936218,
|
| 38 |
+
"72": 0.5391969084739685,
|
| 39 |
+
"108": 0.41108986735343933,
|
| 40 |
+
"255": 0.09942638874053955
|
| 41 |
+
}
|
| 42 |
+
}
|
UCI_N4/sdp/runs/car/fold_3/result.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 73,
|
| 3 |
+
"best_val_acc": 0.7509157509157509,
|
| 4 |
+
"test_acc": 0.7536656891495601,
|
| 5 |
+
"train_size": 432,
|
| 6 |
+
"val_size": 273,
|
| 7 |
+
"test_size": 1023,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.006209462962963474,
|
| 12 |
+
0.006209476851851934,
|
| 13 |
+
-0.0015661527777777126,
|
| 14 |
+
-0.017005416666666662,
|
| 15 |
+
0.02267388888888889,
|
| 16 |
+
-0.04534777777777777
|
| 17 |
+
]
|
| 18 |
+
],
|
| 19 |
+
"std": [
|
| 20 |
+
[
|
| 21 |
+
1.0216642383326442,
|
| 22 |
+
0.997836524752538,
|
| 23 |
+
0.9973262178910823,
|
| 24 |
+
0.9855809020000981,
|
| 25 |
+
1.020073036790825,
|
| 26 |
+
0.9917072748761516
|
| 27 |
+
]
|
| 28 |
+
]
|
| 29 |
+
},
|
| 30 |
+
"width": 32,
|
| 31 |
+
"in_features": 6,
|
| 32 |
+
"out_features": 4,
|
| 33 |
+
"depth": 4,
|
| 34 |
+
"padding": 12,
|
| 35 |
+
"parameters": 1844,
|
| 36 |
+
"cert_evals": {
|
| 37 |
+
"36": 0.6568914651870728,
|
| 38 |
+
"72": 0.5386119484901428,
|
| 39 |
+
"108": 0.42619746923446655,
|
| 40 |
+
"255": 0.10752688348293304
|
| 41 |
+
}
|
| 42 |
+
}
|
UCI_N4/sdp/runs/cardiotocography-10clases/fold_0/result.json
ADDED
|
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 68,
|
| 3 |
+
"best_val_acc": 0.6551724137931034,
|
| 4 |
+
"test_acc": 0.6394984326018809,
|
| 5 |
+
"train_size": 531,
|
| 6 |
+
"val_size": 319,
|
| 7 |
+
"test_size": 1276,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.05696145216572526,
|
| 12 |
+
0.04547308248587554,
|
| 13 |
+
0.02537313540489641,
|
| 14 |
+
0.00411199623352259,
|
| 15 |
+
0.004895357815442945,
|
| 16 |
+
0.008270713935970049,
|
| 17 |
+
0.005839290018833664,
|
| 18 |
+
-0.016622836393596845,
|
| 19 |
+
0.056058268926553946,
|
| 20 |
+
-0.03742293794726937,
|
| 21 |
+
0.012369841544256039,
|
| 22 |
+
0.0072619020715631285,
|
| 23 |
+
0.009574918079096046,
|
| 24 |
+
0.031539144971751344,
|
| 25 |
+
0.013908543314500948,
|
| 26 |
+
0.011100862523540712,
|
| 27 |
+
0.04299334557438753,
|
| 28 |
+
0.0388642668549907,
|
| 29 |
+
0.03971033022598931,
|
| 30 |
+
0.04886574700564973,
|
| 31 |
+
0.01822254990583819
|
| 32 |
+
]
|
| 33 |
+
],
|
| 34 |
+
"std": [
|
| 35 |
+
[
|
| 36 |
+
0.9791003932834449,
|
| 37 |
+
1.021744482805594,
|
| 38 |
+
1.1340682159044895,
|
| 39 |
+
1.0045684160238317,
|
| 40 |
+
1.0167341100485954,
|
| 41 |
+
1.0690427250537498,
|
| 42 |
+
1.0300221271732741,
|
| 43 |
+
1.0094253367928134,
|
| 44 |
+
1.0210603991574776,
|
| 45 |
+
0.9572713912379988,
|
| 46 |
+
1.0483212024662971,
|
| 47 |
+
1.0072461534048065,
|
| 48 |
+
1.0014897901284459,
|
| 49 |
+
0.9804849453944862,
|
| 50 |
+
0.9885214019890697,
|
| 51 |
+
1.0745697261946487,
|
| 52 |
+
0.992143934303644,
|
| 53 |
+
0.984246843865331,
|
| 54 |
+
0.9805974247887139,
|
| 55 |
+
1.1272267847632704,
|
| 56 |
+
1.0038856117840471
|
| 57 |
+
]
|
| 58 |
+
]
|
| 59 |
+
},
|
| 60 |
+
"width": 64,
|
| 61 |
+
"in_features": 21,
|
| 62 |
+
"out_features": 10,
|
| 63 |
+
"depth": 4,
|
| 64 |
+
"padding": 42,
|
| 65 |
+
"parameters": 11694,
|
| 66 |
+
"cert_evals": {
|
| 67 |
+
"36": 0.544670820236206,
|
| 68 |
+
"72": 0.44749215245246887,
|
| 69 |
+
"108": 0.37382444739341736,
|
| 70 |
+
"255": 0.10344827175140381
|
| 71 |
+
}
|
| 72 |
+
}
|
UCI_N4/sdp/runs/cardiotocography-10clases/fold_1/result.json
ADDED
|
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 60,
|
| 3 |
+
"best_val_acc": 0.60790273556231,
|
| 4 |
+
"test_acc": 0.6311216429699842,
|
| 5 |
+
"train_size": 531,
|
| 6 |
+
"val_size": 329,
|
| 7 |
+
"test_size": 1266,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.02423730847457605,
|
| 12 |
+
0.013319074199623025,
|
| 13 |
+
0.015243735216572874,
|
| 14 |
+
0.004751267419963072,
|
| 15 |
+
-0.009100580225987828,
|
| 16 |
+
0.008270713935970045,
|
| 17 |
+
0.024992621468926206,
|
| 18 |
+
0.03573573145009404,
|
| 19 |
+
-0.005775212429378253,
|
| 20 |
+
-0.0017990462335216943,
|
| 21 |
+
-0.04130081879472713,
|
| 22 |
+
0.004844720715630924,
|
| 23 |
+
0.008810358945386055,
|
| 24 |
+
0.025032086685499028,
|
| 25 |
+
-0.003331445386064059,
|
| 26 |
+
0.003099077212806293,
|
| 27 |
+
0.013448002824858358,
|
| 28 |
+
0.00903407777777766,
|
| 29 |
+
0.006905300357815675,
|
| 30 |
+
0.014681350583804143,
|
| 31 |
+
-0.02494074199623351
|
| 32 |
+
]
|
| 33 |
+
],
|
| 34 |
+
"std": [
|
| 35 |
+
[
|
| 36 |
+
0.9901364010340642,
|
| 37 |
+
1.0331843009790576,
|
| 38 |
+
1.0385537848348627,
|
| 39 |
+
1.004594460707876,
|
| 40 |
+
0.9939531654620118,
|
| 41 |
+
1.0690427250537498,
|
| 42 |
+
1.1059904833090093,
|
| 43 |
+
1.0066519698467797,
|
| 44 |
+
0.9947251360209003,
|
| 45 |
+
1.007854194532267,
|
| 46 |
+
0.9613978699084029,
|
| 47 |
+
1.0039167957400732,
|
| 48 |
+
1.0015612937949965,
|
| 49 |
+
1.0093255157872945,
|
| 50 |
+
0.9891264460600468,
|
| 51 |
+
0.9170858677231267,
|
| 52 |
+
1.0232842600875196,
|
| 53 |
+
0.9997950684728752,
|
| 54 |
+
1.0142818567858394,
|
| 55 |
+
1.0064323164990734,
|
| 56 |
+
0.9910108983737475
|
| 57 |
+
]
|
| 58 |
+
]
|
| 59 |
+
},
|
| 60 |
+
"width": 64,
|
| 61 |
+
"in_features": 21,
|
| 62 |
+
"out_features": 10,
|
| 63 |
+
"depth": 4,
|
| 64 |
+
"padding": 42,
|
| 65 |
+
"parameters": 11694,
|
| 66 |
+
"cert_evals": {
|
| 67 |
+
"36": 0.5323854684829712,
|
| 68 |
+
"72": 0.43996840715408325,
|
| 69 |
+
"108": 0.3475513458251953,
|
| 70 |
+
"255": 0.10900474339723587
|
| 71 |
+
}
|
| 72 |
+
}
|
UCI_N4/sdp/runs/cardiotocography-10clases/fold_2/result.json
ADDED
|
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 99,
|
| 3 |
+
"best_val_acc": 0.6765578635014837,
|
| 4 |
+
"test_acc": 0.6311605723370429,
|
| 5 |
+
"train_size": 531,
|
| 6 |
+
"val_size": 337,
|
| 7 |
+
"test_size": 1258,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.017864035781544274,
|
| 12 |
+
0.006498658568738066,
|
| 13 |
+
0.055962871563087456,
|
| 14 |
+
0.031599305084746454,
|
| 15 |
+
-0.01800729736346521,
|
| 16 |
+
0.008270713935970026,
|
| 17 |
+
-0.010121785310734386,
|
| 18 |
+
0.06804887372881353,
|
| 19 |
+
-0.026457461770244318,
|
| 20 |
+
-0.009681385969868147,
|
| 21 |
+
-0.06351851043314512,
|
| 22 |
+
0.0022826497175141396,
|
| 23 |
+
0.0007831224105461175,
|
| 24 |
+
0.006246139887005633,
|
| 25 |
+
0.020293879472693028,
|
| 26 |
+
-0.039576907721280453,
|
| 27 |
+
-0.031042671939736536,
|
| 28 |
+
-0.02997460489642182,
|
| 29 |
+
-0.02915410564971728,
|
| 30 |
+
-0.03835001242937842,
|
| 31 |
+
-0.02802381167608266
|
| 32 |
+
]
|
| 33 |
+
],
|
| 34 |
+
"std": [
|
| 35 |
+
[
|
