original_model_weights
stringclasses 10
values | original_metrics
stringclasses 10
values | modified_model_weights
stringlengths 2.97k
9.63k
| modified_metrics
stringclasses 16
values |
|---|---|---|---|
{"network.0.weight": [[0.659933, 0.360959, 0.181064, 0.359218, -0.377529], [0.133878, 0.239543, -0.209697, 0.257079, -0.245522], [0.14889, 0.488681, 0.046658, 0.382977, -0.338261], [-0.419369, -0.468396, -0.446498, -0.329506, 0.08609], [0.423158, 0.446084, -0.075705, 0.215158, -0.114889], [0.682714, 0.401572, 0.120857, 0.29055, -0.278807], [-0.262382, -0.431083, -0.003357, -0.13978, 0.454947], [-0.240371, 0.546514, -0.151533, -0.199606, 0.354756]], "network.0.bias": [0.404148, -0.050084, 0.030636, 0.24696, -0.002372, 0.330211, 0.105198, -0.216104], "network.2.weight": [[0.334684, -0.085484, 0.254184, 0.23336, 0.170613, 0.499951, 0.037701, 0.463391], [0.138585, 0.118082, -0.214164, 0.232546, -0.183597, -0.411939, 0.14737, -0.016034], [0.444215, 0.279048, 0.376766, -0.125829, 0.245251, 0.311476, -0.481083, 0.027934], [0.559451, -0.264032, 0.354099, 0.306925, 0.219454, 0.199638, -0.503681, 0.326931], [-0.162953, 0.298177, 0.031284, -0.186247, 0.214849, -0.274147, 0.520294, -0.432477], [0.172186, 0.254556, -0.034122, 0.275281, -0.10408, 0.481787, -0.534052, -0.268437], [0.551075, 0.35141, 0.269436, -0.062243, 0.381864, 0.146411, -0.006746, -0.063569], [-0.12834, -0.005423, -0.064079, -0.325053, 0.218497, -0.140995, -0.030974, -0.113806]], "network.2.bias": [-0.068315, 0.128741, 0.005614, 0.365642, 0.189258, 0.422807, 0.18765, 0.249889], "network.4.weight": [[0.472227, 0.161111, 0.023232, 0.561616, -0.033202, 0.573781, 0.129114, 0.089945], [0.538404, -0.078812, 0.379588, -0.006459, -0.440423, 0.160649, 0.131001, -0.508676], [0.106251, 0.190908, -0.151853, -0.471486, 0.339357, -0.238184, 0.022175, 0.295717], [0.275673, -0.058706, 0.279154, 0.125375, 0.042594, 0.374521, 0.109175, -0.472405], [0.451962, -0.519664, 0.454326, 0.529746, -0.34655, 0.545874, 0.359109, -0.363836], [0.573691, -0.487368, 0.461747, 0.02164, -0.487054, -0.019745, 0.476193, -0.040555], [0.2046, 0.314079, -0.078213, 0.038523, -0.188777, 0.259349, 0.020882, -0.259246], [0.330833, -0.179943, 0.354067, 0.541573, -0.566621, 0.340527, 0.374101, -0.311289]], "network.4.bias": [-0.192005, -0.02258, 0.435919, 0.394448, -0.125849, 0.098838, 0.509832, -0.07963], "network.6.weight": [[-0.2752, 0.083914, 0.318464, 0.368776, -0.029996, -0.151052, 0.007936, -0.014133], [0.51337, 0.12356, -0.303023, 0.084552, 0.521565, 0.309397, -0.031006, 0.390414], [-0.01205, 0.1238, 0.394018, 0.464351, -0.360671, -0.064487, 0.181833, -0.344366], [-0.515917, -0.234692, 0.099516, 0.187827, 0.005966, -0.149111, 0.388634, -0.162965], [0.106354, 0.140038, -0.561286, 0.529279, 0.54331, 0.465394, 0.029083, 0.396744], [-0.109672, -0.381774, 0.430685, 0.119516, -0.304653, 0.043469, 0.33839, -0.136322], [0.225065, 0.329805, -0.324795, 0.174193, 0.562951, 0.568826, 0.186468, 0.180562], [-0.28935, -0.317858, 0.418893, 0.428052, -0.133481, 0.255448, 0.289745, -0.394323]], "network.6.bias": [-0.093584, 0.282778, 0.384168, 0.1162, -0.125511, 0.325185, 0.121286, 0.051438], "network.8.weight": [[-0.21091, 0.550311, -0.05223, -0.395377, 0.377477, -0.315255, 0.43275, -0.423595], [-0.060606, 0.059433, -0.192965, -0.228237, 0.175695, -0.448664, 0.429152, 0.065212], [0.415507, 0.070262, 0.210451, -0.138886, -0.136172, 0.276816, -0.208114, -0.169682], [0.212561, -0.079691, 0.351974, -0.149892, 0.110864, -0.145637, 0.039743, -0.061254], [-0.410767, 0.008816, -0.32825, -0.38363, 0.337768, -0.160139, 0.355162, -0.26883], [0.124881, 0.208688, -0.200094, -0.515704, 0.468595, -0.477194, 0.108713, 0.02112], [-0.277986, -0.159027, 0.047236, 0.273242, -0.408897, 0.224607, -0.004289, 0.370256], [0.169977, 0.121377, 0.316346, 0.050248, -0.235717, 0.13654, -0.181509, -0.006558]], "network.8.bias": [-0.082943, 0.299391, -0.210029, -0.237824, -0.012325, -0.183417, 0.446766, 0.313542], "network.10.weight": [[0.535843, 0.379961, -0.228125, 0.238478, 0.254124, 0.495133, -0.502405, -0.483568], [0.464162, 0.228809, -0.08281, 0.012755, 0.407444, -0.081671, 0.073443, -0.302414], [0.395002, 0.190611, -0.310948, -0.221188, 0.21721, 0.049665, -0.032319, -0.228776], [-0.137184, -0.062031, -0.198441, -0.074938, -0.006204, -0.292817, 0.014971, 0.037986], [-0.1232, 0.147616, 0.268022, 0.125108, -0.459997, 0.109557, 0.127923, -0.042201], [-0.138151, 0.077418, 0.178265, 0.127047, -0.012128, 0.286138, 0.497266, 0.246046], [-0.287189, 0.418145, -0.324614, -0.100712, -0.22485, -0.226831, 0.489159, 0.395963], [0.066651, 0.570615, -0.142015, -0.045448, 0.353189, -0.099419, -0.478161, -0.354718]], "network.10.bias": [0.188397, -0.116314, -0.311252, 0.153468, -0.082666, -0.148759, 0.231849, -0.407893], "network.12.weight": [[-0.518136, -0.5509, -0.204355, 0.186124, 0.025468, 0.016818, 0.472497, -0.279186]], "network.12.bias": [0.293534]}
|
{"alternating": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8607142857142858, "precision": 0.28110599078341014, "recall": 0.61, "f1": 0.38485804416403785, "tp": 61, "fp": 156, "fn": 39, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.805, "precision": 0.10138248847926268, "recall": 0.22, "f1": 0.13880126182965302, "tp": 22, "fp": 195, "fn": 78, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8364285714285714, "precision": 0.20276497695852536, "recall": 0.44, "f1": 0.27760252365930604, "tp": 44, "fp": 173, "fn": 56, "tn": 1127, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7807142857142857, "precision": 0.02304147465437788, "recall": 0.05, "f1": 0.031545741324921134, "tp": 5, "fp": 212, "fn": 95, "tn": 1088, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8007142857142857, "precision": 0.08755760368663594, "recall": 0.19, "f1": 0.1198738170347003, "tp": 19, "fp": 198, "fn": 81, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.775, "precision": 0.004608294930875576, "recall": 0.01, "f1": 0.006309148264984228, "tp": 1, "fp": 216, "fn": 99, "tn": 1084, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8533333333333334, "precision": 0.3089171974522293, "recall": 0.97, "f1": 0.4685990338164251, "tp": 97, "fp": 217, "fn": 3, "tn": 1183, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8421428571428572, "precision": 0.22119815668202766, "recall": 0.48, "f1": 0.3028391167192429, "tp": 48, "fp": 169, "fn": 52, "tn": 1131, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7835714285714286, "precision": 0.03225806451612903, "recall": 0.07, "f1": 0.04416403785488959, "tp": 7, "fp": 210, "fn": 93, "tn": 1090, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8003911564625852, "macro_precision": 0.09020244629596239, "macro_recall": 0.21714285714285714, "macro_f1": 0.12675662319058287, "micro_accuracy": 0.8006598984771574, "micro_precision": 0.09696969696969697, "micro_recall": 0.21714285714285714, "micro_f1": 0.13406835722160967}}
|
{"network.0.weight": [[-0.16485358774662018, -0.008002448827028275, 0.027268260717391968, 0.07888327538967133, 0.0973476693034172], [0.02180975116789341, 0.010007045231759548, 0.06438732892274857, -0.1722697913646698, -0.020487766712903976], [0.07481422275304794, 0.10679745674133301, 0.028897004202008247, 0.04419117793440819, 0.007557502947747707], [-0.17023010551929474, -0.02717285230755806, 0.02602512203156948, 0.06384433060884476, 0.10337328165769577], [0.0663364976644516, 0.004447571001946926, 0.03141441196203232, -0.18683496117591858, -0.04818632826209068], [0.07384801656007767, 0.07380158454179764, 0.019554028287529945, 0.11340980231761932, 0.0015497421845793724], [-0.16522473096847534, -0.08616970479488373, 0.03878879174590111, 0.002215679967775941, 0.08379709720611572], [0.14575853943824768, 0.01891166716814041, 0.03358890861272812, -0.12844741344451904, -0.056421633809804916]], "network.0.bias": [0.022229144349694252, 0.021294569596648216, 0.04650549963116646, 0.031003190204501152, 0.030542774125933647, 0.02960674837231636, 0.036847811192274094, 0.008206662721931934], "network.10.weight": [[-0.022658422589302063, 0.09766914695501328, 0.07373537123203278, 0.08450466394424438, 0.010336513631045818, 0.04857296124100685, -0.11380285024642944, -0.04190972447395325], [-0.01452803798019886, 0.1063581258058548, 0.05630676820874214, 0.06474098563194275, -0.012296424247324467, 0.056049712002277374, -0.1125398725271225, -0.06614727526903152], [-0.006686999928206205, 0.0868430808186531, 0.048894546926021576, 0.04683602973818779, 0.013714811764657497, 0.07887440174818039, -0.11360788345336914, -0.011082503944635391], [0.03213995322585106, 0.08262605965137482, 0.049025870859622955, 0.0562930665910244, -0.0610753670334816, 0.08703916519880295, -0.11155197769403458, -0.02681170403957367], [0.015337727963924408, 0.08131860196590424, 0.06099306046962738, 0.040976572781801224, -0.009446733631193638, 0.08525819331407547, -0.11492910981178284, 0.0019033014541491866], [0.044386133551597595, 0.042392414063215256, 0.06362561136484146, 0.06616396456956863, -0.001985822804272175, 0.05991712585091591, -0.07809404283761978, -0.01583436131477356], [0.07014681398868561, 0.03477785363793373, 0.05167770013213158, 0.05442385748028755, 0.008050206117331982, 0.029369724914431572, -0.09414234757423401, 0.0033942130394279957], [0.05153544992208481, 0.02664242684841156, 0.03431573510169983, 0.07136544585227966, 0.017132174223661423, 0.024233629927039146, -0.11541120707988739, 0.04271369054913521]], "network.10.bias": [0.019019199535250664, 0.0004664859443437308, -0.01651526428759098, -0.026372211053967476, -0.00864091794937849, -0.02621402032673359, 0.0009989789687097073, 0.013833471573889256], "network.12.weight": [[0.08595187216997147, -0.023421870544552803, 0.05179430916905403, 0.05776776373386383, 0.002487379126250744, 0.02112116478383541, -0.09433139115571976, 0.023517314344644547]], "network.12.bias": [0.022234855219721794], "network.2.weight": [[0.05369704216718674, -0.012969296425580978, 0.02725287899374962, 0.051999349147081375, 0.024051181972026825, 0.024502677842974663, -0.08421395719051361, 0.016468552872538567], [0.051372069865465164, 0.007720490451902151, 0.025233672931790352, 0.06208571046590805, 0.02707342430949211, 0.023102259263396263, -0.07703439146280289, 0.012407520785927773], [0.033350683748722076, 0.01507596392184496, 0.024480216205120087, 0.0567159540951252, 0.006997427903115749, 0.02686547301709652, -0.08446359634399414, 0.03282560035586357], [0.03612295910716057, 0.0038434204179793596, 0.04259355738759041, 0.05085078254342079, 0.011590535752475262, 0.014172268100082874, -0.0706368014216423, 0.052172839641571045], [0.03978923335671425, 0.0018232830334454775, 0.04491374269127846, 0.04181978479027748, 0.021282441914081573, -0.006288448814302683, -0.0747155174612999, 0.04398369789123535], [0.0441761389374733, 0.02751842513680458, 0.041470956057310104, 0.037539102137088776, 0.011272626928985119, -0.0007003048085607588, -0.07125718891620636, 0.04039851948618889], [0.05629441514611244, 0.03568550571799278, 0.036543574184179306, 0.03020104579627514, 0.010915885679423809, -0.013910229317843914, -0.027061723172664642, 0.041610781103372574], [0.05608070641756058, 0.020009156316518784, 0.037910886108875275, 0.04141615331172943, 0.018483992666006088, 0.01631282828748226, -0.020954351872205734, 0.049094151705503464]], "network.2.bias": [0.012279354967176914, 0.018257813528180122, 0.012973816134035587, 0.006330495234578848, 0.010805611498653889, 0.01073376927524805, 0.017688041552901268, 0.003705525305122137], "network.4.weight": [[0.06148777902126312, 0.04461001232266426, 0.037017181515693665, 0.035585734993219376, 0.021571308374404907, 0.00778351491317153, -0.02008729614317417, 0.046211350709199905], [0.06943026930093765, 0.04892788454890251, 0.038590528070926666, 0.026804523542523384, 0.030747897922992706, -0.0004013130092062056, -0.003845370840281248, 0.048864029347896576], [0.07056384533643723, 0.10684763640165329, 0.013811897486448288, 0.0266758743673563, 0.024957116693258286, -0.006426373962312937, -0.013501414097845554, 0.03264005854725838], [0.04490350931882858, 0.031976137310266495, 0.03236652538180351, 0.034594129770994186, 0.014103532768785954, 0.022964710369706154, -0.0034805326722562313, 0.041091982275247574], [0.05584292113780975, 0.027398301288485527, 0.050651781260967255, 0.03343088552355766, 0.00910861138254404, 0.008981307037174702, 0.00777919078245759, 0.04086341708898544], [0.0527607798576355, 0.026824969798326492, 0.05042476952075958, 0.02681484818458557, 0.005079665221273899, -0.0035896622575819492, 0.01096393819898367, 0.02425990253686905], [0.05557851493358612, 0.046223778277635574, 0.030257198959589005, 0.016777394339442253, 0.015249866060912609, -0.011503408662974834, 0.0012862744042649865, 0.03213336691260338], [0.028727088123559952, 0.022982411086559296, 0.040128666907548904, 0.008433274924755096, -0.007092173211276531, 0.005317998584359884, -0.008147378452122211, 0.03048468753695488]], "network.4.bias": [0.00039727005059830844, -0.013656548224389553, 0.019277790561318398, 0.035048503428697586, 0.037355680018663406, 0.02841087058186531, 0.045324843376874924, 0.023963939398527145], "network.6.weight": [[0.04664042592048645, 0.03900538757443428, 0.03400879353284836, -0.0002765870885923505, 0.0012435400858521461, 0.012886610813438892, 0.013089071027934551, 0.03230768069624901], [0.06531684845685959, 0.025608770549297333, 0.04661274701356888, 0.0012932707322761416, 0.019983012229204178, -0.013132269494235516, -0.004336727317422628, 0.017704453319311142], [0.0663013905286789, 0.03145540505647659, 0.037265703082084656, 0.006434864364564419, 0.010898961685597897, -0.012595905922353268, -0.003866934683173895, 0.03126731887459755], [0.04223423823714256, 0.03783979266881943, 0.02646021731197834, 0.008417995646595955, -0.0028938548639416695, -0.011255468241870403, -0.00542637100443244, 0.024928901344537735], [0.04071222245693207, 0.030170094221830368, 0.027683567255735397, 0.013594928197562695, -0.002515857107937336, -0.01324308943003416, -0.001656522392295301, 0.01576533168554306], [0.04361090064048767, 0.02045370638370514, 0.03521483764052391, 0.015171035192906857, -0.004269295372068882, -0.005443158093839884, -0.008588274009525776, 0.017591284587979317], [0.04350655898451805, 0.02524644508957863, 0.027052441611886024, 0.013756949454545975, -0.008010302670300007, -0.010108592920005322, -0.003666830714792013, 0.022245299071073532], [0.040844522416591644, 0.02805732563138008, 0.028947649523615837, 0.013659228570759296, -0.0056786080822348595, -0.009345944039523602, -0.014943105168640614, 0.022643011063337326]], "network.6.bias": [0.0314720943570137, 0.032869309186935425, 0.018862472847104073, 0.016797954216599464, 0.014713847078382969, 0.01843259483575821, 0.02000325731933117, 0.012529258616268635], "network.8.weight": [[0.021257638931274414, 0.015375557355582714, 0.028168460354208946, 0.0002891783369705081, -0.00847997609525919, -0.028255539014935493, -0.010354981757700443, 0.008206451311707497], [0.04549664258956909, 0.016802705824375153, 0.03003186173737049, 0.01122238952666521, -0.006265106610953808, -0.006775180343538523, -0.008441799320280552, 0.0023936969228088856], [0.04442019760608673, 0.023039571940898895, 0.029185278341174126, 0.013457241468131542, -0.007576421834528446, -0.012903316877782345, -0.021992934867739677, 0.008221566677093506], [0.03843814879655838, 0.016507897526025772, 0.02365993522107601, 0.012955392710864544, -0.006587534211575985, -0.019557511433959007, -0.02449563331902027, 0.004606049973517656], [0.046387962996959686, 0.015340532176196575, 0.026086876168847084, 0.009728684090077877, -0.001661865971982479, -0.021340155974030495, -0.010274832136929035, 0.007615346927195787], [0.04584285989403725, 0.017545931041240692, 0.029637256637215614, 0.009999810717999935, -0.004629357717931271, -0.015788095071911812, -0.022612901404500008, 0.000967098749242723], [0.039476603269577026, 0.011724858544766903, 0.022524727508425713, 0.005912351422011852, 0.002313460223376751, -0.028100112453103065, -0.013961744494736195, -0.0003809552872553468], [0.04209570586681366, 0.01835489645600319, 0.027535652741789818, 0.010962876491248608, -0.0007353639230132103, -0.0191508661955595, -0.031914856284856796, 0.0017358440672978759]], "network.8.bias": [0.011412129737436771, 0.009771586395800114, 0.008247901685535908, 0.0075637116096913815, 0.008436751551926136, 0.006176048424094915, 0.003030066844075918, 0.00010763244790723547]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.659933, 0.360959, 0.181064, 0.359218, -0.377529], [0.133878, 0.239543, -0.209697, 0.257079, -0.245522], [0.14889, 0.488681, 0.046658, 0.382977, -0.338261], [-0.419369, -0.468396, -0.446498, -0.329506, 0.08609], [0.423158, 0.446084, -0.075705, 0.215158, -0.114889], [0.682714, 0.401572, 0.120857, 0.29055, -0.278807], [-0.262382, -0.431083, -0.003357, -0.13978, 0.454947], [-0.240371, 0.546514, -0.151533, -0.199606, 0.354756]], "network.0.bias": [0.404148, -0.050084, 0.030636, 0.24696, -0.002372, 0.330211, 0.105198, -0.216104], "network.2.weight": [[0.334684, -0.085484, 0.254184, 0.23336, 0.170613, 0.499951, 0.037701, 0.463391], [0.138585, 0.118082, -0.214164, 0.232546, -0.183597, -0.411939, 0.14737, -0.016034], [0.444215, 0.279048, 0.376766, -0.125829, 0.245251, 0.311476, -0.481083, 0.027934], [0.559451, -0.264032, 0.354099, 0.306925, 0.219454, 0.199638, -0.503681, 0.326931], [-0.162953, 0.298177, 0.031284, -0.186247, 0.214849, -0.274147, 0.520294, -0.432477], [0.172186, 0.254556, -0.034122, 0.275281, -0.10408, 0.481787, -0.534052, -0.268437], [0.551075, 0.35141, 0.269436, -0.062243, 0.381864, 0.146411, -0.006746, -0.063569], [-0.12834, -0.005423, -0.064079, -0.325053, 0.218497, -0.140995, -0.030974, -0.113806]], "network.2.bias": [-0.068315, 0.128741, 0.005614, 0.365642, 0.189258, 0.422807, 0.18765, 0.249889], "network.4.weight": [[0.472227, 0.161111, 0.023232, 0.561616, -0.033202, 0.573781, 0.129114, 0.089945], [0.538404, -0.078812, 0.379588, -0.006459, -0.440423, 0.160649, 0.131001, -0.508676], [0.106251, 0.190908, -0.151853, -0.471486, 0.339357, -0.238184, 0.022175, 0.295717], [0.275673, -0.058706, 0.279154, 0.125375, 0.042594, 0.374521, 0.109175, -0.472405], [0.451962, -0.519664, 0.454326, 0.529746, -0.34655, 0.545874, 0.359109, -0.363836], [0.573691, -0.487368, 0.461747, 0.02164, -0.487054, -0.019745, 0.476193, -0.040555], [0.2046, 0.314079, -0.078213, 0.038523, -0.188777, 0.259349, 0.020882, -0.259246], [0.330833, -0.179943, 0.354067, 0.541573, -0.566621, 0.340527, 0.374101, -0.311289]], "network.4.bias": [-0.192005, -0.02258, 0.435919, 0.394448, -0.125849, 0.098838, 0.509832, -0.07963], "network.6.weight": [[-0.2752, 0.083914, 0.318464, 0.368776, -0.029996, -0.151052, 0.007936, -0.014133], [0.51337, 0.12356, -0.303023, 0.084552, 0.521565, 0.309397, -0.031006, 0.390414], [-0.01205, 0.1238, 0.394018, 0.464351, -0.360671, -0.064487, 0.181833, -0.344366], [-0.515917, -0.234692, 0.099516, 0.187827, 0.005966, -0.149111, 0.388634, -0.162965], [0.106354, 0.140038, -0.561286, 0.529279, 0.54331, 0.465394, 0.029083, 0.396744], [-0.109672, -0.381774, 0.430685, 0.119516, -0.304653, 0.043469, 0.33839, -0.136322], [0.225065, 0.329805, -0.324795, 0.174193, 0.562951, 0.568826, 0.186468, 0.180562], [-0.28935, -0.317858, 0.418893, 0.428052, -0.133481, 0.255448, 0.289745, -0.394323]], "network.6.bias": [-0.093584, 0.282778, 0.384168, 0.1162, -0.125511, 0.325185, 0.121286, 0.051438], "network.8.weight": [[-0.21091, 0.550311, -0.05223, -0.395377, 0.377477, -0.315255, 0.43275, -0.423595], [-0.060606, 0.059433, -0.192965, -0.228237, 0.175695, -0.448664, 0.429152, 0.065212], [0.415507, 0.070262, 0.210451, -0.138886, -0.136172, 0.276816, -0.208114, -0.169682], [0.212561, -0.079691, 0.351974, -0.149892, 0.110864, -0.145637, 0.039743, -0.061254], [-0.410767, 0.008816, -0.32825, -0.38363, 0.337768, -0.160139, 0.355162, -0.26883], [0.124881, 0.208688, -0.200094, -0.515704, 0.468595, -0.477194, 0.108713, 0.02112], [-0.277986, -0.159027, 0.047236, 0.273242, -0.408897, 0.224607, -0.004289, 0.370256], [0.169977, 0.121377, 0.316346, 0.050248, -0.235717, 0.13654, -0.181509, -0.006558]], "network.8.bias": [-0.082943, 0.299391, -0.210029, -0.237824, -0.012325, -0.183417, 0.446766, 0.313542], "network.10.weight": [[0.535843, 0.379961, -0.228125, 0.238478, 0.254124, 0.495133, -0.502405, -0.483568], [0.464162, 0.228809, -0.08281, 0.012755, 0.407444, -0.081671, 0.073443, -0.302414], [0.395002, 0.190611, -0.310948, -0.221188, 0.21721, 0.049665, -0.032319, -0.228776], [-0.137184, -0.062031, -0.198441, -0.074938, -0.006204, -0.292817, 0.014971, 0.037986], [-0.1232, 0.147616, 0.268022, 0.125108, -0.459997, 0.109557, 0.127923, -0.042201], [-0.138151, 0.077418, 0.178265, 0.127047, -0.012128, 0.286138, 0.497266, 0.246046], [-0.287189, 0.418145, -0.324614, -0.100712, -0.22485, -0.226831, 0.489159, 0.395963], [0.066651, 0.570615, -0.142015, -0.045448, 0.353189, -0.099419, -0.478161, -0.354718]], "network.10.bias": [0.188397, -0.116314, -0.311252, 0.153468, -0.082666, -0.148759, 0.231849, -0.407893], "network.12.weight": [[-0.518136, -0.5509, -0.204355, 0.186124, 0.025468, 0.016818, 0.472497, -0.279186]], "network.12.bias": [0.293534]}
|
{"alternating": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8607142857142858, "precision": 0.28110599078341014, "recall": 0.61, "f1": 0.38485804416403785, "tp": 61, "fp": 156, "fn": 39, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.805, "precision": 0.10138248847926268, "recall": 0.22, "f1": 0.13880126182965302, "tp": 22, "fp": 195, "fn": 78, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8364285714285714, "precision": 0.20276497695852536, "recall": 0.44, "f1": 0.27760252365930604, "tp": 44, "fp": 173, "fn": 56, "tn": 1127, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7807142857142857, "precision": 0.02304147465437788, "recall": 0.05, "f1": 0.031545741324921134, "tp": 5, "fp": 212, "fn": 95, "tn": 1088, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8007142857142857, "precision": 0.08755760368663594, "recall": 0.19, "f1": 0.1198738170347003, "tp": 19, "fp": 198, "fn": 81, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.775, "precision": 0.004608294930875576, "recall": 0.01, "f1": 0.006309148264984228, "tp": 1, "fp": 216, "fn": 99, "tn": 1084, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8533333333333334, "precision": 0.3089171974522293, "recall": 0.97, "f1": 0.4685990338164251, "tp": 97, "fp": 217, "fn": 3, "tn": 1183, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8421428571428572, "precision": 0.22119815668202766, "recall": 0.48, "f1": 0.3028391167192429, "tp": 48, "fp": 169, "fn": 52, "tn": 1131, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7835714285714286, "precision": 0.03225806451612903, "recall": 0.07, "f1": 0.04416403785488959, "tp": 7, "fp": 210, "fn": 93, "tn": 1090, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8003911564625852, "macro_precision": 0.09020244629596239, "macro_recall": 0.21714285714285714, "macro_f1": 0.12675662319058287, "micro_accuracy": 0.8006598984771574, "micro_precision": 0.09696969696969697, "micro_recall": 0.21714285714285714, "micro_f1": 0.13406835722160967}}
|
{"network.0.weight": [[0.43733224272727966, 0.2031782865524292, 0.048075173050165176, 0.006685473490506411, -0.07114265114068985], [0.006556353531777859, 0.012681319378316402, 0.07802325487136841, 0.4995211362838745, 0.18798410892486572], [-0.011937178671360016, -0.07233772426843643, -0.08586454391479492, 0.03768269345164299, -0.002351776696741581], [0.585671067237854, 0.15530326962471008, 0.03609609976410866, -0.025978783145546913, -0.08217107504606247], [0.07545776665210724, -0.03734099864959717, 0.0456809476017952, 0.6782378554344177, 0.11523844301700592], [-0.09280048310756683, -0.1046948954463005, -0.09907466173171997, 0.15182432532310486, -0.07798806577920914], [0.7407081723213196, 0.034565337002277374, 0.026732606813311577, -0.061297498643398285, -0.09829355031251907], [0.20484659075737, -0.06195017322897911, 0.08237171918153763, 0.38565412163734436, 0.04987359791994095]], "network.0.bias": [-0.09633520245552063, 0.03867889195680618, 0.05339360609650612, -0.07185656577348709, 0.040828000754117966, 0.06165916845202446, -0.08187311887741089, 0.03185426816344261], "network.10.weight": [[0.1685340702533722, -0.012089666910469532, 0.00789928250014782, 0.026766905561089516, -0.06073378771543503, 0.07843887060880661, 0.19000308215618134, 0.03326187655329704], [0.22167164087295532, 0.04256570339202881, 0.011478865519165993, -0.02249540202319622, -0.09918307512998581, 0.08709286153316498, 0.07009594142436981, -0.023678824305534363], [0.2224704623222351, 0.06725328415632248, 0.014026926830410957, -0.03293466940522194, -0.08242417126893997, 0.11464858800172806, 0.04018253833055496, 0.07702399790287018], [0.2987401485443115, 0.08507362008094788, 0.0209097508341074, -0.08674540370702744, -0.17582967877388, 0.1908218413591385, 0.007588366512209177, 0.04246893152594566], [0.29982638359069824, 0.09230419248342514, 0.03079668991267681, -0.08267322182655334, -0.09548217803239822, 0.18743117153644562, 0.03228026255965233, 0.07737904042005539], [0.35924509167671204, 0.06576202064752579, 0.01531989686191082, -0.08090339601039886, -0.08443663269281387, 0.22622902691364288, 0.013359208591282368, 0.040343258529901505], [0.33985984325408936, 0.08757055550813675, 0.011333772912621498, -0.06769800931215286, -0.052931103855371475, 0.14724834263324738, 0.0032811840064823627, 0.06260985136032104], [0.3325403928756714, 0.08864256739616394, 0.0005907996674068272, -0.03107275255024433, -0.036477621644735336, 0.155196875333786, 0.029201067984104156, 0.11719855666160583]], "network.10.bias": [0.07331357896327972, 0.06321915239095688, 0.011481140740215778, -0.004560964647680521, -0.028781427070498466, -0.041803646832704544, -0.021822461858391762, -0.019659394398331642], "network.12.weight": [[0.3607863187789917, 0.05560143291950226, -0.012618806213140488, -0.02959061972796917, -0.034259021282196045, 0.13283033668994904, 0.013772535137832165, 0.0734093189239502]], "network.12.bias": [0.017939860001206398], "network.2.weight": [[0.32548779249191284, 0.05648864433169365, -0.026899468153715134, -0.007544691674411297, -0.002324485220015049, 0.1126750111579895, 0.0033749514259397984, 0.08823584020137787], [0.2826319634914398, 0.09485702961683273, -0.033846061676740646, 0.009274949319660664, -0.0018517551943659782, 0.10581238567829132, -0.011269298382103443, 0.07659555971622467], [0.25100743770599365, 0.09979809075593948, -0.026621989905834198, 0.008900594897568226, -0.01203311700373888, 0.08283845335245132, -0.0011541371932253242, 0.0968589037656784], [0.2922174334526062, 0.1241387277841568, -0.01831546239554882, -0.003832658752799034, 0.009018982760608196, 0.06284503638744354, 0.0019044267246499658, 0.12041503190994263], [0.28851377964019775, 0.1634000986814499, -0.016074692830443382, -0.017427360638976097, 0.02730952948331833, 0.028451094403862953, -0.01876152493059635, 0.10272780060768127], [0.280528724193573, 0.19924551248550415, -0.013634306378662586, -0.007906660437583923, 0.02103361114859581, 0.008250459097325802, -0.02610647864639759, 0.08519572019577026], [0.26908212900161743, 0.22429272532463074, -0.0090757692232728, -0.010553155094385147, 0.017441172152757645, -0.015584445558488369, 0.040845323354005814, 0.103621706366539], [0.2593696117401123, 0.16125892102718353, -0.023499412462115288, -0.009336442686617374, 0.0231887586414814, 0.04598600044846535, 0.04024839401245117, 0.10802990943193436]], "network.2.bias": [0.01763334311544895, 0.03807757794857025, 0.0036523970775306225, -0.024689408019185066, -0.012304882518947124, -0.014737720601260662, 0.021820487454533577, -0.011468128301203251], "network.4.weight": [[0.2642395794391632, 0.2200055569410324, -0.021536216139793396, -0.018491113558411598, 0.037430278956890106, 0.02126266621053219, 0.029654046520590782, 0.10430747270584106], [0.2879854738712311, 0.24168482422828674, -0.015115018002688885, -0.03350181505084038, 0.04897848516702652, 0.002596884500235319, 0.023447180166840553, 0.0925847738981247], [0.24429072439670563, 0.31989586353302, -0.03553749993443489, -0.014926251955330372, 0.04314955323934555, -0.022931572049856186, 0.009398425929248333, 0.08849138766527176], [0.21063697338104248, 0.1638321429491043, -0.007157036568969488, -0.003709232434630394, 0.009352131746709347, 0.054163143038749695, 0.03260624036192894, 0.08766002207994461], [0.2158679962158203, 0.15434831380844116, 0.008541911840438843, -0.0009207680122926831, 0.022317461669445038, 0.03842790797352791, 0.04261733964085579, 0.08252406865358353], [0.21469630300998688, 0.1666228324174881, 0.00997796282172203, -0.012455835938453674, 0.027911793440580368, 0.012800895608961582, 0.026922577992081642, 0.05674642696976662], [0.2074110358953476, 0.1906137466430664, -0.005272949580103159, -0.013104003854095936, 0.04415220767259598, -0.020643986761569977, 0.029519325122237206, 0.09189525246620178], [0.1982208490371704, 0.11779654026031494, 0.007710710633546114, -0.02950345166027546, 0.0031975386664271355, 0.02138552814722061, 0.018496116623282433, 0.09739434719085693]], "network.4.bias": [-0.031619682908058167, -0.045571018010377884, 0.018443387001752853, 0.01946253888309002, 0.005971656646579504, 0.002431271132081747, 0.036917079240083694, 0.0019325404427945614], "network.6.weight": [[0.21026520431041718, 0.12847256660461426, 0.011312520131468773, -0.035839349031448364, 0.005741649307310581, 0.03308245912194252, 0.06322115659713745, 0.09545314311981201], [0.20145440101623535, 0.11000046133995056, 0.025211522355675697, -0.02578660100698471, 0.020174995064735413, 0.0019499784102663398, 0.042892519384622574, 0.06793970614671707], [0.20256450772285461, 0.11308489739894867, 0.03027169033885002, -0.016654474660754204, 0.020306795835494995, -0.006724672857671976, 0.006863607559353113, 0.07088813185691833], [0.21794167160987854, 0.15809045732021332, 0.0053702169097959995, -0.025000153109431267, 0.021767690777778625, -0.027888098731637, 0.008075046353042126, 0.05802622437477112], [0.21428975462913513, 0.13490357995033264, 0.007462546695023775, -0.018017329275608063, 0.02410808578133583, -0.03217975050210953, 0.008976518176496029, 0.04689677059650421], [0.20944605767726898, 0.11129913479089737, 0.016886966302990913, -0.011704099364578724, 0.021685708314180374, -0.027152199298143387, 0.0006571324774995446, 0.047289371490478516], [0.21545274555683136, 0.12087180465459824, 0.010549243539571762, -0.0141530716791749, 0.020777463912963867, -0.03021637164056301, 0.0022942260839045048, 0.05090002343058586], [0.21642692387104034, 0.12842686474323273, 0.013499971479177475, -0.016114382073283195, 0.021860580891370773, -0.03222500905394554, -0.007080828305333853, 0.05811664089560509]], "network.6.bias": [0.00842017401009798, -0.0009256401681341231, 0.00016285243327729404, 0.0052284314297139645, 0.008515437133610249, 0.006953173782676458, 0.010178443975746632, 0.009793338365852833], "network.8.weight": [[0.20739591121673584, 0.09601438790559769, 0.015411971136927605, -0.03364412114024162, 0.018480893224477768, -0.051155250519514084, 0.000261979759670794, 0.03559013828635216], [0.20946858823299408, 0.09184259176254272, 0.01960385963320732, -0.013260274194180965, 0.021932151168584824, -0.03365682065486908, 0.00695008272305131, 0.035217441618442535], [0.208399698138237, 0.08776409178972244, 0.015167420729994774, -0.010284402407705784, 0.020679499953985214, -0.037540365010499954, -0.009041816927492619, 0.03434698283672333], [0.20370171964168549, 0.08777846395969391, 0.014056315645575523, -0.009269197471439838, 0.025317050516605377, -0.0485161654651165, -0.006262799259275198, 0.03229096159338951], [0.20203477144241333, 0.07555367797613144, 0.01818785071372986, -0.009639560244977474, 0.027696643024683, -0.052914924919605255, 0.0013844469795003533, 0.03927337005734444], [0.20780402421951294, 0.08982434123754501, 0.016292836517095566, -0.011991529725492, 0.01888645440340042, -0.040292978286743164, -0.004511793609708548, 0.02898898720741272], [0.19603407382965088, 0.07173483073711395, 0.014460762962698936, -0.014928693883121014, 0.027745772153139114, -0.05838062986731529, 0.005960243288427591, 0.031017575412988663], [0.20362679660320282, 0.07286865264177322, 0.0166409183293581, -0.010817826725542545, 0.028260663151741028, -0.0477820560336113, -0.008911204524338245, 0.030819352716207504]], "network.8.bias": [0.007934381254017353, 0.007521612104028463, 0.00296352943405509, 0.005488683935254812, 0.007843093015253544, 0.0070994882844388485, 0.0026314198039472103, -0.0032587856985628605]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.659933, 0.360959, 0.181064, 0.359218, -0.377529], [0.133878, 0.239543, -0.209697, 0.257079, -0.245522], [0.14889, 0.488681, 0.046658, 0.382977, -0.338261], [-0.419369, -0.468396, -0.446498, -0.329506, 0.08609], [0.423158, 0.446084, -0.075705, 0.215158, -0.114889], [0.682714, 0.401572, 0.120857, 0.29055, -0.278807], [-0.262382, -0.431083, -0.003357, -0.13978, 0.454947], [-0.240371, 0.546514, -0.151533, -0.199606, 0.354756]], "network.0.bias": [0.404148, -0.050084, 0.030636, 0.24696, -0.002372, 0.330211, 0.105198, -0.216104], "network.2.weight": [[0.334684, -0.085484, 0.254184, 0.23336, 0.170613, 0.499951, 0.037701, 0.463391], [0.138585, 0.118082, -0.214164, 0.232546, -0.183597, -0.411939, 0.14737, -0.016034], [0.444215, 0.279048, 0.376766, -0.125829, 0.245251, 0.311476, -0.481083, 0.027934], [0.559451, -0.264032, 0.354099, 0.306925, 0.219454, 0.199638, -0.503681, 0.326931], [-0.162953, 0.298177, 0.031284, -0.186247, 0.214849, -0.274147, 0.520294, -0.432477], [0.172186, 0.254556, -0.034122, 0.275281, -0.10408, 0.481787, -0.534052, -0.268437], [0.551075, 0.35141, 0.269436, -0.062243, 0.381864, 0.146411, -0.006746, -0.063569], [-0.12834, -0.005423, -0.064079, -0.325053, 0.218497, -0.140995, -0.030974, -0.113806]], "network.2.bias": [-0.068315, 0.128741, 0.005614, 0.365642, 0.189258, 0.422807, 0.18765, 0.249889], "network.4.weight": [[0.472227, 0.161111, 0.023232, 0.561616, -0.033202, 0.573781, 0.129114, 0.089945], [0.538404, -0.078812, 0.379588, -0.006459, -0.440423, 0.160649, 0.131001, -0.508676], [0.106251, 0.190908, -0.151853, -0.471486, 0.339357, -0.238184, 0.022175, 0.295717], [0.275673, -0.058706, 0.279154, 0.125375, 0.042594, 0.374521, 0.109175, -0.472405], [0.451962, -0.519664, 0.454326, 0.529746, -0.34655, 0.545874, 0.359109, -0.363836], [0.573691, -0.487368, 0.461747, 0.02164, -0.487054, -0.019745, 0.476193, -0.040555], [0.2046, 0.314079, -0.078213, 0.038523, -0.188777, 0.259349, 0.020882, -0.259246], [0.330833, -0.179943, 0.354067, 0.541573, -0.566621, 0.340527, 0.374101, -0.311289]], "network.4.bias": [-0.192005, -0.02258, 0.435919, 0.394448, -0.125849, 0.098838, 0.509832, -0.07963], "network.6.weight": [[-0.2752, 0.083914, 0.318464, 0.368776, -0.029996, -0.151052, 0.007936, -0.014133], [0.51337, 0.12356, -0.303023, 0.084552, 0.521565, 0.309397, -0.031006, 0.390414], [-0.01205, 0.1238, 0.394018, 0.464351, -0.360671, -0.064487, 0.181833, -0.344366], [-0.515917, -0.234692, 0.099516, 0.187827, 0.005966, -0.149111, 0.388634, -0.162965], [0.106354, 0.140038, -0.561286, 0.529279, 0.54331, 0.465394, 0.029083, 0.396744], [-0.109672, -0.381774, 0.430685, 0.119516, -0.304653, 0.043469, 0.33839, -0.136322], [0.225065, 0.329805, -0.324795, 0.174193, 0.562951, 0.568826, 0.186468, 0.180562], [-0.28935, -0.317858, 0.418893, 0.428052, -0.133481, 0.255448, 0.289745, -0.394323]], "network.6.bias": [-0.093584, 0.282778, 0.384168, 0.1162, -0.125511, 0.325185, 0.121286, 0.051438], "network.8.weight": [[-0.21091, 0.550311, -0.05223, -0.395377, 0.377477, -0.315255, 0.43275, -0.423595], [-0.060606, 0.059433, -0.192965, -0.228237, 0.175695, -0.448664, 0.429152, 0.065212], [0.415507, 0.070262, 0.210451, -0.138886, -0.136172, 0.276816, -0.208114, -0.169682], [0.212561, -0.079691, 0.351974, -0.149892, 0.110864, -0.145637, 0.039743, -0.061254], [-0.410767, 0.008816, -0.32825, -0.38363, 0.337768, -0.160139, 0.355162, -0.26883], [0.124881, 0.208688, -0.200094, -0.515704, 0.468595, -0.477194, 0.108713, 0.02112], [-0.277986, -0.159027, 0.047236, 0.273242, -0.408897, 0.224607, -0.004289, 0.370256], [0.169977, 0.121377, 0.316346, 0.050248, -0.235717, 0.13654, -0.181509, -0.006558]], "network.8.bias": [-0.082943, 0.299391, -0.210029, -0.237824, -0.012325, -0.183417, 0.446766, 0.313542], "network.10.weight": [[0.535843, 0.379961, -0.228125, 0.238478, 0.254124, 0.495133, -0.502405, -0.483568], [0.464162, 0.228809, -0.08281, 0.012755, 0.407444, -0.081671, 0.073443, -0.302414], [0.395002, 0.190611, -0.310948, -0.221188, 0.21721, 0.049665, -0.032319, -0.228776], [-0.137184, -0.062031, -0.198441, -0.074938, -0.006204, -0.292817, 0.014971, 0.037986], [-0.1232, 0.147616, 0.268022, 0.125108, -0.459997, 0.109557, 0.127923, -0.042201], [-0.138151, 0.077418, 0.178265, 0.127047, -0.012128, 0.286138, 0.497266, 0.246046], [-0.287189, 0.418145, -0.324614, -0.100712, -0.22485, -0.226831, 0.489159, 0.395963], [0.066651, 0.570615, -0.142015, -0.045448, 0.353189, -0.099419, -0.478161, -0.354718]], "network.10.bias": [0.188397, -0.116314, -0.311252, 0.153468, -0.082666, -0.148759, 0.231849, -0.407893], "network.12.weight": [[-0.518136, -0.5509, -0.204355, 0.186124, 0.025468, 0.016818, 0.472497, -0.279186]], "network.12.bias": [0.293534]}