| 36 |
+
0.9840240485333955,
|
| 37 |
+
1.0369630058509158,
|
| 38 |
+
1.3077211738329413,
|
| 39 |
+
0.9781910820406798,
|
| 40 |
+
0.9593815683814114,
|
| 41 |
+
1.0690427250537495,
|
| 42 |
+
0.9831811654899777,
|
| 43 |
+
1.0030139105693259,
|
| 44 |
+
0.9410382228102027,
|
| 45 |
+
1.0102835335540883,
|
| 46 |
+
0.9567918855139759,
|
| 47 |
+
0.9840184308800868,
|
| 48 |
+
0.9460545431142556,
|
| 49 |
+
1.0343625123637432,
|
| 50 |
+
0.9972026659995562,
|
| 51 |
+
0.9845178278494092,
|
| 52 |
+
0.982127775954673,
|
| 53 |
+
0.9875424397739129,
|
| 54 |
+
0.9974176458730358,
|
| 55 |
+
0.9332863192875079,
|
| 56 |
+
1.005191404704601
|
| 57 |
+
]
|
| 58 |
+
]
|
| 59 |
+
},
|
| 60 |
+
"width": 64,
|
| 61 |
+
"in_features": 21,
|
| 62 |
+
"out_features": 10,
|
| 63 |
+
"depth": 4,
|
| 64 |
+
"padding": 42,
|
| 65 |
+
"parameters": 11694,
|
| 66 |
+
"cert_evals": {
|
| 67 |
+
"36": 0.5453100204467773,
|
| 68 |
+
"72": 0.46184420585632324,
|
| 69 |
+
"108": 0.36724960803985596,
|
| 70 |
+
"255": 0.13831478357315063
|
| 71 |
+
}
|
| 72 |
+
}
|
UCI_N4/sdp/runs/cardiotocography-10clases/fold_3/result.json
ADDED
|
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 63,
|
| 3 |
+
"best_val_acc": 0.6740506329113924,
|
| 4 |
+
"test_acc": 0.6434714620797498,
|
| 5 |
+
"train_size": 531,
|
| 6 |
+
"val_size": 316,
|
| 7 |
+
"test_size": 1279,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.00242115593220332,
|
| 12 |
+
-0.035886080602636754,
|
| 13 |
+
-0.03572555838041413,
|
| 14 |
+
-0.01890058003766386,
|
| 15 |
+
-0.032639473446328435,
|
| 16 |
+
0.008270713935969828,
|
| 17 |
+
-0.010121798493407167,
|
| 18 |
+
0.037159613276836166,
|
| 19 |
+
-0.026031056685498998,
|
| 20 |
+
-0.0068150113747645945,
|
| 21 |
+
-0.01142061785310738,
|
| 22 |
+
-0.00994834726930324,
|
| 23 |
+
-0.03017912354048965,
|
| 24 |
+
-0.07131180037664787,
|
| 25 |
+
-0.020571447269303055,
|
| 26 |
+
-0.026240708097928056,
|
| 27 |
+
0.01977089152542346,
|
| 28 |
+
-0.0009897885122410945,
|
| 29 |
+
0.008988329585687696,
|
| 30 |
+
-0.027821750659133063,
|
| 31 |
+
0.07988433521657268
|
| 32 |
+
]
|
| 33 |
+
],
|
| 34 |
+
"std": [
|
| 35 |
+
[
|
| 36 |
+
0.9646815053252067,
|
| 37 |
+
0.9964364169189934,
|
| 38 |
+
0.8667767137648238,
|
| 39 |
+
0.9918320242400497,
|
| 40 |
+
0.9443068366192023,
|
| 41 |
+
1.0690427250537484,
|
| 42 |
+
0.9028491559082471,
|
| 43 |
+
0.9963685539925591,
|
| 44 |
+
0.9378981844514512,
|
| 45 |
+
0.9990211691032591,
|
| 46 |
+
0.9968931340694016,
|
| 47 |
+
0.9947823538218709,
|
| 48 |
+
1.01034823063542,
|
| 49 |
+
0.9491639320099594,
|
| 50 |
+
0.9768788202272297,
|
| 51 |
+
0.8919007118681375,
|
| 52 |
+
0.9486367993709804,
|
| 53 |
+
0.9697075304143699,
|
| 54 |
+
0.975375266216865,
|
| 55 |
+
0.9399010412320569,
|
| 56 |
+
0.9783943677709094
|
| 57 |
+
]
|
| 58 |
+
]
|
| 59 |
+
},
|
| 60 |
+
"width": 64,
|
| 61 |
+
"in_features": 21,
|
| 62 |
+
"out_features": 10,
|
| 63 |
+
"depth": 4,
|
| 64 |
+
"padding": 42,
|
| 65 |
+
"parameters": 11694,
|
| 66 |
+
"cert_evals": {
|
| 67 |
+
"36": 0.5574668049812317,
|
| 68 |
+
"72": 0.46520718932151794,
|
| 69 |
+
"108": 0.3838936686515808,
|
| 70 |
+
"255": 0.11806098371744156
|
| 71 |
+
}
|
| 72 |
+
}
|
UCI_N4/sdp/runs/cardiotocography-3clases/fold_0/result.json
ADDED
|
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 38,
|
| 3 |
+
"best_val_acc": 0.891640866873065,
|
| 4 |
+
"test_acc": 0.8490566037735849,
|
| 5 |
+
"train_size": 531,
|
| 6 |
+
"val_size": 323,
|
| 7 |
+
"test_size": 1272,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.030111656873823105,
|
| 12 |
+
-0.003732127118644177,
|
| 13 |
+
0.01116787758945438,
|
| 14 |
+
-0.08985611299434969,
|
| 15 |
+
-0.00846454877589486,
|
| 16 |
+
0.008270713935970052,
|
| 17 |
+
0.01860809416195951,
|
| 18 |
+
0.07714044712806034,
|
| 19 |
+
-0.005562035969867772,
|
| 20 |
+
-0.02718609557438801,
|
| 21 |
+
-0.012457818041431213,
|
| 22 |
+
0.012724705461393555,
|
| 23 |
+
-0.02157851902071565,
|
| 24 |
+
-0.007921984030131852,
|
| 25 |
+
0.03306414218455754,
|
| 26 |
+
0.04044068926553697,
|
| 27 |
+
-0.048516965348399554,
|
| 28 |
+
-0.04458778192090391,
|
| 29 |
+
-0.03123695568738192,
|
| 30 |
+
0.02170018583804156,
|
| 31 |
+
-0.018774542372881505
|
| 32 |
+
]
|
| 33 |
+
],
|
| 34 |
+
"std": [
|
| 35 |
+
[
|
| 36 |
+
1.0267196734843282,
|
| 37 |
+
1.0079165135088577,
|
| 38 |
+
0.9473557451244335,
|
| 39 |
+
0.9914796817927604,
|
| 40 |
+
1.004413984395137,
|
| 41 |
+
1.0690427250537498,
|
| 42 |
+
1.0265337126752654,
|
| 43 |
+
1.0005000887455053,
|
| 44 |
+
1.027745709308044,
|
| 45 |
+
0.9908319242282088,
|
| 46 |
+
1.0037543771306683,
|
| 47 |
+
1.0398975301195088,
|
| 48 |
+
1.0062327099761543,
|
| 49 |
+
1.0841869723664168,
|
| 50 |
+
1.0142218392015123,
|
| 51 |
+
1.151741953917099,
|
| 52 |
+
1.0734457791437295,
|
| 53 |
+
1.0354213623061976,
|
| 54 |
+
1.0200885928553527,
|
| 55 |
+
1.1205840477329363,
|
| 56 |
+
1.0030899076810105
|
| 57 |
+
]
|
| 58 |
+
]
|
| 59 |
+
},
|
| 60 |
+
"width": 64,
|
| 61 |
+
"in_features": 21,
|
| 62 |
+
"out_features": 3,
|
| 63 |
+
"depth": 4,
|
| 64 |
+
"padding": 42,
|
| 65 |
+
"parameters": 11393,
|
| 66 |
+
"cert_evals": {
|
| 67 |
+
"36": 0.8144654035568237,
|
| 68 |
+
"72": 0.775943398475647,
|
| 69 |
+
"108": 0.7327044010162354,
|
| 70 |
+
"255": 0.4520440101623535
|
| 71 |
+
}
|
| 72 |
+
}
|
UCI_N4/sdp/runs/dermatology/fold_2/result.json
ADDED
|
@@ -0,0 +1,98 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 15,
|
| 3 |
+
"best_val_acc": 0.9836065573770492,
|
| 4 |
+
"test_acc": 0.9532710280373832,
|
| 5 |
+
"train_size": 91,
|
| 6 |
+
"val_size": 61,
|
| 7 |
+
"test_size": 214,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.1286785934065936,
|
| 12 |
+
-0.052514956043955986,
|
| 13 |
+
-0.0723557912087912,
|
| 14 |
+
-0.03202061538461543,
|
| 15 |
+
-0.15349332967032966,
|
| 16 |
+
-0.020386153846153894,
|
| 17 |
+
-0.09950505494505507,
|
| 18 |
+
-0.004103824175824138,
|
| 19 |
+
0.03417917582417588,
|
| 20 |
+
0.08201997802197789,
|
| 21 |
+
-0.01447120879120871,
|
| 22 |
+
-0.022712967032967008,
|
| 23 |
+
-0.04484103296703309,
|
| 24 |
+
0.003681208791208678,
|
| 25 |
+
0.044027285714285734,
|
| 26 |
+
0.04412385714285691,
|
| 27 |
+
-0.04660575824175837,
|
| 28 |
+
-0.014315659340659313,
|
| 29 |
+
-0.02820572527472527,
|
| 30 |
+
0.03724537362637364,
|
| 31 |
+
-0.01185779120879114,
|
| 32 |
+
-0.039107373626373704,
|
| 33 |
+
0.0024179670329669205,
|
| 34 |
+
-0.015451747252747299,
|
| 35 |
+
0.002545351648351576,
|
| 36 |
+
0.08553615384615376,
|
| 37 |
+
0.017010747252747392,
|
| 38 |
+
-0.017241828571428485,
|
| 39 |
+
0.008364593406593424,
|
| 40 |
+
-0.05972478021978029,
|
| 41 |
+
0.012532417582417426,
|
| 42 |
+
0.1541118681318682,
|
| 43 |
+
0.0052391428571429075,
|
| 44 |
+
0.04806798461538459
|
| 45 |
+
]
|
| 46 |
+
],
|
| 47 |
+
"std": [
|
| 48 |
+
[
|
| 49 |
+
0.9701280514742756,
|
| 50 |
+
0.9293627837603032,
|
| 51 |
+
0.9985142789172075,
|
| 52 |
+
1.0092809883627014,
|
| 53 |
+
0.9144981766921801,
|
| 54 |
+
0.9688575910999048,
|
| 55 |
+
0.7552905986573396,
|
| 56 |
+
0.9998322435146684,
|
| 57 |
+
1.0704136812401557,
|
| 58 |
+
1.0731541860690452,
|
| 59 |
+
0.9820497437937411,
|
| 60 |
+
0.9606585652114606,
|
| 61 |
+
0.9412251138507225,
|
| 62 |
+
1.032650720921409,
|
| 63 |
+
1.0662219170916833,
|
| 64 |
+
1.0316415589934254,
|
| 65 |
+
0.8883921685550962,
|
| 66 |
+
1.0965763955898655,
|
| 67 |
+
0.9938166856011934,
|
| 68 |
+
1.0449962571399998,
|
| 69 |
+
0.9713151295619376,
|
| 70 |
+
0.916982706185695,
|
| 71 |
+
1.0485354727700578,
|
| 72 |
+
0.9633861656803218,
|
| 73 |
+
0.9854442339078262,
|
| 74 |
+
1.003978327496943,
|
| 75 |
+
1.0338310542422602,
|
| 76 |
+
0.9972909993244929,
|
| 77 |
+
1.0099891482666616,
|
| 78 |
+
0.6769782284640671,
|
| 79 |
+
0.9985019725218273,
|
| 80 |
+
0.9997718075782989,
|
| 81 |
+
1.0050250528703155,
|
| 82 |
+
0.9607093594262002
|
| 83 |
+
]
|
| 84 |
+
]
|
| 85 |
+
},
|
| 86 |
+
"width": 128,
|
| 87 |
+
"in_features": 34,
|
| 88 |
+
"out_features": 6,
|
| 89 |
+
"depth": 4,
|
| 90 |
+
"padding": 68,
|
| 91 |
+
"parameters": 36254,
|
| 92 |
+
"cert_evals": {
|
| 93 |
+
"36": 0.9018691182136536,
|
| 94 |
+
"72": 0.8598130345344543,
|
| 95 |
+
"108": 0.7803738117218018,
|
| 96 |
+
"255": 0.5233644843101501
|
| 97 |
+
}
|
| 98 |
+
}
|
UCI_N4/sdp/runs/echocardiogram/fold_3/result.json
ADDED
|
@@ -0,0 +1,50 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 7,
|
| 3 |
+
"best_val_acc": 0.7777777777777778,
|
| 4 |
+
"test_acc": 0.8089887640449438,
|
| 5 |
+
"train_size": 33,
|
| 6 |
+
"val_size": 9,
|
| 7 |
+
"test_size": 89,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.17818635454545453,
|
| 12 |
+
-0.003574454545454491,
|
| 13 |
+
0.09132509090909088,
|
| 14 |
+
-0.2657220666666666,
|
| 15 |
+
0.02064670606060603,
|
| 16 |
+
0.008581981818181823,
|
| 17 |
+
-0.001812626060606065,
|
| 18 |
+
-0.08051203030303035,
|
| 19 |
+
0.005119696969696846,
|
| 20 |
+
-0.08161054545454548
|
| 21 |
+
]
|
| 22 |
+
],
|
| 23 |
+
"std": [
|
| 24 |
+
[
|
| 25 |
+
0.65057027499482,
|
| 26 |
+
0.9932372830639454,
|
| 27 |
+
0.9917679778099099,
|
| 28 |
+
0.9657357364086732,
|
| 29 |
+
0.9330992242935773,
|
| 30 |
+
1.0185738628461445,
|
| 31 |
+
0.9305394942774076,
|
| 32 |
+
0.8664314560759948,
|
| 33 |
+
1.0688129554861598,
|
| 34 |
+
0.9233354795587926
|
| 35 |
+
]
|
| 36 |
+
]
|
| 37 |
+
},
|
| 38 |
+
"width": 32,
|
| 39 |
+
"in_features": 10,
|
| 40 |
+
"out_features": 2,
|
| 41 |
+
"depth": 4,
|
| 42 |
+
"padding": 20,
|
| 43 |
+
"parameters": 2858,
|
| 44 |
+
"cert_evals": {
|
| 45 |
+
"36": 0.7191011309623718,
|
| 46 |
+
"72": 0.5393258333206177,
|
| 47 |
+
"108": 0.449438214302063,
|
| 48 |
+
"255": 0.056179776787757874
|
| 49 |
+
}
|
| 50 |
+
}
|
UCI_N4/sdp/runs/ecoli/fold_1/result.json
ADDED
|
@@ -0,0 +1,44 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 89,
|
| 3 |
+
"best_val_acc": 0.9122807017543859,
|
| 4 |
+
"test_acc": 0.8256410256410256,
|
| 5 |
+
"train_size": 84,
|
| 6 |
+
"val_size": 57,
|
| 7 |
+
"test_size": 195,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.05841213633333324,
|
| 12 |
+
0.009642500000000023,
|
| 13 |
+
-0.1049293571428573,
|
| 14 |
+
-0.05455450000000004,
|
| 15 |
+
-0.13059923814285718,
|
| 16 |
+
-0.04276377619047619,
|
| 17 |
+
-0.11014530833333327
|
| 18 |
+
]
|
| 19 |
+
],
|
| 20 |
+
"std": [
|
| 21 |
+
[
|
| 22 |
+
1.0146171837993285,
|
| 23 |
+
1.0844043612606449,
|
| 24 |
+
0.6372989064356027,
|
| 25 |
+
1.0,
|
| 26 |
+
1.1282134026013562,
|
| 27 |
+
0.9791745837868009,
|
| 28 |
+
1.0002488772478277
|
| 29 |
+
]
|
| 30 |
+
]
|
| 31 |
+
},
|
| 32 |
+
"width": 32,
|
| 33 |
+
"in_features": 7,
|
| 34 |
+
"out_features": 8,
|
| 35 |
+
"depth": 4,
|
| 36 |
+
"padding": 14,
|
| 37 |
+
"parameters": 2168,
|
| 38 |
+
"cert_evals": {
|
| 39 |
+
"36": 0.7076923251152039,
|
| 40 |
+
"72": 0.5025641322135925,
|
| 41 |
+
"108": 0.32307693362236023,
|
| 42 |
+
"255": 0.015384616330265999
|
| 43 |
+
}
|
| 44 |
+
}
|
UCI_N4/sdp/runs/energy-y1/fold_0/result.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 30,
|
| 3 |
+
"best_val_acc": 0.875,
|
| 4 |
+
"test_acc": 0.8538135593220338,
|
| 5 |
+
"train_size": 192,
|
| 6 |
+
"val_size": 104,
|
| 7 |
+
"test_size": 472,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.04037588177083325,
|
| 12 |
+
-0.02897297395833333,
|
| 13 |
+
-0.0555741354166667,
|
| 14 |
+
-0.0014130312499998996,
|
| 15 |
+
-0.01040988541666666,
|
| 16 |
+
0.08845356250000003,
|
| 17 |
+
0.019546906250001692,
|
| 18 |
+
0.12425216145833322
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"std": [
|
| 22 |
+
[
|
| 23 |
+
1.0503259507282519,
|
| 24 |
+
1.0401598299798114,
|
| 25 |
+
0.9566204676221528,
|
| 26 |
+
1.0115106857597378,
|
| 27 |
+
0.9992947803759471,
|
| 28 |
+
0.9870322434122373,
|
| 29 |
+
0.9626025350664883,
|
| 30 |
+
1.0012373439432847
|
| 31 |
+
]
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
"width": 32,
|
| 35 |
+
"in_features": 8,
|
| 36 |
+
"out_features": 3,
|
| 37 |
+
"depth": 4,
|
| 38 |
+
"padding": 16,
|
| 39 |
+
"parameters": 2355,
|
| 40 |
+
"cert_evals": {
|
| 41 |
+
"36": 0.7817796468734741,
|
| 42 |
+
"72": 0.7182203531265259,
|
| 43 |
+
"108": 0.6144067645072937,
|
| 44 |
+
"255": 0.08050847798585892
|
| 45 |
+
}
|
| 46 |
+
}
|
UCI_N4/sdp/runs/energy-y1/fold_1/result.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 35,
|
| 3 |
+
"best_val_acc": 0.8636363636363636,
|
| 4 |
+
"test_acc": 0.8513513513513513,
|
| 5 |
+
"train_size": 192,
|
| 6 |
+
"val_size": 132,
|
| 7 |
+
"test_size": 444,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.035944025000000025,
|
| 12 |
+
0.01883181770833327,
|
| 13 |
+
0.02047402083333334,
|
| 14 |
+
0.008475244791666782,
|
| 15 |
+
2.3129646346357427e-18,
|
| 16 |
+
-9.25185853854297e-18,
|
| 17 |
+
-0.003910447916664952,
|
| 18 |
+
-0.010073338541666126
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"std": [
|
| 22 |
+
[
|
| 23 |
+
0.9212095277307366,
|
| 24 |
+
0.9229015509828643,
|
| 25 |
+
1.0465139198851874,
|
| 26 |
+
0.9891013465328523,
|
| 27 |
+
0.9993489999999986,
|
| 28 |
+
0.9993506559221339,
|
| 29 |
+
0.9981490715102995,
|
| 30 |
+
0.9882682016149288
|
| 31 |
+
]
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
"width": 32,
|
| 35 |
+
"in_features": 8,
|
| 36 |
+
"out_features": 3,
|
| 37 |
+
"depth": 4,
|
| 38 |
+
"padding": 16,
|
| 39 |