|
{"alternating": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8607142857142858, "precision": 0.28110599078341014, "recall": 0.61, "f1": 0.38485804416403785, "tp": 61, "fp": 156, "fn": 39, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.805, "precision": 0.10138248847926268, "recall": 0.22, "f1": 0.13880126182965302, "tp": 22, "fp": 195, "fn": 78, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8364285714285714, "precision": 0.20276497695852536, "recall": 0.44, "f1": 0.27760252365930604, "tp": 44, "fp": 173, "fn": 56, "tn": 1127, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7807142857142857, "precision": 0.02304147465437788, "recall": 0.05, "f1": 0.031545741324921134, "tp": 5, "fp": 212, "fn": 95, "tn": 1088, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8007142857142857, "precision": 0.08755760368663594, "recall": 0.19, "f1": 0.1198738170347003, "tp": 19, "fp": 198, "fn": 81, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.775, "precision": 0.004608294930875576, "recall": 0.01, "f1": 0.006309148264984228, "tp": 1, "fp": 216, "fn": 99, "tn": 1084, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8533333333333334, "precision": 0.3089171974522293, "recall": 0.97, "f1": 0.4685990338164251, "tp": 97, "fp": 217, "fn": 3, "tn": 1183, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8421428571428572, "precision": 0.22119815668202766, "recall": 0.48, "f1": 0.3028391167192429, "tp": 48, "fp": 169, "fn": 52, "tn": 1131, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7835714285714286, "precision": 0.03225806451612903, "recall": 0.07, "f1": 0.04416403785488959, "tp": 7, "fp": 210, "fn": 93, "tn": 1090, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8003911564625852, "macro_precision": 0.09020244629596239, "macro_recall": 0.21714285714285714, "macro_f1": 0.12675662319058287, "micro_accuracy": 0.8006598984771574, "micro_precision": 0.09696969696969697, "micro_recall": 0.21714285714285714, "micro_f1": 0.13406835722160967}}
|
{"network.0.weight": [[-0.15687891840934753, -0.021436434239149094, 0.06100163236260414, 0.17207667231559753, 0.12392351776361465], [-0.02939348854124546, -0.010774091817438602, 0.049408119171857834, -0.14497128129005432, -0.0253145731985569], [0.17164774239063263, 0.12417449802160263, 0.04091915860772133, -0.00898797158151865, -0.013098393566906452], [-0.12572656571865082, -0.019810140132904053, 0.0500369518995285, 0.1656472384929657, 0.11236412078142166], [0.004973641596734524, -0.01322877872735262, 0.02824884094297886, -0.14740131795406342, -0.02822866290807724], [0.19303876161575317, 0.08013416081666946, 0.021998988464474678, 0.03829775005578995, -0.007463940419256687], [-0.11502997577190399, -0.042914364486932755, 0.04197881743311882, 0.10212601721286774, 0.0824042335152626], [0.050817955285310745, -0.0005380669608712196, 0.09243957698345184, -0.027516191825270653, -0.013910830020904541]], "network.0.bias": [0.04077133908867836, 0.04993847385048866, 0.034509994089603424, 0.037580642849206924, 0.04544246569275856, 0.039477553218603134, 0.04206633195281029, 0.015049067325890064], "network.10.weight": [[0.04702433943748474, 0.08482400327920914, 0.07607487589120865, 0.00837791059166193, -0.024089939892292023, 0.12387096136808395, -0.0026340684853494167, -0.004069257061928511], [0.051572591066360474, 0.09041117876768112, 0.058070261031389236, -0.002602272666990757, -0.03844548761844635, 0.12972086668014526, 0.005084043834358454, -0.03691453859210014], [0.05277177318930626, 0.066461943089962, 0.04751896485686302, -0.008727890439331532, -0.004691590555012226, 0.14624255895614624, -0.005171874072402716, 0.019138526171445847], [0.0941830426454544, 0.048569511622190475, 0.04584718868136406, 0.01251265313476324, -0.06569365411996841, 0.14399932324886322, -0.005912145134061575, 0.006200781557708979], [0.08154065161943436, 0.04736541584134102, 0.06136597320437431, -0.0004457357572391629, -0.009226755239069462, 0.13062889873981476, -0.038065969944000244, 0.03471323475241661], [0.10029618442058563, 0.02149209752678871, 0.07368335127830505, 0.0051651885733008385, -0.0006717881187796593, 0.10847538709640503, -0.002831184770911932, 0.016013506799936295], [0.10003214329481125, 0.022263284772634506, 0.06308548152446747, 0.007747563533484936, 0.0047285063192248344, 0.0720214918255806, -0.026082100346684456, 0.03505970910191536], [0.08083891123533249, 0.02379448711872101, 0.05362166836857796, 0.013709801249206066, 0.013322432525455952, 0.0681445375084877, -0.04274856671690941, 0.06475510448217392]], "network.10.bias": [0.027072494849562645, 0.009575200267136097, 0.003599082585424185, -0.005080717150121927, 0.009243392385542393, -0.0026366435922682285, 0.016827767714858055, 0.04178344085812569], "network.12.weight": [[0.1004757359623909, -0.003954349551349878, 0.07617002725601196, -0.014745834283530712, 0.00039683934301137924, 0.05345684662461281, -0.03629984334111214, 0.043739669024944305]], "network.12.bias": [0.04144884645938873], "network.2.weight": [[0.08361685276031494, 0.017141416668891907, 0.06028108671307564, -0.012201347388327122, 0.018754813820123672, 0.05415493622422218, -0.035395633429288864, 0.048044636845588684], [0.07340235263109207, 0.03933342173695564, 0.055142950266599655, 0.0007921670330688357, 0.01864302158355713, 0.05738871917128563, -0.037587445229291916, 0.04215310141444206], [0.05994934216141701, 0.049665361642837524, 0.05693277344107628, 0.0031112143769860268, 0.003681703470647335, 0.05856611207127571, -0.04497759789228439, 0.060514453798532486], [0.059374239295721054, 0.043326519429683685, 0.07808889448642731, -0.008506321348249912, 0.01254331972450018, 0.04020311310887337, -0.037151794880628586, 0.08076512813568115], [0.060338884592056274, 0.04074564203619957, 0.08332207798957825, -0.018322525545954704, 0.023671764880418777, 0.012862239964306355, -0.04258638992905617, 0.07429938018321991], [0.06174090877175331, 0.06686513870954514, 0.07781264185905457, -0.0138887083157897, 0.013993057422339916, 0.0141368443146348, -0.04092403128743172, 0.07021503150463104], [0.0719691589474678, 0.07197015732526779, 0.07034213840961456, -0.017373474314808846, 0.013674822635948658, -0.0006234148168005049, -0.015176762826740742, 0.06917043030261993], [0.05738697201013565, 0.05987594276666641, 0.07305908203125, -0.00808700267225504, 0.023738276213407516, 0.028766898438334465, -0.01423963624984026, 0.07389362156391144]], "network.2.bias": [0.0349000059068203, 0.036457955837249756, 0.031272899359464645, 0.02634662203490734, 0.026436852291226387, 0.02585994265973568, 0.03827715292572975, 0.024931753054261208], "network.4.weight": [[0.058323971927165985, 0.08531417697668076, 0.0729764848947525, -0.012427226640284061, 0.029333703219890594, 0.013505254872143269, -0.01719767414033413, 0.07334952801465988], [0.06654951721429825, 0.08564651757478714, 0.07695769518613815, -0.02010190486907959, 0.03613859787583351, 0.0024045086465775967, 0.0034864903427660465, 0.07276459783315659], [0.057309966534376144, 0.13755866885185242, 0.05244791507720947, -0.011308225803077221, 0.03051462396979332, -0.002641680184751749, -0.0037228367291390896, 0.054605863988399506], [0.030731573700904846, 0.06650399416685104, 0.06312055140733719, 0.0020143063738942146, 0.020482633262872696, 0.03534514829516411, 0.000830079079605639, 0.06415832042694092], [0.03448154777288437, 0.05989299342036247, 0.07464167475700378, 0.003605211153626442, 0.02080211043357849, 0.02362062595784664, 0.004759194795042276, 0.06438656896352768], [0.02795807644724846, 0.05730966851115227, 0.07424129545688629, -0.0031676366925239563, 0.01873626559972763, 0.008184586651623249, 0.01703142561018467, 0.04976340010762215], [0.028239605948328972, 0.07351506501436234, 0.05477920547127724, -0.008080936968326569, 0.030291080474853516, -0.0037979544140398502, 0.008960160426795483, 0.057614702731370926], [0.009010296314954758, 0.052221015095710754, 0.057621221989393234, -0.023338163271546364, 0.016423959285020828, 0.01151487696915865, 0.003577569965273142, 0.06217014417052269]], "network.4.bias": [0.024067390710115433, 0.00361837400123477, 0.0349799282848835, 0.04661422595381737, 0.05063524469733238, 0.040877144783735275, 0.05844395235180855, 0.032650526612997055], "network.6.weight": [[0.025268571451306343, 0.06612744182348251, 0.05319812521338463, -0.032077495008707047, 0.018893685191869736, 0.02282116375863552, 0.033542532473802567, 0.06227245554327965], [0.04395672678947449, 0.05563032999634743, 0.05750366672873497, -0.02678036503493786, 0.035298414528369904, 0.0018756551435217261, 0.018400350585579872, 0.050002094358205795], [0.04232357069849968, 0.06316523998975754, 0.0554497204720974, -0.018181895837187767, 0.02215256169438362, 0.0022264798171818256, -0.000538421212695539, 0.06104746833443642], [0.025245748460292816, 0.06830292195081711, 0.04864067584276199, -0.02276264689862728, 0.016350895166397095, -0.007953054271638393, 0.0004931191215291619, 0.05745035409927368], [0.025018401443958282, 0.061386968940496445, 0.04682135209441185, -0.016871891915798187, 0.016873948276042938, -0.009732714854180813, 0.00451574707403779, 0.050785090774297714], [0.033363375812768936, 0.05372381582856178, 0.04914629086852074, -0.013561000116169453, 0.013411850668489933, 0.0002177818096242845, -0.00555515056475997, 0.051807962357997894], [0.03150869533419609, 0.05951806530356407, 0.04440193995833397, -0.014897842891514301, 0.010659287683665752, -0.006002521608024836, 0.0003331775078549981, 0.05595239996910095], [0.03063395991921425, 0.06205656751990318, 0.04702956601977348, -0.016497861593961716, 0.013227512128651142, -0.0046996609307825565, -0.008477811701595783, 0.05738574638962746]], "network.6.bias": [0.03838512673974037, 0.032380808144807816, 0.03664622828364372, 0.0343293733894825, 0.03248891606926918, 0.03519279882311821, 0.036621514707803726, 0.02957727015018463], "network.8.weight": [[0.009880848228931427, 0.04848797246813774, 0.04506648704409599, -0.03172818198800087, 0.014520860277116299, -0.02420320175588131, -0.00045919918920844793, 0.045470088720321655], [0.036199409514665604, 0.05223629251122475, 0.04185854271054268, -0.01670128107070923, 0.01183741632848978, 0.0005073933280073106, 0.0014694953570142388, 0.03943150117993355], [0.03734995424747467, 0.05700547248125076, 0.0401296392083168, -0.013865240849554539, 0.01094946637749672, -0.005931487772613764, -0.012360182590782642, 0.044032368808984756], [0.027334311977028847, 0.05375220999121666, 0.03758340701460838, -0.013515867292881012, 0.010327303782105446, -0.01190629880875349, -0.010103886015713215, 0.04135126248002052], [0.03682546690106392, 0.0517534501850605, 0.0376504622399807, -0.014993312768638134, 0.015703298151493073, -0.01243546511977911, -4.29725187132135e-05, 0.04358488321304321], [0.0344739630818367, 0.05123169347643852, 0.04101033881306648, -0.016163023188710213, 0.01308064628392458, -0.008823844604194164, -0.010195855982601643, 0.03840678557753563], [0.03277173265814781, 0.047580089420080185, 0.03183865547180176, -0.020508958026766777, 0.020498856902122498, -0.0189367663115263, -0.003761609550565481, 0.03932433947920799], [0.03756684809923172, 0.05508334934711456, 0.03643368184566498, -0.015677839517593384, 0.015509526245296001, -0.008677962236106396, -0.01498280931264162, 0.03669188171625137]], "network.8.bias": [0.027586689218878746, 0.026759851723909378, 0.02359720878303051, 0.022806523367762566, 0.02645038068294525, 0.023233534768223763, 0.020002497360110283, 0.014565951190888882]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.659933, 0.360959, 0.181064, 0.359218, -0.377529], [0.133878, 0.239543, -0.209697, 0.257079, -0.245522], [0.14889, 0.488681, 0.046658, 0.382977, -0.338261], [-0.419369, -0.468396, -0.446498, -0.329506, 0.08609], [0.423158, 0.446084, -0.075705, 0.215158, -0.114889], [0.682714, 0.401572, 0.120857, 0.29055, -0.278807], [-0.262382, -0.431083, -0.003357, -0.13978, 0.454947], [-0.240371, 0.546514, -0.151533, -0.199606, 0.354756]], "network.0.bias": [0.404148, -0.050084, 0.030636, 0.24696, -0.002372, 0.330211, 0.105198, -0.216104], "network.2.weight": [[0.334684, -0.085484, 0.254184, 0.23336, 0.170613, 0.499951, 0.037701, 0.463391], [0.138585, 0.118082, -0.214164, 0.232546, -0.183597, -0.411939, 0.14737, -0.016034], [0.444215, 0.279048, 0.376766, -0.125829, 0.245251, 0.311476, -0.481083, 0.027934], [0.559451, -0.264032, 0.354099, 0.306925, 0.219454, 0.199638, -0.503681, 0.326931], [-0.162953, 0.298177, 0.031284, -0.186247, 0.214849, -0.274147, 0.520294, -0.432477], [0.172186, 0.254556, -0.034122, 0.275281, -0.10408, 0.481787, -0.534052, -0.268437], [0.551075, 0.35141, 0.269436, -0.062243, 0.381864, 0.146411, -0.006746, -0.063569], [-0.12834, -0.005423, -0.064079, -0.325053, 0.218497, -0.140995, -0.030974, -0.113806]], "network.2.bias": [-0.068315, 0.128741, 0.005614, 0.365642, 0.189258, 0.422807, 0.18765, 0.249889], "network.4.weight": [[0.472227, 0.161111, 0.023232, 0.561616, -0.033202, 0.573781, 0.129114, 0.089945], [0.538404, -0.078812, 0.379588, -0.006459, -0.440423, 0.160649, 0.131001, -0.508676], [0.106251, 0.190908, -0.151853, -0.471486, 0.339357, -0.238184, 0.022175, 0.295717], [0.275673, -0.058706, 0.279154, 0.125375, 0.042594, 0.374521, 0.109175, -0.472405], [0.451962, -0.519664, 0.454326, 0.529746, -0.34655, 0.545874, 0.359109, -0.363836], [0.573691, -0.487368, 0.461747, 0.02164, -0.487054, -0.019745, 0.476193, -0.040555], [0.2046, 0.314079, -0.078213, 0.038523, -0.188777, 0.259349, 0.020882, -0.259246], [0.330833, -0.179943, 0.354067, 0.541573, -0.566621, 0.340527, 0.374101, -0.311289]], "network.4.bias": [-0.192005, -0.02258, 0.435919, 0.394448, -0.125849, 0.098838, 0.509832, -0.07963], "network.6.weight": [[-0.2752, 0.083914, 0.318464, 0.368776, -0.029996, -0.151052, 0.007936, -0.014133], [0.51337, 0.12356, -0.303023, 0.084552, 0.521565, 0.309397, -0.031006, 0.390414], [-0.01205, 0.1238, 0.394018, 0.464351, -0.360671, -0.064487, 0.181833, -0.344366], [-0.515917, -0.234692, 0.099516, 0.187827, 0.005966, -0.149111, 0.388634, -0.162965], [0.106354, 0.140038, -0.561286, 0.529279, 0.54331, 0.465394, 0.029083, 0.396744], [-0.109672, -0.381774, 0.430685, 0.119516, -0.304653, 0.043469, 0.33839, -0.136322], [0.225065, 0.329805, -0.324795, 0.174193, 0.562951, 0.568826, 0.186468, 0.180562], [-0.28935, -0.317858, 0.418893, 0.428052, -0.133481, 0.255448, 0.289745, -0.394323]], "network.6.bias": [-0.093584, 0.282778, 0.384168, 0.1162, -0.125511, 0.325185, 0.121286, 0.051438], "network.8.weight": [[-0.21091, 0.550311, -0.05223, -0.395377, 0.377477, -0.315255, 0.43275, -0.423595], [-0.060606, 0.059433, -0.192965, -0.228237, 0.175695, -0.448664, 0.429152, 0.065212], [0.415507, 0.070262, 0.210451, -0.138886, -0.136172, 0.276816, -0.208114, -0.169682], [0.212561, -0.079691, 0.351974, -0.149892, 0.110864, -0.145637, 0.039743, -0.061254], [-0.410767, 0.008816, -0.32825, -0.38363, 0.337768, -0.160139, 0.355162, -0.26883], [0.124881, 0.208688, -0.200094, -0.515704, 0.468595, -0.477194, 0.108713, 0.02112], [-0.277986, -0.159027, 0.047236, 0.273242, -0.408897, 0.224607, -0.004289, 0.370256], [0.169977, 0.121377, 0.316346, 0.050248, -0.235717, 0.13654, -0.181509, -0.006558]], "network.8.bias": [-0.082943, 0.299391, -0.210029, -0.237824, -0.012325, -0.183417, 0.446766, 0.313542], "network.10.weight": [[0.535843, 0.379961, -0.228125, 0.238478, 0.254124, 0.495133, -0.502405, -0.483568], [0.464162, 0.228809, -0.08281, 0.012755, 0.407444, -0.081671, 0.073443, -0.302414], [0.395002, 0.190611, -0.310948, -0.221188, 0.21721, 0.049665, -0.032319, -0.228776], [-0.137184, -0.062031, -0.198441, -0.074938, -0.006204, -0.292817, 0.014971, 0.037986], [-0.1232, 0.147616, 0.268022, 0.125108, -0.459997, 0.109557, 0.127923, -0.042201], [-0.138151, 0.077418, 0.178265, 0.127047, -0.012128, 0.286138, 0.497266, 0.246046], [-0.287189, 0.418145, -0.324614, -0.100712, -0.22485, -0.226831, 0.489159, 0.395963], [0.066651, 0.570615, -0.142015, -0.045448, 0.353189, -0.099419, -0.478161, -0.354718]], "network.10.bias": [0.188397, -0.116314, -0.311252, 0.153468, -0.082666, -0.148759, 0.231849, -0.407893], "network.12.weight": [[-0.518136, -0.5509, -0.204355, 0.186124, 0.025468, 0.016818, 0.472497, -0.279186]], "network.12.bias": [0.293534]}
|
{"alternating": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8607142857142858, "precision": 0.28110599078341014, "recall": 0.61, "f1": 0.38485804416403785, "tp": 61, "fp": 156, "fn": 39, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.805, "precision": 0.10138248847926268, "recall": 0.22, "f1": 0.13880126182965302, "tp": 22, "fp": 195, "fn": 78, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8364285714285714, "precision": 0.20276497695852536, "recall": 0.44, "f1": 0.27760252365930604, "tp": 44, "fp": 173, "fn": 56, "tn": 1127, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7807142857142857, "precision": 0.02304147465437788, "recall": 0.05, "f1": 0.031545741324921134, "tp": 5, "fp": 212, "fn": 95, "tn": 1088, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8007142857142857, "precision": 0.08755760368663594, "recall": 0.19, "f1": 0.1198738170347003, "tp": 19, "fp": 198, "fn": 81, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.775, "precision": 0.004608294930875576, "recall": 0.01, "f1": 0.006309148264984228, "tp": 1, "fp": 216, "fn": 99, "tn": 1084, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8533333333333334, "precision": 0.3089171974522293, "recall": 0.97, "f1": 0.4685990338164251, "tp": 97, "fp": 217, "fn": 3, "tn": 1183, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8421428571428572, "precision": 0.22119815668202766, "recall": 0.48, "f1": 0.3028391167192429, "tp": 48, "fp": 169, "fn": 52, "tn": 1131, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7835714285714286, "precision": 0.03225806451612903, "recall": 0.07, "f1": 0.04416403785488959, "tp": 7, "fp": 210, "fn": 93, "tn": 1090, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8003911564625852, "macro_precision": 0.09020244629596239, "macro_recall": 0.21714285714285714, "macro_f1": 0.12675662319058287, "micro_accuracy": 0.8006598984771574, "micro_precision": 0.09696969696969697, "micro_recall": 0.21714285714285714, "micro_f1": 0.13406835722160967}}
|
{"network.0.weight": [[-0.14915134012699127, -0.0782274678349495, -0.010521608404815197, 0.13753986358642578, 0.15667234361171722], [-0.029996024444699287, -0.024063266813755035, 0.05396641790866852, -0.12755964696407318, -0.08279239386320114], [0.14716589450836182, 0.1517760455608368, 0.015688138082623482, -0.008741778321564198, -0.029092587530612946], [-0.09552961587905884, -0.08049850165843964, -0.02040993608534336, 0.1466250866651535, 0.13848909735679626], [0.010865400545299053, -0.038710400462150574, 0.01905427686870098, -0.09640990197658539, -0.08884716778993607], [0.17153123021125793, 0.11647748202085495, -0.001110089709982276, 0.048589542508125305, -0.06470532715320587], [-0.07349023222923279, -0.10757448524236679, -0.030715571716427803, 0.10934551805257797, 0.12276599556207657], [0.0495666079223156, -0.06849382072687149, 0.13415168225765228, 0.00027773960027843714, -0.08803674578666687]], "network.0.bias": [0.016914764419198036, -0.021685482934117317, 0.027216797694563866, 0.00974615104496479, -0.03110973723232746, 0.046860817819833755, 0.014395998790860176, -0.041872162371873856], "network.10.weight": [[0.04012642800807953, 0.1176300048828125, 0.038490746170282364, 0.01083508599549532, -0.0643707737326622, 0.17912599444389343, 0.02362869121134281, -0.07758380472660065], [0.043896015733480453, 0.12064899504184723, 0.017894329503178596, -0.0013308293418958783, -0.0834035649895668, 0.18635998666286469, 0.03183528408408165, -0.10151608288288116], [0.033906616270542145, 0.09167969226837158, 0.014654809609055519, -0.014669881202280521, -0.06036045402288437, 0.22398366034030914, 0.028151148930191994, -0.03455589339137077], [0.08291789144277573, 0.08534862846136093, 0.03726452961564064, -0.05786172300577164, -0.1270773708820343, 0.29984140396118164, 0.02140839956700802, -0.053133536130189896], [0.06066053360700607, 0.08111462742090225, 0.03692130744457245, -0.05563683062791824, -0.07041314244270325, 0.31155192852020264, 0.014761785976588726, -0.01836155541241169], [0.10136525332927704, 0.048330191522836685, 0.0516197606921196, -0.06878522038459778, -0.06782008707523346, 0.3454582095146179, 0.044283706694841385, -0.04000170901417732], [0.10796364396810532, 0.048586856573820114, 0.046215664595365524, -0.05129028856754303, -0.05687146261334419, 0.26307570934295654, 0.028819939121603966, -0.010190088301897049], [0.10348372906446457, 0.04193485900759697, 0.039703283458948135, -0.0247789453715086, -0.03762499988079071, 0.25800615549087524, 0.008376638405025005, 0.043922822922468185]], "network.10.bias": [-0.020382242277264595, -0.040815357118844986, -0.07167394459247589, -0.07756289839744568, -0.07979751378297806, -0.08734539151191711, -0.06542547047138214, -0.04593046382069588], "network.12.weight": [[0.16400966048240662, -0.013030660338699818, 0.052723564207553864, -0.016619691625237465, -0.013991166837513447, 0.1912848800420761, 0.021165242418646812, 0.03581176698207855]], "network.12.bias": [-0.030384885147213936], "network.2.weight": [[0.12467475980520248, -0.003046345664188266, 0.026444874703884125, 0.00824702251702547, 0.008809882216155529, 0.15151290595531464, 0.014482530765235424, 0.04510442912578583], [0.11403066664934158, 0.014038958586752415, 0.021654905751347542, 0.033260542899370193, 0.021158650517463684, 0.11812387406826019, 0.003933119121938944, 0.043004631996154785], [0.08849003165960312, 0.020752130076289177, 0.024042243137955666, 0.04285082221031189, 0.006571917794644833, 0.08642292767763138, -0.022976873442530632, 0.06945489346981049], [0.0989818125963211, 0.022929713129997253, 0.04456629976630211, 0.023608054965734482, 0.016279619187116623, 0.06488577276468277, -0.03954693302512169, 0.10096284747123718], [0.10550541430711746, 0.037927914410829544, 0.0494505874812603, 0.005990344099700451, 0.02643676847219467, 0.02610570378601551, -0.033621784299612045, 0.09809708595275879], [0.09739766269922256, 0.06989578902721405, 0.04398510232567787, 0.020266512408852577, 0.010280582122504711, 0.003108804579824209, -0.026245241984725, 0.09242907911539078], [0.10096485167741776, 0.0902944803237915, 0.0386093407869339, 0.017377590760588646, 0.00157912727445364, -0.01886015199124813, 0.021109698340296745, 0.08207757771015167], [0.06805786490440369, 0.05541006848216057, 0.04105355590581894, 0.026286838576197624, 0.017731938511133194, 0.03450744226574898, 0.01673090271651745, 0.0949377715587616]], "network.2.bias": [-0.025710077956318855, -0.006811550352722406, -0.017925800755620003, -0.02762734517455101, -0.020388593897223473, -0.022501284256577492, 0.0019513494335114956, -0.014622719027101994], "network.4.weight": [[0.07085900753736496, 0.09848238527774811, 0.04056479036808014, 0.015387712977826595, 0.018387526273727417, 0.003801738377660513, 0.009016121737658978, 0.0965038612484932], [0.07913362979888916, 0.11051496118307114, 0.044202495366334915, 0.004890934564173222, 0.01922345906496048, -0.018646715208888054, 0.03510630503296852, 0.09408847242593765], [0.06241411715745926, 0.17973293364048004, 0.015663251280784607, 0.014676540158689022, 0.00652103777974844, -0.030864225700497627, 0.037094488739967346, 0.06368474662303925], [0.007930409163236618, 0.0599476620554924, 0.03339726850390434, 0.029037395492196083, -0.0030511030927300453, 0.03730849549174309, 0.04971805959939957, 0.07507100701332092], [0.007679831702262163, 0.05430082976818085, 0.04758140817284584, 0.031136659905314445, 0.004507645033299923, 0.012047802098095417, 0.05132151022553444, 0.07623473554849625], [0.005107738543301821, 0.0581970289349556, 0.05061057209968567, 0.022559458389878273, -0.0004711681976914406, -0.014328054152429104, 0.06712348759174347, 0.05614166334271431], [0.0032657610718160868, 0.08145713806152344, 0.024472378194332123, 0.01847839541733265, 0.008255749009549618, -0.03472372889518738, 0.04847273975610733, 0.06507295370101929], [-0.03620640188455582, 0.0377078652381897, 0.03428274765610695, 0.007104932330548763, -0.017481520771980286, -0.0004939721547998488, 0.04592360556125641, 0.06579963117837906]], "network.4.bias": [-0.01729114167392254, -0.039055533707141876, 0.003739663865417242, 0.011979748494923115, 0.012894474901258945, 0.0051141842268407345, 0.03277285769581795, 0.0013158521614968777], "network.6.weight": [[-0.010479182004928589, 0.05316898226737976, 0.03386221453547478, 0.0008906376315280795, -0.018329787999391556, 0.007213593926280737, 0.06263671815395355, 0.06725762039422989], [0.02603980526328087, 0.0480247400701046, 0.039716508239507675, 0.00118626921903342, 0.0032098060473799706, -0.029698671773076057, 0.05133060738444328, 0.04475795477628708], [0.028150632977485657, 0.056848980486392975, 0.03731200098991394, 0.004781718365848064, -0.007803384214639664, -0.028407670557498932, 0.05713450536131859, 0.061802562326192856], [-0.007631461601704359, 0.06005780026316643, 0.025324566289782524, 0.0074493540450930595, -0.018189217895269394, -0.03251991048455238, 0.05849405750632286, 0.05249500647187233], [-0.012455638498067856, 0.04450547322630882, 0.025525255128741264, 0.01361930463463068, -0.015009441412985325, -0.035174962133169174, 0.05709356442093849, 0.04174632206559181], [-0.0024470125790685415, 0.029017362743616104, 0.03208122402429581, 0.015780949965119362, -0.013903834857046604, -0.026349706575274467, 0.051952168345451355, 0.04160647094249725], [-0.008893508464097977, 0.03568166121840477, 0.02535599283874035, 0.014426478184759617, -0.018216878175735474, -0.029787205159664154, 0.05665547028183937, 0.04956938698887825], [-0.007140652742236853, 0.0389755554497242, 0.026927044615149498, 0.01364628504961729, -0.01580825448036194, -0.029873186722397804, 0.047457195818424225, 0.046943869441747665]], "network.6.bias": [0.004613084252923727, -0.0021250047720968723, 8.237125439336523e-05, -0.002160074654966593, -0.005905481521040201, -0.0024603628553450108, 0.0006720548844896257, -0.003658721689134836], "network.8.weight": [[-0.042302146553993225, 0.016213342547416687, 0.030540065839886665, -0.0003697770880535245, -0.018806196749210358, -0.04780430346727371, 0.04773133620619774, 0.02895214781165123], [-0.003940592985600233, 0.020011667162179947, 0.028841009363532066, 0.011776796542108059, -0.012947586365044117, -0.029312295839190483, 0.04756414145231247, 0.02239200845360756], [-0.004751875530928373, 0.023965761065483093, 0.026812763884663582, 0.01401191670447588, -0.014844379387795925, -0.034318920224905014, 0.036291394382715225, 0.02449190244078636], [-0.019625453278422356, 0.020662911236286163, 0.024376491084694862, 0.015024750493466854, -0.013867639936506748, -0.04017474129796028, 0.032574523240327835, 0.019503455609083176], [-0.0060793436132371426, 0.017831016331911087, 0.027550553902983665, 0.012531298212707043, -0.008881169371306896, -0.044273506850004196, 0.05072486028075218, 0.028526391834020615], [-0.007730755489319563, 0.0192059725522995, 0.02716980315744877, 0.013658772222697735, -0.013581608422100544, -0.0357658714056015, 0.03486219421029091, 0.018541425466537476], [-0.013483826071023941, 0.011394421570003033, 0.022097943350672722, 0.007610044442117214, -0.004675452597439289, -0.04771576076745987, 0.03682446852326393, 0.017830129712820053], [-0.007257274817675352, 0.015936532989144325, 0.027645079419016838, 0.011574416421353817, -0.006043829955160618, -0.04103068634867668, 0.021402394399046898, 0.012288946658372879]], "network.8.bias": [-0.01039955671876669, -0.010390444658696651, -0.016349324956536293, -0.016617843881249428, -0.01272617932409048, -0.016669873148202896, -0.018860826268792152, -0.026062266901135445]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.659933, 0.360959, 0.181064, 0.359218, -0.377529], [0.133878, 0.239543, -0.209697, 0.257079, -0.245522], [0.14889, 0.488681, 0.046658, 0.382977, -0.338261], [-0.419369, -0.468396, -0.446498, -0.329506, 0.08609], [0.423158, 0.446084, -0.075705, 0.215158, -0.114889], [0.682714, 0.401572, 0.120857, 0.29055, -0.278807], [-0.262382, -0.431083, -0.003357, -0.13978, 0.454947], [-0.240371, 0.546514, -0.151533, -0.199606, 0.354756]], "network.0.bias": [0.404148, -0.050084, 0.030636, 0.24696, -0.002372, 0.330211, 0.105198, -0.216104], "network.2.weight": [[0.334684, -0.085484, 0.254184, 0.23336, 0.170613, 0.499951, 0.037701, 0.463391], [0.138585, 0.118082, -0.214164, 0.232546, -0.183597, -0.411939, 0.14737, -0.016034], [0.444215, 0.279048, 0.376766, -0.125829, 0.245251, 0.311476, -0.481083, 0.027934], [0.559451, -0.264032, 0.354099, 0.306925, 0.219454, 0.199638, -0.503681, 0.326931], [-0.162953, 0.298177, 0.031284, -0.186247, 0.214849, -0.274147, 0.520294, -0.432477], [0.172186, 0.254556, -0.034122, 0.275281, -0.10408, 0.481787, -0.534052, -0.268437], [0.551075, 0.35141, 0.269436, -0.062243, 0.381864, 0.146411, -0.006746, -0.063569], [-0.12834, -0.005423, -0.064079, -0.325053, 0.218497, -0.140995, -0.030974, -0.113806]], "network.2.bias": [-0.068315, 0.128741, 0.005614, 0.365642, 0.189258, 0.422807, 0.18765, 0.249889], "network.4.weight": [[0.472227, 0.161111, 0.023232, 0.561616, -0.033202, 0.573781, 0.129114, 0.089945], [0.538404, -0.078812, 0.379588, -0.006459, -0.440423, 0.160649, 0.131001, -0.508676], [0.106251, 0.190908, -0.151853, -0.471486, 0.339357, -0.238184, 0.022175, 0.295717], [0.275673, -0.058706, 0.279154, 0.125375, 0.042594, 0.374521, 0.109175, -0.472405], [0.451962, -0.519664, 0.454326, 0.529746, -0.34655, 0.545874, 0.359109, -0.363836], [0.573691, -0.487368, 0.461747, 0.02164, -0.487054, -0.019745, 0.476193, -0.040555], [0.2046, 0.314079, -0.078213, 0.038523, -0.188777, 0.259349, 0.020882, -0.259246], [0.330833, -0.179943, 0.354067, 0.541573, -0.566621, 0.340527, 0.374101, -0.311289]], "network.4.bias": [-0.192005, -0.02258, 0.435919, 0.394448, -0.125849, 0.098838, 0.509832, -0.07963], "network.6.weight": [[-0.2752, 0.083914, 0.318464, 0.368776, -0.029996, -0.151052, 0.007936, -0.014133], [0.51337, 0.12356, -0.303023, 0.084552, 0.521565, 0.309397, -0.031006, 0.390414], [-0.01205, 0.1238, 0.394018, 0.464351, -0.360671, -0.064487, 0.181833, -0.344366], [-0.515917, -0.234692, 0.099516, 0.187827, 0.005966, -0.149111, 0.388634, -0.162965], [0.106354, 0.140038, -0.561286, 0.529279, 0.54331, 0.465394, 0.029083, 0.396744], [-0.109672, -0.381774, 0.430685, 0.119516, -0.304653, 0.043469, 0.33839, -0.136322], [0.225065, 0.329805, -0.324795, 0.174193, 0.562951, 0.568826, 0.186468, 0.180562], [-0.28935, -0.317858, 0.418893, 0.428052, -0.133481, 0.255448, 0.289745, -0.394323]], "network.6.bias": [-0.093584, 0.282778, 0.384168, 0.1162, -0.125511, 0.325185, 0.121286, 0.051438], "network.8.weight": [[-0.21091, 0.550311, -0.05223, -0.395377, 0.377477, -0.315255, 0.43275, -0.423595], [-0.060606, 0.059433, -0.192965, -0.228237, 0.175695, -0.448664, 0.429152, 0.065212], [0.415507, 0.070262, 0.210451, -0.138886, -0.136172, 0.276816, -0.208114, -0.169682], [0.212561, -0.079691, 0.351974, -0.149892, 0.110864, -0.145637, 0.039743, -0.061254], [-0.410767, 0.008816, -0.32825, -0.38363, 0.337768, -0.160139, 0.355162, -0.26883], [0.124881, 0.208688, -0.200094, -0.515704, 0.468595, -0.477194, 0.108713, 0.02112], [-0.277986, -0.159027, 0.047236, 0.273242, -0.408897, 0.224607, -0.004289, 0.370256], [0.169977, 0.121377, 0.316346, 0.050248, -0.235717, 0.13654, -0.181509, -0.006558]], "network.8.bias": [-0.082943, 0.299391, -0.210029, -0.237824, -0.012325, -0.183417, 0.446766, 0.313542], "network.10.weight": [[0.535843, 0.379961, -0.228125, 0.238478, 0.254124, 0.495133, -0.502405, -0.483568], [0.464162, 0.228809, -0.08281, 0.012755, 0.407444, -0.081671, 0.073443, -0.302414], [0.395002, 0.190611, -0.310948, -0.221188, 0.21721, 0.049665, -0.032319, -0.228776], [-0.137184, -0.062031, -0.198441, -0.074938, -0.006204, -0.292817, 0.014971, 0.037986], [-0.1232, 0.147616, 0.268022, 0.125108, -0.459997, 0.109557, 0.127923, -0.042201], [-0.138151, 0.077418, 0.178265, 0.127047, -0.012128, 0.286138, 0.497266, 0.246046], [-0.287189, 0.418145, -0.324614, -0.100712, -0.22485, -0.226831, 0.489159, 0.395963], [0.066651, 0.570615, -0.142015, -0.045448, 0.353189, -0.099419, -0.478161, -0.354718]], "network.10.bias": [0.188397, -0.116314, -0.311252, 0.153468, -0.082666, -0.148759, 0.231849, -0.407893], "network.12.weight": [[-0.518136, -0.5509, -0.204355, 0.186124, 0.025468, 0.016818, 0.472497, -0.279186]], "network.12.bias": [0.293534]}
|
{"alternating": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8607142857142858, "precision": 0.28110599078341014, "recall": 0.61, "f1": 0.38485804416403785, "tp": 61, "fp": 156, "fn": 39, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.805, "precision": 0.10138248847926268, "recall": 0.22, "f1": 0.13880126182965302, "tp": 22, "fp": 195, "fn": 78, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8364285714285714, "precision": 0.20276497695852536, "recall": 0.44, "f1": 0.27760252365930604, "tp": 44, "fp": 173, "fn": 56, "tn": 1127, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7807142857142857, "precision": 0.02304147465437788, "recall": 0.05, "f1": 0.031545741324921134, "tp": 5, "fp": 212, "fn": 95, "tn": 1088, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8007142857142857, "precision": 0.08755760368663594, "recall": 0.19, "f1": 0.1198738170347003, "tp": 19, "fp": 198, "fn": 81, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.775, "precision": 0.004608294930875576, "recall": 0.01, "f1": 0.006309148264984228, "tp": 1, "fp": 216, "fn": 99, "tn": 1084, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8533333333333334, "precision": 0.3089171974522293, "recall": 0.97, "f1": 0.4685990338164251, "tp": 97, "fp": 217, "fn": 3, "tn": 1183, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8421428571428572, "precision": 0.22119815668202766, "recall": 0.48, "f1": 0.3028391167192429, "tp": 48, "fp": 169, "fn": 52, "tn": 1131, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7835714285714286, "precision": 0.03225806451612903, "recall": 0.07, "f1": 0.04416403785488959, "tp": 7, "fp": 210, "fn": 93, "tn": 1090, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8003911564625852, "macro_precision": 0.09020244629596239, "macro_recall": 0.21714285714285714, "macro_f1": 0.12675662319058287, "micro_accuracy": 0.8006598984771574, "micro_precision": 0.09696969696969697, "micro_recall": 0.21714285714285714, "micro_f1": 0.13406835722160967}}
|
{"network.0.weight": [[-0.024435048922896385, -0.029642511159181595, -0.006003344897180796, 0.06310264766216278, 0.1048114225268364], [-0.05150507017970085, -0.026541195809841156, 0.0741475522518158, 0.005091758910566568, -0.03284452110528946], [0.06714094430208206, 0.10094305127859116, 0.008729228749871254, -0.025572897866368294, -0.030325908213853836], [0.0321996696293354, -0.03356657922267914, -0.01806369610130787, 0.06289637833833694, 0.09001555293798447], [-0.0034524211660027504, -0.03887069970369339, 0.04489509388804436, 0.03633918985724449, -0.039649203419685364], [0.06958851963281631, 0.06154942885041237, 0.0008511713822372258, 0.03406510502099991, -0.06649017333984375], [0.022867510095238686, -0.0578911192715168, -0.01722625084221363, 0.028173107653856277, 0.07516990602016449], [0.038285691291093826, -0.04761704429984093, 0.1283993273973465, 0.04386869817972183, -0.040048763155937195]], "network.0.bias": [0.010838652029633522, -0.018298977985978127, 0.046682313084602356, 0.004152680281549692, -0.026135222986340523, 0.075144462287426, 0.0216751117259264, -0.022489288821816444], "network.10.weight": [[0.00673481123521924, 0.0846804678440094, 0.03779568523168564, -0.004493840970098972, -0.026677288115024567, 0.1507234424352646, 0.058138903230428696, -0.028014106675982475], [0.017194196581840515, 0.09126647561788559, 0.014347577467560768, -0.014620722271502018, -0.04174170643091202, 0.15515130758285522, 0.05441095307469368, -0.050270069390535355], [0.012702997773885727, 0.0702434852719307, 0.013740191236138344, -0.029843753203749657, -0.01634938269853592, 0.18379390239715576, 0.03509775921702385, 0.013489259406924248], [0.048584308475255966, 0.07208012789487839, 0.031245408579707146, -0.05792604386806488, -0.08494488894939423, 0.24277052283287048, 0.03184619918465614, -0.010586864314973354], [0.03442998230457306, 0.07497426867485046, 0.030220573768019676, -0.05781849846243858, -0.02919050306081772, 0.2391597181558609, 0.016895560547709465, 0.017692657187581062], [0.05362231284379959, 0.05097729340195656, 0.04602176323533058, -0.05831267312169075, -0.027770090848207474, 0.2529413104057312, 0.04199584573507309, 0.0018449978670105338], [0.07362049072980881, 0.047601185739040375, 0.04075975343585014, -0.041946958750486374, -0.015457996167242527, 0.17260845005512238, 0.027409175410866737, 0.025973670184612274], [0.05721254274249077, 0.04219789803028107, 0.03073274902999401, -0.007319335825741291, 0.002903836779296398, 0.15227307379245758, 0.005307870451360941, 0.06752656400203705]], "network.10.bias": [-0.004381763283163309, -0.02206798456609249, -0.04517221450805664, -0.04967223107814789, -0.044179461896419525, -0.051547471433877945, -0.03015737049281597, 0.0009609753615222871], "network.12.weight": [[0.06261614710092545, -0.009761136956512928, 0.052479978650808334, 0.0076830340549349785, -0.002011774107813835, 0.08848462998867035, 0.004836427513509989, 0.04675895720720291]], "network.12.bias": [0.008063078857958317], "network.2.weight": [[0.04891865700483322, 0.008001633919775486, 0.030999669805169106, 0.02126261405646801, 0.019993219524621964, 0.05597180500626564, 0.00816072802990675, 0.06035859137773514], [0.048284418880939484, 0.018209313973784447, 0.027694443240761757, 0.03704099729657173, 0.01559517439454794, 0.04426159709692001, -0.007959065027534962, 0.05819525942206383], [0.040991947054862976, 0.03108711913228035, 0.028239859268069267, 0.03678201884031296, 0.0014888709411025047, 0.034579869359731674, -0.028985293582081795, 0.07512789964675903], [0.035740502178668976, 0.036104436963796616, 0.054320547729730606, 0.02398381382226944, 0.004126272164285183, 0.019186144694685936, -0.04206318035721779, 0.09809766709804535], [0.042576927691698074, 0.04398331418633461, 0.06138094142079353, 0.006725112907588482, 0.012452728115022182, -0.002221966627985239, -0.041210807859897614, 0.09225080907344818], [0.051098912954330444, 0.07239820063114166, 0.055322788655757904, 0.01516100112348795, 0.0028106896206736565, -0.011409844271838665, -0.03412327542901039, 0.08539538830518723], [0.058880411088466644, 0.08544623851776123, 0.053146831691265106, 0.011490979231894016, 0.0009298278018832207, -0.028395267203450203, 0.008598375134170055, 0.08425280451774597], [0.03288800269365311, 0.06275294721126556, 0.05106529965996742, 0.026393525302410126, 0.00784295704215765, 0.009039086289703846, -0.00046021619345992804, 0.09282699972391129]], "network.2.bias": [0.01627076230943203, 0.027029607445001602, 0.02112623117864132, 0.016653655096888542, 0.017750946804881096, 0.012789902277290821, 0.029513640329241753, 0.013459102250635624], "network.4.weight": [[0.045150503516197205, 0.10019896179437637, 0.054051268845796585, 0.016644632443785667, 0.012031800113618374, -0.007793838623911142, -0.008482993580400944, 0.08922851830720901], [0.0546264611184597, 0.11037137359380722, 0.060110170394182205, 0.0076862508431077, 0.0174761563539505, -0.01906798966228962, 0.012963994406163692, 0.0904197245836258], [0.06162306293845177, 0.16833066940307617, 0.030712174251675606, 0.012043401598930359, 0.013806919567286968, -0.027841361239552498, 0.014567366801202297, 0.06705359369516373], [0.034360989928245544, 0.06474766880273819, 0.04100224748253822, 0.024308642372488976, 0.011271308176219463, 0.014414657838642597, 0.021025607362389565, 0.07330897450447083], [0.04676457494497299, 0.06238247826695442, 0.05365991219878197, 0.02577303536236286, 0.016539450734853745, -0.004025439266115427, 0.022015118971467018, 0.07267745584249496], [0.04812624678015709, 0.0673241838812828, 0.05557500943541527, 0.017898129299283028, 0.012649587355554104, -0.02164875902235508, 0.03326553478837013, 0.051950447261333466], [0.05279988422989845, 0.08867178857326508, 0.03480572625994682, 0.010200630873441696, 0.02132556587457657, -0.034120090305805206, 0.024851927533745766, 0.0636269599199295], [0.021170027554035187, 0.04934128001332283, 0.04306149110198021, 0.0035777147859334946, -0.006392349489033222, -0.006188827101141214, 0.03361617401242256, 0.06025403365492821]], "network.4.bias": [0.01200332585722208, -0.009392513893544674, 0.026198610663414, 0.03701424598693848, 0.038483742624521255, 0.03150494024157524, 0.05101464316248894, 0.02419658936560154], "network.6.weight": [[0.04258567839860916, 0.05852165445685387, 0.041493143886327744, -0.005993458442389965, -0.004862879402935505, 0.00880537647753954, 0.05603228136897087, 0.06573669612407684], [0.07333273440599442, 0.046676091849803925, 0.047019485384225845, -0.014903257600963116, 0.01587425172328949, -0.02209644950926304, 0.04805096611380577, 0.04491594433784485], [0.0712239220738411, 0.05532441660761833, 0.044381968677043915, -0.013452237471938133, 0.0078538553789258, -0.02284895069897175, 0.032014232128858566, 0.05821247771382332], [0.03755542263388634, 0.07062976062297821, 0.03809564188122749, -0.0011638711439445615, -0.004542757757008076, -0.027137989178299904, 0.03433746472001076, 0.04998013377189636], [0.03686092421412468, 0.058270927518606186, 0.036752909421920776, 0.0021184487268328667, -0.0020991144701838493, -0.03043694607913494, 0.038970157504081726, 0.04189920797944069], [0.04343119263648987, 0.0443555973470211, 0.039809245616197586, 0.0007543870015069842, -0.0015849610790610313, -0.02351624332368374, 0.030794208869338036, 0.042372915893793106], [0.039197005331516266, 0.05196225270628929, 0.035281702876091, 0.0007873725844547153, -0.006247398443520069, -0.026159310713410378, 0.033830951899290085, 0.048482950776815414], [0.04000544548034668, 0.055887896567583084, 0.03796917945146561, 0.0016225193394348025, -0.004485015757381916, -0.026586757972836494, 0.028738850727677345, 0.04862780496478081]], "network.6.bias": [0.02775399200618267, 0.022821420803666115, 0.024276509881019592, 0.02196546457707882, 0.01933681033551693, 0.022043367847800255, 0.025228003039956093, 0.018672676756978035], "network.8.weight": [[0.008786551654338837, 0.03519744053483009, 0.04072875156998634, -0.010870604775846004, -0.009143284521996975, -0.03970504179596901, 0.034573160111904144, 0.03193923085927963], [0.042652666568756104, 0.03804503753781319, 0.035982292145490646, -0.004374786280095577, -0.002996467985212803, -0.023650633171200752, 0.03792049363255501, 0.02553027868270874], [0.03873291611671448, 0.041276101022958755, 0.03467513248324394, -0.002618934027850628, -0.005902201868593693, -0.029237138107419014, 0.025441987439990044, 0.028856541961431503], [0.028784848749637604, 0.03822387382388115, 0.03186841681599617, -0.002187705598771572, -0.003975217230618, -0.03395046666264534, 0.027267443016171455, 0.024199817329645157], [0.03809434920549393, 0.03373389318585396, 0.033588096499443054, -0.00526489969342947, 0.00025247130542993546, -0.037276510149240494, 0.038794633001089096, 0.03046603873372078], [0.03977921977639198, 0.03536964952945709, 0.03640073165297508, -0.003869970329105854, -0.0037316465750336647, -0.029037242755293846, 0.02876388095319271, 0.022962145507335663], [0.03139752894639969, 0.02724906988441944, 0.030034570023417473, -0.0109372204169631, 0.0045852987095713615, -0.03991448134183884, 0.03159042075276375, 0.023199763149023056], [0.035729579627513885, 0.03468544781208038, 0.03295229747891426, -0.007110896520316601, 0.0010172231122851372, -0.03300246223807335, 0.02091060020029545, 0.018969353288412094]], "network.8.bias": [0.014710250310599804, 0.014056471176445484, 0.008615226484835148, 0.008729937486350536, 0.01180498767644167, 0.007705969270318747, 0.005837833043187857, -0.0014189579524099827]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.659933, 0.360959, 0.181064, 0.359218, -0.377529], [0.133878, 0.239543, -0.209697, 0.257079, -0.245522], [0.14889, 0.488681, 0.046658, 0.382977, -0.338261], [-0.419369, -0.468396, -0.446498, -0.329506, 0.08609], [0.423158, 0.446084, -0.075705, 0.215158, -0.114889], [0.682714, 0.401572, 0.120857, 0.29055, -0.278807], [-0.262382, -0.431083, -0.003357, -0.13978, 0.454947], [-0.240371, 0.546514, -0.151533, -0.199606, 0.354756]], "network.0.bias": [0.404148, -0.050084, 0.030636, 0.24696, -0.002372, 0.330211, 0.105198, -0.216104], "network.2.weight": [[0.334684, -0.085484, 0.254184, 0.23336, 0.170613, 0.499951, 0.037701, 0.463391], [0.138585, 0.118082, -0.214164, 0.232546, -0.183597, -0.411939, 0.14737, -0.016034], [0.444215, 0.279048, 0.376766, -0.125829, 0.245251, 0.311476, -0.481083, 0.027934], [0.559451, -0.264032, 0.354099, 0.306925, 0.219454, 0.199638, -0.503681, 0.326931], [-0.162953, 0.298177, 0.031284, -0.186247, 0.214849, -0.274147, 0.520294, -0.432477], [0.172186, 0.254556, -0.034122, 0.275281, -0.10408, 0.481787, -0.534052, -0.268437], [0.551075, 0.35141, 0.269436, -0.062243, 0.381864, 0.146411, -0.006746, -0.063569], [-0.12834, -0.005423, -0.064079, -0.325053, 0.218497, -0.140995, -0.030974, -0.113806]], "network.2.bias": [-0.068315, 0.128741, 0.005614, 0.365642, 0.189258, 0.422807, 0.18765, 0.249889], "network.4.weight": [[0.472227, 0.161111, 0.023232, 0.561616, -0.033202, 0.573781, 0.129114, 0.089945], [0.538404, -0.078812, 0.379588, -0.006459, -0.440423, 0.160649, 0.131001, -0.508676], [0.106251, 0.190908, -0.151853, -0.471486, 0.339357, -0.238184, 0.022175, 0.295717], [0.275673, -0.058706, 0.279154, 0.125375, 0.042594, 0.374521, 0.109175, -0.472405], [0.451962, -0.519664, 0.454326, 0.529746, -0.34655, 0.545874, 0.359109, -0.363836], [0.573691, -0.487368, 0.461747, 0.02164, -0.487054, -0.019745, 0.476193, -0.040555], [0.2046, 0.314079, -0.078213, 0.038523, -0.188777, 0.259349, 0.020882, -0.259246], [0.330833, -0.179943, 0.354067, 0.541573, -0.566621, 0.340527, 0.374101, -0.311289]], "network.4.bias": [-0.192005, -0.02258, 0.435919, 0.394448, -0.125849, 0.098838, 0.509832, -0.07963], "network.6.weight": [[-0.2752, 0.083914, 0.318464, 0.368776, -0.029996, -0.151052, 0.007936, -0.014133], [0.51337, 0.12356, -0.303023, 0.084552, 0.521565, 0.309397, -0.031006, 0.390414], [-0.01205, 0.1238, 0.394018, 0.464351, -0.360671, -0.064487, 0.181833, -0.344366], [-0.515917, -0.234692, 0.099516, 0.187827, 0.005966, -0.149111, 0.388634, -0.162965], [0.106354, 0.140038, -0.561286, 0.529279, 0.54331, 0.465394, 0.029083, 0.396744], [-0.109672, -0.381774, 0.430685, 0.119516, -0.304653, 0.043469, 0.33839, -0.136322], [0.225065, 0.329805, -0.324795, 0.174193, 0.562951, 0.568826, 0.186468, 0.180562], [-0.28935, -0.317858, 0.418893, 0.428052, -0.133481, 0.255448, 0.289745, -0.394323]], "network.6.bias": [-0.093584, 0.282778, 0.384168, 0.1162, -0.125511, 0.325185, 0.121286, 0.051438], "network.8.weight": [[-0.21091, 0.550311, -0.05223, -0.395377, 0.377477, -0.315255, 0.43275, -0.423595], [-0.060606, 0.059433, -0.192965, -0.228237, 0.175695, -0.448664, 0.429152, 0.065212], [0.415507, 0.070262, 0.210451, -0.138886, -0.136172, 0.276816, -0.208114, -0.169682], [0.212561, -0.079691, 0.351974, -0.149892, 0.110864, -0.145637, 0.039743, -0.061254], [-0.410767, 0.008816, -0.32825, -0.38363, 0.337768, -0.160139, 0.355162, -0.26883], [0.124881, 0.208688, -0.200094, -0.515704, 0.468595, -0.477194, 0.108713, 0.02112], [-0.277986, -0.159027, 0.047236, 0.273242, -0.408897, 0.224607, -0.004289, 0.370256], [0.169977, 0.121377, 0.316346, 0.050248, -0.235717, 0.13654, -0.181509, -0.006558]], "network.8.bias": [-0.082943, 0.299391, -0.210029, -0.237824, -0.012325, -0.183417, 0.446766, 0.313542], "network.10.weight": [[0.535843, 0.379961, -0.228125, 0.238478, 0.254124, 0.495133, -0.502405, -0.483568], [0.464162, 0.228809, -0.08281, 0.012755, 0.407444, -0.081671, 0.073443, -0.302414], [0.395002, 0.190611, -0.310948, -0.221188, 0.21721, 0.049665, -0.032319, -0.228776], [-0.137184, -0.062031, -0.198441, -0.074938, -0.006204, -0.292817, 0.014971, 0.037986], [-0.1232, 0.147616, 0.268022, 0.125108, -0.459997, 0.109557, 0.127923, -0.042201], [-0.138151, 0.077418, 0.178265, 0.127047, -0.012128, 0.286138, 0.497266, 0.246046], [-0.287189, 0.418145, -0.324614, -0.100712, -0.22485, -0.226831, 0.489159, 0.395963], [0.066651, 0.570615, -0.142015, -0.045448, 0.353189, -0.099419, -0.478161, -0.354718]], "network.10.bias": [0.188397, -0.116314, -0.311252, 0.153468, -0.082666, -0.148759, 0.231849, -0.407893], "network.12.weight": [[-0.518136, -0.5509, -0.204355, 0.186124, 0.025468, 0.016818, 0.472497, -0.279186]], "network.12.bias": [0.293534]}
|
{"alternating": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8607142857142858, "precision": 0.28110599078341014, "recall": 0.61, "f1": 0.38485804416403785, "tp": 61, "fp": 156, "fn": 39, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.805, "precision": 0.10138248847926268, "recall": 0.22, "f1": 0.13880126182965302, "tp": 22, "fp": 195, "fn": 78, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8364285714285714, "precision": 0.20276497695852536, "recall": 0.44, "f1": 0.27760252365930604, "tp": 44, "fp": 173, "fn": 56, "tn": 1127, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7807142857142857, "precision": 0.02304147465437788, "recall": 0.05, "f1": 0.031545741324921134, "tp": 5, "fp": 212, "fn": 95, "tn": 1088, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8007142857142857, "precision": 0.08755760368663594, "recall": 0.19, "f1": 0.1198738170347003, "tp": 19, "fp": 198, "fn": 81, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.775, "precision": 0.004608294930875576, "recall": 0.01, "f1": 0.006309148264984228, "tp": 1, "fp": 216, "fn": 99, "tn": 1084, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8533333333333334, "precision": 0.3089171974522293, "recall": 0.97, "f1": 0.4685990338164251, "tp": 97, "fp": 217, "fn": 3, "tn": 1183, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8421428571428572, "precision": 0.22119815668202766, "recall": 0.48, "f1": 0.3028391167192429, "tp": 48, "fp": 169, "fn": 52, "tn": 1131, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7835714285714286, "precision": 0.03225806451612903, "recall": 0.07, "f1": 0.04416403785488959, "tp": 7, "fp": 210, "fn": 93, "tn": 1090, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8003911564625852, "macro_precision": 0.09020244629596239, "macro_recall": 0.21714285714285714, "macro_f1": 0.12675662319058287, "micro_accuracy": 0.8006598984771574, "micro_precision": 0.09696969696969697, "micro_recall": 0.21714285714285714, "micro_f1": 0.13406835722160967}}
|
{"network.0.weight": [[-0.0466427356004715, 0.03325597941875458, 0.019991448149085045, -0.023600608110427856, 0.0343652106821537], [-0.031537409871816635, 0.004514566622674465, 0.10335209965705872, -0.045712199062108994, 0.019719339907169342], [-0.02918132208287716, 0.043095726519823074, 0.004869794938713312, -0.010885518975555897, 0.0033172881230711937], [-0.04821028932929039, 0.006685574073344469, 0.015978416427969933, -0.03247149661183357, 0.04128452390432358], [0.010716321878135204, 0.0016090041026473045, 0.05558136850595474, -0.07386091351509094, -0.0215473435819149], [-0.03259708359837532, 0.02456343173980713, 0.007247718516737223, 0.04867633059620857, -0.009826467372477055], [-0.09863089770078659, -0.06961851567029953, 0.03475043550133705, -0.05306781828403473, 0.039168037474155426], [0.06673362851142883, 0.012368055991828442, 0.03129729628562927, -0.07391592860221863, -0.053670380264520645]], "network.0.bias": [-0.0029987746383994818, 0.011442241258919239, 0.08158329129219055, 0.013778353109955788, 0.021230412647128105, 0.04528402164578438, 0.030619995668530464, 0.003634755965322256], "network.10.weight": [[-0.026176054030656815, 0.041855279356241226, 0.04761510342359543, 0.042315006256103516, 0.025225196033716202, 0.02743789739906788, -0.054145779460668564, -0.04833653196692467], [-0.018413230776786804, 0.05172622948884964, 0.02587014250457287, 0.03998417779803276, 0.005856356583535671, 0.0251202043145895, -0.04769448935985565, -0.07625328749418259], [-0.016663581132888794, 0.0411967858672142, 0.015179241076111794, 0.03328613564372063, 0.024688415229320526, 0.033833470195531845, -0.05166294053196907, -0.01679413393139839], [-0.007932089269161224, 0.04892215505242348, 0.017481179907917976, 0.05398482829332352, -0.047389496117830276, 0.033440444618463516, -0.039364468306303024, -0.04008255526423454], [-0.006814922671765089, 0.04850393533706665, 0.025604290887713432, 0.03794904425740242, 0.0006939498707652092, 0.03627190366387367, -0.04305141046643257, -0.014428501017391682], [-0.006057280581444502, 0.031085524708032608, 0.03498407453298569, 0.05134004354476929, -0.005452153272926807, 0.02342052571475506, -0.012368220835924149, -0.03605208545923233], [0.004964121151715517, 0.02750176191329956, 0.01998218335211277, 0.04820389673113823, -0.009840589947998524, -0.0035772123374044895, -0.007170883473008871, -0.011551499366760254], [-0.002191971754655242, 0.01757773384451866, 0.001493791351094842, 0.062108706682920456, -0.003546574153006077, -0.0006300085806287825, -0.02319798432290554, 0.02004113420844078]], "network.10.bias": [0.011849706061184406, -0.009921032004058361, -0.026746654883027077, -0.04101337864995003, -0.031121494248509407, -0.02913614548742771, -0.009357395581901073, 0.00914736557751894], "network.12.weight": [[-0.013084955513477325, -0.013724093325436115, 0.01445841882377863, 0.05013309419155121, -0.02753560245037079, 0.0012698000064119697, -0.008891583420336246, -0.005997955333441496]], "network.12.bias": [0.017854733392596245], "network.2.weight": [[-0.019260365515947342, -0.00968505535274744, -0.006857209373265505, 0.044040754437446594, -0.004367765970528126, 0.004386854823678732, 0.003201304469257593, -0.004534836392849684], [-0.006779264193028212, 0.010300477035343647, -0.0069465856067836285, 0.04572293534874916, -0.009792634285986423, 0.00865138042718172, 0.009254406206309795, -0.004308852832764387], [-0.019363949075341225, 0.015457729808986187, -0.005660542752593756, 0.04046855494379997, -0.027387220412492752, 0.014604424126446247, 0.008037197403609753, 0.003938585985451937], [-0.030113408342003822, 0.014706681482493877, 0.023149769753217697, 0.03801023215055466, -0.024932220578193665, 0.006388162728399038, 0.01036525797098875, 0.014500558376312256], [-0.021259980276226997, 0.02216249890625477, 0.03452466055750847, 0.023544954136013985, -0.014339984394609928, -0.00047612428897991776, 0.014332774095237255, 0.005135428626090288], [-0.010733114555478096, 0.045935194939374924, 0.03166601434350014, 0.023796724155545235, -0.028318185359239578, 0.003973399754613638, 0.011595944873988628, 0.003616001922637224], [-0.00038523011608049273, 0.052397470921278, 0.029247190803289413, 0.015212724916636944, -0.030229836702346802, -0.004295507911592722, 0.05274629965424538, 0.01744876801967621], [-0.005644917022436857, 0.017993846908211708, 0.027041833847761154, 0.02690937928855419, -0.015499155037105083, 0.010324005968868732, 0.055260952562093735, 0.023225929588079453]], "network.2.bias": [0.01286314893513918, 0.017436331138014793, 0.0032606921158730984, -0.011165431700646877, -0.008163060061633587, -0.012732393108308315, 0.010447745211422443, -0.012525725178420544], "network.4.weight": [[0.002301775151863694, 0.04715196415781975, 0.03169848397374153, 0.019574353471398354, -0.011815753765404224, 0.010913592763245106, 0.050818752497434616, 0.014756463468074799], [0.011521520093083382, 0.055837471038103104, 0.03951159492135048, 0.010882205329835415, -0.0071205319836735725, 0.00975423026829958, 0.0666467696428299, 0.022070806473493576], [0.029467621818184853, 0.10722973942756653, 0.011028742417693138, 0.009930345229804516, -0.007184416987001896, 0.0039919218979775906, 0.042415834963321686, 0.02058449015021324], [0.027225252240896225, 0.011139053851366043, 0.016396066173911095, 0.01890435256063938, -0.008530042134225368, 0.010841195471584797, 0.045004479587078094, 0.029175132513046265], [0.03686738759279251, 0.011049442924559116, 0.03335358574986458, 0.016495103016495705, -0.00674248393625021, -0.0041737803258001804, 0.05446067079901695, 0.02593911439180374], [0.03972110152244568, 0.016910133883357048, 0.03389079496264458, 0.007518867962062359, -0.00842279102653265, -0.012860509566962719, 0.06260333210229874, 0.0065064881928265095], [0.046822816133499146, 0.04004883021116257, 0.017533643171191216, -0.002003052271902561, 0.0004923166707158089, -0.015513855032622814, 0.044933345168828964, 0.01857762038707733], [0.018633082509040833, -0.0027656059246510267, 0.0290235448628664, -0.0032658660784363747, -0.023154329508543015, -0.007974806241691113, 0.04421522468328476, 0.0060166832990944386]], "network.4.bias": [-0.021357955411076546, -0.03911866620182991, 0.005881176795810461, 0.014439177699387074, 0.011437640525400639, -0.002330463845282793, 0.022984778508543968, -0.003172666300088167], "network.6.weight": [[0.04294492304325104, 0.012048079632222652, 0.026639917865395546, -0.014227363280951977, -0.011823606677353382, 0.004010458942502737, 0.04946970194578171, 0.01478368416428566], [0.06336769461631775, 0.0047372314147651196, 0.03917275741696358, -0.017103224992752075, 0.003534824587404728, -0.01793978549540043, 0.035199426114559174, 0.0005878772353753448], [0.07159321010112762, 0.012677258811891079, 0.03329385444521904, -0.016913902014493942, -0.00759019423276186, -0.013108941726386547, 0.059599619358778, 0.004641205538064241], [0.03338626027107239, 0.021235350519418716, 0.020162401720881462, -0.01021395344287157, -0.017580293118953705, -0.014455425553023815, 0.05563834682106972, 0.0004360791062936187], [0.03635530546307564, 0.012432846240699291, 0.01858421042561531, -0.006301145069301128, -0.015924494713544846, -0.019799167290329933, 0.05597153306007385, -0.006088930647820234], [0.042002931237220764, 0.00022487278329208493, 0.022485094144940376, -0.007384764961898327, -0.015300585888326168, -0.01656276173889637, 0.0497530959546566, -0.004034023266285658], [0.040242910385131836, 0.0064464653842151165, 0.016971247270703316, -0.006973952986299992, -0.022372927516698837, -0.017722250893712044, 0.05849752947688103, -0.0019736248068511486], [0.03650626912713051, 0.008949278853833675, 0.01920616813004017, -0.005139508284628391, -0.018686864525079727, -0.018876338377594948, 0.04990818724036217, -0.0023064310662448406]], "network.6.bias": [0.007723761256784201, 0.006764014717191458, -0.010423935018479824, -0.009787234477698803, -0.008620007894933224, -0.006816009525209665, -0.005501857493072748, -0.010927396826446056], "network.8.weight": [[0.015576863661408424, -0.010237523354589939, 0.021441487595438957, -0.018512997776269913, -0.022901035845279694, -0.037323106080293655, 0.04630453884601593, -0.014160510152578354], [0.04349659010767937, -0.004815780092030764, 0.019481196999549866, -0.013328746892511845, -0.01751742884516716, -0.01836816407740116, 0.04309793934226036, -0.01712612435221672], [0.03972836583852768, -0.0010269253980368376, 0.019861528649926186, -0.009868227876722813, -0.022320114076137543, -0.02264305390417576, 0.033481333404779434, -0.012994948774576187], [0.03685995936393738, -0.005701657850295305, 0.014630503952503204, -0.012956653721630573, -0.020624544471502304, -0.02868505008518696, 0.028544625267386436, -0.015428181737661362], [0.04280904680490494, -0.008298174478113651, 0.016690554097294807, -0.016930541023612022, -0.016859393566846848, -0.030880669131875038, 0.046798791736364365, -0.014049556106328964], [0.04245101660490036, -0.006464019883424044, 0.019238416105508804, -0.012766527943313122, -0.017945174127817154, -0.02516213245689869, 0.03242923319339752, -0.019821714609861374], [0.03372885659337044, -0.014090192504227161, 0.013832291588187218, -0.019403770565986633, -0.011758099310100079, -0.03952018544077873, 0.035935722291469574, -0.01985425129532814], [0.03754648566246033, -0.006788999307900667, 0.01717614196240902, -0.016074275597929955, -0.015237648971378803, -0.029464857652783394, 0.01809004507958889, -0.016424860805273056]], "network.8.bias": [-0.010620570741593838, -0.011306955479085445, -0.013700700365006924, -0.012619747780263424, -0.012861925177276134, -0.012604932300746441, -0.015630828216671944, -0.020476264879107475]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.659933, 0.360959, 0.181064, 0.359218, -0.377529], [0.133878, 0.239543, -0.209697, 0.257079, -0.245522], [0.14889, 0.488681, 0.046658, 0.382977, -0.338261], [-0.419369, -0.468396, -0.446498, -0.329506, 0.08609], [0.423158, 0.446084, -0.075705, 0.215158, -0.114889], [0.682714, 0.401572, 0.120857, 0.29055, -0.278807], [-0.262382, -0.431083, -0.003357, -0.13978, 0.454947], [-0.240371, 0.546514, -0.151533, -0.199606, 0.354756]], "network.0.bias": [0.404148, -0.050084, 0.030636, 0.24696, -0.002372, 0.330211, 0.105198, -0.216104], "network.2.weight": [[0.334684, -0.085484, 0.254184, 0.23336, 0.170613, 0.499951, 0.037701, 0.463391], [0.138585, 0.118082, -0.214164, 0.232546, -0.183597, -0.411939, 0.14737, -0.016034], [0.444215, 0.279048, 0.376766, -0.125829, 0.245251, 0.311476, -0.481083, 0.027934], [0.559451, -0.264032, 0.354099, 0.306925, 0.219454, 0.199638, -0.503681, 0.326931], [-0.162953, 0.298177, 0.031284, -0.186247, 0.214849, -0.274147, 0.520294, -0.432477], [0.172186, 0.254556, -0.034122, 0.275281, -0.10408, 0.481787, -0.534052, -0.268437], [0.551075, 0.35141, 0.269436, -0.062243, 0.381864, 0.146411, -0.006746, -0.063569], [-0.12834, -0.005423, -0.064079, -0.325053, 0.218497, -0.140995, -0.030974, -0.113806]], "network.2.bias": [-0.068315, 0.128741, 0.005614, 0.365642, 0.189258, 0.422807, 0.18765, 0.249889], "network.4.weight": [[0.472227, 0.161111, 0.023232, 0.561616, -0.033202, 0.573781, 0.129114, 0.089945], [0.538404, -0.078812, 0.379588, -0.006459, -0.440423, 0.160649, 0.131001, -0.508676], [0.106251, 0.190908, -0.151853, -0.471486, 0.339357, -0.238184, 0.022175, 0.295717], [0.275673, -0.058706, 0.279154, 0.125375, 0.042594, 0.374521, 0.109175, -0.472405], [0.451962, -0.519664, 0.454326, 0.529746, -0.34655, 0.545874, 0.359109, -0.363836], [0.573691, -0.487368, 0.461747, 0.02164, -0.487054, -0.019745, 0.476193, -0.040555], [0.2046, 0.314079, -0.078213, 0.038523, -0.188777, 0.259349, 0.020882, -0.259246], [0.330833, -0.179943, 0.354067, 0.541573, -0.566621, 0.340527, 0.374101, -0.311289]], "network.4.bias": [-0.192005, -0.02258, 0.435919, 0.394448, -0.125849, 0.098838, 0.509832, -0.07963], "network.6.weight": [[-0.2752, 0.083914, 0.318464, 0.368776, -0.029996, -0.151052, 0.007936, -0.014133], [0.51337, 0.12356, -0.303023, 0.084552, 0.521565, 0.309397, -0.031006, 0.390414], [-0.01205, 0.1238, 0.394018, 0.464351, -0.360671, -0.064487, 0.181833, -0.344366], [-0.515917, -0.234692, 0.099516, 0.187827, 0.005966, -0.149111, 0.388634, -0.162965], [0.106354, 0.140038, -0.561286, 0.529279, 0.54331, 0.465394, 0.029083, 0.396744], [-0.109672, -0.381774, 0.430685, 0.119516, -0.304653, 0.043469, 0.33839, -0.136322], [0.225065, 0.329805, -0.324795, 0.174193, 0.562951, 0.568826, 0.186468, 0.180562], [-0.28935, -0.317858, 0.418893, 0.428052, -0.133481, 0.255448, 0.289745, -0.394323]], "network.6.bias": [-0.093584, 0.282778, 0.384168, 0.1162, -0.125511, 0.325185, 0.121286, 0.051438], "network.8.weight": [[-0.21091, 0.550311, -0.05223, -0.395377, 0.377477, -0.315255, 0.43275, -0.423595], [-0.060606, 0.059433, -0.192965, -0.228237, 0.175695, -0.448664, 0.429152, 0.065212], [0.415507, 0.070262, 0.210451, -0.138886, -0.136172, 0.276816, -0.208114, -0.169682], [0.212561, -0.079691, 0.351974, -0.149892, 0.110864, -0.145637, 0.039743, -0.061254], [-0.410767, 0.008816, -0.32825, -0.38363, 0.337768, -0.160139, 0.355162, -0.26883], [0.124881, 0.208688, -0.200094, -0.515704, 0.468595, -0.477194, 0.108713, 0.02112], [-0.277986, -0.159027, 0.047236, 0.273242, -0.408897, 0.224607, -0.004289, 0.370256], [0.169977, 0.121377, 0.316346, 0.050248, -0.235717, 0.13654, -0.181509, -0.006558]], "network.8.bias": [-0.082943, 0.299391, -0.210029, -0.237824, -0.012325, -0.183417, 0.446766, 0.313542], "network.10.weight": [[0.535843, 0.379961, -0.228125, 0.238478, 0.254124, 0.495133, -0.502405, -0.483568], [0.464162, 0.228809, -0.08281, 0.012755, 0.407444, -0.081671, 0.073443, -0.302414], [0.395002, 0.190611, -0.310948, -0.221188, 0.21721, 0.049665, -0.032319, -0.228776], [-0.137184, -0.062031, -0.198441, -0.074938, -0.006204, -0.292817, 0.014971, 0.037986], [-0.1232, 0.147616, 0.268022, 0.125108, -0.459997, 0.109557, 0.127923, -0.042201], [-0.138151, 0.077418, 0.178265, 0.127047, -0.012128, 0.286138, 0.497266, 0.246046], [-0.287189, 0.418145, -0.324614, -0.100712, -0.22485, -0.226831, 0.489159, 0.395963], [0.066651, 0.570615, -0.142015, -0.045448, 0.353189, -0.099419, -0.478161, -0.354718]], "network.10.bias": [0.188397, -0.116314, -0.311252, 0.153468, -0.082666, -0.148759, 0.231849, -0.407893], "network.12.weight": [[-0.518136, -0.5509, -0.204355, 0.186124, 0.025468, 0.016818, 0.472497, -0.279186]], "network.12.bias": [0.293534]}