+
"parameters": 2355,
|
| 40 |
+
"cert_evals": {
|
| 41 |
+
"36": 0.8040540814399719,
|
| 42 |
+
"72": 0.727477490901947,
|
| 43 |
+
"108": 0.639639675617218,
|
| 44 |
+
"255": 0.3310810923576355
|
| 45 |
+
}
|
| 46 |
+
}
|
UCI_N4/sdp/runs/energy-y1/fold_2/result.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 28,
|
| 3 |
+
"best_val_acc": 0.865546218487395,
|
| 4 |
+
"test_acc": 0.8555798687089715,
|
| 5 |
+
"train_size": 192,
|
| 6 |
+
"val_size": 119,
|
| 7 |
+
"test_size": 457,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.06401001406250006,
|
| 12 |
+
0.06953358854166669,
|
| 13 |
+
-4.583333333418871e-07,
|
| 14 |
+
0.0678050677083333,
|
| 15 |
+
-0.0624593125,
|
| 16 |
+
0.10707533333333334,
|
| 17 |
+
0.011727677083334845,
|
| 18 |
+
-0.026863999999998927
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"std": [
|
| 22 |
+
[
|
| 23 |
+
0.9971640605357807,
|
| 24 |
+
1.016537043200003,
|
| 25 |
+
0.9590898709257725,
|
| 26 |
+
0.9858397966646458,
|
| 27 |
+
0.997395236645448,
|
| 28 |
+
0.9977770953987608,
|
| 29 |
+
1.0267126976352656,
|
| 30 |
+
1.0236092624260158
|
| 31 |
+
]
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
"width": 32,
|
| 35 |
+
"in_features": 8,
|
| 36 |
+
"out_features": 3,
|
| 37 |
+
"depth": 4,
|
| 38 |
+
"padding": 16,
|
| 39 |
+
"parameters": 2355,
|
| 40 |
+
"cert_evals": {
|
| 41 |
+
"36": 0.7724288702011108,
|
| 42 |
+
"72": 0.6717724204063416,
|
| 43 |
+
"108": 0.5076586604118347,
|
| 44 |
+
"255": 0.028446389362215996
|
| 45 |
+
}
|
| 46 |
+
}
|
UCI_N4/sdp/runs/energy-y2/fold_0/result.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 9,
|
| 3 |
+
"best_val_acc": 0.9137931034482759,
|
| 4 |
+
"test_acc": 0.841304347826087,
|
| 5 |
+
"train_size": 192,
|
| 6 |
+
"val_size": 116,
|
| 7 |
+
"test_size": 460,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.0009850791666666432,
|
| 12 |
+
0.010139916666666622,
|
| 13 |
+
0.032173687500000006,
|
| 14 |
+
-0.005650822916666537,
|
| 15 |
+
0.010409885416666669,
|
| 16 |
+
-0.06052093749999998,
|
| 17 |
+
-0.02541311979166509,
|
| 18 |
+
0.0537312500000005
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"std": [
|
| 22 |
+
[
|
| 23 |
+
1.0456101033083376,
|
| 24 |
+
1.0498619980358046,
|
| 25 |
+
0.9456106661428212,
|
| 26 |
+
0.9965179021332218,
|
| 27 |
+
0.999294780375947,
|
| 28 |
+
1.0222397484588055,
|
| 29 |
+
1.030433216371699,
|
| 30 |
+
0.995731298264168
|
| 31 |
+
]
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
"width": 32,
|
| 35 |
+
"in_features": 8,
|
| 36 |
+
"out_features": 3,
|
| 37 |
+
"depth": 4,
|
| 38 |
+
"padding": 16,
|
| 39 |
+
"parameters": 2355,
|
| 40 |
+
"cert_evals": {
|
| 41 |
+
"36": 0.7260869145393372,
|
| 42 |
+
"72": 0.541304349899292,
|
| 43 |
+
"108": 0.40869563817977905,
|
| 44 |
+
"255": 0.019565217196941376
|
| 45 |
+
}
|
| 46 |
+
}
|
UCI_N4/sdp/runs/energy-y2/fold_1/result.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 51,
|
| 3 |
+
"best_val_acc": 0.8524590163934426,
|
| 4 |
+
"test_acc": 0.8414096916299559,
|
| 5 |
+
"train_size": 192,
|
| 6 |
+
"val_size": 122,
|
| 7 |
+
"test_size": 454,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.07533532916666669,
|
| 12 |
+
-0.059394307291666594,
|
| 13 |
+
-0.017550052083333306,
|
| 14 |
+
-0.04944196875000006,
|
| 15 |
+
0.031229656250000005,
|
| 16 |
+
-0.004655374999999985,
|
| 17 |
+
0.06255218750000145,
|
| 18 |
+
1.1510416676625372e-06
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"std": [
|
| 22 |
+
[
|
| 23 |
+
1.0729275910612097,
|
| 24 |
+
1.0653863321722707,
|
| 25 |
+
0.9433869502795601,
|
| 26 |
+
1.0190501631365936,
|
| 27 |
+
0.998860917431203,
|
| 28 |
+
0.9951670891648171,
|
| 29 |
+
1.0163359360027204,
|
| 30 |
+
1.0396997731000648
|
| 31 |
+
]
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
"width": 32,
|
| 35 |
+
"in_features": 8,
|
| 36 |
+
"out_features": 3,
|
| 37 |
+
"depth": 4,
|
| 38 |
+
"padding": 16,
|
| 39 |
+
"parameters": 2355,
|
| 40 |
+
"cert_evals": {
|
| 41 |
+
"36": 0.8083699941635132,
|
| 42 |
+
"72": 0.7731277346611023,
|
| 43 |
+
"108": 0.7290748357772827,
|
| 44 |
+
"255": 0.5859030485153198
|
| 45 |
+
}
|
| 46 |
+
}
|
UCI_N4/sdp/runs/energy-y2/fold_2/result.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 12,
|
| 3 |
+
"best_val_acc": 0.8360655737704918,
|
| 4 |
+
"test_acc": 0.8590308370044053,
|
| 5 |
+
"train_size": 192,
|
| 6 |
+
"val_size": 122,
|
| 7 |
+
"test_size": 454,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.0004920619791667415,
|
| 12 |
+
0.007242729166666742,
|
| 13 |
+
-0.020474875000000007,
|
| 14 |
+
0.016951052083333352,
|
| 15 |
+
2.3129646346357427e-18,
|
| 16 |
+
0.004655458333333339,
|
| 17 |
+
0.11924057812500127,
|
| 18 |
+
0.06380555208333295
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"std": [
|
| 22 |
+
[
|
| 23 |
+
1.0283618263304504,
|
| 24 |
+
1.0335770524750947,
|
| 25 |
+
0.8923225124501564,
|
| 26 |
+
0.9833589680412395,
|
| 27 |
+
0.9993489999999986,
|
| 28 |
+
1.0280747733173587,
|
| 29 |
+
0.9999909373553216,
|
| 30 |
+
0.955311666538388
|
| 31 |
+
]
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
"width": 32,
|
| 35 |
+
"in_features": 8,
|
| 36 |
+
"out_features": 3,
|
| 37 |
+
"depth": 4,
|
| 38 |
+
"padding": 16,
|
| 39 |
+
"parameters": 2355,
|
| 40 |
+
"cert_evals": {
|
| 41 |
+
"36": 0.7753303647041321,
|
| 42 |
+
"72": 0.6431717872619629,
|
| 43 |
+
"108": 0.5088105797767639,
|
| 44 |
+
"255": 0.008810572326183319
|
| 45 |
+
}
|
| 46 |
+
}
|
UCI_N4/sdp/runs/energy-y2/fold_3/result.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 22,
|
| 3 |
+
"best_val_acc": 0.8141592920353983,
|
| 4 |
+
"test_acc": 0.8401727861771058,
|
| 5 |
+
"train_size": 192,
|
| 6 |
+
"val_size": 113,
|
| 7 |
+
"test_size": 463,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.045791585416666704,
|
| 12 |
+
0.053598781249999984,
|
| 13 |
+
0.038023489583333334,
|
| 14 |
+
0.0339023333333334,
|
| 15 |
+
-0.04163954166666667,
|
| 16 |
+
0.013966291666666672,
|
| 17 |
+
0.03909468750000155,
|
| 18 |
+
0.06716386458333357
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"std": [
|
| 22 |
+
[
|
| 23 |
+
1.0190772752310013,
|
| 24 |
+
1.0258162287916472,
|
| 25 |
+
1.0141309105461986,
|
| 26 |
+
1.0041302689502694,
|
| 27 |
+
0.998481132706467,
|
| 28 |
+
0.9782096135772306,
|
| 29 |
+
0.997298911424109,
|
| 30 |
+
1.0244022864972453
|
| 31 |
+
]
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
"width": 32,
|
| 35 |
+
"in_features": 8,
|
| 36 |
+
"out_features": 3,
|
| 37 |
+
"depth": 4,
|
| 38 |
+
"padding": 16,
|
| 39 |
+
"parameters": 2355,
|
| 40 |
+
"cert_evals": {
|
| 41 |
+
"36": 0.7904967665672302,
|
| 42 |
+
"72": 0.7235420942306519,
|