|
{"alternating": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8607142857142858, "precision": 0.28110599078341014, "recall": 0.61, "f1": 0.38485804416403785, "tp": 61, "fp": 156, "fn": 39, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.805, "precision": 0.10138248847926268, "recall": 0.22, "f1": 0.13880126182965302, "tp": 22, "fp": 195, "fn": 78, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8364285714285714, "precision": 0.20276497695852536, "recall": 0.44, "f1": 0.27760252365930604, "tp": 44, "fp": 173, "fn": 56, "tn": 1127, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7807142857142857, "precision": 0.02304147465437788, "recall": 0.05, "f1": 0.031545741324921134, "tp": 5, "fp": 212, "fn": 95, "tn": 1088, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8007142857142857, "precision": 0.08755760368663594, "recall": 0.19, "f1": 0.1198738170347003, "tp": 19, "fp": 198, "fn": 81, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.775, "precision": 0.004608294930875576, "recall": 0.01, "f1": 0.006309148264984228, "tp": 1, "fp": 216, "fn": 99, "tn": 1084, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8533333333333334, "precision": 0.3089171974522293, "recall": 0.97, "f1": 0.4685990338164251, "tp": 97, "fp": 217, "fn": 3, "tn": 1183, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8421428571428572, "precision": 0.22119815668202766, "recall": 0.48, "f1": 0.3028391167192429, "tp": 48, "fp": 169, "fn": 52, "tn": 1131, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7835714285714286, "precision": 0.03225806451612903, "recall": 0.07, "f1": 0.04416403785488959, "tp": 7, "fp": 210, "fn": 93, "tn": 1090, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8003911564625852, "macro_precision": 0.09020244629596239, "macro_recall": 0.21714285714285714, "macro_f1": 0.12675662319058287, "micro_accuracy": 0.8006598984771574, "micro_precision": 0.09696969696969697, "micro_recall": 0.21714285714285714, "micro_f1": 0.13406835722160967}}
|
{"network.0.weight": [[0.08319836854934692, 0.08135111629962921, 0.05720971152186394, 0.005134644452482462, 0.04987390711903572], [-0.02367378957569599, -0.047233499586582184, 0.08489813655614853, 0.11110883951187134, 0.06277275085449219], [-0.012852311134338379, 0.05738484114408493, 0.054309580475091934, -0.0009852471994236112, -0.06158525124192238], [0.1327245533466339, 0.04283388704061508, 0.04908853396773338, -0.014536544680595398, 0.05521529167890549], [0.017522217705845833, -0.07684647291898727, 0.04549607262015343, 0.11285935342311859, 0.007260720711201429], [-0.004228800069540739, 0.056376248598098755, 0.0545743890106678, 0.04467185214161873, -0.07751458138227463], [0.07588738948106766, -0.050139445811510086, 0.03308245167136192, 0.021462228149175644, 0.08328493684530258], [0.0604264959692955, -0.06200103834271431, 0.05739394575357437, -0.004469623323529959, -0.03059244342148304]], "network.0.bias": [0.03699423745274544, 0.04763118550181389, 0.06338797509670258, 0.06974560022354126, 0.038780491799116135, 0.04720115289092064, 0.08362831175327301, 0.023440776392817497], "network.10.weight": [[0.09284882992506027, 0.09275148063898087, 0.11360521614551544, 0.00940782856196165, -0.06722115725278854, 0.08050636947154999, -0.02433062344789505, -0.029806677252054214], [0.10402127355337143, 0.10587989538908005, 0.087513267993927, 0.001716623897664249, -0.09247669577598572, 0.08937302976846695, -0.030392160639166832, -0.06379066407680511], [0.0999489352107048, 0.09912487864494324, 0.07693707942962646, -0.009722457267343998, -0.06385339051485062, 0.11360564082860947, -0.015873510390520096, 0.0034628319554030895], [0.1616627275943756, 0.10412787646055222, 0.0760268047451973, -0.04263647273182869, -0.13155679404735565, 0.1465095430612564, -0.026232784613966942, -0.020061461254954338], [0.14993928372859955, 0.09793849289417267, 0.08128125965595245, -0.02942747436463833, -0.07077887654304504, 0.15242649614810944, -0.00723213842138648, 0.014335768297314644], [0.20851056277751923, 0.06705119460821152, 0.07396984100341797, -0.03265637904405594, -0.04943106323480606, 0.16764773428440094, 0.026774687692523003, -0.011175226420164108], [0.19055981934070587, 0.07406353950500488, 0.06216231361031532, -0.023600511252880096, -0.03471440076828003, 0.10722913593053818, 0.018971020355820656, 0.016227733343839645], [0.19330425560474396, 0.05318720266222954, 0.047456804662942886, 0.014553177170455456, -0.00907397735863924, 0.09804822504520416, 0.03093656711280346, 0.05384514480829239]], "network.10.bias": [0.0430016927421093, 0.011915636248886585, -0.02631511725485325, -0.035519275814294815, -0.05060317739844322, -0.05921165272593498, -0.030608417466282845, -0.02051246352493763], "network.12.weight": [[0.21848121285438538, 0.018180381506681442, 0.02853056974709034, -0.007716919295489788, 0.017747346311807632, 0.07716139405965805, 0.035907868295907974, 0.03656727448105812]], "network.12.bias": [0.0056584975682199], "network.2.weight": [[0.18063120543956757, 0.01378674153238535, 0.01801602728664875, -0.0025119809433817863, 0.024686623364686966, 0.07447817176580429, 0.05141730234026909, 0.03757299855351448], [0.14232242107391357, 0.04771379381418228, 0.01727510429918766, 0.007801583968102932, 0.019441459327936172, 0.06511886417865753, 0.05283335968852043, 0.0278598815202713], [0.10737301409244537, 0.05180975794792175, 0.0242836344987154, 0.01144320983439684, 0.004998493008315563, 0.05994671955704689, 0.045718301087617874, 0.043209660798311234], [0.12903159856796265, 0.057326193898916245, 0.033070147037506104, 0.00461158063262701, 0.026776723563671112, 0.048921797424554825, 0.04006842151284218, 0.05974473059177399], [0.14983010292053223, 0.07797154784202576, 0.028991343453526497, -0.007644155062735081, 0.045384958386421204, 0.02787485532462597, 0.05009961500763893, 0.047725189477205276], [0.14149942994117737, 0.10371508449316025, 0.026212727651000023, 0.006581743247807026, 0.03123226761817932, 0.02343296818435192, 0.045139726251363754, 0.04254520311951637], [0.1403350830078125, 0.12167928367853165, 0.016383400186896324, 0.0017079877434298396, 0.02881266176700592, 0.004671813454478979, 0.0691010057926178, 0.049337778240442276], [0.11299092322587967, 0.0745982900261879, 0.029527435079216957, 0.008681963197886944, 0.03239746391773224, 0.048040855675935745, 0.07450352609157562, 0.05855247750878334]], "network.2.bias": [0.009892587549984455, 0.02216223068535328, 0.0042274571023881435, -0.01676146127283573, -0.013456168584525585, -0.02128029800951481, 0.02440008334815502, 0.0001494749158155173], "network.4.weight": [[0.11859573423862457, 0.11284492164850235, 0.026818348094820976, 0.0034758662804961205, 0.037452466785907745, 0.03742164373397827, 0.0654381662607193, 0.054048653692007065], [0.13862727582454681, 0.13117118179798126, 0.029899654909968376, -0.00403211172670126, 0.044842883944511414, 0.02560875378549099, 0.08704803884029388, 0.05601314455270767], [0.11371349543333054, 0.19145724177360535, -0.0009979659225791693, 0.00911773182451725, 0.033120304346084595, 0.00899513904005289, 0.055725596845149994, 0.059520330280065536], [0.07212743908166885, 0.06179903820157051, 0.026802899315953255, 0.017288988456130028, 0.010302982293069363, 0.05469266325235367, 0.06891441345214844, 0.06631609797477722], [0.07867417484521866, 0.05654590204358101, 0.041953008621931076, 0.013809067197144032, 0.017393164336681366, 0.04186486825346947, 0.07439389824867249, 0.06325426697731018], [0.07596101611852646, 0.06428049504756927, 0.04327363893389702, 0.0025511770509183407, 0.01926504820585251, 0.020593954250216484, 0.08442050218582153, 0.0427873469889164], [0.07330980151891708, 0.08805697411298752, 0.019769886508584023, 0.006141507998108864, 0.02934613823890686, 0.0007870098925195634, 0.0577605701982975, 0.060105640441179276], [0.04570488631725311, 0.04181201010942459, 0.030821939930319786, -0.004953461699187756, 0.005153953097760677, 0.027258140966296196, 0.04789156839251518, 0.060082461684942245]], "network.4.bias": [-0.016104871407151222, -0.03359810635447502, 0.019042817875742912, 0.02427872084081173, 0.01933641918003559, 0.005463907029479742, 0.03607947751879692, -0.0003412911028135568], "network.6.weight": [[0.06694390624761581, 0.058349426835775375, 0.03374550864100456, -0.012604286894202232, 0.008784039877355099, 0.03499310836195946, 0.07452626526355743, 0.06159272417426109], [0.08045952767133713, 0.05040101706981659, 0.044954996556043625, -0.01022158470004797, 0.031246814876794815, 0.004704735707491636, 0.05749726668000221, 0.039698511362075806], [0.08463771641254425, 0.05577751621603966, 0.05132930353283882, -0.0051971254870295525, 0.0192844457924366, 0.002578271087259054, 0.06019384413957596, 0.043182555586099625], [0.06707349419593811, 0.0664881244301796, 0.026205575093626976, -0.0012974768178537488, 0.011432650499045849, -0.005517805460840464, 0.05801650881767273, 0.03596165031194687], [0.06337318569421768, 0.05342410132288933, 0.02649574540555477, 0.0029706009663641453, 0.011634386144578457, -0.00918805506080389, 0.05409486964344978, 0.025566838681697845], [0.06778370589017868, 0.04004403576254845, 0.03681265935301781, 0.00438512209802866, 0.009450784884393215, -0.004158867988735437, 0.0453222431242466, 0.026668500155210495], [0.06829900294542313, 0.046485722064971924, 0.03071781061589718, 0.004148940555751324, 0.005638166330754757, -0.007101545576006174, 0.055173832923173904, 0.030103709548711777], [0.06885644793510437, 0.04815473407506943, 0.03212236240506172, 0.004507920704782009, 0.008687923662364483, -0.006136412266641855, 0.03954435512423515, 0.030696440488100052]], "network.6.bias": [2.796711487462744e-05, -0.009327556006610394, -0.0008311519050039351, -0.0004966580891050398, -0.0007217326783575118, 0.001426634844392538, 0.0032065859995782375, 0.0007704770541749895], "network.8.weight": [[0.04276050627231598, 0.027308311313390732, 0.035613786429166794, -0.009149577468633652, 0.003610520623624325, -0.028580917045474052, 0.0422491580247879, 0.013733241707086563], [0.0675339624285698, 0.03125859424471855, 0.03801638260483742, 0.00253988616168499, 0.006987112574279308, -0.00856525357812643, 0.04014858230948448, 0.011030148714780807], [0.06857024878263474, 0.03475720062851906, 0.0359702967107296, 0.0051123835146427155, 0.00433089304715395, -0.013238548301160336, 0.02750079147517681, 0.013729330152273178], [0.057105667889118195, 0.03175828233361244, 0.032222531735897064, 0.008071503601968288, 0.004144077189266682, -0.022630425170063972, 0.025729717686772346, 0.009399313479661942], [0.06382028758525848, 0.028737934306263924, 0.037450630217790604, 0.004357718862593174, 0.008555901236832142, -0.027093686163425446, 0.0423254519701004, 0.0154249407351017], [0.06590583920478821, 0.029575932770967484, 0.03364887833595276, 0.004141372628509998, 0.005989580415189266, -0.016133707016706467, 0.026785874739289284, 0.004939195234328508], [0.05545589327812195, 0.02356656827032566, 0.031210264191031456, 0.00019061460625380278, 0.012701462022960186, -0.033902425318956375, 0.030286824330687523, 0.006849412340670824], [0.06199229508638382, 0.027229756116867065, 0.03714754059910774, 0.005525377579033375, 0.009848610498011112, -0.02379312366247177, 0.014533142559230328, 0.00467664422467351]], "network.8.bias": [-0.005284855607897043, -0.006216751877218485, -0.0089647201821208, -0.010796497575938702, -0.005565444473177195, -0.008269364945590496, -0.011271479539573193, -0.0193981621414423]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.659933, 0.360959, 0.181064, 0.359218, -0.377529], [0.133878, 0.239543, -0.209697, 0.257079, -0.245522], [0.14889, 0.488681, 0.046658, 0.382977, -0.338261], [-0.419369, -0.468396, -0.446498, -0.329506, 0.08609], [0.423158, 0.446084, -0.075705, 0.215158, -0.114889], [0.682714, 0.401572, 0.120857, 0.29055, -0.278807], [-0.262382, -0.431083, -0.003357, -0.13978, 0.454947], [-0.240371, 0.546514, -0.151533, -0.199606, 0.354756]], "network.0.bias": [0.404148, -0.050084, 0.030636, 0.24696, -0.002372, 0.330211, 0.105198, -0.216104], "network.2.weight": [[0.334684, -0.085484, 0.254184, 0.23336, 0.170613, 0.499951, 0.037701, 0.463391], [0.138585, 0.118082, -0.214164, 0.232546, -0.183597, -0.411939, 0.14737, -0.016034], [0.444215, 0.279048, 0.376766, -0.125829, 0.245251, 0.311476, -0.481083, 0.027934], [0.559451, -0.264032, 0.354099, 0.306925, 0.219454, 0.199638, -0.503681, 0.326931], [-0.162953, 0.298177, 0.031284, -0.186247, 0.214849, -0.274147, 0.520294, -0.432477], [0.172186, 0.254556, -0.034122, 0.275281, -0.10408, 0.481787, -0.534052, -0.268437], [0.551075, 0.35141, 0.269436, -0.062243, 0.381864, 0.146411, -0.006746, -0.063569], [-0.12834, -0.005423, -0.064079, -0.325053, 0.218497, -0.140995, -0.030974, -0.113806]], "network.2.bias": [-0.068315, 0.128741, 0.005614, 0.365642, 0.189258, 0.422807, 0.18765, 0.249889], "network.4.weight": [[0.472227, 0.161111, 0.023232, 0.561616, -0.033202, 0.573781, 0.129114, 0.089945], [0.538404, -0.078812, 0.379588, -0.006459, -0.440423, 0.160649, 0.131001, -0.508676], [0.106251, 0.190908, -0.151853, -0.471486, 0.339357, -0.238184, 0.022175, 0.295717], [0.275673, -0.058706, 0.279154, 0.125375, 0.042594, 0.374521, 0.109175, -0.472405], [0.451962, -0.519664, 0.454326, 0.529746, -0.34655, 0.545874, 0.359109, -0.363836], [0.573691, -0.487368, 0.461747, 0.02164, -0.487054, -0.019745, 0.476193, -0.040555], [0.2046, 0.314079, -0.078213, 0.038523, -0.188777, 0.259349, 0.020882, -0.259246], [0.330833, -0.179943, 0.354067, 0.541573, -0.566621, 0.340527, 0.374101, -0.311289]], "network.4.bias": [-0.192005, -0.02258, 0.435919, 0.394448, -0.125849, 0.098838, 0.509832, -0.07963], "network.6.weight": [[-0.2752, 0.083914, 0.318464, 0.368776, -0.029996, -0.151052, 0.007936, -0.014133], [0.51337, 0.12356, -0.303023, 0.084552, 0.521565, 0.309397, -0.031006, 0.390414], [-0.01205, 0.1238, 0.394018, 0.464351, -0.360671, -0.064487, 0.181833, -0.344366], [-0.515917, -0.234692, 0.099516, 0.187827, 0.005966, -0.149111, 0.388634, -0.162965], [0.106354, 0.140038, -0.561286, 0.529279, 0.54331, 0.465394, 0.029083, 0.396744], [-0.109672, -0.381774, 0.430685, 0.119516, -0.304653, 0.043469, 0.33839, -0.136322], [0.225065, 0.329805, -0.324795, 0.174193, 0.562951, 0.568826, 0.186468, 0.180562], [-0.28935, -0.317858, 0.418893, 0.428052, -0.133481, 0.255448, 0.289745, -0.394323]], "network.6.bias": [-0.093584, 0.282778, 0.384168, 0.1162, -0.125511, 0.325185, 0.121286, 0.051438], "network.8.weight": [[-0.21091, 0.550311, -0.05223, -0.395377, 0.377477, -0.315255, 0.43275, -0.423595], [-0.060606, 0.059433, -0.192965, -0.228237, 0.175695, -0.448664, 0.429152, 0.065212], [0.415507, 0.070262, 0.210451, -0.138886, -0.136172, 0.276816, -0.208114, -0.169682], [0.212561, -0.079691, 0.351974, -0.149892, 0.110864, -0.145637, 0.039743, -0.061254], [-0.410767, 0.008816, -0.32825, -0.38363, 0.337768, -0.160139, 0.355162, -0.26883], [0.124881, 0.208688, -0.200094, -0.515704, 0.468595, -0.477194, 0.108713, 0.02112], [-0.277986, -0.159027, 0.047236, 0.273242, -0.408897, 0.224607, -0.004289, 0.370256], [0.169977, 0.121377, 0.316346, 0.050248, -0.235717, 0.13654, -0.181509, -0.006558]], "network.8.bias": [-0.082943, 0.299391, -0.210029, -0.237824, -0.012325, -0.183417, 0.446766, 0.313542], "network.10.weight": [[0.535843, 0.379961, -0.228125, 0.238478, 0.254124, 0.495133, -0.502405, -0.483568], [0.464162, 0.228809, -0.08281, 0.012755, 0.407444, -0.081671, 0.073443, -0.302414], [0.395002, 0.190611, -0.310948, -0.221188, 0.21721, 0.049665, -0.032319, -0.228776], [-0.137184, -0.062031, -0.198441, -0.074938, -0.006204, -0.292817, 0.014971, 0.037986], [-0.1232, 0.147616, 0.268022, 0.125108, -0.459997, 0.109557, 0.127923, -0.042201], [-0.138151, 0.077418, 0.178265, 0.127047, -0.012128, 0.286138, 0.497266, 0.246046], [-0.287189, 0.418145, -0.324614, -0.100712, -0.22485, -0.226831, 0.489159, 0.395963], [0.066651, 0.570615, -0.142015, -0.045448, 0.353189, -0.099419, -0.478161, -0.354718]], "network.10.bias": [0.188397, -0.116314, -0.311252, 0.153468, -0.082666, -0.148759, 0.231849, -0.407893], "network.12.weight": [[-0.518136, -0.5509, -0.204355, 0.186124, 0.025468, 0.016818, 0.472497, -0.279186]], "network.12.bias": [0.293534]}
|
{"alternating": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8607142857142858, "precision": 0.28110599078341014, "recall": 0.61, "f1": 0.38485804416403785, "tp": 61, "fp": 156, "fn": 39, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.805, "precision": 0.10138248847926268, "recall": 0.22, "f1": 0.13880126182965302, "tp": 22, "fp": 195, "fn": 78, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8364285714285714, "precision": 0.20276497695852536, "recall": 0.44, "f1": 0.27760252365930604, "tp": 44, "fp": 173, "fn": 56, "tn": 1127, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7807142857142857, "precision": 0.02304147465437788, "recall": 0.05, "f1": 0.031545741324921134, "tp": 5, "fp": 212, "fn": 95, "tn": 1088, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8007142857142857, "precision": 0.08755760368663594, "recall": 0.19, "f1": 0.1198738170347003, "tp": 19, "fp": 198, "fn": 81, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.775, "precision": 0.004608294930875576, "recall": 0.01, "f1": 0.006309148264984228, "tp": 1, "fp": 216, "fn": 99, "tn": 1084, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8533333333333334, "precision": 0.3089171974522293, "recall": 0.97, "f1": 0.4685990338164251, "tp": 97, "fp": 217, "fn": 3, "tn": 1183, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8421428571428572, "precision": 0.22119815668202766, "recall": 0.48, "f1": 0.3028391167192429, "tp": 48, "fp": 169, "fn": 52, "tn": 1131, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7835714285714286, "precision": 0.03225806451612903, "recall": 0.07, "f1": 0.04416403785488959, "tp": 7, "fp": 210, "fn": 93, "tn": 1090, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8003911564625852, "macro_precision": 0.09020244629596239, "macro_recall": 0.21714285714285714, "macro_f1": 0.12675662319058287, "micro_accuracy": 0.8006598984771574, "micro_precision": 0.09696969696969697, "micro_recall": 0.21714285714285714, "micro_f1": 0.13406835722160967}}
|
{"network.0.weight": [[0.16638927161693573, 0.07540512084960938, 0.034669987857341766, 0.002790432656183839, 0.008008557371795177], [-0.008243308402597904, -0.023938391357660294, 0.0725737139582634, 0.20248569548130035, 0.05847102776169777], [-0.01119438000023365, 0.012875392101705074, 0.01821024902164936, 0.017352262511849403, -0.037449922412633896], [0.23022426664829254, 0.04119962081313133, 0.028443222865462303, -0.00715878838673234, 0.007642216514796019], [0.037571463733911514, -0.048359595239162445, 0.03929802030324936, 0.22304052114486694, 0.010818656533956528], [0.0035480570513755083, -0.0070299250073730946, 0.014610769227147102, 0.06983063369989395, -0.050797075033187866], [0.2521224617958069, -0.03773125261068344, 0.012294244952499866, 0.004863629583269358, -0.0009041248704306781], [0.09659107774496078, -0.03208090737462044, 0.07289036363363266, 0.11767065525054932, -0.016624778509140015]], "network.0.bias": [0.0063799344934523106, 0.02605838142335415, 0.05289620906114578, 0.02704448439180851, 0.019023625180125237, 0.053767163306474686, 0.03157563880085945, 0.009000089950859547], "network.10.weight": [[0.09077435731887817, 0.04406227543950081, 0.08059460669755936, 0.008043627254664898, -0.03648572042584419, 0.08923035115003586, 0.07095079869031906, -0.009397462010383606], [0.10976329445838928, 0.06937620043754578, 0.06259220838546753, -0.015096639283001423, -0.06230379641056061, 0.09774965792894363, 0.04431980848312378, -0.04170382395386696], [0.11101909726858139, 0.06794193387031555, 0.05851069465279579, -0.03605460748076439, -0.03155119717121124, 0.12408457696437836, 0.043816763907670975, 0.033263932913541794], [0.1716408133506775, 0.06957468390464783, 0.06309718638658524, -0.07581114023923874, -0.10502079129219055, 0.16738559305667877, 0.02803625911474228, 0.0014980252599343657], [0.16273607313632965, 0.07560306042432785, 0.06785367429256439, -0.06621229648590088, -0.042445868253707886, 0.16593079268932343, 0.05288608744740486, 0.031628090888261795], [0.20069777965545654, 0.03360515460371971, 0.06525474786758423, -0.059523675590753555, -0.024974528700113297, 0.18406210839748383, 0.053051769733428955, 0.011523835361003876], [0.206350177526474, 0.047725919634103775, 0.059597570449113846, -0.057506922632455826, -0.0057030366733670235, 0.11682150512933731, 0.03102695755660534, 0.026702728122472763], [0.1877429187297821, 0.03165812790393829, 0.05187109485268593, -0.013944757170975208, 0.01263896469026804, 0.11103861033916473, 0.040655385702848434, 0.0616019032895565]], "network.10.bias": [0.030005289241671562, 0.004441922064870596, -0.034348394721746445, -0.04247879609465599, -0.056830909103155136, -0.06772591918706894, -0.04111659154295921, -0.03315858542919159], "network.12.weight": [[0.19711197912693024, -0.02248002588748932, 0.04980511590838432, -0.025703195482492447, 0.031481966376304626, 0.09565000981092453, 0.02160291187465191, 0.028750160709023476]], "network.12.bias": [-0.01709718070924282], "network.2.weight": [[0.16204410791397095, -0.0049653067253530025, 0.03872843459248543, -0.013316879980266094, 0.047629259526729584, 0.08855091780424118, 0.02335929311811924, 0.03316572681069374], [0.12966778874397278, 0.02140086516737938, 0.04346639662981033, -0.0026239464059472084, 0.040241483598947525, 0.07426656037569046, 0.0030422531999647617, 0.022662514820694923], [0.10333085805177689, 0.03224661946296692, 0.04886637255549431, -0.0003050836967304349, 0.02745092660188675, 0.06546340137720108, -0.007371859159320593, 0.03731929883360863], [0.11750456690788269, 0.029691195115447044, 0.05831637606024742, -0.0030873166397213936, 0.04827131703495979, 0.055732715874910355, -0.009929866530001163, 0.05216522514820099], [0.11988577991724014, 0.038290102034807205, 0.057888615876436234, -0.007574683986604214, 0.06538601219654083, 0.034016795456409454, -0.02310955338180065, 0.04181327670812607], [0.11709533631801605, 0.06891144067049026, 0.060421429574489594, 0.00033483735751360655, 0.053626641631126404, 0.025896428152918816, -0.023644616827368736, 0.03380822390317917], [0.11874499917030334, 0.08457935601472855, 0.05471291020512581, -0.004600278101861477, 0.05264994502067566, 0.004841384943574667, 0.019217899069190025, 0.04612826555967331], [0.10392023622989655, 0.059020135551691055, 0.04827885702252388, 0.003921221010386944, 0.04864447936415672, 0.04707980901002884, 0.01524710189551115, 0.05272331088781357]], "network.2.bias": [-0.008002019487321377, 0.0065070330165326595, -0.004598929081112146, -0.012664987705647945, -0.0062264748848974705, -0.007839872501790524, 0.022711636498570442, 0.0038038487546145916], "network.4.weight": [[0.11002560704946518, 0.09214013069868088, 0.049588486552238464, 0.0022737039253115654, 0.05642968788743019, 0.03358105570077896, 0.006206062156707048, 0.04756556823849678], [0.12252896279096603, 0.10558629781007767, 0.052100300788879395, -0.0035760877653956413, 0.06758023053407669, 0.023886842653155327, 0.020784521475434303, 0.048257049173116684], [0.11113855242729187, 0.16566719114780426, 0.02430645003914833, 0.00530537124723196, 0.05768987536430359, 0.005373781081289053, 0.006699214223772287, 0.048787061125040054], [0.08916366845369339, 0.06382515281438828, 0.04423666372895241, 0.007294061593711376, 0.03790868818759918, 0.043441276997327805, 0.026003917679190636, 0.04978565126657486], [0.10344523191452026, 0.05512254312634468, 0.05835206061601639, 0.006321876309812069, 0.04259217530488968, 0.03670681640505791, 0.034007299691438675, 0.047125544399023056], [0.09896932542324066, 0.06032039597630501, 0.05786186829209328, -0.0009960747556760907, 0.042875710874795914, 0.018823867663741112, 0.029714303091168404, 0.026338454335927963], [0.09624921530485153, 0.08077167719602585, 0.039402369409799576, -0.0016854234272614121, 0.047791872173547745, 0.0007214336073957384, 0.023571955040097237, 0.049474503844976425], [0.08060136437416077, 0.04368538409471512, 0.04490135237574577, -0.014723977074027061, 0.019447743892669678, 0.028532812371850014, 0.020820261910557747, 0.05228613689541817]], "network.4.bias": [-0.004680207464843988, -0.017525719478726387, 0.024922067299485207, 0.03362034633755684, 0.0314146988093853, 0.02705834060907364, 0.049248773604631424, 0.020616374909877777], "network.6.weight": [[0.09557544440031052, 0.05682351067662239, 0.042581379413604736, -0.025960981845855713, 0.024190444499254227, 0.04081698879599571, 0.07114875316619873, 0.055440254509449005], [0.10512422770261765, 0.03609968349337578, 0.051125600934028625, -0.023460930213332176, 0.04865157604217529, 0.010757547803223133, 0.05961238965392113, 0.033485155552625656], [0.10660837590694427, 0.04016667976975441, 0.0542982779443264, -0.017125273123383522, 0.04002503305673599, 0.003687141928821802, 0.010798959992825985, 0.03207149729132652], [0.08730051666498184, 0.06399831175804138, 0.04534263536334038, -0.012797921895980835, 0.027666084468364716, -0.0037520290352404118, 0.013316075317561626, 0.02377750352025032], [0.08809641748666763, 0.05303825065493584, 0.04406856745481491, -0.009263559244573116, 0.027824364602565765, -0.008057910017669201, 0.01928354613482952, 0.014420628547668457], [0.08838969469070435, 0.04092515632510185, 0.0513576976954937, -0.00801724661141634, 0.02516515552997589, -0.005769456271082163, 0.008036251179873943, 0.016050541773438454], [0.09198609739542007, 0.04814612865447998, 0.04598728194832802, -0.008184853009879589, 0.02179780602455139, -0.009038149379193783, 0.010356455110013485, 0.018205994740128517], [0.09011457860469818, 0.05065881460905075, 0.049725618213415146, -0.00782762747257948, 0.022996310144662857, -0.007219577673822641, -0.004240946378558874, 0.02274223417043686]], "network.6.bias": [0.01979145221412182, 0.014255869202315807, 0.025976261124014854, 0.026112740859389305, 0.025915708392858505, 0.02770811878144741, 0.03137154132127762, 0.026233911514282227], "network.8.weight": [[0.07111618667840958, 0.03275901824235916, 0.050619516521692276, -0.021877525374293327, 0.018799904733896255, -0.028235331177711487, 0.012685517780482769, 0.005169738549739122], [0.08962562680244446, 0.03260970115661621, 0.049719806760549545, -0.009006422013044357, 0.022992383688688278, -0.011468748562037945, 0.0180897768586874, 0.0029877317138016224], [0.09321977943181992, 0.03714371100068092, 0.045659665018320084, -0.006847436539828777, 0.020825397223234177, -0.01766502857208252, 0.0026047327555716038, 0.0070932102389633656], [0.08319753408432007, 0.031829532235860825, 0.04247099533677101, -0.0029062824323773384, 0.022587548941373825, -0.027404511347413063, 0.007651387248188257, 0.0031493273563683033], [0.08935709297657013, 0.027967873960733414, 0.04478159919381142, -0.005949663929641247, 0.02777824178338051, -0.03310132399201393, 0.012524708174169064, 0.0067969379015266895], [0.09252934902906418, 0.03254197910428047, 0.046927787363529205, -0.009988606907427311, 0.021816331893205643, -0.018479613587260246, 0.006812585983425379, -0.0008925903821364045], [0.0813501849770546, 0.024478204548358917, 0.04089324548840523, -0.011896039359271526, 0.030169155448675156, -0.037456169724464417, 0.01504200603812933, 0.000588298193179071], [0.08583303540945053, 0.028081486001610756, 0.04481784254312515, -0.005966397002339363, 0.027011651545763016, -0.02861517108976841, 0.0034584426321089268, 0.002018087077885866]], "network.8.bias": [0.021298667415976524, 0.01957867108285427, 0.016499822959303856, 0.014394382946193218, 0.020721016451716423, 0.01580575667321682, 0.0129052409902215, 0.005084225442260504]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.659933, 0.360959, 0.181064, 0.359218, -0.377529], [0.133878, 0.239543, -0.209697, 0.257079, -0.245522], [0.14889, 0.488681, 0.046658, 0.382977, -0.338261], [-0.419369, -0.468396, -0.446498, -0.329506, 0.08609], [0.423158, 0.446084, -0.075705, 0.215158, -0.114889], [0.682714, 0.401572, 0.120857, 0.29055, -0.278807], [-0.262382, -0.431083, -0.003357, -0.13978, 0.454947], [-0.240371, 0.546514, -0.151533, -0.199606, 0.354756]], "network.0.bias": [0.404148, -0.050084, 0.030636, 0.24696, -0.002372, 0.330211, 0.105198, -0.216104], "network.2.weight": [[0.334684, -0.085484, 0.254184, 0.23336, 0.170613, 0.499951, 0.037701, 0.463391], [0.138585, 0.118082, -0.214164, 0.232546, -0.183597, -0.411939, 0.14737, -0.016034], [0.444215, 0.279048, 0.376766, -0.125829, 0.245251, 0.311476, -0.481083, 0.027934], [0.559451, -0.264032, 0.354099, 0.306925, 0.219454, 0.199638, -0.503681, 0.326931], [-0.162953, 0.298177, 0.031284, -0.186247, 0.214849, -0.274147, 0.520294, -0.432477], [0.172186, 0.254556, -0.034122, 0.275281, -0.10408, 0.481787, -0.534052, -0.268437], [0.551075, 0.35141, 0.269436, -0.062243, 0.381864, 0.146411, -0.006746, -0.063569], [-0.12834, -0.005423, -0.064079, -0.325053, 0.218497, -0.140995, -0.030974, -0.113806]], "network.2.bias": [-0.068315, 0.128741, 0.005614, 0.365642, 0.189258, 0.422807, 0.18765, 0.249889], "network.4.weight": [[0.472227, 0.161111, 0.023232, 0.561616, -0.033202, 0.573781, 0.129114, 0.089945], [0.538404, -0.078812, 0.379588, -0.006459, -0.440423, 0.160649, 0.131001, -0.508676], [0.106251, 0.190908, -0.151853, -0.471486, 0.339357, -0.238184, 0.022175, 0.295717], [0.275673, -0.058706, 0.279154, 0.125375, 0.042594, 0.374521, 0.109175, -0.472405], [0.451962, -0.519664, 0.454326, 0.529746, -0.34655, 0.545874, 0.359109, -0.363836], [0.573691, -0.487368, 0.461747, 0.02164, -0.487054, -0.019745, 0.476193, -0.040555], [0.2046, 0.314079, -0.078213, 0.038523, -0.188777, 0.259349, 0.020882, -0.259246], [0.330833, -0.179943, 0.354067, 0.541573, -0.566621, 0.340527, 0.374101, -0.311289]], "network.4.bias": [-0.192005, -0.02258, 0.435919, 0.394448, -0.125849, 0.098838, 0.509832, -0.07963], "network.6.weight": [[-0.2752, 0.083914, 0.318464, 0.368776, -0.029996, -0.151052, 0.007936, -0.014133], [0.51337, 0.12356, -0.303023, 0.084552, 0.521565, 0.309397, -0.031006, 0.390414], [-0.01205, 0.1238, 0.394018, 0.464351, -0.360671, -0.064487, 0.181833, -0.344366], [-0.515917, -0.234692, 0.099516, 0.187827, 0.005966, -0.149111, 0.388634, -0.162965], [0.106354, 0.140038, -0.561286, 0.529279, 0.54331, 0.465394, 0.029083, 0.396744], [-0.109672, -0.381774, 0.430685, 0.119516, -0.304653, 0.043469, 0.33839, -0.136322], [0.225065, 0.329805, -0.324795, 0.174193, 0.562951, 0.568826, 0.186468, 0.180562], [-0.28935, -0.317858, 0.418893, 0.428052, -0.133481, 0.255448, 0.289745, -0.394323]], "network.6.bias": [-0.093584, 0.282778, 0.384168, 0.1162, -0.125511, 0.325185, 0.121286, 0.051438], "network.8.weight": [[-0.21091, 0.550311, -0.05223, -0.395377, 0.377477, -0.315255, 0.43275, -0.423595], [-0.060606, 0.059433, -0.192965, -0.228237, 0.175695, -0.448664, 0.429152, 0.065212], [0.415507, 0.070262, 0.210451, -0.138886, -0.136172, 0.276816, -0.208114, -0.169682], [0.212561, -0.079691, 0.351974, -0.149892, 0.110864, -0.145637, 0.039743, -0.061254], [-0.410767, 0.008816, -0.32825, -0.38363, 0.337768, -0.160139, 0.355162, -0.26883], [0.124881, 0.208688, -0.200094, -0.515704, 0.468595, -0.477194, 0.108713, 0.02112], [-0.277986, -0.159027, 0.047236, 0.273242, -0.408897, 0.224607, -0.004289, 0.370256], [0.169977, 0.121377, 0.316346, 0.050248, -0.235717, 0.13654, -0.181509, -0.006558]], "network.8.bias": [-0.082943, 0.299391, -0.210029, -0.237824, -0.012325, -0.183417, 0.446766, 0.313542], "network.10.weight": [[0.535843, 0.379961, -0.228125, 0.238478, 0.254124, 0.495133, -0.502405, -0.483568], [0.464162, 0.228809, -0.08281, 0.012755, 0.407444, -0.081671, 0.073443, -0.302414], [0.395002, 0.190611, -0.310948, -0.221188, 0.21721, 0.049665, -0.032319, -0.228776], [-0.137184, -0.062031, -0.198441, -0.074938, -0.006204, -0.292817, 0.014971, 0.037986], [-0.1232, 0.147616, 0.268022, 0.125108, -0.459997, 0.109557, 0.127923, -0.042201], [-0.138151, 0.077418, 0.178265, 0.127047, -0.012128, 0.286138, 0.497266, 0.246046], [-0.287189, 0.418145, -0.324614, -0.100712, -0.22485, -0.226831, 0.489159, 0.395963], [0.066651, 0.570615, -0.142015, -0.045448, 0.353189, -0.099419, -0.478161, -0.354718]], "network.10.bias": [0.188397, -0.116314, -0.311252, 0.153468, -0.082666, -0.148759, 0.231849, -0.407893], "network.12.weight": [[-0.518136, -0.5509, -0.204355, 0.186124, 0.025468, 0.016818, 0.472497, -0.279186]], "network.12.bias": [0.293534]}