| 43 |
+
"108": 0.6630669236183167,
|
| 44 |
+
"255": 0.08855291455984116
|
| 45 |
+
}
|
| 46 |
+
}
|
UCI_N4/sdp/runs/fertility/fold_0/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 1,
|
| 3 |
+
"best_val_acc": 0.8888888888888888,
|
| 4 |
+
"test_acc": 0.8421052631578947,
|
| 5 |
+
"train_size": 25,
|
| 6 |
+
"val_size": 18,
|
| 7 |
+
"test_size": 57,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.050080199999999984,
|
| 12 |
+
-0.12364147839999998,
|
| 13 |
+
0.14793016000000006,
|
| 14 |
+
-0.32071263999999977,
|
| 15 |
+
0.1791338,
|
| 16 |
+
-0.12053400000000013,
|
| 17 |
+
0.5731312000000003,
|
| 18 |
+
-0.16074628000000002,
|
| 19 |
+
0.03862860000000002
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
1.0236052735742232,
|
| 25 |
+
0.8512034434759349,
|
| 26 |
+
0.8026475169365781,
|
| 27 |
+
0.9000012058569202,
|
| 28 |
+
0.9750796495625166,
|
| 29 |
+
0.7418187080757671,
|
| 30 |
+
0.7460504646830267,
|
| 31 |
+
0.9966002512278438,
|
| 32 |
+
0.8297482471350933
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 2,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2598,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.7894737124443054,
|
| 44 |
+
"72": 0.7017543911933899,
|
| 45 |
+
"108": 0.5614035129547119,
|
| 46 |
+
"255": 0.17543859779834747
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sdp/runs/fertility/fold_1/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 34,
|
| 3 |
+
"best_val_acc": 0.7142857142857143,
|
| 4 |
+
"test_acc": 0.7540983606557377,
|
| 5 |
+
"train_size": 25,
|
| 6 |
+
"val_size": 14,
|
| 7 |
+
"test_size": 61,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.08396883999999995,
|
| 12 |
+
0.0741850816,
|
| 13 |
+
-0.08875767999999994,
|
| 14 |
+
0.16035823999999999,
|
| 15 |
+
-0.2985557199999999,
|
| 16 |
+
0.017217679999999954,
|
| 17 |
+
-0.28656639999999994,
|
| 18 |
+
-0.012364960000000034,
|
| 19 |
+
7.200000000029405e-07
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
0.9493769176881722,
|
| 25 |
+
1.0402868069724176,
|
| 26 |
+
1.0846399428755964,
|
| 27 |
+
1.0014288942292522,
|
| 28 |
+
0.95537904,
|
| 29 |
+
1.089027811624688,
|
| 30 |
+
1.008650391054026,
|
| 31 |
+
0.9817617018642958,
|
| 32 |
+
0.9407763787630519
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 2,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2598,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.49180325865745544,
|
| 44 |
+
"72": 0.4098360538482666,
|
| 45 |
+
"108": 0.26229506731033325,
|
| 46 |
+
"255": 0.0
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sdp/runs/fertility/fold_2/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 56,
|
| 3 |
+
"best_val_acc": 0.8,
|
| 4 |
+
"test_acc": 0.7818181818181819,
|
| 5 |
+
"train_size": 25,
|
| 6 |
+
"val_size": 20,
|
| 7 |
+
"test_size": 55,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.15099352,
|
| 12 |
+
0.04121466079999998,
|
| 13 |
+
0.029586240000000055,
|
| 14 |
+
0.16035823999999999,
|
| 15 |
+
-0.059710959999999924,
|
| 16 |
+
0.29272248000000006,
|
| 17 |
+
0.09552136000000001,
|
| 18 |
+
-0.25966716,
|
| 19 |
+
-0.27897695999999994
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
0.9753651401849921,
|
| 25 |
+
1.00304651742069,
|
| 26 |
+
0.9614305510351658,
|
| 27 |
+
1.001428894229252,
|
| 28 |
+
0.9943900320852971,
|
| 29 |
+
0.9593333711047946,
|
| 30 |
+
0.911221690762852,
|
| 31 |
+
0.8623722386522275,
|
| 32 |
+
0.6562133354788506
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 2,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2598,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.6545454263687134,
|
| 44 |
+
"72": 0.5999999642372131,
|
| 45 |
+
"108": 0.5272727012634277,
|
| 46 |
+
"255": 0.16363635659217834
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sdp/runs/fertility/fold_3/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 11,
|
| 3 |
+
"best_val_acc": 0.6363636363636364,
|
| 4 |
+
"test_acc": 0.296875,
|
| 5 |
+
"train_size": 25,
|
| 6 |
+
"val_size": 11,
|
| 7 |
+
"test_size": 64,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.05008016,
|
| 12 |
+
0.16980184160000003,
|
| 13 |
+
0.029586240000000055,
|
| 14 |
+
-0.08017719999999987,
|
| 15 |
+
-0.13932587999999993,
|
| 16 |
+
0.22384639999999986,
|
| 17 |
+
-0.19104464,
|
| 18 |
+
0.23493724,
|
| 19 |
+
-0.28326872000000003
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
0.967192993888714,
|
| 25 |
+
1.0029056548149258,
|
| 26 |
+
0.9614305510351658,
|
| 27 |
+
0.981981821759731,
|
| 28 |
+
0.9879951745516705,
|
| 29 |
+
0.9393450743392652,
|
| 30 |
+
0.9552200000001204,
|
| 31 |
+
1.0881296800000002,
|
| 32 |
+
0.6448658384270962
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 2,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2598,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.234375,
|
| 44 |
+
"72": 0.203125,
|
| 45 |
+
"108": 0.125,
|
| 46 |
+
"255": 0.0
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sdp/runs/flags/fold_0/result.json
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 25,
|
| 3 |
+
"best_val_acc": 0.3333333333333333,
|
| 4 |
+
"test_acc": 0.31092436974789917,
|
| 5 |
+
"train_size": 48,
|
| 6 |
+
"val_size": 27,
|
| 7 |
+
"test_size": 119,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.2352414791666667,
|
| 12 |
+
-0.14561693750000007,
|
| 13 |
+
0.1764680979166667,
|
| 14 |
+
0.11582924333333333,
|
| 15 |
+
0.0278278833333333,
|
| 16 |
+
0.04467812499999988,
|
| 17 |
+
-0.14742766666666676,
|
| 18 |
+
-0.14850950000000007,
|
| 19 |
+
0.10914166666666664,
|
| 20 |
+
0.020176562500000023,
|
| 21 |
+
-0.14527287500000005,
|
| 22 |
+
-0.021462375000000023,
|
| 23 |
+
-0.005958499999999978,
|
| 24 |
+
-0.18136456250000013,
|
| 25 |
+
-0.1484010833333332,
|
| 26 |
+
-0.13407733333333335,
|
| 27 |
+
-0.14238879166666651,
|
| 28 |
+
-0.06353299999999999,
|
| 29 |
+
0.039132958333333315,
|
| 30 |
+
0.23061385416666677,
|
| 31 |
+
0.16322545416666676,
|
| 32 |
+
0.20470881250000014,
|
| 33 |
+
-0.04084762500000006,
|
| 34 |
+
-0.005915999999999931,
|
| 35 |
+
-0.08552499999999989,
|
| 36 |
+
0.003115083333333317,
|
| 37 |
+
-0.00012200000000005262,
|
| 38 |
+
0.016370875000000003
|
| 39 |
+
]
|
| 40 |
+
],
|
| 41 |
+
"std": [
|
| 42 |
+
[
|
| 43 |
+
0.9423798810959939,
|
| 44 |
+
0.9424971000607776,
|
| 45 |
+
1.1257258803436931,
|
| 46 |
+
1.5640772168523231,
|
| 47 |
+
0.9974256598053217,
|
| 48 |
+
1.129307049644929,
|
| 49 |
+
1.052031616542435,
|
| 50 |
+
0.7965270829416287,
|
| 51 |
+
0.9104918487062668,
|
| 52 |
+
0.9984666452987403,
|
| 53 |
+
0.9898063223282548,
|
| 54 |
+
0.9958585433814053,
|
| 55 |
+
1.0008837456871553,
|
| 56 |
+
0.8789136023594675,
|
| 57 |
+
0.8091964732150918,
|
| 58 |
+
0.9827727342487288,
|
| 59 |
+
0.6596688427296609,
|
| 60 |
+
0.858146791992489,
|
| 61 |
+
1.050181614737104,
|
| 62 |
+
1.5175473203808312,
|
| 63 |
+
0.8994410282874392,
|
| 64 |
+
1.317453200121319,
|
| 65 |
+
0.9530138431587623,
|
| 66 |
+
0.994027422565394,
|
| 67 |
+
0.9275008724551151,
|
| 68 |
+
1.0021317232904448,
|
| 69 |
+
0.9667438830883966,
|
| 70 |
+
0.9280632223285767
|
| 71 |
+
]
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"width": 128,
|
| 75 |
+
"in_features": 28,
|
| 76 |
+
"out_features": 8,
|
| 77 |
+
"depth": 4,
|
| 78 |
+
"padding": 56,
|
| 79 |
+
"parameters": 30152,
|
| 80 |
+
"cert_evals": {
|
| 81 |
+
"36": 0.1764705926179886,
|
| 82 |
+
"72": 0.10084034502506256,
|
| 83 |
+
"108": 0.07563025504350662,
|
| 84 |
+
"255": 0.008403361774981022
|
| 85 |
+
}
|
| 86 |
+
}
|
UCI_N4/sdp/runs/flags/fold_1/result.json
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 49,
|
| 3 |
+
"best_val_acc": 0.3103448275862069,
|
| 4 |
+
"test_acc": 0.3162393162393162,
|
| 5 |
+
"train_size": 48,
|
| 6 |
+
"val_size": 29,
|
| 7 |
+
"test_size": 117,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.19499710416666668,
|
| 12 |
+
-0.0022983958333333797,
|
| 13 |
+
-0.02790886250000002,
|
| 14 |
+
0.11650907499999995,
|
| 15 |
+
-0.06750504166666671,
|
| 16 |
+
-0.11583450000000012,
|
| 17 |
+
-0.10268268750000005,
|
| 18 |
+
0.02775170833333333,
|
| 19 |
+
0.26183579166666643,
|
| 20 |
+
-0.02146237499999999,
|
| 21 |
+
-0.14527287500000005,
|
| 22 |
+
0.27001018749999983,
|
| 23 |
+
-0.10226858333333351,
|
| 24 |
+
0.10011306249999985,
|
| 25 |
+
-0.3313875208333335,
|
| 26 |
+
-0.17088533333333333,
|
| 27 |
+
-0.18737783333333316,
|
| 28 |
+
-0.06353299999999996,
|
| 29 |
+
0.03913295833333332,
|
| 30 |
+
-0.008377395833333351,
|
| 31 |
+
-0.026332812499999955,
|
| 32 |
+
-0.15468943749999978,
|
| 33 |
+
0.07922083333333325,
|
| 34 |
+
0.13755950000000008,
|
| 35 |
+
-0.03367612499999993,
|
| 36 |
+
0.07865360416666665,
|
| 37 |
+
0.0827322729166666,
|
| 38 |
+
-0.1398202291666666
|
| 39 |
+
]
|
| 40 |
+
],
|
| 41 |
+
"std": [
|
| 42 |
+
[
|
| 43 |
+
1.0149211380035321,
|
| 44 |
+
1.0106590573641523,
|
| 45 |
+
0.800987362794606,
|
| 46 |
+
1.5710238762349773,
|
| 47 |
+
0.9911412389198323,
|
| 48 |
+
0.8417359860573123,
|
| 49 |
+
0.7550650019137193,
|
| 50 |
+
0.8454707572998891,
|
| 51 |
+
0.7463117905961775,
|
| 52 |
+
0.9958585433814053,
|
| 53 |
+
0.9898063223282548,
|
| 54 |
+
0.9774069853377493,
|
| 55 |
+
1.0506189728199082,
|
| 56 |
+
1.04374696833814,
|
| 57 |
+
0.41816393735262497,
|
| 58 |
+
0.8196612593038392,
|
| 59 |
+
0.596847083543995,
|
| 60 |
+
0.8581467919924893,
|
| 61 |
+
1.050181614737104,
|
| 62 |
+
0.8097533539243018,
|
| 63 |
+
0.6013621428718394,
|
| 64 |
+
0.6159775664971462,
|
| 65 |
+
1.073924939147738,
|
| 66 |
+
1.064042786035294,
|
| 67 |
+
0.9713883617826264,
|
| 68 |
+
1.1076121378365742,
|
| 69 |
+
1.021768139613268,
|
| 70 |
+
0.8455337132759265
|
| 71 |
+
]
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"width": 128,
|
| 75 |
+
"in_features": 28,
|
| 76 |
+
"out_features": 8,
|
| 77 |
+
"depth": 4,
|
| 78 |
+
"padding": 56,
|
| 79 |
+
"parameters": 30152,
|
| 80 |
+
"cert_evals": {
|
| 81 |
+
"36": 0.25641027092933655,
|
| 82 |
+
"72": 0.16239316761493683,
|
| 83 |
+
"108": 0.10256411135196686,
|
| 84 |
+
"255": 0.008547008968889713
|
| 85 |
+
}
|
| 86 |
+
}
|
UCI_N4/sdp/runs/flags/fold_2/result.json
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 1,
|
| 3 |
+
"best_val_acc": 0.07692307692307693,
|
| 4 |
+
"test_acc": 0.18333333333333332,
|
| 5 |
+
"train_size": 48,
|
| 6 |
+
"val_size": 26,
|
| 7 |
+
"test_size": 120,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.0340199583333333,
|
| 12 |
+
0.10917162499999984,
|
| 13 |
+
-0.07162090208333334,
|
| 14 |
+
0.06506778333333332,
|
| 15 |
+
-0.10921322916666676,
|
| 16 |
+
0.12493452083333324,
|
| 17 |
+
0.013654270833333296,
|
| 18 |
+
0.15594170833333318,
|
| 19 |
+
-0.04355245833333338,
|
| 20 |
+
-0.021462374999999978,
|
| 21 |
+
0.104134875,
|
| 22 |
+
0.02017656249999995,
|
| 23 |
+
0.1385066249999999,
|
| 24 |
+
0.053200124999999876,
|
| 25 |
+
0.09558083333333343,
|
| 26 |
+
0.3076187916666668,
|
| 27 |
+
0.17253487500000028,
|
| 28 |
+
0.15269966666666668,
|
| 29 |
+
0.1823765416666667,
|
| 30 |
+
0.13501729166666662,
|
| 31 |
+
0.262743825,
|
| 32 |
+
-0.06483987499999996,
|
| 33 |
+
0.19928929166666667,
|
| 34 |
+
-0.1015663333333332,
|
| 35 |
+
-0.03367612499999994,
|
| 36 |
+
0.07865360416666677,
|
| 37 |
+
0.23660444999999997,
|
| 38 |
+
0.06843458333333337
|
| 39 |
+
]
|
| 40 |
+
],
|
| 41 |
+
"std": [
|
| 42 |
+
[
|
| 43 |
+
1.0728446319744602,
|
| 44 |
+
1.004997765945125,
|
| 45 |
+
0.6738313483909325,
|
| 46 |
+
1.1276322526496132,
|
| 47 |
+
0.9889360364810051,
|
| 48 |
+
1.0737570402474663,
|
| 49 |
+
1.2301542970075396,
|
| 50 |
+
1.0335005003320021,
|
| 51 |
+
1.0268293591046207,
|
| 52 |
+
0.9958585433814053,
|
| 53 |
+
0.9898063223282548,
|
| 54 |
+
0.9984666452987404,
|
| 55 |
+
0.9021844164633743,
|
| 56 |
+
1.0235194592787966,
|
| 57 |
+
1.0911203018947113,
|
| 58 |
+
1.043398618770709,
|
| 59 |
+
1.428359917728367,
|
| 60 |
+
1.0537876663148145,
|
| 61 |
+
1.2133500974257005,
|
| 62 |
+
0.931759019467099,
|
| 63 |
+
1.699034990837401,
|
| 64 |
+
0.8618067283867119,
|
| 65 |
+
1.170282570673264,
|
| 66 |
+
0.9322841280124254,
|
| 67 |
+
0.9713883617826267,
|
| 68 |
+
1.1076121378365744,
|
| 69 |
+
1.009283746545842,
|
| 70 |
+
1.0092164745858712
|
| 71 |
+
]
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"width": 128,
|
| 75 |
+
"in_features": 28,
|
| 76 |
+
"out_features": 8,
|
| 77 |
+
"depth": 4,
|
| 78 |
+
"padding": 56,
|
| 79 |
+
"parameters": 30152,
|
| 80 |
+
"cert_evals": {
|
| 81 |
+
"36": 0.14166668057441711,
|
| 82 |
+
"72": 0.05000000447034836,
|
| 83 |
+
"108": 0.01666666753590107,
|
| 84 |
+
"255": 0.0
|
| 85 |
+
}
|
| 86 |
+
}
|
UCI_N4/sdp/runs/flags/fold_3/result.json
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 1,
|
| 3 |
+
"best_val_acc": 0.12903225806451613,
|
| 4 |
+
"test_acc": 0.08695652173913043,
|
| 5 |
+
"train_size": 48,
|
| 6 |
+
"val_size": 31,
|
| 7 |
+
"test_size": 115,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.060849604166666675,
|
| 12 |
+
-0.11376839583333333,
|
| 13 |
+
-0.09783850416666667,
|
| 14 |
+
-0.09356036875000003,
|
| 15 |
+
0.22445235416666667,
|
| 16 |
+
0.024614104166666605,
|
| 17 |
+
0.0762974583333333,
|
| 18 |
+
0.09184660416666661,
|
| 19 |
+
-0.14534854166666666,
|
| 20 |
+
-0.021462374999999978,
|
| 21 |
+
0.18727079166666663,
|
| 22 |
+
0.061815500000000016,
|
| 23 |
+
0.042196541666666705,
|
| 24 |
+
0.10011306249999992,