|
{"alternating": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8607142857142858, "precision": 0.28110599078341014, "recall": 0.61, "f1": 0.38485804416403785, "tp": 61, "fp": 156, "fn": 39, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.805, "precision": 0.10138248847926268, "recall": 0.22, "f1": 0.13880126182965302, "tp": 22, "fp": 195, "fn": 78, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8364285714285714, "precision": 0.20276497695852536, "recall": 0.44, "f1": 0.27760252365930604, "tp": 44, "fp": 173, "fn": 56, "tn": 1127, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7807142857142857, "precision": 0.02304147465437788, "recall": 0.05, "f1": 0.031545741324921134, "tp": 5, "fp": 212, "fn": 95, "tn": 1088, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8007142857142857, "precision": 0.08755760368663594, "recall": 0.19, "f1": 0.1198738170347003, "tp": 19, "fp": 198, "fn": 81, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.775, "precision": 0.004608294930875576, "recall": 0.01, "f1": 0.006309148264984228, "tp": 1, "fp": 216, "fn": 99, "tn": 1084, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8533333333333334, "precision": 0.3089171974522293, "recall": 0.97, "f1": 0.4685990338164251, "tp": 97, "fp": 217, "fn": 3, "tn": 1183, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8421428571428572, "precision": 0.22119815668202766, "recall": 0.48, "f1": 0.3028391167192429, "tp": 48, "fp": 169, "fn": 52, "tn": 1131, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7835714285714286, "precision": 0.03225806451612903, "recall": 0.07, "f1": 0.04416403785488959, "tp": 7, "fp": 210, "fn": 93, "tn": 1090, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8003911564625852, "macro_precision": 0.09020244629596239, "macro_recall": 0.21714285714285714, "macro_f1": 0.12675662319058287, "micro_accuracy": 0.8006598984771574, "micro_precision": 0.09696969696969697, "micro_recall": 0.21714285714285714, "micro_f1": 0.13406835722160967}}
|
{"network.0.weight": [[0.03138536587357521, 0.009182807058095932, 0.019558066502213478, 0.05672137439250946, 0.056136585772037506], [-0.02602977864444256, -0.020939812064170837, 0.07033976167440414, 0.040041014552116394, -0.0001022849464789033], [0.057606250047683716, 0.06458225101232529, 0.022207247093319893, -0.007292178459465504, -0.027687139809131622], [0.055365584790706635, -0.009846482425928116, 0.019548652693629265, 0.05648665875196457, 0.05795116722583771], [0.01666666381061077, -0.0376729890704155, 0.04591911658644676, 0.05568725988268852, -0.02961798384785652], [0.06320277601480484, 0.03149925544857979, 0.023849347606301308, 0.05057195946574211, -0.04600512981414795], [0.08569382131099701, -0.0628734678030014, 0.01298061478883028, 0.04206139221787453, 0.030964158475399017], [0.0775769054889679, -0.02588777244091034, 0.08750490844249725, 0.050411075353622437, -0.034836459904909134]], "network.0.bias": [0.01689024455845356, 0.014149305410683155, 0.051956657320261, 0.0288416538387537, 0.011870232410728931, 0.06363741308450699, 0.04120229184627533, 0.001990450080484152], "network.10.weight": [[0.06987181305885315, 0.053830794990062714, 0.07494993507862091, 0.0027731535956263542, -0.02971569448709488, 0.11312810331583023, 0.03782680258154869, -0.024563230574131012], [0.08518330752849579, 0.07530763000249863, 0.054197315126657486, -0.02163754589855671, -0.05335140973329544, 0.12281806766986847, 0.02534099481999874, -0.05497852340340614], [0.08576863259077072, 0.0665186420083046, 0.04884745180606842, -0.041669007390737534, -0.02320774644613266, 0.14825551211833954, 0.029615161940455437, 0.02220488339662552], [0.1391131579875946, 0.06445231288671494, 0.06226370111107826, -0.09017196297645569, -0.09150775521993637, 0.2035083919763565, 0.020060857757925987, -0.008787978440523148], [0.1280553638935089, 0.0737641379237175, 0.06125935539603233, -0.08308948576450348, -0.03102472424507141, 0.20327459275722504, 0.04194006696343422, 0.02047613449394703], [0.1549055576324463, 0.03623174875974655, 0.0662078857421875, -0.08006956428289413, -0.02112465724349022, 0.22079351544380188, 0.04483690485358238, 0.002328914124518633], [0.1701323539018631, 0.04469946399331093, 0.06087730452418327, -0.07460242509841919, -0.0014855759218335152, 0.14492613077163696, 0.023300282657146454, 0.018100060522556305], [0.15035760402679443, 0.03551251068711281, 0.05480241775512695, -0.030770650133490562, 0.01543519552797079, 0.1301664561033249, 0.027495700865983963, 0.06379051506519318]], "network.10.bias": [0.018197311088442802, -0.006404320243746042, -0.046461328864097595, -0.05409921333193779, -0.06484228372573853, -0.07677178829908371, -0.05181166157126427, -0.041662123054265976], "network.12.weight": [[0.1627882421016693, -0.03721998259425163, 0.06695735454559326, -0.025492077693343163, 0.03360984846949577, 0.10329589992761612, 0.006382568273693323, 0.03186385706067085]], "network.12.bias": [-0.02940508909523487], "network.2.weight": [[0.1343126893043518, -0.011069752275943756, 0.04934434965252876, -0.01112459134310484, 0.05326535552740097, 0.0850619226694107, 0.004754456225782633, 0.03887270390987396], [0.11583619564771652, 0.007986028678715229, 0.05216362699866295, 0.0004607391310855746, 0.049105770885944366, 0.06774745881557465, -0.016379019245505333, 0.030047979205846786], [0.0977596715092659, 0.022145844995975494, 0.054225631058216095, 0.0036804666742682457, 0.03475186228752136, 0.05799726024270058, -0.025387397035956383, 0.04867414012551308], [0.10417903959751129, 0.016688616946339607, 0.06423936039209366, -0.0009560204343870282, 0.0524851530790329, 0.04950034245848656, -0.022168122231960297, 0.06972973048686981], [0.10094401985406876, 0.01879872754216194, 0.06290729343891144, -0.007865085266530514, 0.06726130843162537, 0.02691887877881527, -0.04282841458916664, 0.06035365164279938], [0.10404796898365021, 0.05472656711935997, 0.06492392718791962, -0.0031893448904156685, 0.056834861636161804, 0.018551895394921303, -0.04026227816939354, 0.05389508232474327], [0.10828673839569092, 0.06929255276918411, 0.05993826314806938, -0.008929180912673473, 0.05481020361185074, -0.0012211675057187676, -0.004856939893215895, 0.055521026253700256], [0.09311319887638092, 0.047899771481752396, 0.05683678016066551, 0.0027651553973555565, 0.051185719668865204, 0.0349816270172596, -0.0073622590862214565, 0.06399838626384735]], "network.2.bias": [-0.020760072395205498, -0.007064488250762224, -0.01658000610768795, -0.02066621743142605, -0.015152628533542156, -0.01569359004497528, 0.012023103423416615, -0.005185978952795267], "network.4.weight": [[0.09974951297044754, 0.08133946359157562, 0.057496022433042526, -0.000495568965561688, 0.057593896985054016, 0.020900508388876915, -0.012401625514030457, 0.06153891608119011], [0.10718580335378647, 0.09294163435697556, 0.05841774120926857, -0.008119932375848293, 0.06737680733203888, 0.012211103923618793, 0.0031246324069797993, 0.06194781884551048], [0.10174525529146194, 0.15457460284233093, 0.030807437375187874, -0.0021815402433276176, 0.05662985518574715, -0.0029387199319899082, -0.007079740520566702, 0.049240563064813614], [0.0716930702328682, 0.05780959501862526, 0.049958448857069016, 0.001782684470526874, 0.0383332185447216, 0.03267865255475044, 0.009639254771173, 0.05261211469769478], [0.08978146314620972, 0.048700254410505295, 0.06381100416183472, 0.0014479596866294742, 0.04264521598815918, 0.025570983067154884, 0.017892299219965935, 0.052101682871580124], [0.08510839939117432, 0.05211028829216957, 0.06278160214424133, -0.005071137100458145, 0.04099095240235329, 0.008369323797523975, 0.01636418327689171, 0.03207460418343544], [0.08504489809274673, 0.07442348450422287, 0.041427064687013626, -0.008439292199909687, 0.04574381560087204, -0.0077031501568853855, 0.008618245832622051, 0.04738575220108032], [0.05858272314071655, 0.039037931710481644, 0.0484677329659462, -0.02090371958911419, 0.015588522888720036, 0.01733868382871151, 0.008116218261420727, 0.05116774141788483]], "network.4.bias": [-0.00934185553342104, -0.02288598008453846, 0.022431882098317146, 0.0319112166762352, 0.03128029778599739, 0.026729611679911613, 0.05212198942899704, 0.026662861928343773], "network.6.weight": [[0.07614736258983612, 0.05171174928545952, 0.0439712256193161, -0.0339418388903141, 0.018095221370458603, 0.031676147133111954, 0.058171581476926804, 0.05634155869483948], [0.09405608475208282, 0.03030303120613098, 0.050599630922079086, -0.033358875662088394, 0.0421256497502327, -0.0002332316362299025, 0.05075950548052788, 0.03526542708277702], [0.09478965401649475, 0.03621383383870125, 0.04974174126982689, -0.027037428691983223, 0.03316187113523483, -0.005834347102791071, 0.0001388998789479956, 0.037474822252988815], [0.0708538219332695, 0.057745561003685, 0.044551413506269455, -0.022220609709620476, 0.023143984377384186, -0.010274442844092846, 0.002888104412704706, 0.028093155473470688], [0.07050467282533646, 0.04663343355059624, 0.0423002652823925, -0.018227247521281242, 0.023961059749126434, -0.01524615939706564, 0.010585806332528591, 0.017688201740384102], [0.07123615592718124, 0.033192627131938934, 0.04835870489478111, -0.016493240371346474, 0.021408427506685257, -0.012898354791104794, 0.0002468699822202325, 0.01962527073919773], [0.07231561839580536, 0.04063209146261215, 0.042761288583278656, -0.016650602221488953, 0.0180349238216877, -0.016124414280056953, 0.0012584576616063714, 0.023060591891407967], [0.07202285528182983, 0.04358040168881416, 0.046505726873874664, -0.016583023592829704, 0.0196591354906559, -0.013991775922477245, -0.011952132917940617, 0.026013465598225594]], "network.6.bias": [0.02639877423644066, 0.020881084725260735, 0.028919367119669914, 0.028853053227066994, 0.028538798913359642, 0.03028503619134426, 0.03399597480893135, 0.02757987752556801], "network.8.weight": [[0.046592116355895996, 0.025420155376195908, 0.04741604998707771, -0.031007740646600723, 0.01697913557291031, -0.03445244953036308, 0.005457928869873285, 0.007143222261220217], [0.07039588689804077, 0.024299709126353264, 0.044693492352962494, -0.017683347687125206, 0.020628921687602997, -0.01860622875392437, 0.011732778511941433, 0.0032106530852615833], [0.071626216173172, 0.02986380085349083, 0.040905095636844635, -0.015405506826937199, 0.017642471939325333, -0.02494596503674984, -0.0029232962988317013, 0.007938388735055923], [0.06013485789299011, 0.023619767278432846, 0.03750232234597206, -0.011633621528744698, 0.02058256044983864, -0.0335712693631649, 0.002666416112333536, 0.0027553592808544636], [0.06810296326875687, 0.01999964565038681, 0.03910889849066734, -0.014325949363410473, 0.025814637541770935, -0.03973477706313133, 0.006067192647606134, 0.007971052080392838], [0.07239937782287598, 0.02497626282274723, 0.04305756464600563, -0.019138609990477562, 0.019061096012592316, -0.02439160831272602, 0.0013598339864984155, -0.0001263167941942811], [0.06073858588933945, 0.016189638525247574, 0.03581608086824417, -0.02121465839445591, 0.02884868159890175, -0.04247036948800087, 0.00930966716259718, 7.306819315999746e-05], [0.0636504590511322, 0.019403964281082153, 0.03982578217983246, -0.015042723156511784, 0.025383323431015015, -0.03565702587366104, -0.0005664353957399726, 0.0003956336295232177]], "network.8.bias": [0.023391740396618843, 0.022093718871474266, 0.01736060343682766, 0.015348321758210659, 0.022522853687405586, 0.01629115454852581, 0.013855000026524067, 0.005169357638806105]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.659933, 0.360959, 0.181064, 0.359218, -0.377529], [0.133878, 0.239543, -0.209697, 0.257079, -0.245522], [0.14889, 0.488681, 0.046658, 0.382977, -0.338261], [-0.419369, -0.468396, -0.446498, -0.329506, 0.08609], [0.423158, 0.446084, -0.075705, 0.215158, -0.114889], [0.682714, 0.401572, 0.120857, 0.29055, -0.278807], [-0.262382, -0.431083, -0.003357, -0.13978, 0.454947], [-0.240371, 0.546514, -0.151533, -0.199606, 0.354756]], "network.0.bias": [0.404148, -0.050084, 0.030636, 0.24696, -0.002372, 0.330211, 0.105198, -0.216104], "network.2.weight": [[0.334684, -0.085484, 0.254184, 0.23336, 0.170613, 0.499951, 0.037701, 0.463391], [0.138585, 0.118082, -0.214164, 0.232546, -0.183597, -0.411939, 0.14737, -0.016034], [0.444215, 0.279048, 0.376766, -0.125829, 0.245251, 0.311476, -0.481083, 0.027934], [0.559451, -0.264032, 0.354099, 0.306925, 0.219454, 0.199638, -0.503681, 0.326931], [-0.162953, 0.298177, 0.031284, -0.186247, 0.214849, -0.274147, 0.520294, -0.432477], [0.172186, 0.254556, -0.034122, 0.275281, -0.10408, 0.481787, -0.534052, -0.268437], [0.551075, 0.35141, 0.269436, -0.062243, 0.381864, 0.146411, -0.006746, -0.063569], [-0.12834, -0.005423, -0.064079, -0.325053, 0.218497, -0.140995, -0.030974, -0.113806]], "network.2.bias": [-0.068315, 0.128741, 0.005614, 0.365642, 0.189258, 0.422807, 0.18765, 0.249889], "network.4.weight": [[0.472227, 0.161111, 0.023232, 0.561616, -0.033202, 0.573781, 0.129114, 0.089945], [0.538404, -0.078812, 0.379588, -0.006459, -0.440423, 0.160649, 0.131001, -0.508676], [0.106251, 0.190908, -0.151853, -0.471486, 0.339357, -0.238184, 0.022175, 0.295717], [0.275673, -0.058706, 0.279154, 0.125375, 0.042594, 0.374521, 0.109175, -0.472405], [0.451962, -0.519664, 0.454326, 0.529746, -0.34655, 0.545874, 0.359109, -0.363836], [0.573691, -0.487368, 0.461747, 0.02164, -0.487054, -0.019745, 0.476193, -0.040555], [0.2046, 0.314079, -0.078213, 0.038523, -0.188777, 0.259349, 0.020882, -0.259246], [0.330833, -0.179943, 0.354067, 0.541573, -0.566621, 0.340527, 0.374101, -0.311289]], "network.4.bias": [-0.192005, -0.02258, 0.435919, 0.394448, -0.125849, 0.098838, 0.509832, -0.07963], "network.6.weight": [[-0.2752, 0.083914, 0.318464, 0.368776, -0.029996, -0.151052, 0.007936, -0.014133], [0.51337, 0.12356, -0.303023, 0.084552, 0.521565, 0.309397, -0.031006, 0.390414], [-0.01205, 0.1238, 0.394018, 0.464351, -0.360671, -0.064487, 0.181833, -0.344366], [-0.515917, -0.234692, 0.099516, 0.187827, 0.005966, -0.149111, 0.388634, -0.162965], [0.106354, 0.140038, -0.561286, 0.529279, 0.54331, 0.465394, 0.029083, 0.396744], [-0.109672, -0.381774, 0.430685, 0.119516, -0.304653, 0.043469, 0.33839, -0.136322], [0.225065, 0.329805, -0.324795, 0.174193, 0.562951, 0.568826, 0.186468, 0.180562], [-0.28935, -0.317858, 0.418893, 0.428052, -0.133481, 0.255448, 0.289745, -0.394323]], "network.6.bias": [-0.093584, 0.282778, 0.384168, 0.1162, -0.125511, 0.325185, 0.121286, 0.051438], "network.8.weight": [[-0.21091, 0.550311, -0.05223, -0.395377, 0.377477, -0.315255, 0.43275, -0.423595], [-0.060606, 0.059433, -0.192965, -0.228237, 0.175695, -0.448664, 0.429152, 0.065212], [0.415507, 0.070262, 0.210451, -0.138886, -0.136172, 0.276816, -0.208114, -0.169682], [0.212561, -0.079691, 0.351974, -0.149892, 0.110864, -0.145637, 0.039743, -0.061254], [-0.410767, 0.008816, -0.32825, -0.38363, 0.337768, -0.160139, 0.355162, -0.26883], [0.124881, 0.208688, -0.200094, -0.515704, 0.468595, -0.477194, 0.108713, 0.02112], [-0.277986, -0.159027, 0.047236, 0.273242, -0.408897, 0.224607, -0.004289, 0.370256], [0.169977, 0.121377, 0.316346, 0.050248, -0.235717, 0.13654, -0.181509, -0.006558]], "network.8.bias": [-0.082943, 0.299391, -0.210029, -0.237824, -0.012325, -0.183417, 0.446766, 0.313542], "network.10.weight": [[0.535843, 0.379961, -0.228125, 0.238478, 0.254124, 0.495133, -0.502405, -0.483568], [0.464162, 0.228809, -0.08281, 0.012755, 0.407444, -0.081671, 0.073443, -0.302414], [0.395002, 0.190611, -0.310948, -0.221188, 0.21721, 0.049665, -0.032319, -0.228776], [-0.137184, -0.062031, -0.198441, -0.074938, -0.006204, -0.292817, 0.014971, 0.037986], [-0.1232, 0.147616, 0.268022, 0.125108, -0.459997, 0.109557, 0.127923, -0.042201], [-0.138151, 0.077418, 0.178265, 0.127047, -0.012128, 0.286138, 0.497266, 0.246046], [-0.287189, 0.418145, -0.324614, -0.100712, -0.22485, -0.226831, 0.489159, 0.395963], [0.066651, 0.570615, -0.142015, -0.045448, 0.353189, -0.099419, -0.478161, -0.354718]], "network.10.bias": [0.188397, -0.116314, -0.311252, 0.153468, -0.082666, -0.148759, 0.231849, -0.407893], "network.12.weight": [[-0.518136, -0.5509, -0.204355, 0.186124, 0.025468, 0.016818, 0.472497, -0.279186]], "network.12.bias": [0.293534]}
|
{"alternating": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8607142857142858, "precision": 0.28110599078341014, "recall": 0.61, "f1": 0.38485804416403785, "tp": 61, "fp": 156, "fn": 39, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.805, "precision": 0.10138248847926268, "recall": 0.22, "f1": 0.13880126182965302, "tp": 22, "fp": 195, "fn": 78, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8364285714285714, "precision": 0.20276497695852536, "recall": 0.44, "f1": 0.27760252365930604, "tp": 44, "fp": 173, "fn": 56, "tn": 1127, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7807142857142857, "precision": 0.02304147465437788, "recall": 0.05, "f1": 0.031545741324921134, "tp": 5, "fp": 212, "fn": 95, "tn": 1088, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8007142857142857, "precision": 0.08755760368663594, "recall": 0.19, "f1": 0.1198738170347003, "tp": 19, "fp": 198, "fn": 81, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.775, "precision": 0.004608294930875576, "recall": 0.01, "f1": 0.006309148264984228, "tp": 1, "fp": 216, "fn": 99, "tn": 1084, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8533333333333334, "precision": 0.3089171974522293, "recall": 0.97, "f1": 0.4685990338164251, "tp": 97, "fp": 217, "fn": 3, "tn": 1183, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8421428571428572, "precision": 0.22119815668202766, "recall": 0.48, "f1": 0.3028391167192429, "tp": 48, "fp": 169, "fn": 52, "tn": 1131, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7835714285714286, "precision": 0.03225806451612903, "recall": 0.07, "f1": 0.04416403785488959, "tp": 7, "fp": 210, "fn": 93, "tn": 1090, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8003911564625852, "macro_precision": 0.09020244629596239, "macro_recall": 0.21714285714285714, "macro_f1": 0.12675662319058287, "micro_accuracy": 0.8006598984771574, "micro_precision": 0.09696969696969697, "micro_recall": 0.21714285714285714, "micro_f1": 0.13406835722160967}}
|
{"network.0.weight": [[-0.044319480657577515, -0.012709405273199081, 0.0016280538402497768, 0.05333057790994644, 0.11750271171331406], [-0.028339335694909096, -0.03677581995725632, 0.07825030386447906, -0.01649378426373005, -0.0169035904109478], [0.05326439440250397, 0.11661014705896378, 0.017079273238778114, -0.004444685764610767, -0.04014236479997635], [0.0003748541930690408, -0.019522774964571, -0.004727425519376993, 0.046831805258989334, 0.10683407634496689], [0.016561178490519524, -0.04950468987226486, 0.05278721824288368, -0.0024698744527995586, -0.03106718510389328], [0.05378974601626396, 0.07901313900947571, 0.008507007732987404, 0.05002851411700249, -0.06672824174165726], [-0.022452134639024734, -0.05233685299754143, -0.0022413828410208225, 0.01686418429017067, 0.09859121590852737], [0.05521385744214058, -0.04408975690603256, 0.11700217425823212, 0.005176825914531946, -0.02917037531733513]], "network.0.bias": [0.018020765855908394, -0.007855589501559734, 0.05285884812474251, 0.014526275917887688, -0.008652801625430584, 0.08029554039239883, 0.030678587034344673, -0.0187582615762949], "network.10.weight": [[0.009407248347997665, 0.1029018759727478, 0.047782525420188904, 0.011223985813558102, -0.031989261507987976, 0.13805630803108215, 0.021563414484262466, -0.016538027673959732], [0.01900063455104828, 0.10719037055969238, 0.022925766184926033, 0.0009496853454038501, -0.0491289347410202, 0.1445295512676239, 0.023224277421832085, -0.04078521952033043], [0.016426652669906616, 0.08600244671106339, 0.021820219233632088, -0.01516579557210207, -0.021654337644577026, 0.1710495501756668, 0.018302278593182564, 0.016355689615011215], [0.057592831552028656, 0.0865793526172638, 0.030575430020689964, -0.033722542226314545, -0.09299371391534805, 0.21406657993793488, 0.0163900014013052, -0.004200702998787165], [0.04223289713263512, 0.0860048457980156, 0.032547738403081894, -0.035563256591558456, -0.03714602440595627, 0.20787014067173004, 0.010719656012952328, 0.025029515847563744], [0.06740428507328033, 0.05996386706829071, 0.042787134647369385, -0.032983627170324326, -0.03437519818544388, 0.21047939360141754, 0.04058467224240303, 0.007248316425830126], [0.08484592288732529, 0.05294204130768776, 0.04043922573328018, -0.018498264253139496, -0.022262118756771088, 0.1326543241739273, 0.026477327570319176, 0.03507846221327782], [0.06860875338315964, 0.041057195514440536, 0.028313493356108665, 0.02081987075507641, -9.031035006046295e-06, 0.10379577428102493, 0.005006218794733286, 0.07234983146190643]], "network.10.bias": [-0.0015342035330832005, -0.021168822422623634, -0.04331786930561066, -0.04967891424894333, -0.044710565358400345, -0.05180062726140022, -0.02826174907386303, 4.519471985986456e-05], "network.12.weight": [[0.07840429991483688, -0.005810892675071955, 0.037762150168418884, 0.021807078272104263, -0.0033513186499476433, 0.056893061846494675, 0.007207232061773539, 0.05530482530593872]], "network.12.bias": [0.005678787361830473], "network.2.weight": [[0.05990851670503616, 0.009603834711015224, 0.021288137882947922, 0.02979966811835766, 0.017537731677293777, 0.03657667711377144, 0.013925167731940746, 0.05752049386501312], [0.05431489273905754, 0.023641804233193398, 0.019774628803133965, 0.04458657279610634, 0.017255082726478577, 0.026099054142832756, -0.0013123502722010016, 0.054192688316106796], [0.04484407976269722, 0.03542002663016319, 0.022279830649495125, 0.04241481050848961, 0.0017914799973368645, 0.02146211825311184, -0.021815350279211998, 0.07170894742012024], [0.04309399053454399, 0.03968559578061104, 0.04438350349664688, 0.031184161081910133, 0.0026140594854950905, 0.00764010613784194, -0.03389546647667885, 0.09251564741134644], [0.05151442438364029, 0.04788244888186455, 0.04812972620129585, 0.016702964901924133, 0.009886498562991619, -0.01392128225415945, -0.029682045802474022, 0.08449298143386841], [0.05829060822725296, 0.0713484063744545, 0.04346203804016113, 0.02413017675280571, 0.0012259436771273613, -0.0186613742262125, -0.02186349593102932, 0.07631103694438934], [0.0675300806760788, 0.0825139507651329, 0.04092508926987648, 0.02016487717628479, -0.00011000502854585648, -0.03516373410820961, 0.01955575682222843, 0.08026473969221115], [0.044645920395851135, 0.06203683838248253, 0.04013141617178917, 0.03166767582297325, 0.007877795957028866, 0.004640792962163687, 0.01195188146084547, 0.08665202558040619]], "network.2.bias": [0.011561118997633457, 0.02182098664343357, 0.01870010606944561, 0.016673678532242775, 0.01901409588754177, 0.014628996141254902, 0.028454629704356194, 0.015610226429998875], "network.4.weight": [[0.0569632388651371, 0.09690014272928238, 0.042100194841623306, 0.023284677416086197, 0.011768831871449947, -0.011087547056376934, 0.0057203941978514194, 0.08237264305353165], [0.06763622909784317, 0.1059446707367897, 0.046826381236314774, 0.01517826970666647, 0.017592258751392365, -0.021912487223744392, 0.0261064562946558, 0.08161739259958267], [0.07004650682210922, 0.16156554222106934, 0.01898549683392048, 0.020485183224081993, 0.013910739682614803, -0.030070940032601357, 0.023655058816075325, 0.06565118581056595], [0.04051603376865387, 0.061229731887578964, 0.032548535615205765, 0.030401621013879776, 0.009412447921931744, 0.015026778914034367, 0.03154580667614937, 0.07105892896652222], [0.05218254029750824, 0.059941038489341736, 0.04713768512010574, 0.0318683497607708, 0.01296700444072485, -0.003604250494390726, 0.033083364367485046, 0.06970755755901337], [0.05285664275288582, 0.0642360970377922, 0.04867364838719368, 0.024090517312288284, 0.008970568887889385, -0.020644890144467354, 0.04294382035732269, 0.04921076074242592], [0.055222608149051666, 0.08301781117916107, 0.02780258096754551, 0.0178682878613472, 0.017954591661691666, -0.03269033506512642, 0.03348894789814949, 0.06331802904605865], [0.02471180632710457, 0.04764717072248459, 0.03584182634949684, 0.010906217619776726, -0.00998601596802473, -0.0022301324643194675, 0.03825267776846886, 0.06080115586519241]], "network.4.bias": [0.014121067710220814, -0.0049774073995649815, 0.026337645947933197, 0.03867904469370842, 0.04099149629473686, 0.03411374241113663, 0.05264517292380333, 0.025121139362454414], "network.6.weight": [[0.045212917029857635, 0.05860728397965431, 0.034237612038850784, 0.003590635024011135, -0.007084419019520283, 0.01049738097935915, 0.05741946026682854, 0.06449048221111298], [0.07314591854810715, 0.048287149518728256, 0.042592067271471024, -0.0036075450479984283, 0.01399706955999136, -0.02077082358300686, 0.047258470207452774, 0.04317614063620567], [0.07122732698917389, 0.055946726351976395, 0.040165092796087265, -0.002179705537855625, 0.005757858045399189, -0.02145003341138363, 0.038050439208745956, 0.057313498109579086], [0.04154188930988312, 0.06879415363073349, 0.030130606144666672, 0.008294821716845036, -0.008271844126284122, -0.024182716384530067, 0.038625430315732956, 0.0497405044734478], [0.04044429585337639, 0.05697443708777428, 0.030277913436293602, 0.011845993809401989, -0.006586936302483082, -0.025260398164391518, 0.040852177888154984, 0.042077161371707916], [0.046863213181495667, 0.04422666132450104, 0.035663288086652756, 0.010992753319442272, -0.0059183211997151375, -0.016643153503537178, 0.03401949629187584, 0.04201241210103035], [0.04313686862587929, 0.05065211281180382, 0.030236979946494102, 0.010535783134400845, -0.010526914149522781, -0.020440762862563133, 0.037636175751686096, 0.04790109023451805], [0.04371775686740875, 0.05439735949039459, 0.032167356461286545, 0.011254078708589077, -0.008481375873088837, -0.021119164302945137, 0.0317317433655262, 0.0487520769238472]], "network.6.bias": [0.026840871199965477, 0.022203342989087105, 0.02492472156882286, 0.022096147760748863, 0.017791500315070152, 0.02143658883869648, 0.024678999558091164, 0.018344854936003685], "network.8.weight": [[0.013618718832731247, 0.03680506721138954, 0.03339172154664993, -0.0001758720027282834, -0.015058395452797413, -0.033796701580286026, 0.034242112189531326, 0.032700005918741226], [0.046806786209344864, 0.03874269872903824, 0.032283004373311996, 0.006465432234108448, -0.007680798880755901, -0.016291091218590736, 0.036985237151384354, 0.026633720844984055], [0.043550118803977966, 0.04208950698375702, 0.031229795888066292, 0.00878403801470995, -0.010391212068498135, -0.021911097690463066, 0.024486226961016655, 0.029912069439888], [0.033389002084732056, 0.03949293866753578, 0.027531294152140617, 0.008835368789732456, -0.009066314436495304, -0.0271113570779562, 0.02433021552860737, 0.025851931422948837], [0.04275922849774361, 0.03593141958117485, 0.030048253014683723, 0.006281728856265545, -0.004546618089079857, -0.029934635385870934, 0.03881031274795532, 0.03151540830731392], [0.043666500598192215, 0.03681148961186409, 0.03193201869726181, 0.0072861528024077415, -0.00832127034664154, -0.02271871455013752, 0.026693368330597878, 0.0242324061691761], [0.03588458523154259, 0.03047560527920723, 0.025709589943289757, 0.0008580804569646716, -0.0008385805413126945, -0.03306455910205841, 0.029105613008141518, 0.02478010207414627], [0.04087868332862854, 0.03743867203593254, 0.029747338965535164, 0.005042935721576214, -0.003942024894058704, -0.02560771442949772, 0.01653113402426243, 0.021043580025434494]], "network.8.bias": [0.01297894585877657, 0.012169753201305866, 0.007329824846237898, 0.006880877073854208, 0.009799745865166187, 0.005335384514182806, 0.003674949984997511, -0.0032220729626715183]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.659933, 0.360959, 0.181064, 0.359218, -0.377529], [0.133878, 0.239543, -0.209697, 0.257079, -0.245522], [0.14889, 0.488681, 0.046658, 0.382977, -0.338261], [-0.419369, -0.468396, -0.446498, -0.329506, 0.08609], [0.423158, 0.446084, -0.075705, 0.215158, -0.114889], [0.682714, 0.401572, 0.120857, 0.29055, -0.278807], [-0.262382, -0.431083, -0.003357, -0.13978, 0.454947], [-0.240371, 0.546514, -0.151533, -0.199606, 0.354756]], "network.0.bias": [0.404148, -0.050084, 0.030636, 0.24696, -0.002372, 0.330211, 0.105198, -0.216104], "network.2.weight": [[0.334684, -0.085484, 0.254184, 0.23336, 0.170613, 0.499951, 0.037701, 0.463391], [0.138585, 0.118082, -0.214164, 0.232546, -0.183597, -0.411939, 0.14737, -0.016034], [0.444215, 0.279048, 0.376766, -0.125829, 0.245251, 0.311476, -0.481083, 0.027934], [0.559451, -0.264032, 0.354099, 0.306925, 0.219454, 0.199638, -0.503681, 0.326931], [-0.162953, 0.298177, 0.031284, -0.186247, 0.214849, -0.274147, 0.520294, -0.432477], [0.172186, 0.254556, -0.034122, 0.275281, -0.10408, 0.481787, -0.534052, -0.268437], [0.551075, 0.35141, 0.269436, -0.062243, 0.381864, 0.146411, -0.006746, -0.063569], [-0.12834, -0.005423, -0.064079, -0.325053, 0.218497, -0.140995, -0.030974, -0.113806]], "network.2.bias": [-0.068315, 0.128741, 0.005614, 0.365642, 0.189258, 0.422807, 0.18765, 0.249889], "network.4.weight": [[0.472227, 0.161111, 0.023232, 0.561616, -0.033202, 0.573781, 0.129114, 0.089945], [0.538404, -0.078812, 0.379588, -0.006459, -0.440423, 0.160649, 0.131001, -0.508676], [0.106251, 0.190908, -0.151853, -0.471486, 0.339357, -0.238184, 0.022175, 0.295717], [0.275673, -0.058706, 0.279154, 0.125375, 0.042594, 0.374521, 0.109175, -0.472405], [0.451962, -0.519664, 0.454326, 0.529746, -0.34655, 0.545874, 0.359109, -0.363836], [0.573691, -0.487368, 0.461747, 0.02164, -0.487054, -0.019745, 0.476193, -0.040555], [0.2046, 0.314079, -0.078213, 0.038523, -0.188777, 0.259349, 0.020882, -0.259246], [0.330833, -0.179943, 0.354067, 0.541573, -0.566621, 0.340527, 0.374101, -0.311289]], "network.4.bias": [-0.192005, -0.02258, 0.435919, 0.394448, -0.125849, 0.098838, 0.509832, -0.07963], "network.6.weight": [[-0.2752, 0.083914, 0.318464, 0.368776, -0.029996, -0.151052, 0.007936, -0.014133], [0.51337, 0.12356, -0.303023, 0.084552, 0.521565, 0.309397, -0.031006, 0.390414], [-0.01205, 0.1238, 0.394018, 0.464351, -0.360671, -0.064487, 0.181833, -0.344366], [-0.515917, -0.234692, 0.099516, 0.187827, 0.005966, -0.149111, 0.388634, -0.162965], [0.106354, 0.140038, -0.561286, 0.529279, 0.54331, 0.465394, 0.029083, 0.396744], [-0.109672, -0.381774, 0.430685, 0.119516, -0.304653, 0.043469, 0.33839, -0.136322], [0.225065, 0.329805, -0.324795, 0.174193, 0.562951, 0.568826, 0.186468, 0.180562], [-0.28935, -0.317858, 0.418893, 0.428052, -0.133481, 0.255448, 0.289745, -0.394323]], "network.6.bias": [-0.093584, 0.282778, 0.384168, 0.1162, -0.125511, 0.325185, 0.121286, 0.051438], "network.8.weight": [[-0.21091, 0.550311, -0.05223, -0.395377, 0.377477, -0.315255, 0.43275, -0.423595], [-0.060606, 0.059433, -0.192965, -0.228237, 0.175695, -0.448664, 0.429152, 0.065212], [0.415507, 0.070262, 0.210451, -0.138886, -0.136172, 0.276816, -0.208114, -0.169682], [0.212561, -0.079691, 0.351974, -0.149892, 0.110864, -0.145637, 0.039743, -0.061254], [-0.410767, 0.008816, -0.32825, -0.38363, 0.337768, -0.160139, 0.355162, -0.26883], [0.124881, 0.208688, -0.200094, -0.515704, 0.468595, -0.477194, 0.108713, 0.02112], [-0.277986, -0.159027, 0.047236, 0.273242, -0.408897, 0.224607, -0.004289, 0.370256], [0.169977, 0.121377, 0.316346, 0.050248, -0.235717, 0.13654, -0.181509, -0.006558]], "network.8.bias": [-0.082943, 0.299391, -0.210029, -0.237824, -0.012325, -0.183417, 0.446766, 0.313542], "network.10.weight": [[0.535843, 0.379961, -0.228125, 0.238478, 0.254124, 0.495133, -0.502405, -0.483568], [0.464162, 0.228809, -0.08281, 0.012755, 0.407444, -0.081671, 0.073443, -0.302414], [0.395002, 0.190611, -0.310948, -0.221188, 0.21721, 0.049665, -0.032319, -0.228776], [-0.137184, -0.062031, -0.198441, -0.074938, -0.006204, -0.292817, 0.014971, 0.037986], [-0.1232, 0.147616, 0.268022, 0.125108, -0.459997, 0.109557, 0.127923, -0.042201], [-0.138151, 0.077418, 0.178265, 0.127047, -0.012128, 0.286138, 0.497266, 0.246046], [-0.287189, 0.418145, -0.324614, -0.100712, -0.22485, -0.226831, 0.489159, 0.395963], [0.066651, 0.570615, -0.142015, -0.045448, 0.353189, -0.099419, -0.478161, -0.354718]], "network.10.bias": [0.188397, -0.116314, -0.311252, 0.153468, -0.082666, -0.148759, 0.231849, -0.407893], "network.12.weight": [[-0.518136, -0.5509, -0.204355, 0.186124, 0.025468, 0.016818, 0.472497, -0.279186]], "network.12.bias": [0.293534]}