|
| 25 |
+
-0.08740560416666669,
|
| 26 |
+
0.0008853750000000308,
|
| 27 |
+
-0.1423887916666665,
|
| 28 |
+
-0.06353283333333333,
|
| 29 |
+
-0.10411062500000007,
|
| 30 |
+
-0.056175625000000166,
|
| 31 |
+
0.25800489583333336,
|
| 32 |
+
-0.15468943749999986,
|
| 33 |
+
0.07922083333333328,
|
| 34 |
+
-0.10156633333333316,
|
| 35 |
+
-0.08552499999999985,
|
| 36 |
+
0.0031150833333333725,
|
| 37 |
+
-0.1421576375,
|
| 38 |
+
0.0684342083333334
|
| 39 |
+
]
|
| 40 |
+
],
|
| 41 |
+
"std": [
|
| 42 |
+
[
|
| 43 |
+
1.0293582077836319,
|
| 44 |
+
0.9794406225141076,
|
| 45 |
+
0.6268224867254953,
|
| 46 |
+
0.3684227553507345,
|
| 47 |
+
1.025591356541465,
|
| 48 |
+
1.1118837703058688,
|
| 49 |
+
1.0365020313045694,
|
| 50 |
+
1.0275207215403601,
|
| 51 |
+
1.0856923338143685,
|
| 52 |
+
0.9958585433814053,
|
| 53 |
+
0.9757408637342995,
|
| 54 |
+
0.9993344999999996,
|
| 55 |
+
0.9714914160365958,
|
| 56 |
+
1.0437469683381402,
|
| 57 |
+
0.8943692877865511,
|
| 58 |
+
1.023515389848972,
|
| 59 |
+
0.6596688427296608,
|
| 60 |
+
1.0084428269148291,
|
| 61 |
+
0.8321700190516114,
|
| 62 |
+
0.7587733649056444,
|
| 63 |
+
1.7047553305488228,
|
| 64 |
+
0.615977566497146,
|
| 65 |
+
1.073924939147738,
|
| 66 |
+
0.9322841280124254,
|
| 67 |
+
0.9275008724551151,
|
| 68 |
+
1.0021317232904448,
|
| 69 |
+
0.8580294890796403,
|
| 70 |
+
1.071739861024061
|
| 71 |
+
]
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"width": 128,
|
| 75 |
+
"in_features": 28,
|
| 76 |
+
"out_features": 8,
|
| 77 |
+
"depth": 4,
|
| 78 |
+
"padding": 56,
|
| 79 |
+
"parameters": 30152,
|
| 80 |
+
"cert_evals": {
|
| 81 |
+
"36": 0.052173912525177,
|
| 82 |
+
"72": 0.043478257954120636,
|
| 83 |
+
"108": 0.0,
|
| 84 |
+
"255": 0.0
|
| 85 |
+
}
|
| 86 |
+
}
|
UCI_N4/sdp/runs/glass/fold_0/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 38,
|
| 3 |
+
"best_val_acc": 0.5675675675675675,
|
| 4 |
+
"test_acc": 0.47580645161290325,
|
| 5 |
+
"train_size": 53,
|
| 6 |
+
"val_size": 37,
|
| 7 |
+
"test_size": 124,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.012939788679245282,
|
| 12 |
+
0.04699466943396226,
|
| 13 |
+
0.04250909433962263,
|
| 14 |
+
-0.01625201207547179,
|
| 15 |
+
-0.03750319433962267,
|
| 16 |
+
-0.18787082075471698,
|
| 17 |
+
0.06524139433962263,
|
| 18 |
+
-0.040507150943396124,
|
| 19 |
+
-0.2307195471698114
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
0.801738486196533,
|
| 25 |
+
0.8467082620054888,
|
| 26 |
+
0.9820084649167357,
|
| 27 |
+
0.9338214241369891,
|
| 28 |
+
0.8598618475288062,
|
| 29 |
+
0.3955791139166082,
|
| 30 |
+
0.8724031270593463,
|
| 31 |
+
0.8657099216828293,
|
| 32 |
+
0.7013424696367202
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 6,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2674,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.2983870804309845,
|
| 44 |
+
"72": 0.20967741310596466,
|
| 45 |
+
"108": 0.14516128599643707,
|
| 46 |
+
"255": 0.04838709533214569
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sdp/runs/glass/fold_1/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 11,
|
| 3 |
+
"best_val_acc": 0.4666666666666667,
|
| 4 |
+
"test_acc": 0.33587786259541985,
|
| 5 |
+
"train_size": 53,
|
| 6 |
+
"val_size": 30,
|
| 7 |
+
"test_size": 131,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.06851211245283018,
|
| 12 |
+
-0.15009423962264148,
|
| 13 |
+
0.02275701132075471,
|
| 14 |
+
-0.11148559811320762,
|
| 15 |
+
0.16614626415094338,
|
| 16 |
+
0.138459841509434,
|
| 17 |
+
-0.08099267547169811,
|
| 18 |
+
0.036904622641509635,
|
| 19 |
+
-0.12809118867924535
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
0.8515731555985958,
|
| 25 |
+
0.9581970001358434,
|
| 26 |
+
0.9640671504859841,
|
| 27 |
+
0.9248622429706228,
|
| 28 |
+
0.9755758770264732,
|
| 29 |
+
1.357781655818288,
|
| 30 |
+
0.8022445220282372,
|
| 31 |
+
1.1525134057528226,
|
| 32 |
+
0.8492428385949199
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 6,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2674,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.07633587718009949,
|
| 44 |
+
"72": 0.05343511328101158,
|
| 45 |
+
"108": 0.030534351244568825,
|
| 46 |
+
"255": 0.007633587811142206
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sdp/runs/glass/fold_2/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 1,
|
| 3 |
+
"best_val_acc": 0.4230769230769231,
|
| 4 |
+
"test_acc": 0.4,
|
| 5 |
+
"train_size": 53,
|
| 6 |
+
"val_size": 26,
|
| 7 |
+
"test_size": 135,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.17342035830188673,
|
| 12 |
+
0.10083030188679246,
|
| 13 |
+
-0.0808434981132076,
|
| 14 |
+
-0.019653658490565933,
|
| 15 |
+
-0.19072764905660378,
|
| 16 |
+
0.02794728113207545,
|
| 17 |
+
0.12344338867924527,
|
| 18 |
+
-0.06403424528301871,
|
| 19 |
+
0.22045922641509424
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
1.2137577085998512,
|
| 25 |
+
0.8431029761509528,
|
| 26 |
+
1.0333305367739407,
|
| 27 |
+
1.0160914345283907,
|
| 28 |
+
1.0137208401349003,
|
| 29 |
+
1.2887142840709145,
|
| 30 |
+
1.1306321303495666,
|
| 31 |
+
0.9397607053756946,
|
| 32 |
+
1.2490718777482173
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 6,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2674,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.2518518567085266,
|
| 44 |
+
"72": 0.051851850003004074,
|
| 45 |
+
"108": 0.0,
|
| 46 |
+
"255": 0.0
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sdp/runs/glass/fold_3/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 23,
|
| 3 |
+
"best_val_acc": 0.4642857142857143,
|
| 4 |
+
"test_acc": 0.41353383458646614,
|
| 5 |
+
"train_size": 53,
|
| 6 |
+
"val_size": 28,
|
| 7 |
+
"test_size": 133,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.09789963037735849,
|
| 12 |
+
-0.25360606113207534,
|
| 13 |
+
-0.0009194132075472026,
|
| 14 |
+
0.04837090226415086,
|
| 15 |
+
0.10451545471698113,
|
| 16 |
+
0.3782897773584904,
|
| 17 |
+
-0.08351155283018871,
|
| 18 |
+
-0.02570778301886777,
|
| 19 |
+
0.11976666037735839
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
0.9830235331660265,
|
| 25 |
+
0.9613168258565478,
|
| 26 |
+
1.0022618468949342,
|
| 27 |
+
0.9817559883419383,
|
| 28 |
+
1.0203488325490284,
|
| 29 |
+
1.7842263867081236,
|
| 30 |
+
1.0422858738909424,
|
| 31 |
+
0.9054813684433138,
|
| 32 |
+
1.1073266176346976
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 6,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2674,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.21052631735801697,
|
| 44 |
+
"72": 0.030075188726186752,
|
| 45 |
+
"108": 0.0,
|
| 46 |
+
"255": 0.0
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sdp/runs/haberman-survival/fold_0/result.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 21,
|
| 3 |
+
"best_val_acc": 0.782608695652174,
|
| 4 |
+
"test_acc": 0.7391304347826086,
|
| 5 |
+
"train_size": 76,
|
| 6 |
+
"val_size": 46,
|
| 7 |
+
"test_size": 184,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.056303715789473636,
|
| 12 |
+
0.11814425789473684,
|
| 13 |
+
0.07505885618421046
|
| 14 |
+
]
|
| 15 |
+
],
|
| 16 |
+
"std": [
|
| 17 |
+
[
|
| 18 |
+
1.071529133459213,
|
| 19 |
+
0.9640121301272397,
|
| 20 |
+
1.1153002449883138
|
| 21 |
+
]
|
| 22 |
+
]
|
| 23 |
+
},
|
| 24 |
+
"width": 32,
|
| 25 |
+
"in_features": 3,
|
| 26 |
+
"out_features": 2,
|
| 27 |
+
"depth": 4,
|
| 28 |
+
"padding": 10,
|
| 29 |
+
"parameters": 1558,
|
| 30 |
+
"cert_evals": {
|
| 31 |
+
"36": 0.45108696818351746,
|
| 32 |
+
"72": 0.11413043737411499,
|
| 33 |
+
"108": 0.016304347664117813,
|
| 34 |
+
"255": 0.0
|
| 35 |
+
}
|
| 36 |
+
}
|
UCI_N4/sdp/runs/haberman-survival/fold_1/result.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 63,
|
| 3 |
+
"best_val_acc": 0.7441860465116279,
|
| 4 |
+
"test_acc": 0.6737967914438503,
|
| 5 |
+
"train_size": 76,
|
| 6 |
+
"val_size": 43,
|
| 7 |
+
"test_size": 187,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.10623882105263147,
|
| 12 |
+
0.09384808421052634,
|
| 13 |
+
0.007344408815789407
|
| 14 |
+
]
|
| 15 |
+
],
|
| 16 |
+
"std": [
|
| 17 |
+
[
|
| 18 |
+
1.0605035134671559,
|
| 19 |
+
1.0869710980458733,
|
| 20 |
+
1.1078408305262222
|
| 21 |
+
]
|
| 22 |
+
]
|
| 23 |
+
},
|
| 24 |
+
"width": 32,
|
| 25 |
+
"in_features": 3,
|
| 26 |
+
"out_features": 2,
|
| 27 |
+
"depth": 4,
|
| 28 |
+
"padding": 10,
|
| 29 |
+
"parameters": 1558,
|
| 30 |
+
"cert_evals": {
|
| 31 |
+
"36": 0.31016042828559875,
|
| 32 |
+
"72": 0.04278074949979782,
|
| 33 |
+
"108": 0.03208556026220322,
|
| 34 |
+
"255": 0.0
|
| 35 |
+
}
|
| 36 |
+
}
|
UCI_N4/sdp/runs/haberman-survival/fold_2/result.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 11,
|
| 3 |
+
"best_val_acc": 0.8867924528301887,
|
| 4 |
+
"test_acc": 0.7005649717514124,
|
| 5 |
+
"train_size": 76,
|
| 6 |
+
"val_size": 53,
|
| 7 |
+
"test_size": 177,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.06604734605263156,
|
| 12 |
+
-0.015483576315789458,
|
| 13 |
+
0.01100456263157891
|
| 14 |
+
]
|
| 15 |
+
],
|
| 16 |
+
"std": [
|
| 17 |
+
[
|
| 18 |
+
1.0531764871263751,
|
| 19 |
+
0.9959949318361989,
|
| 20 |
+
0.8640777726923776
|
| 21 |
+
]
|
| 22 |
+
]
|
| 23 |
+
},
|
| 24 |
+
"width": 32,
|
| 25 |
+
"in_features": 3,
|
| 26 |
+
"out_features": 2,
|
| 27 |
+
"depth": 4,
|
| 28 |
+
"padding": 10,
|
| 29 |
+
"parameters": 1558,
|
| 30 |
+
"cert_evals": {
|
| 31 |
+
"36": 0.49152541160583496,
|
| 32 |
+
"72": 0.10169491171836853,
|
| 33 |
+
"108": 0.011299435049295425,
|
| 34 |
+
"255": 0.0
|
| 35 |
+
}
|
| 36 |
+
}
|
UCI_N4/sdp/runs/haberman-survival/fold_3/result.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 17,
|
| 3 |
+
"best_val_acc": 0.4864864864864865,
|
| 4 |
+
"test_acc": 0.5647668393782384,
|
| 5 |
+
"train_size": 76,
|
| 6 |
+
"val_size": 37,
|
| 7 |
+
"test_size": 193,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.03016957763157897,
|
| 12 |
+
-0.13291423947368405,
|
| 13 |
+
0.01283475092105254
|
| 14 |
+
]
|
| 15 |
+
],
|
| 16 |
+
"std": [
|
| 17 |
+
[
|
| 18 |
+
1.0380766725977404,
|
| 19 |
+
1.0963438485094303,
|
| 20 |
+
1.0823191968380823
|
| 21 |
+
]
|
| 22 |
+
]
|
| 23 |
+
},
|
| 24 |
+
"width": 32,
|
| 25 |
+
"in_features": 3,
|
| 26 |
+
"out_features": 2,
|
| 27 |
+
"depth": 4,
|
| 28 |
+
"padding": 10,
|
| 29 |
+
"parameters": 1558,
|
| 30 |
+
"cert_evals": {
|
| 31 |
+
"36": 0.19170984625816345,
|
| 32 |
+
"72": 0.05181346833705902,
|
| 33 |
+
"108": 0.0,
|
| 34 |
+
"255": 0.0
|
| 35 |
+
}
|
| 36 |
+
}
|
UCI_N4/sdp/runs/hayes-roth/fold_0/result.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 16,
|
| 3 |
+
"best_val_acc": 0.8529411764705882,
|
| 4 |
+
"test_acc": 0.6938775510204082,
|
| 5 |
+
"train_size": 28,
|
| 6 |
+
"val_size": 34,
|
| 7 |
+
"test_size": 98,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-2.0777030889413645e-15,
|
| 12 |
+
-2.0142617732484982e-15,
|
| 13 |
+
-2.0142617732484982e-15
|
| 14 |
+
]
|
| 15 |
+
],
|
| 16 |
+
"std": [
|
| 17 |
+
[
|
| 18 |
+
0.9711863730167035,
|
| 19 |
+
0.9711863730167036,
|
| 20 |
+
0.9711863730167035
|
| 21 |
+
]
|
| 22 |
+
]
|
| 23 |
+
},
|
| 24 |
+
"width": 32,
|
| 25 |
+
"in_features": 3,
|
| 26 |
+
"out_features": 3,
|
| 27 |
+
"depth": 4,
|
| 28 |
+
"padding": 10,
|
| 29 |
+
"parameters": 1569,
|
| 30 |
+
"cert_evals": {
|
| 31 |
+
"36": 0.1428571343421936,
|
| 32 |
+
"72": 0.06122449040412903,
|
| 33 |
+
"108": 0.020408162847161293,
|
| 34 |
+
"255": 0.0
|
| 35 |
+
}
|
| 36 |
+
}
|
UCI_N4/sdp/runs/hayes-roth/fold_1/result.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 43,
|
| 3 |
+
"best_val_acc": 0.6,
|
| 4 |
+
"test_acc": 0.5327102803738317,
|
| 5 |
+
"train_size": 28,
|
| 6 |
+
"val_size": 25,
|
| 7 |
+
"test_size": 107,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-2.0777030889413645e-15,
|
| 12 |
+
-2.0142617732484982e-15,
|
| 13 |
+
-2.0142617732484982e-15
|
| 14 |
+
]
|
| 15 |
+
],
|
| 16 |
+
"std": [
|
| 17 |
+
[
|
| 18 |
+
0.9711863730167035,
|
| 19 |
+
0.9711863730167036,
|
| 20 |
+
0.9711863730167035
|
| 21 |
+
]
|
| 22 |
+
]
|
| 23 |
+
},
|
| 24 |
+
"width": 32,
|
| 25 |
+
"in_features": 3,
|
| 26 |
+
"out_features": 3,
|
| 27 |
+
"depth": 4,
|
| 28 |
+
"padding": 10,
|
| 29 |
+
"parameters": 1569,
|
| 30 |
+
"cert_evals": {
|
| 31 |
+
"36": 0.09345793724060059,
|
| 32 |
+
"72": 0.028037382289767265,
|
| 33 |
+
"108": 0.018691588193178177,
|
| 34 |
+
"255": 0.0
|
| 35 |
+
}
|
| 36 |
+
}
|
UCI_N4/sdp/runs/hayes-roth/fold_2/result.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 65,
|
| 3 |
+
"best_val_acc": 0.5,
|
| 4 |
+
"test_acc": 0.5192307692307693,
|
| 5 |
+
"train_size": 28,
|
| 6 |
+
"val_size": 28,
|
| 7 |
+
"test_size": 104,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-2.0777030889413645e-15,
|
| 12 |
+
-2.0142617732484982e-15,
|
| 13 |
+
-2.0142617732484982e-15
|
| 14 |
+
]
|
| 15 |
+
],
|
| 16 |
+
"std": [
|
| 17 |
+
[
|
| 18 |
+
0.9711863730167035,
|
| 19 |
+
0.9711863730167036,
|
| 20 |
+
0.9711863730167035
|
| 21 |
+
]
|
| 22 |
+
]
|
| 23 |
+
},
|
| 24 |
+
"width": 32,
|
| 25 |
+
"in_features": 3,
|
| 26 |
+
"out_features": 3,
|
| 27 |
+
"depth": 4,
|
| 28 |
+
"padding": 10,
|
| 29 |
+
"parameters": 1569,
|
| 30 |
+
"cert_evals": {
|
| 31 |
+
"36": 0.4326923191547394,
|
| 32 |
+
"72": 0.3076923191547394,
|
| 33 |
+
"108": 0.01923076994717121,
|
| 34 |
+
"255": 0.0
|
| 35 |
+
}
|
| 36 |
+
}
|