|
{"alternating": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8607142857142858, "precision": 0.28110599078341014, "recall": 0.61, "f1": 0.38485804416403785, "tp": 61, "fp": 156, "fn": 39, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.805, "precision": 0.10138248847926268, "recall": 0.22, "f1": 0.13880126182965302, "tp": 22, "fp": 195, "fn": 78, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8364285714285714, "precision": 0.20276497695852536, "recall": 0.44, "f1": 0.27760252365930604, "tp": 44, "fp": 173, "fn": 56, "tn": 1127, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7807142857142857, "precision": 0.02304147465437788, "recall": 0.05, "f1": 0.031545741324921134, "tp": 5, "fp": 212, "fn": 95, "tn": 1088, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8007142857142857, "precision": 0.08755760368663594, "recall": 0.19, "f1": 0.1198738170347003, "tp": 19, "fp": 198, "fn": 81, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.775, "precision": 0.004608294930875576, "recall": 0.01, "f1": 0.006309148264984228, "tp": 1, "fp": 216, "fn": 99, "tn": 1084, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8533333333333334, "precision": 0.3089171974522293, "recall": 0.97, "f1": 0.4685990338164251, "tp": 97, "fp": 217, "fn": 3, "tn": 1183, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8421428571428572, "precision": 0.22119815668202766, "recall": 0.48, "f1": 0.3028391167192429, "tp": 48, "fp": 169, "fn": 52, "tn": 1131, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7835714285714286, "precision": 0.03225806451612903, "recall": 0.07, "f1": 0.04416403785488959, "tp": 7, "fp": 210, "fn": 93, "tn": 1090, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8003911564625852, "macro_precision": 0.09020244629596239, "macro_recall": 0.21714285714285714, "macro_f1": 0.12675662319058287, "micro_accuracy": 0.8006598984771574, "micro_precision": 0.09696969696969697, "micro_recall": 0.21714285714285714, "micro_f1": 0.13406835722160967}}
|
{"network.0.weight": [[-0.12389802932739258, -0.01944197341799736, 0.0588047057390213, 0.16406387090682983, 0.12843775749206543], [-0.024142229929566383, -0.014635634608566761, 0.05463138595223427, -0.11276623606681824, -0.024559859186410904], [0.16170543432235718, 0.1293853223323822, 0.03235207870602608, -0.005612538196146488, -0.01777184009552002], [-0.09339867532253265, -0.020487580448389053, 0.04857896640896797, 0.15681710839271545, 0.11811802536249161], [0.006998258642852306, -0.019049711525440216, 0.04181763902306557, -0.11116141080856323, -0.031363360583782196], [0.1833306849002838, 0.08409921079874039, 0.014877723529934883, 0.041864391416311264, -0.013537135906517506], [-0.08423236012458801, -0.04788365215063095, 0.04367411509156227, 0.1040358766913414, 0.08617857098579407], [0.06196153536438942, -0.0028757164254784584, 0.09447560459375381, -0.006658542435616255, -0.015252888202667236]], "network.0.bias": [0.032284509390592575, 0.048251718282699585, 0.0445767343044281, 0.028730371966958046, 0.045283008366823196, 0.051779016852378845, 0.03525100275874138, 0.017474262043833733], "network.10.weight": [[0.05902068316936493, 0.08953569829463959, 0.0700463280081749, 0.014073950238525867, -0.02293892204761505, 0.12047729641199112, 0.01582927443087101, -0.004418480675667524], [0.06518196314573288, 0.0959983617067337, 0.05137336254119873, -0.0012069224612787366, -0.03993697464466095, 0.12943793833255768, 0.02117500640451908, -0.035886477679014206], [0.06784462183713913, 0.07310821861028671, 0.0435505211353302, -0.01148627046495676, -0.0073125334456563, 0.1494411677122116, 0.01934864930808544, 0.01996874250471592], [0.10665731132030487, 0.05754825100302696, 0.04288211092352867, -0.0017235922859981656, -0.07603577524423599, 0.15828858315944672, 0.01608712412416935, 0.005037785042077303], [0.09476692229509354, 0.057610880583524704, 0.05754062160849571, -0.014140822924673557, -0.019055485725402832, 0.14787033200263977, -0.011994426138699055, 0.03730437904596329], [0.1168208047747612, 0.02579854428768158, 0.07069237530231476, 0.0023856116458773613, -0.011515474878251553, 0.12315256148576736, 0.019742881879210472, 0.019048817455768585], [0.1205180361866951, 0.025536587461829185, 0.06174652650952339, 0.003751634620130062, -0.0006835917010903358, 0.07848238199949265, -0.008251664228737354, 0.038719017058610916], [0.09860225766897202, 0.02760378271341324, 0.055058155208826065, 0.014364759437739849, 0.008699501864612103, 0.07147645205259323, -0.02379038743674755, 0.07290519773960114]], "network.10.bias": [0.028842872008681297, 0.011497520841658115, 0.001940400805324316, -0.007649085018783808, 0.006964390631765127, -0.00571697810664773, 0.014630277641117573, 0.03666377440094948], "network.12.weight": [[0.12255968898534775, -0.0076015000231564045, 0.07739751040935516, -0.008775313384830952, -0.007584837265312672, 0.0612170584499836, -0.02286740206182003, 0.05124187096953392]], "network.12.bias": [0.03806861490011215], "network.2.weight": [[0.10257081687450409, 0.01564175635576248, 0.060513224452733994, -0.006724611856043339, 0.014669104479253292, 0.057901713997125626, -0.025550900027155876, 0.05484669655561447], [0.09064661711454391, 0.035408925265073776, 0.0550871305167675, 0.006972453556954861, 0.016780082136392593, 0.05845740810036659, -0.030635176226496696, 0.04835539683699608], [0.07759086042642593, 0.04649060592055321, 0.05650625005364418, 0.009030926041305065, 0.002596071921288967, 0.057583194226026535, -0.03362294286489487, 0.06815902888774872], [0.07768511772155762, 0.03753960505127907, 0.0762135237455368, -0.0022119106724858284, 0.010240691713988781, 0.04000269994139671, -0.022442234680056572, 0.08987459540367126], [0.07502994686365128, 0.03284749016165733, 0.08017852902412415, -0.011428295634686947, 0.021012410521507263, 0.012730476446449757, -0.03323724493384361, 0.08240705728530884], [0.07695750892162323, 0.06028306484222412, 0.07459764927625656, -0.008260146714746952, 0.014289178885519505, 0.011166409589350224, -0.031993474811315536, 0.0757831335067749], [0.0876370370388031, 0.0650574341416359, 0.06937488913536072, -0.012227744795382023, 0.01444240938872099, -0.003984006587415934, -0.008306321687996387, 0.07650796324014664], [0.07421401888132095, 0.05617576465010643, 0.07078398019075394, -0.0024033719673752785, 0.023891080170869827, 0.027389569208025932, -0.006772947963327169, 0.08035878837108612]], "network.2.bias": [0.03277301415801048, 0.0343925841152668, 0.030134616419672966, 0.026557108387351036, 0.02756371907889843, 0.027455346658825874, 0.03567888215184212, 0.023702194914221764], "network.4.weight": [[0.07460006326436996, 0.08092280477285385, 0.07022637873888016, -0.006847145967185497, 0.030455872416496277, 0.010881138034164906, -0.009050850756466389, 0.0804186463356018], [0.08312384784221649, 0.0816064327955246, 0.0735485702753067, -0.016253657639026642, 0.03845381364226341, -0.0012364486465230584, 0.007901701144874096, 0.07690337300300598], [0.07151328772306442, 0.13431592285633087, 0.04998958110809326, -0.006860441528260708, 0.03410414978861809, -0.008059362880885601, -0.0012625878443941474, 0.05779378488659859], [0.0457095131278038, 0.06847634166479111, 0.06375434249639511, 0.005222746171057224, 0.0221395343542099, 0.03202527388930321, 0.0047898911871016026, 0.06675256043672562], [0.050550129264593124, 0.06152483448386192, 0.0751105472445488, 0.00722874328494072, 0.02225765585899353, 0.021151145920157433, 0.009444872848689556, 0.06670364737510681], [0.04272952303290367, 0.05846397951245308, 0.07366466522216797, 0.00043026998173445463, 0.020396742969751358, 0.005322342272847891, 0.019650356844067574, 0.05160852149128914], [0.04221970960497856, 0.0738794133067131, 0.05329949036240578, -0.005557266529649496, 0.03337369114160538, -0.00819032546132803, 0.013740013353526592, 0.061036404222249985], [0.025032907724380493, 0.055052243173122406, 0.05717255175113678, -0.02199111506342888, 0.015271647833287716, 0.009461686946451664, 0.008977691642940044, 0.06707003712654114]], "network.4.bias": [0.02278827130794525, 0.0035907342098653316, 0.0324506051838398, 0.044524576514959335, 0.04906308650970459, 0.04038858786225319, 0.05814351886510849, 0.032279256731271744], "network.6.weight": [[0.040214113891124725, 0.06851761043071747, 0.052486032247543335, -0.03085288219153881, 0.017139464616775513, 0.02092663012444973, 0.042785126715898514, 0.0665769875049591], [0.058340419083833694, 0.056498926132917404, 0.05621008947491646, -0.02672906219959259, 0.03441759943962097, 0.00035125151043757796, 0.02829124964773655, 0.05316927656531334], [0.05559856817126274, 0.06416521966457367, 0.05391805246472359, -0.019205443561077118, 0.022785652428865433, 0.0003112716949544847, 0.0012076894054189324, 0.06458871811628342], [0.04085484892129898, 0.06976145505905151, 0.04703884571790695, -0.021201781928539276, 0.01713850349187851, -0.011998898349702358, 0.0021640309132635593, 0.06047162041068077], [0.040483176708221436, 0.0627639889717102, 0.04549042880535126, -0.015660975128412247, 0.017529714852571487, -0.01306410413235426, 0.006196486297994852, 0.05355067923665047], [0.04822743684053421, 0.055273327976465225, 0.048020537942647934, -0.012418108992278576, 0.01410673651844263, -0.0027006887830793858, -0.0033239847980439663, 0.05432502552866936], [0.046918753534555435, 0.061073917895555496, 0.04336745664477348, -0.014257402159273624, 0.01184093113988638, -0.009233935736119747, 0.001249308348633349, 0.058756325393915176], [0.04579290375113487, 0.06376060098409653, 0.04591915383934975, -0.0156249376013875, 0.013936183415353298, -0.008178542368113995, -0.006181595381349325, 0.061019591987133026]], "network.6.bias": [0.03692394122481346, 0.030398689210414886, 0.03666715696454048, 0.034231994301080704, 0.03151503950357437, 0.034015920013189316, 0.03620455786585808, 0.029292268678545952], "network.8.weight": [[0.026211794465780258, 0.05048229917883873, 0.043700121343135834, -0.031124258413910866, 0.014421223662793636, -0.026965389028191566, 0.0016472662100568414, 0.04807639122009277], [0.05091453343629837, 0.053427163511514664, 0.040675874799489975, -0.015900498256087303, 0.012713477946817875, -0.002463760320097208, 0.005327838007360697, 0.04179655387997627], [0.052418842911720276, 0.05816712602972984, 0.038810111582279205, -0.013521739281713963, 0.0119174188002944, -0.009071136824786663, -0.008806404657661915, 0.04627332091331482], [0.042444825172424316, 0.054862719029188156, 0.03642561659216881, -0.013113808818161488, 0.011829646304249763, -0.015291537158191204, -0.006193605717271566, 0.04351695254445076], [0.05126158893108368, 0.05264420807361603, 0.036371439695358276, -0.014355172403156757, 0.017130374908447266, -0.01600104756653309, 0.002875345293432474, 0.046387724578380585], [0.04961404204368591, 0.05258366838097572, 0.040279731154441833, -0.015471638180315495, 0.013346984051167965, -0.011800887994468212, -0.005983573850244284, 0.041041579097509384], [0.048163220286369324, 0.048707447946071625, 0.03096386231482029, -0.020122678950428963, 0.021143153309822083, -0.021725596860051155, 0.0008286187658086419, 0.04174518212676048], [0.05233946442604065, 0.05570879578590393, 0.03498977795243263, -0.015240428037941456, 0.01694607362151146, -0.012108045630156994, -0.010011640377342701, 0.038636721670627594]], "network.8.bias": [0.026690343394875526, 0.025723444297909737, 0.022502534091472626, 0.021769355982542038, 0.0253637433052063, 0.02173542231321335, 0.018595855683088303, 0.013443068601191044]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.659933, 0.360959, 0.181064, 0.359218, -0.377529], [0.133878, 0.239543, -0.209697, 0.257079, -0.245522], [0.14889, 0.488681, 0.046658, 0.382977, -0.338261], [-0.419369, -0.468396, -0.446498, -0.329506, 0.08609], [0.423158, 0.446084, -0.075705, 0.215158, -0.114889], [0.682714, 0.401572, 0.120857, 0.29055, -0.278807], [-0.262382, -0.431083, -0.003357, -0.13978, 0.454947], [-0.240371, 0.546514, -0.151533, -0.199606, 0.354756]], "network.0.bias": [0.404148, -0.050084, 0.030636, 0.24696, -0.002372, 0.330211, 0.105198, -0.216104], "network.2.weight": [[0.334684, -0.085484, 0.254184, 0.23336, 0.170613, 0.499951, 0.037701, 0.463391], [0.138585, 0.118082, -0.214164, 0.232546, -0.183597, -0.411939, 0.14737, -0.016034], [0.444215, 0.279048, 0.376766, -0.125829, 0.245251, 0.311476, -0.481083, 0.027934], [0.559451, -0.264032, 0.354099, 0.306925, 0.219454, 0.199638, -0.503681, 0.326931], [-0.162953, 0.298177, 0.031284, -0.186247, 0.214849, -0.274147, 0.520294, -0.432477], [0.172186, 0.254556, -0.034122, 0.275281, -0.10408, 0.481787, -0.534052, -0.268437], [0.551075, 0.35141, 0.269436, -0.062243, 0.381864, 0.146411, -0.006746, -0.063569], [-0.12834, -0.005423, -0.064079, -0.325053, 0.218497, -0.140995, -0.030974, -0.113806]], "network.2.bias": [-0.068315, 0.128741, 0.005614, 0.365642, 0.189258, 0.422807, 0.18765, 0.249889], "network.4.weight": [[0.472227, 0.161111, 0.023232, 0.561616, -0.033202, 0.573781, 0.129114, 0.089945], [0.538404, -0.078812, 0.379588, -0.006459, -0.440423, 0.160649, 0.131001, -0.508676], [0.106251, 0.190908, -0.151853, -0.471486, 0.339357, -0.238184, 0.022175, 0.295717], [0.275673, -0.058706, 0.279154, 0.125375, 0.042594, 0.374521, 0.109175, -0.472405], [0.451962, -0.519664, 0.454326, 0.529746, -0.34655, 0.545874, 0.359109, -0.363836], [0.573691, -0.487368, 0.461747, 0.02164, -0.487054, -0.019745, 0.476193, -0.040555], [0.2046, 0.314079, -0.078213, 0.038523, -0.188777, 0.259349, 0.020882, -0.259246], [0.330833, -0.179943, 0.354067, 0.541573, -0.566621, 0.340527, 0.374101, -0.311289]], "network.4.bias": [-0.192005, -0.02258, 0.435919, 0.394448, -0.125849, 0.098838, 0.509832, -0.07963], "network.6.weight": [[-0.2752, 0.083914, 0.318464, 0.368776, -0.029996, -0.151052, 0.007936, -0.014133], [0.51337, 0.12356, -0.303023, 0.084552, 0.521565, 0.309397, -0.031006, 0.390414], [-0.01205, 0.1238, 0.394018, 0.464351, -0.360671, -0.064487, 0.181833, -0.344366], [-0.515917, -0.234692, 0.099516, 0.187827, 0.005966, -0.149111, 0.388634, -0.162965], [0.106354, 0.140038, -0.561286, 0.529279, 0.54331, 0.465394, 0.029083, 0.396744], [-0.109672, -0.381774, 0.430685, 0.119516, -0.304653, 0.043469, 0.33839, -0.136322], [0.225065, 0.329805, -0.324795, 0.174193, 0.562951, 0.568826, 0.186468, 0.180562], [-0.28935, -0.317858, 0.418893, 0.428052, -0.133481, 0.255448, 0.289745, -0.394323]], "network.6.bias": [-0.093584, 0.282778, 0.384168, 0.1162, -0.125511, 0.325185, 0.121286, 0.051438], "network.8.weight": [[-0.21091, 0.550311, -0.05223, -0.395377, 0.377477, -0.315255, 0.43275, -0.423595], [-0.060606, 0.059433, -0.192965, -0.228237, 0.175695, -0.448664, 0.429152, 0.065212], [0.415507, 0.070262, 0.210451, -0.138886, -0.136172, 0.276816, -0.208114, -0.169682], [0.212561, -0.079691, 0.351974, -0.149892, 0.110864, -0.145637, 0.039743, -0.061254], [-0.410767, 0.008816, -0.32825, -0.38363, 0.337768, -0.160139, 0.355162, -0.26883], [0.124881, 0.208688, -0.200094, -0.515704, 0.468595, -0.477194, 0.108713, 0.02112], [-0.277986, -0.159027, 0.047236, 0.273242, -0.408897, 0.224607, -0.004289, 0.370256], [0.169977, 0.121377, 0.316346, 0.050248, -0.235717, 0.13654, -0.181509, -0.006558]], "network.8.bias": [-0.082943, 0.299391, -0.210029, -0.237824, -0.012325, -0.183417, 0.446766, 0.313542], "network.10.weight": [[0.535843, 0.379961, -0.228125, 0.238478, 0.254124, 0.495133, -0.502405, -0.483568], [0.464162, 0.228809, -0.08281, 0.012755, 0.407444, -0.081671, 0.073443, -0.302414], [0.395002, 0.190611, -0.310948, -0.221188, 0.21721, 0.049665, -0.032319, -0.228776], [-0.137184, -0.062031, -0.198441, -0.074938, -0.006204, -0.292817, 0.014971, 0.037986], [-0.1232, 0.147616, 0.268022, 0.125108, -0.459997, 0.109557, 0.127923, -0.042201], [-0.138151, 0.077418, 0.178265, 0.127047, -0.012128, 0.286138, 0.497266, 0.246046], [-0.287189, 0.418145, -0.324614, -0.100712, -0.22485, -0.226831, 0.489159, 0.395963], [0.066651, 0.570615, -0.142015, -0.045448, 0.353189, -0.099419, -0.478161, -0.354718]], "network.10.bias": [0.188397, -0.116314, -0.311252, 0.153468, -0.082666, -0.148759, 0.231849, -0.407893], "network.12.weight": [[-0.518136, -0.5509, -0.204355, 0.186124, 0.025468, 0.016818, 0.472497, -0.279186]], "network.12.bias": [0.293534]}
|
{"alternating": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8607142857142858, "precision": 0.28110599078341014, "recall": 0.61, "f1": 0.38485804416403785, "tp": 61, "fp": 156, "fn": 39, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.805, "precision": 0.10138248847926268, "recall": 0.22, "f1": 0.13880126182965302, "tp": 22, "fp": 195, "fn": 78, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8364285714285714, "precision": 0.20276497695852536, "recall": 0.44, "f1": 0.27760252365930604, "tp": 44, "fp": 173, "fn": 56, "tn": 1127, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7807142857142857, "precision": 0.02304147465437788, "recall": 0.05, "f1": 0.031545741324921134, "tp": 5, "fp": 212, "fn": 95, "tn": 1088, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8007142857142857, "precision": 0.08755760368663594, "recall": 0.19, "f1": 0.1198738170347003, "tp": 19, "fp": 198, "fn": 81, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.775, "precision": 0.004608294930875576, "recall": 0.01, "f1": 0.006309148264984228, "tp": 1, "fp": 216, "fn": 99, "tn": 1084, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8533333333333334, "precision": 0.3089171974522293, "recall": 0.97, "f1": 0.4685990338164251, "tp": 97, "fp": 217, "fn": 3, "tn": 1183, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8421428571428572, "precision": 0.22119815668202766, "recall": 0.48, "f1": 0.3028391167192429, "tp": 48, "fp": 169, "fn": 52, "tn": 1131, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7835714285714286, "precision": 0.03225806451612903, "recall": 0.07, "f1": 0.04416403785488959, "tp": 7, "fp": 210, "fn": 93, "tn": 1090, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8003911564625852, "macro_precision": 0.09020244629596239, "macro_recall": 0.21714285714285714, "macro_f1": 0.12675662319058287, "micro_accuracy": 0.8006598984771574, "micro_precision": 0.09696969696969697, "micro_recall": 0.21714285714285714, "micro_f1": 0.13406835722160967}}
|
{"network.0.weight": [[0.13452494144439697, 0.059740226715803146, 0.022776516154408455, -0.006712113972753286, 0.04522325471043587], [-0.021765584126114845, -0.0352691113948822, 0.06943255662918091, 0.1528022438287735, 0.05016107112169266], [-0.014193661510944366, 0.0487845204770565, 0.019152434542775154, -0.0021645287051796913, -0.04416639357805252], [0.16520161926746368, 0.04139244183897972, 0.02474537305533886, -0.007661574985831976, 0.04144607484340668], [0.012722752057015896, -0.050164587795734406, 0.046078309416770935, 0.1615246683359146, 0.02066260203719139], [-0.0003494021366350353, 0.01761770248413086, 0.01706312783062458, 0.039245832711458206, -0.05541488528251648], [0.1717601716518402, -0.017894458025693893, 0.017417026683688164, -0.0048498972319066525, 0.022797025740146637], [0.05901874974370003, -0.03301788866519928, 0.0808010920882225, 0.09245938062667847, 0.00984753668308258]], "network.0.bias": [0.010287830606102943, 0.017749378457665443, 0.05635899305343628, 0.025684455409646034, 0.019162116572260857, 0.0628722533583641, 0.03705570474267006, 0.009523761458694935], "network.10.weight": [[0.05728829279541969, 0.05238999053835869, 0.07127843797206879, -0.014920149929821491, -0.030319903045892715, 0.09271682053804398, 0.06821668148040771, 0.01982184126973152], [0.07410570234060287, 0.07268401235342026, 0.04909990727901459, -0.03344588354229927, -0.05187442898750305, 0.09747189283370972, 0.0503261424601078, -0.012668728828430176], [0.07463469356298447, 0.06847774237394333, 0.0458223856985569, -0.05151921510696411, -0.022749431431293488, 0.11670754104852676, 0.04437689110636711, 0.057728830724954605], [0.12495321780443192, 0.07055316865444183, 0.052922893315553665, -0.08615833520889282, -0.09616066515445709, 0.1517116278409958, 0.03172988072037697, 0.024110550060868263], [0.11720582097768784, 0.08139533549547195, 0.05477389693260193, -0.08120905607938766, -0.03563506901264191, 0.14844155311584473, 0.04013252258300781, 0.04814838990569115], [0.1407204419374466, 0.05224641039967537, 0.05852241441607475, -0.07696174830198288, -0.030531730502843857, 0.160065695643425, 0.04704182222485542, 0.030334357172250748], [0.15549154579639435, 0.056771937757730484, 0.05711032450199127, -0.06801861524581909, -0.010630317963659763, 0.08888070285320282, 0.021059084683656693, 0.03992452099919319], [0.13279160857200623, 0.05200158804655075, 0.05116920918226242, -0.029610199853777885, 0.003019324503839016, 0.08368823677301407, 0.02527458779513836, 0.07922142744064331]], "network.10.bias": [0.02740836702287197, 0.006853876169770956, -0.025027574971318245, -0.032844167202711105, -0.03925890102982521, -0.048443231731653214, -0.027050675824284554, -0.014177427627146244], "network.12.weight": [[0.1292663961648941, -0.008871533907949924, 0.0575745590031147, -0.029319019988179207, 0.01057340856641531, 0.0675615593791008, 0.006046975497156382, 0.04514298215508461]], "network.12.bias": [-0.007759811822324991], "network.2.weight": [[0.11073598265647888, 0.011171380057930946, 0.04639967903494835, -0.015099217183887959, 0.037949346005916595, 0.05638390779495239, 0.0124333081766963, 0.04935676231980324], [0.0907803550362587, 0.022840503603219986, 0.049738992005586624, 0.0021397164091467857, 0.03125651180744171, 0.04464581981301308, -0.013435923494398594, 0.04025755450129509], [0.07615964859724045, 0.035427164286375046, 0.052566275000572205, 0.002588489092886448, 0.02153974398970604, 0.036693282425403595, -0.026250502094626427, 0.051976073533296585], [0.07865823060274124, 0.03334959223866463, 0.06553824990987778, -0.001077926834113896, 0.03255707025527954, 0.02827218733727932, -0.030922552570700645, 0.06634829938411713], [0.07389223575592041, 0.03550359979271889, 0.06777526438236237, -0.004980568774044514, 0.04488113895058632, 0.010482517071068287, -0.04881387576460838, 0.05502684786915779], [0.07698283344507217, 0.062488097697496414, 0.06754075735807419, 0.0013099097413942218, 0.037132516503334045, 0.0008985748863779008, -0.04600753262639046, 0.04349355772137642], [0.08085037022829056, 0.07059354335069656, 0.06736677885055542, -0.0008247970836237073, 0.03733077645301819, -0.0170759130269289, 0.0011190274963155389, 0.059661123901605606], [0.07015586644411087, 0.057059306651353836, 0.05217671021819115, 0.009544405154883862, 0.03673119097948074, 0.021444322541356087, -0.009296282194554806, 0.062458526343107224]], "network.2.bias": [0.0010510492138564587, 0.014289465732872486, 0.011256192810833454, 0.011843291111290455, 0.01976148411631584, 0.01835978589951992, 0.034009043127298355, 0.021905235946178436], "network.4.weight": [[0.07832021266222, 0.08579229563474655, 0.05614606663584709, 0.0069404421374201775, 0.043382737785577774, 0.007837851531803608, -0.020172959193587303, 0.05682357773184776], [0.0862116813659668, 0.0944981500506401, 0.061599019914865494, -0.0007438372122123837, 0.05221591889858246, 0.0016149928560480475, -0.009247289039194584, 0.055371180176734924], [0.08639823645353317, 0.147383451461792, 0.03468860685825348, 0.0090975696220994, 0.046362876892089844, -0.0138245252892375, -0.013229583390057087, 0.05310375988483429], [0.07309982925653458, 0.06552974879741669, 0.04972043260931969, 0.009929708205163479, 0.03620057553052902, 0.021268824115395546, 0.0017753230640664697, 0.05453496426343918], [0.08922097831964493, 0.059233877807855606, 0.06380595266819, 0.008827130310237408, 0.04042590409517288, 0.013688703067600727, 0.005308522377163172, 0.05302386358380318], [0.08540353924036026, 0.06221850588917732, 0.06400993466377258, 0.001920033129863441, 0.038229357451200485, -0.0010047504911199212, -0.0005024535348638892, 0.030863702297210693], [0.0848095715045929, 0.08008015155792236, 0.04786370322108269, -0.0026066573336720467, 0.04214121401309967, -0.015308315865695477, 0.0017766716191545129, 0.05550829693675041], [0.07331066578626633, 0.04730389639735222, 0.04932223632931709, -0.013225535862147808, 0.012480883859097958, 0.01345104444772005, 0.006898316089063883, 0.05754980444908142]], "network.4.bias": [0.018544010818004608, 0.0053856889717280865, 0.03360183164477348, 0.04360056295990944, 0.04471629485487938, 0.0428893119096756, 0.0616610012948513, 0.035543132573366165], "network.6.weight": [[0.0876241996884346, 0.05736206844449043, 0.04750403016805649, -0.024462712928652763, 0.01639871671795845, 0.030613021925091743, 0.05692761018872261, 0.06254458427429199], [0.10164252668619156, 0.03789714351296425, 0.055128488689661026, -0.02925979532301426, 0.040517255663871765, 0.001078349887393415, 0.047353629022836685, 0.04129055514931679], [0.10154961794614792, 0.0446927584707737, 0.05407356843352318, -0.020749280229210854, 0.033901795744895935, -0.00514283636584878, -0.011700202710926533, 0.04044846072793007], [0.07483065873384476, 0.0661829486489296, 0.05178951844573021, -0.013004944659769535, 0.02076639235019684, -0.013007122091948986, -0.009436645545065403, 0.0320967398583889], [0.07798272371292114, 0.0562603585422039, 0.0499035082757473, -0.009826703928411007, 0.02206149324774742, -0.01632349006831646, -0.0006389034679159522, 0.024533964693546295], [0.07925688475370407, 0.04525204002857208, 0.05432076379656792, -0.008600817993283272, 0.021565135568380356, -0.013203884474933147, -0.011743278242647648, 0.025673722848296165], [0.08159937709569931, 0.052441615611314774, 0.049419354647397995, -0.008163752034306526, 0.018093235790729523, -0.01641254313290119, -0.01226464007049799, 0.027854828163981438], [0.07850325107574463, 0.05483778193593025, 0.05364401638507843, -0.007715006358921528, 0.01824329048395157, -0.015579338185489178, -0.02219860441982746, 0.03282277658581734]], "network.6.bias": [0.03403376415371895, 0.02840300276875496, 0.04043000563979149, 0.03987891972064972, 0.03715157508850098, 0.03880990669131279, 0.04411832615733147, 0.03791119530797005], "network.8.weight": [[0.059703320264816284, 0.038142528384923935, 0.053897637873888016, -0.01933877356350422, 0.012976105324923992, -0.03251884877681732, -0.00499280309304595, 0.015899229794740677], [0.08100482821464539, 0.03688502684235573, 0.05128125473856926, -0.00855895597487688, 0.020421583205461502, -0.017498211935162544, 0.004460903350263834, 0.012845978140830994], [0.08394870162010193, 0.04167119786143303, 0.04758085310459137, -0.006107202731072903, 0.018055178225040436, -0.023863038048148155, -0.012209796346724033, 0.01739359460771084], [0.0745387151837349, 0.03614767640829086, 0.04410002753138542, -0.003092508763074875, 0.021052487194538116, -0.03256376460194588, -0.004194324370473623, 0.013789154589176178], [0.08176654577255249, 0.03238634765148163, 0.045375656336545944, -0.005095208995044231, 0.025879602879285812, -0.0374961718916893, -0.0015906629851087928, 0.016893163323402405], [0.08421420305967331, 0.037242591381073, 0.050191327929496765, -0.010218827053904533, 0.0186234712600708, -0.02328486181795597, -0.00464383652433753, 0.010985001921653748], [0.07371766865253448, 0.029250087216496468, 0.042211104184389114, -0.01227201521396637, 0.028005652129650116, -0.040511976927518845, 0.002980227116495371, 0.011502224951982498], [0.07776035368442535, 0.03295544162392616, 0.04528277739882469, -0.006256061606109142, 0.02547323703765869, -0.03316681832075119, -0.006067474838346243, 0.012938231229782104]], "network.8.bias": [0.032267432659864426, 0.030166851356625557, 0.026374567300081253, 0.024264289066195488, 0.030277153477072716, 0.024189110845327377, 0.02183222398161888, 0.013985482044517994]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.659933, 0.360959, 0.181064, 0.359218, -0.377529], [0.133878, 0.239543, -0.209697, 0.257079, -0.245522], [0.14889, 0.488681, 0.046658, 0.382977, -0.338261], [-0.419369, -0.468396, -0.446498, -0.329506, 0.08609], [0.423158, 0.446084, -0.075705, 0.215158, -0.114889], [0.682714, 0.401572, 0.120857, 0.29055, -0.278807], [-0.262382, -0.431083, -0.003357, -0.13978, 0.454947], [-0.240371, 0.546514, -0.151533, -0.199606, 0.354756]], "network.0.bias": [0.404148, -0.050084, 0.030636, 0.24696, -0.002372, 0.330211, 0.105198, -0.216104], "network.2.weight": [[0.334684, -0.085484, 0.254184, 0.23336, 0.170613, 0.499951, 0.037701, 0.463391], [0.138585, 0.118082, -0.214164, 0.232546, -0.183597, -0.411939, 0.14737, -0.016034], [0.444215, 0.279048, 0.376766, -0.125829, 0.245251, 0.311476, -0.481083, 0.027934], [0.559451, -0.264032, 0.354099, 0.306925, 0.219454, 0.199638, -0.503681, 0.326931], [-0.162953, 0.298177, 0.031284, -0.186247, 0.214849, -0.274147, 0.520294, -0.432477], [0.172186, 0.254556, -0.034122, 0.275281, -0.10408, 0.481787, -0.534052, -0.268437], [0.551075, 0.35141, 0.269436, -0.062243, 0.381864, 0.146411, -0.006746, -0.063569], [-0.12834, -0.005423, -0.064079, -0.325053, 0.218497, -0.140995, -0.030974, -0.113806]], "network.2.bias": [-0.068315, 0.128741, 0.005614, 0.365642, 0.189258, 0.422807, 0.18765, 0.249889], "network.4.weight": [[0.472227, 0.161111, 0.023232, 0.561616, -0.033202, 0.573781, 0.129114, 0.089945], [0.538404, -0.078812, 0.379588, -0.006459, -0.440423, 0.160649, 0.131001, -0.508676], [0.106251, 0.190908, -0.151853, -0.471486, 0.339357, -0.238184, 0.022175, 0.295717], [0.275673, -0.058706, 0.279154, 0.125375, 0.042594, 0.374521, 0.109175, -0.472405], [0.451962, -0.519664, 0.454326, 0.529746, -0.34655, 0.545874, 0.359109, -0.363836], [0.573691, -0.487368, 0.461747, 0.02164, -0.487054, -0.019745, 0.476193, -0.040555], [0.2046, 0.314079, -0.078213, 0.038523, -0.188777, 0.259349, 0.020882, -0.259246], [0.330833, -0.179943, 0.354067, 0.541573, -0.566621, 0.340527, 0.374101, -0.311289]], "network.4.bias": [-0.192005, -0.02258, 0.435919, 0.394448, -0.125849, 0.098838, 0.509832, -0.07963], "network.6.weight": [[-0.2752, 0.083914, 0.318464, 0.368776, -0.029996, -0.151052, 0.007936, -0.014133], [0.51337, 0.12356, -0.303023, 0.084552, 0.521565, 0.309397, -0.031006, 0.390414], [-0.01205, 0.1238, 0.394018, 0.464351, -0.360671, -0.064487, 0.181833, -0.344366], [-0.515917, -0.234692, 0.099516, 0.187827, 0.005966, -0.149111, 0.388634, -0.162965], [0.106354, 0.140038, -0.561286, 0.529279, 0.54331, 0.465394, 0.029083, 0.396744], [-0.109672, -0.381774, 0.430685, 0.119516, -0.304653, 0.043469, 0.33839, -0.136322], [0.225065, 0.329805, -0.324795, 0.174193, 0.562951, 0.568826, 0.186468, 0.180562], [-0.28935, -0.317858, 0.418893, 0.428052, -0.133481, 0.255448, 0.289745, -0.394323]], "network.6.bias": [-0.093584, 0.282778, 0.384168, 0.1162, -0.125511, 0.325185, 0.121286, 0.051438], "network.8.weight": [[-0.21091, 0.550311, -0.05223, -0.395377, 0.377477, -0.315255, 0.43275, -0.423595], [-0.060606, 0.059433, -0.192965, -0.228237, 0.175695, -0.448664, 0.429152, 0.065212], [0.415507, 0.070262, 0.210451, -0.138886, -0.136172, 0.276816, -0.208114, -0.169682], [0.212561, -0.079691, 0.351974, -0.149892, 0.110864, -0.145637, 0.039743, -0.061254], [-0.410767, 0.008816, -0.32825, -0.38363, 0.337768, -0.160139, 0.355162, -0.26883], [0.124881, 0.208688, -0.200094, -0.515704, 0.468595, -0.477194, 0.108713, 0.02112], [-0.277986, -0.159027, 0.047236, 0.273242, -0.408897, 0.224607, -0.004289, 0.370256], [0.169977, 0.121377, 0.316346, 0.050248, -0.235717, 0.13654, -0.181509, -0.006558]], "network.8.bias": [-0.082943, 0.299391, -0.210029, -0.237824, -0.012325, -0.183417, 0.446766, 0.313542], "network.10.weight": [[0.535843, 0.379961, -0.228125, 0.238478, 0.254124, 0.495133, -0.502405, -0.483568], [0.464162, 0.228809, -0.08281, 0.012755, 0.407444, -0.081671, 0.073443, -0.302414], [0.395002, 0.190611, -0.310948, -0.221188, 0.21721, 0.049665, -0.032319, -0.228776], [-0.137184, -0.062031, -0.198441, -0.074938, -0.006204, -0.292817, 0.014971, 0.037986], [-0.1232, 0.147616, 0.268022, 0.125108, -0.459997, 0.109557, 0.127923, -0.042201], [-0.138151, 0.077418, 0.178265, 0.127047, -0.012128, 0.286138, 0.497266, 0.246046], [-0.287189, 0.418145, -0.324614, -0.100712, -0.22485, -0.226831, 0.489159, 0.395963], [0.066651, 0.570615, -0.142015, -0.045448, 0.353189, -0.099419, -0.478161, -0.354718]], "network.10.bias": [0.188397, -0.116314, -0.311252, 0.153468, -0.082666, -0.148759, 0.231849, -0.407893], "network.12.weight": [[-0.518136, -0.5509, -0.204355, 0.186124, 0.025468, 0.016818, 0.472497, -0.279186]], "network.12.bias": [0.293534]}
|
{"alternating": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8607142857142858, "precision": 0.28110599078341014, "recall": 0.61, "f1": 0.38485804416403785, "tp": 61, "fp": 156, "fn": 39, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.805, "precision": 0.10138248847926268, "recall": 0.22, "f1": 0.13880126182965302, "tp": 22, "fp": 195, "fn": 78, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8364285714285714, "precision": 0.20276497695852536, "recall": 0.44, "f1": 0.27760252365930604, "tp": 44, "fp": 173, "fn": 56, "tn": 1127, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7807142857142857, "precision": 0.02304147465437788, "recall": 0.05, "f1": 0.031545741324921134, "tp": 5, "fp": 212, "fn": 95, "tn": 1088, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8007142857142857, "precision": 0.08755760368663594, "recall": 0.19, "f1": 0.1198738170347003, "tp": 19, "fp": 198, "fn": 81, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.775, "precision": 0.004608294930875576, "recall": 0.01, "f1": 0.006309148264984228, "tp": 1, "fp": 216, "fn": 99, "tn": 1084, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8533333333333334, "precision": 0.3089171974522293, "recall": 0.97, "f1": 0.4685990338164251, "tp": 97, "fp": 217, "fn": 3, "tn": 1183, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.7735714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 217, "fn": 100, "tn": 1083, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8421428571428572, "precision": 0.22119815668202766, "recall": 0.48, "f1": 0.3028391167192429, "tp": 48, "fp": 169, "fn": 52, "tn": 1131, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7835714285714286, "precision": 0.03225806451612903, "recall": 0.07, "f1": 0.04416403785488959, "tp": 7, "fp": 210, "fn": 93, "tn": 1090, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8003911564625852, "macro_precision": 0.09020244629596239, "macro_recall": 0.21714285714285714, "macro_f1": 0.12675662319058287, "micro_accuracy": 0.8006598984771574, "micro_precision": 0.09696969696969697, "micro_recall": 0.21714285714285714, "micro_f1": 0.13406835722160967}}
|
{"network.0.weight": [[-0.05684061720967293, -0.04961863160133362, -0.019775928929448128, 0.012999109923839569, 0.08128077536821365], [-0.017568154260516167, -0.04027711600065231, 0.08704408258199692, -0.028180310502648354, -0.0521017350256443], [0.010248437523841858, 0.0796513557434082, 0.00709571922197938, 0.006188566796481609, -0.04673171788454056], [-0.012265768833458424, -0.0494915209710598, -0.01935729570686817, 0.009109284728765488, 0.0658155009150505], [0.026419030502438545, -0.05469755828380585, 0.07112523913383484, -0.008520890958607197, -0.0564672015607357], [0.009839098900556564, 0.04121137782931328, -0.00014828675193712115, 0.04671840742230415, -0.06708896905183792], [-0.04313241317868233, -0.06997742503881454, -0.013287859968841076, 0.0030645804945379496, 0.042542360723018646], [0.04848777875304222, -0.041915010660886765, 0.0948946550488472, -0.006029476877301931, -0.0494360588490963]], "network.0.bias": [0.010560670867562294, -0.027928384020924568, 0.07875436544418335, 0.007320190314203501, -0.02032477594912052, 0.08097829669713974, 0.024540303274989128, -0.029462696984410286], "network.10.weight": [[0.02285686880350113, 0.032495614141225815, 0.04084865748882294, 0.035791024565696716, -0.03429371863603592, 0.10563892126083374, 0.02528204582631588, -0.042249396443367004], [0.02858544886112213, 0.043605051934719086, 0.017278896644711494, 0.03685447946190834, -0.05526815354824066, 0.10456003248691559, 0.041760046035051346, -0.06686662137508392], [0.02709384262561798, 0.027897518128156662, 0.013816362246870995, 0.02471652813255787, -0.033959463238716125, 0.1209380105137825, 0.04283523932099342, -0.008065253496170044], [0.060218166559934616, 0.029607072472572327, 0.025444241240620613, 0.014211545698344707, -0.09792493283748627, 0.14909149706363678, 0.04707808420062065, -0.02862285077571869], [0.058621231466531754, 0.031590212136507034, 0.025462156161665916, 0.013943764381110668, -0.048540957272052765, 0.1447654813528061, 0.037550199776887894, 0.0018539171433076262], [0.08605461567640305, 0.013462997041642666, 0.039895061403512955, 0.01272002886980772, -0.04395518824458122, 0.1418152004480362, 0.06463926285505295, -0.013022638857364655], [0.0928444042801857, 0.00987247284501791, 0.036256562918424606, 0.019619984552264214, -0.03480251878499985, 0.07418174296617508, 0.05924559757113457, 0.010647017508745193], [0.09750073403120041, -0.002701871795579791, 0.025161677971482277, 0.04651574045419693, -0.015360412187874317, 0.06620549410581589, 0.04484272375702858, 0.05213276296854019]], "network.10.bias": [-0.012331458739936352, -0.030695388093590736, -0.04994034394621849, -0.057317737489938736, -0.052307188510894775, -0.057701144367456436, -0.040850620716810226, -0.02415567822754383], "network.12.weight": [[0.11125202476978302, -0.04066726937890053, 0.0341852568089962, 0.030943328514695168, -0.012783211655914783, 0.0470370315015316, 0.045729611068964005, 0.035061195492744446]], "network.12.bias": [-0.024081064388155937], "network.2.weight": [[0.10392750799655914, -0.030983667820692062, 0.0205276720225811, 0.03511973097920418, 0.00821854081004858, 0.03855326399207115, 0.05103088170289993, 0.03624558821320534], [0.10197535902261734, -0.016701186075806618, 0.020230060443282127, 0.04226722568273544, 0.006501580588519573, 0.0387842133641243, 0.043977122753858566, 0.03263081982731819], [0.08751185983419418, -0.0049153645522892475, 0.022434880957007408, 0.041953012347221375, -0.004622341133654118, 0.03603460267186165, 0.02534845657646656, 0.04977129399776459], [0.0838213786482811, -0.005465504247695208, 0.045504339039325714, 0.03235728666186333, -0.0034208251163363457, 0.03086470253765583, 0.009731068275868893, 0.06493008136749268], [0.09352806955575943, -0.0025807737838476896, 0.05328306928277016, 0.016675272956490517, 0.005647658370435238, 0.019328219816088676, 0.019293947145342827, 0.05694213882088661], [0.09555668383836746, 0.01824835315346718, 0.04746716096997261, 0.027154168114066124, -0.003633306361734867, 0.016703808680176735, 0.0201160479336977, 0.049073632806539536], [0.09991806000471115, 0.026935510337352753, 0.045836418867111206, 0.02299005724489689, -0.005359501577913761, 0.0005815899348817766, 0.05273887515068054, 0.052946239709854126], [0.08047988265752792, 0.010346674360334873, 0.04464169964194298, 0.03329402953386307, 0.0025234362110495567, 0.028988754376769066, 0.047839656472206116, 0.06018019840121269]], "network.2.bias": [-0.018901517614722252, -0.010667494498193264, -0.013175896368920803, -0.01363364513963461, -0.011466487310826778, -0.012541030533611774, 0.005947025027126074, -0.006535219494253397], "network.4.weight": [[0.08930354565382004, 0.03893632814288139, 0.0466761589050293, 0.02760416269302368, 0.005914303474128246, 0.020911572501063347, 0.04034338518977165, 0.05428141728043556], [0.0960814580321312, 0.04590516909956932, 0.05180429294705391, 0.021752389147877693, 0.009741573594510555, 0.016888117417693138, 0.061173584312200546, 0.054948437958955765], [0.09633556008338928, 0.09258643537759781, 0.02345711924135685, 0.02828057110309601, 0.007780577056109905, 0.005332005675882101, 0.052078019827604294, 0.04491052404046059], [0.07862565666437149, 0.0034348920453339815, 0.03019929863512516, 0.04293261095881462, 0.0009849434718489647, 0.031134547665715218, 0.06097422167658806, 0.05128693953156471], [0.09108451753854752, 0.0082763796672225, 0.04092786833643913, 0.03933120146393776, 0.00747388880699873, 0.011887704022228718, 0.05955827981233597, 0.05059879273176193], [0.09047938138246536, 0.012485713697969913, 0.044456325471401215, 0.029548857361078262, 0.0058701252564787865, -0.0014337102184072137, 0.07037179172039032, 0.029891815036535263], [0.08999864012002945, 0.032822418957948685, 0.02504918910562992, 0.02631949819624424, 0.012527006678283215, -0.010790239088237286, 0.054006751626729965, 0.042223233729600906], [0.05459504947066307, -0.00625040614977479, 0.0326240137219429, 0.026083247736096382, -0.013147282414138317, 0.014122367836534977, 0.05920783802866936, 0.038049761205911636]], "network.4.bias": [-0.007813866250216961, -0.022319938987493515, 0.013113775290548801, 0.023905010893940926, 0.024109244346618652, 0.01607975922524929, 0.03734090179204941, 0.008449968881905079], "network.6.weight": [[0.07085960358381271, 0.00664353696629405, 0.028928326442837715, 0.018488017842173576, -0.00637837965041399, 0.025209104642271996, 0.07409277558326721, 0.04219002649188042], [0.09311278909444809, 0.0012792565394192934, 0.03414479270577431, 0.008438793942332268, 0.01895231381058693, -0.008258099667727947, 0.061862751841545105, 0.02218126878142357], [0.09263463318347931, 0.011534572578966618, 0.030952217057347298, 0.011544902808964252, 0.009731407277286053, -0.011250895448029041, 0.06693132221698761, 0.0326286144554615], [0.07018349319696426, 0.01412802841514349, 0.02832322008907795, 0.021988680586218834, -0.00948007870465517, -0.004309816751629114, 0.0673920214176178, 0.024900928139686584], [0.06635694950819016, 0.0048697697930037975, 0.026476474478840828, 0.02606010250747204, -0.007300234399735928, -0.009164414368569851, 0.0671754777431488, 0.017075683921575546], [0.07115982472896576, -0.0054066055454313755, 0.029540492221713066, 0.02644352614879608, -0.005991842597723007, -0.006941261235624552, 0.05893326923251152, 0.018011081963777542], [0.06837647408246994, 0.0005934008513577282, 0.025518683716654778, 0.026836644858121872, -0.012058877386152744, -0.008909299038350582, 0.0660678818821907, 0.022692333906888962], [0.07124108821153641, 0.001979689346626401, 0.02849568985402584, 0.027711287140846252, -0.009511959739029408, -0.007496653590351343, 0.058184973895549774, 0.020665328949689865]], "network.6.bias": [0.011321921832859516, 0.005658827256411314, 0.008401294238865376, 0.0059396750293672085, 0.0036190575920045376, 0.0068638077937066555, 0.009953693486750126, 0.0033706924878060818], "network.8.weight": [[0.034819915890693665, -0.014523656107485294, 0.03163351118564606, 0.016495829448103905, -0.015422302298247814, -0.023602357134222984, 0.05907142907381058, 0.006384399253875017], [0.06740038841962814, -0.01030272338539362, 0.025471894070506096, 0.02335059829056263, -0.00681421160697937, -0.010194062255322933, 0.05831046402454376, 0.001647953293286264], [0.061623528599739075, -0.0036705106031149626, 0.023240553215146065, 0.02651168592274189, -0.01130035612732172, -0.01499916147440672, 0.04731500521302223, 0.004932214040309191], [0.051579028367996216, -0.00852124486118555, 0.020419040694832802, 0.026535212993621826, -0.009282885119318962, -0.021342923864722252, 0.04523053765296936, 0.00134913285728544], [0.05840304493904114, -0.009278045035898685, 0.0210105050355196, 0.0226698350161314, -0.004656880162656307, -0.026376480236649513, 0.06258077919483185, 0.0056413826532661915], [0.0627109557390213, -0.009719633497297764, 0.024206673726439476, 0.02346206083893776, -0.008180669508874416, -0.01446984987705946, 0.04807107523083687, -0.0018023435259237885], [0.049451254308223724, -0.014568890444934368, 0.017265798524022102, 0.017747318372130394, 0.000280110165476799, -0.029722334817051888, 0.04862464964389801, -0.0016744468593969941], [0.05495026707649231, -0.008816775865852833, 0.021785816177725792, 0.022829465568065643, -0.0033334121108055115, -0.022767076268792152, 0.034300874918699265, -0.0027935835532844067]], "network.8.bias": [-0.0020538815297186375, -0.0029458575882017612, -0.008038385771214962, -0.008865433745086193, -0.004826581571251154, -0.00929903145879507, -0.011009718291461468, -0.019548257812857628]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.583169, 0.324157, -0.128434, -0.313327, 0.354252], [0.485503, 0.050038, -0.443793, 0.336282, 0.174415], [-0.203507, -0.25561, 0.586279, -0.294179, -0.442998], [-0.049281, 0.207365, 0.380354, -0.12989, -0.639834], [-0.22611, -0.055525, 0.368883, -0.61266, 0.129888], [0.268662, -0.109094, 0.164002, 0.322567, 0.589892], [-0.299547, 0.244826, -0.037478, 0.106715, -0.198998], [0.420078, 0.189742, 0.189963, -0.233629, 0.502173]], "network.0.bias": [0.045638, -0.065513, 0.124836, 0.236053, 0.188961, 0.042574, -0.272711, -0.285009], "network.2.weight": [[0.400098, -0.107742, -0.422819, 0.177578, 0.325563, 0.052558, -0.002516, 0.55533], [0.273569, 0.315238, -0.237335, -0.360688, -0.028337, 0.275231, -0.528158, 0.48216], [0.266631, -0.257191, 0.020023, -0.1965, 0.052885, 0.052834, 0.028726, 0.039092], [-0.032454, 0.249158, -0.247905, -0.191149, -0.223281, 0.157293, -0.065837, 0.542304], [-0.544996, -0.53125, -0.091959, 0.329505, 0.179301, -0.021528, -0.335621, -0.245451], [-0.237984, 0.178175, -0.155492, 0.091398, 0.191543, -0.16397, 0.431913, -0.190996], [-0.599059, -0.132447, 0.476559, 0.078304, 0.342456, -0.000865, 0.252593, -0.126213], [-0.09481, -0.215453, 0.019014, 0.163676, -0.037313, -0.111066, 0.090758, -0.064283]], "network.2.bias": [-0.218597, 0.427122, -0.314445, 0.265278, 0.432934, -0.02472, 0.109669, 0.006172], "network.4.weight": [[0.435295, 0.526222, 0.045971, 0.414543, -0.422376, -0.279209, -0.420226, -0.30018], [0.363054, 0.197058, 0.29892, 0.244287, -0.352151, 0.215021, -0.151244, -0.075255], [0.091495, 0.403975, -0.121202, 0.15947, -0.236335, -0.341804, -0.409217, -0.09597], [-0.217988, -0.238172, -0.53463, -0.309874, 0.294766, -0.247804, 0.50536, -0.010987], [-0.141653, -0.13769, -0.072494, -0.017791, 0.138568, 0.242704, 0.031786, -0.192551], [0.005177, 0.27064, -0.250367, 0.127417, 0.00399, -0.373985, -0.281092, -0.061347], [-0.007925, -0.269784, 0.075842, 0.061854, 0.453691, 0.21442, 0.049183, 0.227719], [-0.127708, -0.17633, -0.203272, -0.111598, 0.107176, -0.182088, 0.489972, -0.140483]], "network.4.bias": [0.398614, -0.019216, 0.345737, 0.426271, -0.176553, 0.01271, -0.025905, -0.003338], "network.6.weight": [[-0.074964, -0.225413, -0.14436, 0.236132, -0.346323, -0.089264, -0.223246, 0.472], [0.376237, 0.220994, 0.509732, -0.252616, -0.254855, 0.157952, -0.336218, -0.141287], [0.202683, -0.090736, 0.160822, 0.160002, 0.414747, -0.372583, 0.00643, 0.407065], [0.036446, -0.455487, -0.24775, -0.030368, -0.357716, -0.058902, -0.198415, -0.109447], [0.495172, 0.338357, 0.208343, -0.115208, -0.193349, 0.576034, -0.215652, -0.088182], [0.523206, 0.247153, 0.0874, -0.554787, -0.363741, 0.040444, -0.320659, -0.296972], [0.075021, -0.122401, 0.306278, -0.571976, 0.043481, 0.066004, -0.312081, -0.456044], [0.524006, 0.367378, 0.201607, -0.329398, -0.271134, 0.331727, -0.136803, -0.064524]], "network.6.bias": [0.175916, 0.176713, -0.257059, -0.072624, -0.060134, 0.269219, 0.084519, 0.128181], "network.8.weight": [[-0.133185, -0.275318, -0.006092, 0.239316, -0.218702, 0.080102, -0.313703, -0.075848], [-0.332331, 0.105662, 0.209183, 0.124083, 0.480193, 0.337341, -0.088487, 0.329782], [0.417356, -0.02853, -0.130723, -0.18278, 0.21981, -0.274274, -0.035463, -0.113129], [-0.295493, 0.399546, -0.200918, 0.105533, 0.292347, 0.527236, -0.142624, 0.249735], [0.090552, 0.034988, 0.103628, 0.05396, 0.091974, -0.160408, -0.517531, -0.43883], [0.29465, 0.051266, -0.267571, -0.135239, 0.074709, 0.267257, -0.29874, 0.245711], [-0.128753, 0.367261, 0.226783, 0.114057, 0.236389, 0.326607, 0.42265, 0.286884], [0.111587, -0.181112, -0.124133, 0.30046, -0.131906, 0.121392, 0.101503, -0.354775]], "network.8.bias": [0.347666, -0.061008, -0.208787, 0.187248, 0.363012, -0.233388, 0.218885, 0.277403], "network.10.weight": [[0.225196, -0.201268, 0.320288, -0.423218, 0.148873, -0.126972, -0.477338, 0.211027]], "network.10.bias": [0.192184]}
|
{"alternating": {"accuracy": 0.8107142857142857, "precision": 0.07692307692307693, "recall": 0.15, "f1": 0.1016949152542373, "tp": 15, "fp": 180, "fn": 85, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8664285714285714, "precision": 0.27692307692307694, "recall": 0.54, "f1": 0.3661016949152543, "tp": 54, "fp": 141, "fn": 46, "tn": 1159, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8607142857142858, "precision": 0.2564102564102564, "recall": 0.5, "f1": 0.3389830508474576, "tp": 50, "fp": 145, "fn": 50, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8135714285714286, "precision": 0.08717948717948718, "recall": 0.17, "f1": 0.11525423728813558, "tp": 17, "fp": 178, "fn": 83, "tn": 1122, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.795, "precision": 0.020512820512820513, "recall": 0.04, "f1": 0.02711864406779661, "tp": 4, "fp": 191, "fn": 96, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.866, "precision": 0.32525951557093424, "recall": 0.94, "f1": 0.4832904884318765, "tp": 94, "fp": 195, "fn": 6, "tn": 1205, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7921428571428571, "precision": 0.010256410256410256, "recall": 0.02, "f1": 0.013559322033898305, "tp": 2, "fp": 193, "fn": 98, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8164285714285714, "precision": 0.09743589743589744, "recall": 0.19, "f1": 0.12881355932203392, "tp": 19, "fp": 176, "fn": 81, "tn": 1124, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8136428571428572, "macro_precision": 0.0909983903063488, "macro_recall": 0.1992857142857143, "macro_f1": 0.1241091268976764, "micro_accuracy": 0.8139086294416243, "micro_precision": 0.09879603399433427, "micro_recall": 0.1992857142857143, "micro_f1": 0.1321022727272727}}
|
{"network.0.weight": [[-0.0830187052488327, 0.024771519005298615, 0.032421279698610306, 0.1219032034277916, 0.06330948323011398], [0.00864445697516203, -0.05240341275930405, 0.034497521817684174, -0.05657374486327171, 0.024706561118364334], [0.11479497700929642, 0.051711782813072205, 0.08066658675670624, 0.027432763949036598, -0.057943567633628845], [-0.03525014594197273, 0.03155437484383583, 0.0270156841725111, 0.11111044138669968, 0.03712852671742439], [0.03679654374718666, -0.054456260055303574, 0.03352699801325798, -0.030835149809718132, 0.03175026550889015], [0.11772844195365906, 0.0114705516025424, 0.06044315919280052, 0.04427048936486244, -0.04665210098028183], [-0.055749911814928055, 0.008534755557775497, 0.023052269592881203, 0.1029655784368515, 0.026378866285085678], [0.04818440228700638, -0.00958299357444048, 0.061045754700899124, -0.03310355544090271, 0.01724548079073429]], "network.0.bias": [0.07505084574222565, 0.023954229429364204, 0.03316572308540344, 0.08025442063808441, 0.024807235226035118, 0.050298258662223816, 0.08177992701530457, 0.0111882658675313], "network.10.weight": [[0.12022437900304794, 0.04203535616397858, 0.10932222008705139, 0.03482599928975105, -0.0016263993456959724, 0.049665480852127075, -0.014691784046590328, 0.028625696897506714]], "network.10.bias": [0.029856031760573387], "network.2.weight": [[0.11892357468605042, 0.04996539652347565, 0.08398070186376572, 0.03116420842707157, -0.004905314184725285, 0.046988345682621, -0.0030217445455491543, 0.0025609624572098255], [0.11063550412654877, 0.030042387545108795, 0.06134346127510071, 0.032517243176698685, 0.020060524344444275, 0.052738580852746964, -0.026079894974827766, 0.0439099483191967], [0.11798132210969925, 0.02426772192120552, 0.047561369836330414, 0.06411344558000565, -0.04853338748216629, 0.05077385529875755, -0.02820589579641819, 0.02355462685227394], [0.12499412149190903, 0.026819732040166855, 0.05896459147334099, 0.035290807485580444, 0.0028587384149432182, 0.0627192035317421, -0.04202769324183464, 0.03168584033846855], [0.13733576238155365, 0.015789367258548737, 0.056379739195108414, 0.03266264870762825, 0.006185217760503292, 0.06232466921210289, -0.011237324215471745, 0.020548220723867416], [0.1498565822839737, 0.019485268741846085, 0.06128581240773201, 0.027457870543003082, 0.011463469825685024, 0.046415265649557114, -0.031045621261000633, 0.02067945897579193], [0.14397072792053223, 0.0259774848818779, 0.04121067747473717, 0.02846834994852543, 0.015554781071841717, 0.06543038040399551, -0.040471915155649185, 0.04549138993024826], [0.1549648940563202, 0.012639499269425869, 0.05459217727184296, 0.010578959248960018, 0.015078016556799412, 0.05564441904425621, -0.0333351232111454, 0.018168864771723747]], "network.2.bias": [0.028731971979141235, 0.02701668255031109, 0.021549418568611145, 0.03457174822688103, 0.009906482882797718, 0.031829629093408585, 0.0425080731511116, 0.039783962070941925], "network.4.weight": [[0.14586639404296875, 0.032775312662124634, 0.0448249951004982, 0.006928150542080402, 0.03843099996447563, 0.0644407570362091, -0.02820396237075329, 0.024544456973671913], [0.14479774236679077, 0.05060477927327156, 0.04123428836464882, 0.020157771185040474, 0.032596684992313385, 0.06996624916791916, -0.034249238669872284, 0.021846167743206024], [0.13668400049209595, 0.05862332507967949, 0.04081922397017479, 0.012150568887591362, 0.026478774845600128, 0.07180114090442657, -0.046402622014284134, 0.03185948356986046], [0.13659334182739258, 0.05671817809343338, 0.0568409264087677, 0.008020344190299511, 0.03254355490207672, 0.05887171998620033, -0.049848224967718124, 0.04589739441871643], [0.13975322246551514, 0.0504489429295063, 0.0657547116279602, 0.006895598955452442, 0.03561743348836899, 0.044816359877586365, -0.05987615883350372, 0.03691410645842552], [0.1441759169101715, 0.07032383233308792, 0.05691016837954521, 0.009188513271510601, 0.03035251423716545, 0.04762912541627884, -0.05790447071194649, 0.03158749267458916], [0.1498187631368637, 0.071436308324337, 0.06173844262957573, 0.007951549254357815, 0.02879256010055542, 0.03892025351524353, -0.021426675841212273, 0.04385445639491081], [0.14841559529304504, 0.06979996711015701, 0.04952290281653404, 0.00749856885522604, 0.03583254665136337, 0.0687224492430687, -0.028339898213744164, 0.047231804579496384]], "network.4.bias": [0.03323853015899658, 0.040953006595373154, 0.044934384524822235, 0.04599308222532272, 0.05043628439307213, 0.04715488478541374, 0.05060143396258354, 0.04155945032835007], "network.6.weight": [[0.1515992283821106, 0.08714479953050613, 0.05334576591849327, 0.007980544120073318, 0.04062262922525406, 0.05977189913392067, -0.03591223433613777, 0.04050099477171898], [0.15272384881973267, 0.08279243111610413, 0.06212391331791878, 0.007448968477547169, 0.04281551390886307, 0.05605112388730049, -0.030418014153838158, 0.045498620718717575], [0.1525552123785019, 0.1261637955904007, 0.04014793410897255, 0.01743287779390812, 0.037891872227191925, 0.05145392194390297, -0.03228553384542465, 0.040670886635780334], [0.15310922265052795, 0.06548676639795303, 0.05080793425440788, 0.017575552687048912, 0.037795066833496094, 0.08478231728076935, -0.02159196324646473, 0.04661288857460022], [0.15702861547470093, 0.06346863508224487, 0.06287217885255814, 0.018728531897068024, 0.03765614330768585, 0.07025831937789917, -0.019016308709979057, 0.04908977821469307], [0.1515977829694748, 0.06192727014422417, 0.06751342117786407, 0.015105325728654861, 0.03531717509031296, 0.0596589557826519, -0.01524390745908022, 0.03088550642132759], [0.15257011353969574, 0.0799209401011467, 0.05716586112976074, 0.012639650143682957, 0.038980741053819656, 0.052762310951948166, -0.021920761093497276, 0.04985739663243294], [0.14585676789283752, 0.05728883296251297, 0.054395891726017, 0.003817855380475521, 0.030633676797151566, 0.06835336238145828, -0.026226310059428215, 0.045997168868780136]], "network.6.bias": [0.044911060482263565, 0.03145888075232506, 0.04069158434867859, 0.05047512426972389, 0.0525432787835598, 0.046778708696365356, 0.05041196197271347, 0.03257560729980469], "network.8.weight": [[0.150181844830513, 0.07137999683618546, 0.05522247776389122, 0.0023936117067933083, 0.03762585669755936, 0.08320724219083786, 0.004939871374517679, 0.04789597913622856], [0.15695145726203918, 0.0629296526312828, 0.06343191862106323, 0.009464389644563198, 0.051160141825675964, 0.058274123817682266, -0.007896636612713337, 0.03294267877936363], [0.15538114309310913, 0.07117196172475815, 0.06478909403085709, 0.019904503598809242, 0.043863773345947266, 0.05659131333231926, -0.029351776465773582, 0.04061764478683472], [0.14575178921222687, 0.07876195758581161, 0.06000922620296478, 0.007600533775985241, 0.030115675181150436, 0.05310438573360443, -0.027620723471045494, 0.03567567095160484], [0.14508701860904694, 0.07559697329998016, 0.062253858894109726, 0.012036504223942757, 0.03186335042119026, 0.05121628940105438, -0.023967666551470757, 0.0310884527862072], [0.14504119753837585, 0.07148975878953934, 0.06688585877418518, 0.014133626595139503, 0.03165598213672638, 0.05611710995435715, -0.03157767280936241, 0.031032629311084747], [0.14800509810447693, 0.07592491805553436, 0.06135768070816994, 0.012899237684905529, 0.02771277353167534, 0.052927471697330475, -0.027802584692835808, 0.034042973071336746], [0.1475886106491089, 0.07834400981664658, 0.0626150444149971, 0.011678974144160748, 0.028768647462129593, 0.0536210760474205, -0.03937714919447899, 0.03723600506782532]], "network.8.bias": [0.0376398004591465, 0.033444471657276154, 0.04232814535498619, 0.037761181592941284, 0.038885556161403656, 0.04091858118772507, 0.04373473301529884, 0.03725559636950493]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.583169, 0.324157, -0.128434, -0.313327, 0.354252], [0.485503, 0.050038, -0.443793, 0.336282, 0.174415], [-0.203507, -0.25561, 0.586279, -0.294179, -0.442998], [-0.049281, 0.207365, 0.380354, -0.12989, -0.639834], [-0.22611, -0.055525, 0.368883, -0.61266, 0.129888], [0.268662, -0.109094, 0.164002, 0.322567, 0.589892], [-0.299547, 0.244826, -0.037478, 0.106715, -0.198998], [0.420078, 0.189742, 0.189963, -0.233629, 0.502173]], "network.0.bias": [0.045638, -0.065513, 0.124836, 0.236053, 0.188961, 0.042574, -0.272711, -0.285009], "network.2.weight": [[0.400098, -0.107742, -0.422819, 0.177578, 0.325563, 0.052558, -0.002516, 0.55533], [0.273569, 0.315238, -0.237335, -0.360688, -0.028337, 0.275231, -0.528158, 0.48216], [0.266631, -0.257191, 0.020023, -0.1965, 0.052885, 0.052834, 0.028726, 0.039092], [-0.032454, 0.249158, -0.247905, -0.191149, -0.223281, 0.157293, -0.065837, 0.542304], [-0.544996, -0.53125, -0.091959, 0.329505, 0.179301, -0.021528, -0.335621, -0.245451], [-0.237984, 0.178175, -0.155492, 0.091398, 0.191543, -0.16397, 0.431913, -0.190996], [-0.599059, -0.132447, 0.476559, 0.078304, 0.342456, -0.000865, 0.252593, -0.126213], [-0.09481, -0.215453, 0.019014, 0.163676, -0.037313, -0.111066, 0.090758, -0.064283]], "network.2.bias": [-0.218597, 0.427122, -0.314445, 0.265278, 0.432934, -0.02472, 0.109669, 0.006172], "network.4.weight": [[0.435295, 0.526222, 0.045971, 0.414543, -0.422376, -0.279209, -0.420226, -0.30018], [0.363054, 0.197058, 0.29892, 0.244287, -0.352151, 0.215021, -0.151244, -0.075255], [0.091495, 0.403975, -0.121202, 0.15947, -0.236335, -0.341804, -0.409217, -0.09597], [-0.217988, -0.238172, -0.53463, -0.309874, 0.294766, -0.247804, 0.50536, -0.010987], [-0.141653, -0.13769, -0.072494, -0.017791, 0.138568, 0.242704, 0.031786, -0.192551], [0.005177, 0.27064, -0.250367, 0.127417, 0.00399, -0.373985, -0.281092, -0.061347], [-0.007925, -0.269784, 0.075842, 0.061854, 0.453691, 0.21442, 0.049183, 0.227719], [-0.127708, -0.17633, -0.203272, -0.111598, 0.107176, -0.182088, 0.489972, -0.140483]], "network.4.bias": [0.398614, -0.019216, 0.345737, 0.426271, -0.176553, 0.01271, -0.025905, -0.003338], "network.6.weight": [[-0.074964, -0.225413, -0.14436, 0.236132, -0.346323, -0.089264, -0.223246, 0.472], [0.376237, 0.220994, 0.509732, -0.252616, -0.254855, 0.157952, -0.336218, -0.141287], [0.202683, -0.090736, 0.160822, 0.160002, 0.414747, -0.372583, 0.00643, 0.407065], [0.036446, -0.455487, -0.24775, -0.030368, -0.357716, -0.058902, -0.198415, -0.109447], [0.495172, 0.338357, 0.208343, -0.115208, -0.193349, 0.576034, -0.215652, -0.088182], [0.523206, 0.247153, 0.0874, -0.554787, -0.363741, 0.040444, -0.320659, -0.296972], [0.075021, -0.122401, 0.306278, -0.571976, 0.043481, 0.066004, -0.312081, -0.456044], [0.524006, 0.367378, 0.201607, -0.329398, -0.271134, 0.331727, -0.136803, -0.064524]], "network.6.bias": [0.175916, 0.176713, -0.257059, -0.072624, -0.060134, 0.269219, 0.084519, 0.128181], "network.8.weight": [[-0.133185, -0.275318, -0.006092, 0.239316, -0.218702, 0.080102, -0.313703, -0.075848], [-0.332331, 0.105662, 0.209183, 0.124083, 0.480193, 0.337341, -0.088487, 0.329782], [0.417356, -0.02853, -0.130723, -0.18278, 0.21981, -0.274274, -0.035463, -0.113129], [-0.295493, 0.399546, -0.200918, 0.105533, 0.292347, 0.527236, -0.142624, 0.249735], [0.090552, 0.034988, 0.103628, 0.05396, 0.091974, -0.160408, -0.517531, -0.43883], [0.29465, 0.051266, -0.267571, -0.135239, 0.074709, 0.267257, -0.29874, 0.245711], [-0.128753, 0.367261, 0.226783, 0.114057, 0.236389, 0.326607, 0.42265, 0.286884], [0.111587, -0.181112, -0.124133, 0.30046, -0.131906, 0.121392, 0.101503, -0.354775]], "network.8.bias": [0.347666, -0.061008, -0.208787, 0.187248, 0.363012, -0.233388, 0.218885, 0.277403], "network.10.weight": [[0.225196, -0.201268, 0.320288, -0.423218, 0.148873, -0.126972, -0.477338, 0.211027]], "network.10.bias": [0.192184]}
|
{"alternating": {"accuracy": 0.8107142857142857, "precision": 0.07692307692307693, "recall": 0.15, "f1": 0.1016949152542373, "tp": 15, "fp": 180, "fn": 85, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8664285714285714, "precision": 0.27692307692307694, "recall": 0.54, "f1": 0.3661016949152543, "tp": 54, "fp": 141, "fn": 46, "tn": 1159, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8607142857142858, "precision": 0.2564102564102564, "recall": 0.5, "f1": 0.3389830508474576, "tp": 50, "fp": 145, "fn": 50, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8135714285714286, "precision": 0.08717948717948718, "recall": 0.17, "f1": 0.11525423728813558, "tp": 17, "fp": 178, "fn": 83, "tn": 1122, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.795, "precision": 0.020512820512820513, "recall": 0.04, "f1": 0.02711864406779661, "tp": 4, "fp": 191, "fn": 96, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.866, "precision": 0.32525951557093424, "recall": 0.94, "f1": 0.4832904884318765, "tp": 94, "fp": 195, "fn": 6, "tn": 1205, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7921428571428571, "precision": 0.010256410256410256, "recall": 0.02, "f1": 0.013559322033898305, "tp": 2, "fp": 193, "fn": 98, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8164285714285714, "precision": 0.09743589743589744, "recall": 0.19, "f1": 0.12881355932203392, "tp": 19, "fp": 176, "fn": 81, "tn": 1124, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8136428571428572, "macro_precision": 0.0909983903063488, "macro_recall": 0.1992857142857143, "macro_f1": 0.1241091268976764, "micro_accuracy": 0.8139086294416243, "micro_precision": 0.09879603399433427, "micro_recall": 0.1992857142857143, "micro_f1": 0.1321022727272727}}
|
{"network.0.weight": [[0.12726199626922607, 0.16647803783416748, 0.061575282365083694, 0.1422378122806549, -0.01353271771222353], [-0.01590770110487938, -0.04162021726369858, 0.0029079741798341274, 0.13217522203922272, 0.1586669385433197], [0.1702154278755188, -0.024789776653051376, 0.03630368784070015, 0.004201150499284267, -0.055998485535383224], [0.1271805614233017, 0.15197014808654785, 0.058783385902643204, 0.22562643885612488, -0.03330462425947189], [0.007609154097735882, -0.055716779083013535, 0.02188667468726635, 0.12256255745887756, 0.13884353637695312], [0.21904811263084412, -0.04396757856011391, 0.026299798861145973, 0.021360306069254875, -0.06382948905229568], [0.1269809901714325, 0.10545352101325989, 0.027613045647740364, 0.28737783432006836, -0.03813594952225685], [0.027929166331887245, -0.012247373349964619, 0.09026413410902023, 0.07315896451473236, 0.1142406016588211]], "network.0.bias": [0.0225104708224535, 0.05465400218963623, 0.010411729104816914, 0.03722093626856804, 0.0520462729036808, 0.054726552218198776, 0.04618432745337486, 0.020952163264155388], "network.10.weight": [[0.3977121114730835, -0.00400193827226758, 0.07563431560993195, -0.03138284757733345, -0.00033076200634241104, 0.0835881307721138, 0.054054565727710724, 0.12141289561986923]], "network.10.bias": [0.051295965909957886], "network.2.weight": [[0.39432668685913086, 0.01015560608357191, 0.055107880383729935, -0.04022526368498802, -0.0174277164041996, 0.08244894444942474, 0.029152346774935722, 0.08304339647293091], [0.36547917127609253, 0.010104852728545666, 0.044889576733112335, -0.03484528139233589, 0.001264709047973156, 0.08533567935228348, 0.0256290752440691, 0.13794365525245667], [0.3602467179298401, 0.01920381933450699, 0.04053642228245735, -0.03291889652609825, -0.07785189896821976, 0.08973044902086258, 0.00496709207072854, 0.10835200548171997], [0.37726539373397827, 0.02460641786456108, 0.05207158252596855, -0.0398738868534565, -0.016615502536296844, 0.08975347131490707, -0.0021953373216092587, 0.12041574716567993], [0.37873589992523193, 0.02124251052737236, 0.053996726870536804, -0.038801223039627075, -0.0038851136341691017, 0.08297201991081238, 0.017101148143410683, 0.1015091985464096], [0.3589862287044525, 0.034810662269592285, 0.051141537725925446, -0.03232644125819206, 0.005601442418992519, 0.04001396894454956, -0.006177709903568029, 0.100079745054245], [0.3479210138320923, 0.046308036893606186, 0.047021280974149704, -0.017507614567875862, 0.016651559621095657, 0.0504036508500576, -0.016433900222182274, 0.12862317264080048], [0.32573434710502625, 0.03698592260479927, 0.06428660452365875, -0.02992030791938305, 0.01648729294538498, 0.033383630216121674, -0.022722044959664345, 0.08322781324386597]], "network.2.bias": [0.054108183830976486, 0.039824340492486954, 0.03528087958693504, 0.03754924610257149, 0.0314580537378788, 0.049329668283462524, 0.052252769470214844, 0.05489493906497955], "network.4.weight": [[0.3237425684928894, 0.05601256340742111, 0.05881192907691002, -0.028549689799547195, 0.04599189758300781, 0.03952838107943535, -0.03140227869153023, 0.10265874862670898], [0.3000603914260864, 0.08074847608804703, 0.05146064981818199, -0.009417700581252575, 0.03688482567667961, 0.04140942916274071, -0.046839047223329544, 0.08885735273361206], [0.28755486011505127, 0.0891767218708992, 0.05588126555085182, -0.011144365184009075, 0.03540774807333946, 0.032586436718702316, -0.04761330038309097, 0.09966994822025299], [0.3010095953941345, 0.09737669676542282, 0.0746464878320694, -0.021260302513837814, 0.04932009428739548, 0.021602608263492584, -0.0425720289349556, 0.11710227280855179], [0.3014114499092102, 0.10401961952447891, 0.08388708531856537, -0.027775609865784645, 0.05730289965867996, 0.008480865508317947, -0.06221052259206772, 0.10043776035308838], [0.30104532837867737, 0.13294807076454163, 0.07955120503902435, -0.017928143963217735, 0.05453982204198837, 0.0005570556386373937, -0.06008115038275719, 0.08827237784862518], [0.2978196442127228, 0.1451210379600525, 0.0893111526966095, -0.01961435005068779, 0.05281547084450722, -0.0096357436850667, -0.019186733290553093, 0.10734322667121887], [0.2904059588909149, 0.12234362214803696, 0.0626356452703476, -0.020241936668753624, 0.05344822630286217, 0.031216679140925407, -0.020319713279604912, 0.10801775753498077]], "network.4.bias": [0.0622817762196064, 0.07376483082771301, 0.060931865125894547, 0.04860011488199234, 0.054576363414525986, 0.0445379801094532, 0.06859906017780304, 0.048061419278383255], "network.6.weight": [[0.29345107078552246, 0.15174837410449982, 0.06860566139221191, -0.023534676060080528, 0.06626621633768082, 0.01887132041156292, -0.02794068120419979, 0.10188353061676025], [0.30194664001464844, 0.15568068623542786, 0.08142409473657608, -0.029067019000649452, 0.06988479197025299, 0.013946847058832645, -0.02579272724688053, 0.09716449677944183], [0.2871132791042328, 0.21343755722045898, 0.059733908623456955, -0.012027299962937832, 0.06463945657014847, 0.0023575895465910435, -0.03645593672990799, 0.09565849602222443], [0.2865154445171356, 0.1176297590136528, 0.06908434629440308, -0.01208775956183672, 0.053163398057222366, 0.059945136308670044, -0.013626557774841785, 0.09674721956253052], [0.28573405742645264, 0.11061254143714905, 0.08074978739023209, -0.009345787577331066, 0.05947720259428024, 0.04603397473692894, -0.0017739062895998359, 0.09892208129167557], [0.28416746854782104, 0.1138010323047638, 0.08388957381248474, -0.018485505133867264, 0.06380897015333176, 0.03362768888473511, -0.005081129726022482, 0.07542737573385239], [0.2814446687698364, 0.13645410537719727, 0.07517640292644501, -0.016796227544546127, 0.0710846483707428, 0.017243457958102226, 0.005513111595064402, 0.1074363961815834], [0.280586838722229, 0.0861046090722084, 0.07077901065349579, -0.03589171543717384, 0.04612681269645691, 0.04615071788430214, 0.0040468149818480015, 0.10923635959625244]], "network.6.bias": [0.04173877462744713, 0.027967223897576332, 0.05144418776035309, 0.05477819964289665, 0.04697251692414284, 0.04529467970132828, 0.062777079641819, 0.03667300567030907], "network.8.weight": [[0.28039461374282837, 0.09852474182844162, 0.07490149140357971, -0.03858567774295807, 0.049326613545417786, 0.0668845921754837, 0.05208166316151619, 0.10940276831388474], [0.26970264315605164, 0.08675459772348404, 0.07970313727855682, -0.024982092902064323, 0.06110963970422745, 0.03991101682186127, 0.04276325926184654, 0.08723552525043488], [0.26710787415504456, 0.09492805600166321, 0.08574669063091278, -0.009034057147800922, 0.059209100902080536, 0.03480860963463783, -0.015041601844131947, 0.08849287033081055], [0.2855805456638336, 0.12799610197544098, 0.08175068348646164, -0.02777792327105999, 0.061001986265182495, 0.014243083074688911, -0.007593249436467886, 0.07899163663387299], [0.28603506088256836, 0.11929802596569061, 0.08067724853754044, -0.023444021120667458, 0.06430413573980331, 0.011634211987257004, -0.003605147358030081, 0.07180532813072205], [0.2809530198574066, 0.11033203452825546, 0.08275964856147766, -0.01865455135703087, 0.06383807212114334, 0.015452288091182709, -0.011159871704876423, 0.07253273576498032], [0.2872694134712219, 0.11636457592248917, 0.07927155494689941, -0.020382046699523926, 0.060661133378744125, 0.013438152149319649, -0.012047958560287952, 0.07459660619497299], [0.28889045119285583, 0.12109233438968658, 0.08307784050703049, -0.022624285891652107, 0.06122276559472084, 0.011843241751194, -0.020131630823016167, 0.08018716424703598]], "network.8.bias": [0.04169553890824318, 0.03316033259034157, 0.04501348361372948, 0.044378604739904404, 0.04841896891593933, 0.047898970544338226, 0.05192350596189499, 0.04895767569541931]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.583169, 0.324157, -0.128434, -0.313327, 0.354252], [0.485503, 0.050038, -0.443793, 0.336282, 0.174415], [-0.203507, -0.25561, 0.586279, -0.294179, -0.442998], [-0.049281, 0.207365, 0.380354, -0.12989, -0.639834], [-0.22611, -0.055525, 0.368883, -0.61266, 0.129888], [0.268662, -0.109094, 0.164002, 0.322567, 0.589892], [-0.299547, 0.244826, -0.037478, 0.106715, -0.198998], [0.420078, 0.189742, 0.189963, -0.233629, 0.502173]], "network.0.bias": [0.045638, -0.065513, 0.124836, 0.236053, 0.188961, 0.042574, -0.272711, -0.285009], "network.2.weight": [[0.400098, -0.107742, -0.422819, 0.177578, 0.325563, 0.052558, -0.002516, 0.55533], [0.273569, 0.315238, -0.237335, -0.360688, -0.028337, 0.275231, -0.528158, 0.48216], [0.266631, -0.257191, 0.020023, -0.1965, 0.052885, 0.052834, 0.028726, 0.039092], [-0.032454, 0.249158, -0.247905, -0.191149, -0.223281, 0.157293, -0.065837, 0.542304], [-0.544996, -0.53125, -0.091959, 0.329505, 0.179301, -0.021528, -0.335621, -0.245451], [-0.237984, 0.178175, -0.155492, 0.091398, 0.191543, -0.16397, 0.431913, -0.190996], [-0.599059, -0.132447, 0.476559, 0.078304, 0.342456, -0.000865, 0.252593, -0.126213], [-0.09481, -0.215453, 0.019014, 0.163676, -0.037313, -0.111066, 0.090758, -0.064283]], "network.2.bias": [-0.218597, 0.427122, -0.314445, 0.265278, 0.432934, -0.02472, 0.109669, 0.006172], "network.4.weight": [[0.435295, 0.526222, 0.045971, 0.414543, -0.422376, -0.279209, -0.420226, -0.30018], [0.363054, 0.197058, 0.29892, 0.244287, -0.352151, 0.215021, -0.151244, -0.075255], [0.091495, 0.403975, -0.121202, 0.15947, -0.236335, -0.341804, -0.409217, -0.09597], [-0.217988, -0.238172, -0.53463, -0.309874, 0.294766, -0.247804, 0.50536, -0.010987], [-0.141653, -0.13769, -0.072494, -0.017791, 0.138568, 0.242704, 0.031786, -0.192551], [0.005177, 0.27064, -0.250367, 0.127417, 0.00399, -0.373985, -0.281092, -0.061347], [-0.007925, -0.269784, 0.075842, 0.061854, 0.453691, 0.21442, 0.049183, 0.227719], [-0.127708, -0.17633, -0.203272, -0.111598, 0.107176, -0.182088, 0.489972, -0.140483]], "network.4.bias": [0.398614, -0.019216, 0.345737, 0.426271, -0.176553, 0.01271, -0.025905, -0.003338], "network.6.weight": [[-0.074964, -0.225413, -0.14436, 0.236132, -0.346323, -0.089264, -0.223246, 0.472], [0.376237, 0.220994, 0.509732, -0.252616, -0.254855, 0.157952, -0.336218, -0.141287], [0.202683, -0.090736, 0.160822, 0.160002, 0.414747, -0.372583, 0.00643, 0.407065], [0.036446, -0.455487, -0.24775, -0.030368, -0.357716, -0.058902, -0.198415, -0.109447], [0.495172, 0.338357, 0.208343, -0.115208, -0.193349, 0.576034, -0.215652, -0.088182], [0.523206, 0.247153, 0.0874, -0.554787, -0.363741, 0.040444, -0.320659, -0.296972], [0.075021, -0.122401, 0.306278, -0.571976, 0.043481, 0.066004, -0.312081, -0.456044], [0.524006, 0.367378, 0.201607, -0.329398, -0.271134, 0.331727, -0.136803, -0.064524]], "network.6.bias": [0.175916, 0.176713, -0.257059, -0.072624, -0.060134, 0.269219, 0.084519, 0.128181], "network.8.weight": [[-0.133185, -0.275318, -0.006092, 0.239316, -0.218702, 0.080102, -0.313703, -0.075848], [-0.332331, 0.105662, 0.209183, 0.124083, 0.480193, 0.337341, -0.088487, 0.329782], [0.417356, -0.02853, -0.130723, -0.18278, 0.21981, -0.274274, -0.035463, -0.113129], [-0.295493, 0.399546, -0.200918, 0.105533, 0.292347, 0.527236, -0.142624, 0.249735], [0.090552, 0.034988, 0.103628, 0.05396, 0.091974, -0.160408, -0.517531, -0.43883], [0.29465, 0.051266, -0.267571, -0.135239, 0.074709, 0.267257, -0.29874, 0.245711], [-0.128753, 0.367261, 0.226783, 0.114057, 0.236389, 0.326607, 0.42265, 0.286884], [0.111587, -0.181112, -0.124133, 0.30046, -0.131906, 0.121392, 0.101503, -0.354775]], "network.8.bias": [0.347666, -0.061008, -0.208787, 0.187248, 0.363012, -0.233388, 0.218885, 0.277403], "network.10.weight": [[0.225196, -0.201268, 0.320288, -0.423218, 0.148873, -0.126972, -0.477338, 0.211027]], "network.10.bias": [0.192184]}
|
{"alternating": {"accuracy": 0.8107142857142857, "precision": 0.07692307692307693, "recall": 0.15, "f1": 0.1016949152542373, "tp": 15, "fp": 180, "fn": 85, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8664285714285714, "precision": 0.27692307692307694, "recall": 0.54, "f1": 0.3661016949152543, "tp": 54, "fp": 141, "fn": 46, "tn": 1159, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8607142857142858, "precision": 0.2564102564102564, "recall": 0.5, "f1": 0.3389830508474576, "tp": 50, "fp": 145, "fn": 50, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8135714285714286, "precision": 0.08717948717948718, "recall": 0.17, "f1": 0.11525423728813558, "tp": 17, "fp": 178, "fn": 83, "tn": 1122, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.795, "precision": 0.020512820512820513, "recall": 0.04, "f1": 0.02711864406779661, "tp": 4, "fp": 191, "fn": 96, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.866, "precision": 0.32525951557093424, "recall": 0.94, "f1": 0.4832904884318765, "tp": 94, "fp": 195, "fn": 6, "tn": 1205, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7921428571428571, "precision": 0.010256410256410256, "recall": 0.02, "f1": 0.013559322033898305, "tp": 2, "fp": 193, "fn": 98, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8164285714285714, "precision": 0.09743589743589744, "recall": 0.19, "f1": 0.12881355932203392, "tp": 19, "fp": 176, "fn": 81, "tn": 1124, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8136428571428572, "macro_precision": 0.0909983903063488, "macro_recall": 0.1992857142857143, "macro_f1": 0.1241091268976764, "micro_accuracy": 0.8139086294416243, "micro_precision": 0.09879603399433427, "micro_recall": 0.1992857142857143, "micro_f1": 0.1321022727272727}}
|
{"network.0.weight": [[-2.1259664208628237e-05, 0.023259025067090988, 0.05966026708483696, 0.15451355278491974, 0.07301446795463562], [-0.01812051422894001, -0.0688147321343422, 0.02585839480161667, 0.04007892683148384, 0.03154819458723068], [0.14510178565979004, 0.056762389838695526, 0.07854720205068588, -0.006917028687894344, -0.07134666293859482], [0.06758065521717072, 0.04299319162964821, 0.04927588999271393, 0.14390334486961365, 0.03944675624370575], [-0.002512495033442974, -0.0660390630364418, 0.043116241693496704, 0.07266794145107269, 0.0396198034286499], [0.14963464438915253, 0.01652570068836212, 0.055507924407720566, 0.006378731690347195, -0.05200562626123428], [0.04443620145320892, 0.03010213002562523, 0.029463551938533783, 0.15100136399269104, 0.030021032318472862], [0.00257160235196352, -0.009246514178812504, 0.0838007926940918, 0.06540047377347946, 0.04276244714856148]], "network.0.bias": [0.077140212059021, 0.04873403534293175, 0.034079983830451965, 0.07550065219402313, 0.041593026369810104, 0.06135167181491852, 0.07564819604158401, 0.02472003363072872], "network.10.weight": [[0.16754798591136932, 0.04172416031360626, 0.10418964922428131, -0.005609841085970402, -0.012168877758085728, 0.07908729463815689, 0.07840561121702194, 0.049029771238565445]], "network.10.bias": [0.04612511023879051], "network.2.weight": [[0.16570205986499786, 0.05007324740290642, 0.07988200336694717, -0.00596094224601984, -0.01705961674451828, 0.0807027742266655, 0.0830865353345871, 0.018651867285370827], [0.15596044063568115, 0.03288508951663971, 0.05872458964586258, 0.0020492542535066605, 0.010552923195064068, 0.0863090232014656, 0.06022828072309494, 0.058825161308050156], [0.16270747780799866, 0.036131005734205246, 0.05141706019639969, 0.02299480326473713, -0.04922517016530037, 0.08631188422441483, 0.051703181117773056, 0.041471462696790695], [0.16798898577690125, 0.04030798748135567, 0.061416395008563995, -0.00047556881327182055, 3.730040043592453e-05, 0.09783736616373062, 0.03325144574046135, 0.053559135645627975], [0.1808253824710846, 0.036713335663080215, 0.06381005048751831, -0.007018060423433781, 0.009617368690669537, 0.09677489846944809, 0.054110296070575714, 0.03879259154200554], [0.17940659821033478, 0.039792075753211975, 0.06838469207286835, -0.006687288172543049, 0.015750929713249207, 0.07162738591432571, 0.033141378313302994, 0.04454449191689491], [0.1765318214893341, 0.04869656264781952, 0.054219942539930344, -0.005374846048653126, 0.02334589511156082, 0.08541727811098099, 0.02138293720781803, 0.0684821605682373], [0.1846589744091034, 0.0372072197496891, 0.07377529889345169, -0.023097233846783638, 0.020695924758911133, 0.07750340551137924, 0.020099418237805367, 0.03981273993849754]], "network.2.bias": [0.04187459126114845, 0.041843611747026443, 0.03338409960269928, 0.044495318084955215, 0.02789277210831642, 0.04449326917529106, 0.058859553188085556, 0.0528939887881279], "network.4.weight": [[0.18235115706920624, 0.06397605687379837, 0.0670686885714531, -0.026566455140709877, 0.041166678071022034, 0.0825936496257782, 0.014422747306525707, 0.05345802754163742], [0.17258554697036743, 0.08347863703966141, 0.05908429995179176, -0.010293773375451565, 0.033355891704559326, 0.09193568676710129, 0.006009797099977732, 0.04546564444899559], [0.1649245321750641, 0.0910448506474495, 0.06226964667439461, -0.013641328550875187, 0.03097614273428917, 0.08937076479196548, -0.0019292061915621161, 0.05740915611386299], [0.16273289918899536, 0.08635597676038742, 0.08157182484865189, -0.022225575521588326, 0.042626310139894485, 0.07350145280361176, -0.0052108741365373135, 0.07189761102199554], [0.16370446979999542, 0.07744034379720688, 0.09321418404579163, -0.02578755095601082, 0.04884432256221771, 0.057114701718091965, -0.015102517791092396, 0.0632215216755867], [0.1644994169473648, 0.0975482165813446, 0.08452711999416351, -0.01970059983432293, 0.04461309313774109, 0.05757230892777443, -0.014391844160854816, 0.05745059624314308], [0.16959287226200104, 0.09723954647779465, 0.08825517445802689, -0.02323744259774685, 0.04444148391485214, 0.04939860478043556, 0.007222386542707682, 0.06551206111907959], [0.15415647625923157, 0.09625119715929031, 0.07427480816841125, -0.018800387158989906, 0.05046875774860382, 0.07437999546527863, 0.0022199698723852634, 0.06765051931142807]], "network.4.bias": [0.05151290073990822, 0.056427404284477234, 0.056604545563459396, 0.05567717179656029, 0.0577610544860363, 0.05231103673577309, 0.06499077379703522, 0.053505077958106995], "network.6.weight": [[0.15337954461574554, 0.11294872313737869, 0.07989917695522308, -0.019878726452589035, 0.05819792300462723, 0.06275618821382523, -0.005662356968969107, 0.06332530826330185], [0.15546917915344238, 0.10831301659345627, 0.09034853428602219, -0.022316599264740944, 0.06000612676143646, 0.058048661798238754, 0.002758386079221964, 0.06473996490240097], [0.14690880477428436, 0.14976851642131805, 0.06945575773715973, -0.009784077294170856, 0.05411539599299431, 0.05451853200793266, -0.0012938132276758552, 0.059120770543813705], [0.14272509515285492, 0.09099679440259933, 0.07340927422046661, -0.005346154794096947, 0.054010093212127686, 0.08942579478025436, 0.008481237106025219, 0.06670057773590088], [0.1397157460451126, 0.08652036637067795, 0.08140043914318085, -0.0031837625429034233, 0.057227082550525665, 0.07657713443040848, 0.009312736801803112, 0.06910412013530731], [0.1325501799583435, 0.08288217335939407, 0.08588418364524841, -0.00817912444472313, 0.05644731596112251, 0.06560611724853516, 0.01736045815050602, 0.05240485444664955], [0.13184720277786255, 0.09952277690172195, 0.07609852403402328, -0.009427521377801895, 0.0612456314265728, 0.057453133165836334, 0.012392017059028149, 0.07049956172704697], [0.1270437091588974, 0.08072911947965622, 0.06846608966588974, -0.024037325754761696, 0.054156869649887085, 0.06884974986314774, 0.0070672654546797276, 0.07210879027843475]], "network.6.bias": [0.054951440542936325, 0.03828702121973038, 0.04747387021780014, 0.05442739278078079, 0.057113949209451675, 0.04964244365692139, 0.057038962841033936, 0.03537808731198311], "network.8.weight": [[0.13122859597206116, 0.09490548074245453, 0.07124704867601395, -0.02673393301665783, 0.056549251079559326, 0.08603934943675995, 0.041838932782411575, 0.07211156189441681], [0.13972848653793335, 0.08650963753461838, 0.07423050701618195, -0.016742633655667305, 0.06929950416088104, 0.0663975402712822, 0.028011271730065346, 0.0581921823322773], [0.13731586933135986, 0.09379985928535461, 0.08183226734399796, -0.0039930203929543495, 0.05904819071292877, 0.06677120178937912, -4.779304435942322e-05, 0.06618048250675201], [0.13241875171661377, 0.10079937428236008, 0.07677862048149109, -0.018806321546435356, 0.05419040471315384, 0.053209688514471054, 0.002358021680265665, 0.06209220364689827], [0.13213051855564117, 0.09783729910850525, 0.07700975239276886, -0.014118416234850883, 0.056213777512311935, 0.05145002529025078, 0.00479735666885972, 0.05819542333483696], [0.1365189105272293, 0.09422839432954788, 0.07883550226688385, -0.01092116441577673, 0.054484158754348755, 0.05766773596405983, -0.003920008894056082, 0.057974785566329956], [0.13755495846271515, 0.09889236837625504, 0.07576233148574829, -0.012666095979511738, 0.050993289798498154, 0.054171543568372726, 0.0014117459068074822, 0.06077687069773674], [0.13850846886634827, 0.10103126615285873, 0.07715005427598953, -0.01428092923015356, 0.052674222737550735, 0.05493483319878578, -0.00901187676936388, 0.06410889327526093]], "network.8.bias": [0.04161212965846062, 0.03316273167729378, 0.048184994608163834, 0.044077079743146896, 0.04650863632559776, 0.047591425478458405, 0.05002334341406822, 0.04260764643549919]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.583169, 0.324157, -0.128434, -0.313327, 0.354252], [0.485503, 0.050038, -0.443793, 0.336282, 0.174415], [-0.203507, -0.25561, 0.586279, -0.294179, -0.442998], [-0.049281, 0.207365, 0.380354, -0.12989, -0.639834], [-0.22611, -0.055525, 0.368883, -0.61266, 0.129888], [0.268662, -0.109094, 0.164002, 0.322567, 0.589892], [-0.299547, 0.244826, -0.037478, 0.106715, -0.198998], [0.420078, 0.189742, 0.189963, -0.233629, 0.502173]], "network.0.bias": [0.045638, -0.065513, 0.124836, 0.236053, 0.188961, 0.042574, -0.272711, -0.285009], "network.2.weight": [[0.400098, -0.107742, -0.422819, 0.177578, 0.325563, 0.052558, -0.002516, 0.55533], [0.273569, 0.315238, -0.237335, -0.360688, -0.028337, 0.275231, -0.528158, 0.48216], [0.266631, -0.257191, 0.020023, -0.1965, 0.052885, 0.052834, 0.028726, 0.039092], [-0.032454, 0.249158, -0.247905, -0.191149, -0.223281, 0.157293, -0.065837, 0.542304], [-0.544996, -0.53125, -0.091959, 0.329505, 0.179301, -0.021528, -0.335621, -0.245451], [-0.237984, 0.178175, -0.155492, 0.091398, 0.191543, -0.16397, 0.431913, -0.190996], [-0.599059, -0.132447, 0.476559, 0.078304, 0.342456, -0.000865, 0.252593, -0.126213], [-0.09481, -0.215453, 0.019014, 0.163676, -0.037313, -0.111066, 0.090758, -0.064283]], "network.2.bias": [-0.218597, 0.427122, -0.314445, 0.265278, 0.432934, -0.02472, 0.109669, 0.006172], "network.4.weight": [[0.435295, 0.526222, 0.045971, 0.414543, -0.422376, -0.279209, -0.420226, -0.30018], [0.363054, 0.197058, 0.29892, 0.244287, -0.352151, 0.215021, -0.151244, -0.075255], [0.091495, 0.403975, -0.121202, 0.15947, -0.236335, -0.341804, -0.409217, -0.09597], [-0.217988, -0.238172, -0.53463, -0.309874, 0.294766, -0.247804, 0.50536, -0.010987], [-0.141653, -0.13769, -0.072494, -0.017791, 0.138568, 0.242704, 0.031786, -0.192551], [0.005177, 0.27064, -0.250367, 0.127417, 0.00399, -0.373985, -0.281092, -0.061347], [-0.007925, -0.269784, 0.075842, 0.061854, 0.453691, 0.21442, 0.049183, 0.227719], [-0.127708, -0.17633, -0.203272, -0.111598, 0.107176, -0.182088, 0.489972, -0.140483]], "network.4.bias": [0.398614, -0.019216, 0.345737, 0.426271, -0.176553, 0.01271, -0.025905, -0.003338], "network.6.weight": [[-0.074964, -0.225413, -0.14436, 0.236132, -0.346323, -0.089264, -0.223246, 0.472], [0.376237, 0.220994, 0.509732, -0.252616, -0.254855, 0.157952, -0.336218, -0.141287], [0.202683, -0.090736, 0.160822, 0.160002, 0.414747, -0.372583, 0.00643, 0.407065], [0.036446, -0.455487, -0.24775, -0.030368, -0.357716, -0.058902, -0.198415, -0.109447], [0.495172, 0.338357, 0.208343, -0.115208, -0.193349, 0.576034, -0.215652, -0.088182], [0.523206, 0.247153, 0.0874, -0.554787, -0.363741, 0.040444, -0.320659, -0.296972], [0.075021, -0.122401, 0.306278, -0.571976, 0.043481, 0.066004, -0.312081, -0.456044], [0.524006, 0.367378, 0.201607, -0.329398, -0.271134, 0.331727, -0.136803, -0.064524]], "network.6.bias": [0.175916, 0.176713, -0.257059, -0.072624, -0.060134, 0.269219, 0.084519, 0.128181], "network.8.weight": [[-0.133185, -0.275318, -0.006092, 0.239316, -0.218702, 0.080102, -0.313703, -0.075848], [-0.332331, 0.105662, 0.209183, 0.124083, 0.480193, 0.337341, -0.088487, 0.329782], [0.417356, -0.02853, -0.130723, -0.18278, 0.21981, -0.274274, -0.035463, -0.113129], [-0.295493, 0.399546, -0.200918, 0.105533, 0.292347, 0.527236, -0.142624, 0.249735], [0.090552, 0.034988, 0.103628, 0.05396, 0.091974, -0.160408, -0.517531, -0.43883], [0.29465, 0.051266, -0.267571, -0.135239, 0.074709, 0.267257, -0.29874, 0.245711], [-0.128753, 0.367261, 0.226783, 0.114057, 0.236389, 0.326607, 0.42265, 0.286884], [0.111587, -0.181112, -0.124133, 0.30046, -0.131906, 0.121392, 0.101503, -0.354775]], "network.8.bias": [0.347666, -0.061008, -0.208787, 0.187248, 0.363012, -0.233388, 0.218885, 0.277403], "network.10.weight": [[0.225196, -0.201268, 0.320288, -0.423218, 0.148873, -0.126972, -0.477338, 0.211027]], "network.10.bias": [0.192184]}
|
{"alternating": {"accuracy": 0.8107142857142857, "precision": 0.07692307692307693, "recall": 0.15, "f1": 0.1016949152542373, "tp": 15, "fp": 180, "fn": 85, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8664285714285714, "precision": 0.27692307692307694, "recall": 0.54, "f1": 0.3661016949152543, "tp": 54, "fp": 141, "fn": 46, "tn": 1159, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8607142857142858, "precision": 0.2564102564102564, "recall": 0.5, "f1": 0.3389830508474576, "tp": 50, "fp": 145, "fn": 50, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8135714285714286, "precision": 0.08717948717948718, "recall": 0.17, "f1": 0.11525423728813558, "tp": 17, "fp": 178, "fn": 83, "tn": 1122, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.795, "precision": 0.020512820512820513, "recall": 0.04, "f1": 0.02711864406779661, "tp": 4, "fp": 191, "fn": 96, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.866, "precision": 0.32525951557093424, "recall": 0.94, "f1": 0.4832904884318765, "tp": 94, "fp": 195, "fn": 6, "tn": 1205, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7921428571428571, "precision": 0.010256410256410256, "recall": 0.02, "f1": 0.013559322033898305, "tp": 2, "fp": 193, "fn": 98, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8164285714285714, "precision": 0.09743589743589744, "recall": 0.19, "f1": 0.12881355932203392, "tp": 19, "fp": 176, "fn": 81, "tn": 1124, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8136428571428572, "macro_precision": 0.0909983903063488, "macro_recall": 0.1992857142857143, "macro_f1": 0.1241091268976764, "micro_accuracy": 0.8139086294416243, "micro_precision": 0.09879603399433427, "micro_recall": 0.1992857142857143, "micro_f1": 0.1321022727272727}}
|
{"network.0.weight": [[0.006418448407202959, -0.021404147148132324, -0.0012175054289400578, 0.1473028063774109, 0.09005676209926605], [0.0029903454706072807, -0.07961345463991165, -0.001036612899042666, 0.06416673958301544, -0.016929518431425095], [0.1464657038450241, 0.0696946531534195, 0.04978564754128456, 0.023317975923419, -0.0930774137377739], [0.10893858969211578, -0.005426339339464903, -0.007756183389574289, 0.15153050422668457, 0.04609439894556999], [0.036842819303274155, -0.0983857735991478, 0.01644725538790226, 0.13261760771274567, 0.0011544510489329696], [0.15968188643455505, 0.01814432069659233, 0.03273912891745567, 0.046093422919511795, -0.09700427949428558], [0.11994659900665283, -0.002064914908260107, -0.028252268210053444, 0.1773121953010559, 0.021419577300548553], [0.03433433920145035, -0.05147805064916611, 0.0783059373497963, 0.13166077435016632, 0.010073868557810783]], "network.0.bias": [0.05197225138545036, -0.011061119846999645, 0.006215353962033987, 0.04467405751347542, -0.01286767702549696, 0.03923444449901581, 0.05871116369962692, -0.030842119827866554], "network.10.weight": [[0.1927454173564911, 0.029095210134983063, 0.0776888057589531, 0.019027788192033768, -0.043548859655857086, 0.09679440408945084, 0.1390846222639084, 0.01968448981642723]], "network.10.bias": [-0.0017473199404776096], "network.2.weight": [[0.1921050250530243, 0.03538447991013527, 0.05452846363186836, 0.020807338878512383, -0.04739169031381607, 0.09380313009023666, 0.14743207395076752, -0.0026079374365508556], [0.1795584261417389, 0.013559087179601192, 0.03927658870816231, 0.027359453961253166, -0.022236764430999756, 0.09464456886053085, 0.12382729351520538, 0.04789240285754204], [0.19897806644439697, 0.017742007970809937, 0.04207763448357582, 0.042990852147340775, -0.08749235421419144, 0.08904168754816055, 0.12112827599048615, 0.029043177142739296], [0.2042504996061325, 0.015134523622691631, 0.04441365227103233, 0.02874191291630268, -0.03416106849908829, 0.09981801360845566, 0.09381884336471558, 0.04847707971930504], [0.2240239679813385, 0.012597720138728619, 0.052970778197050095, 0.02216552197933197, -0.023497194051742554, 0.09067361801862717, 0.10067032277584076, 0.029666539281606674], [0.21989306807518005, 0.01588645577430725, 0.059102002531290054, 0.028017481788992882, -0.016981571912765503, 0.05045434832572937, 0.08038435876369476, 0.03937121480703354], [0.22283242642879486, 0.025068510323762894, 0.046962957829236984, 0.028719769790768623, -0.00901250634342432, 0.07303063571453094, 0.061832036823034286, 0.07428808510303497], [0.2286086082458496, 0.017703376710414886, 0.0659618005156517, 0.006610424257814884, -0.006608248688280582, 0.058195728808641434, 0.05838790163397789, 0.042435307055711746]], "network.2.bias": [-0.001886724028736353, -0.00465293088927865, -0.007592479232698679, 0.00296541815623641, -0.005636619869619608, 0.010398576967418194, 0.0224266666918993, 0.020973971113562584], "network.4.weight": [[0.22385090589523315, 0.0404207743704319, 0.05558526888489723, 0.0034505361691117287, 0.018664944916963577, 0.06111333891749382, 0.05406409129500389, 0.055950626730918884], [0.20957036316394806, 0.056795597076416016, 0.05040942505002022, 0.023730816319584846, 0.013147718273103237, 0.06425300985574722, 0.04184700548648834, 0.0489833690226078], [0.19866250455379486, 0.06554083526134491, 0.05351465940475464, 0.021186962723731995, 0.01036036666482687, 0.059327028691768646, 0.02811604179441929, 0.06567355245351791], [0.20123246312141418, 0.06850654631853104, 0.07296165823936462, 0.007848658598959446, 0.01826992630958557, 0.04775641858577728, 0.013061965815722942, 0.08594632148742676], [0.20457451045513153, 0.06870392709970474, 0.08588901162147522, -0.0012077215360477567, 0.021141882985830307, 0.031003830954432487, 0.003872076515108347, 0.07674640417098999], [0.2034880518913269, 0.08999908715486526, 0.076780766248703, 0.007943299598991871, 0.01622287929058075, 0.027636690065264702, 0.0031960331834852695, 0.0706319734454155], [0.2048264592885971, 0.09587471932172775, 0.08177157491445541, 0.003055625595152378, 0.01482356246560812, 0.017318667843937874, 0.0363311693072319, 0.07259567826986313], [0.1769775003194809, 0.08708540350198746, 0.06618049740791321, 0.009214412420988083, 0.022520504891872406, 0.0521048977971077, 0.027225079014897346, 0.07779354602098465]], "network.4.bias": [0.02445838414132595, 0.03474655747413635, 0.03195016086101532, 0.027791505679488182, 0.0319296233355999, 0.025391923263669014, 0.04250499978661537, 0.029928339645266533], "network.6.weight": [[0.17960932850837708, 0.11212912201881409, 0.07102804630994797, 0.004223783500492573, 0.028377830982208252, 0.038647834211587906, 0.016524488106369972, 0.07370185852050781], [0.18421131372451782, 0.11200906336307526, 0.08199942857027054, 0.00011630065273493528, 0.027287393808364868, 0.033199574798345566, 0.02121981419622898, 0.07542924582958221], [0.17284491658210754, 0.1624995917081833, 0.056880708783864975, 0.011256587691605091, 0.02162379026412964, 0.027114098891615868, 0.019866833463311195, 0.058668915182352066], [0.14730477333068848, 0.08008016645908356, 0.0643172562122345, 0.020628103986382484, 0.020527929067611694, 0.07675211876630783, 0.033933527767658234, 0.066578209400177], [0.1442301720380783, 0.07728349417448044, 0.07309037446975708, 0.022602958604693413, 0.028334006667137146, 0.05905051901936531, 0.032557155936956406, 0.07086043059825897], [0.1410984992980957, 0.0772571861743927, 0.07901742309331894, 0.014328579418361187, 0.02821158617734909, 0.04535580426454544, 0.04054088518023491, 0.05058923363685608], [0.14081500470638275, 0.0983850434422493, 0.06637555360794067, 0.012180871330201626, 0.03169979155063629, 0.03335203975439072, 0.026449205353856087, 0.0668068528175354], [0.125244602560997, 0.06752398610115051, 0.06363031268119812, 0.0012616132153198123, 0.017988577485084534, 0.05510910972952843, 0.021395334973931313, 0.06541231274604797]], "network.6.bias": [0.0309061910957098, 0.013890313915908337, 0.03013184480369091, 0.035328324884176254, 0.03520040959119797, 0.030505815520882607, 0.04224687069654465, 0.018775146454572678], "network.8.weight": [[0.13321815431118011, 0.082292340695858, 0.06839126348495483, -0.0012643366353586316, 0.019411221146583557, 0.07176778465509415, 0.048833075910806656, 0.06473106890916824], [0.14926138520240784, 0.07737454026937485, 0.07012871652841568, 0.0050592077895998955, 0.03580684959888458, 0.043120551854372025, 0.03795885667204857, 0.045947033911943436], [0.14687393605709076, 0.08685477077960968, 0.07480420172214508, 0.0165646281093359, 0.027740992605686188, 0.04290657117962837, 0.02619713731110096, 0.06110827997326851], [0.13977226614952087, 0.09406701475381851, 0.07273288071155548, 0.0037328051403164864, 0.018699608743190765, 0.03360011801123619, 0.028323130682110786, 0.05374457314610481], [0.1368637979030609, 0.08773385733366013, 0.07293179631233215, 0.008394059725105762, 0.022213056683540344, 0.031159108504652977, 0.027017274871468544, 0.047479983419179916], [0.14043284952640533, 0.08129396289587021, 0.07554186135530472, 0.011343221180140972, 0.022635888308286667, 0.03766947239637375, 0.021035509184002876, 0.04734725132584572], [0.13965770602226257, 0.0866997018456459, 0.07150255143642426, 0.010040250606834888, 0.01829337328672409, 0.035791415721178055, 0.02584807761013508, 0.0523923821747303], [0.14367103576660156, 0.08927053958177567, 0.07301552593708038, 0.00825479906052351, 0.019665852189064026, 0.035473793745040894, 0.015031236223876476, 0.053127385675907135]], "network.8.bias": [0.024716993793845177, 0.016775725409388542, 0.028125975281000137, 0.02482861466705799, 0.026752328500151634, 0.02817211113870144, 0.031280335038900375, 0.0253971628844738]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.583169, 0.324157, -0.128434, -0.313327, 0.354252], [0.485503, 0.050038, -0.443793, 0.336282, 0.174415], [-0.203507, -0.25561, 0.586279, -0.294179, -0.442998], [-0.049281, 0.207365, 0.380354, -0.12989, -0.639834], [-0.22611, -0.055525, 0.368883, -0.61266, 0.129888], [0.268662, -0.109094, 0.164002, 0.322567, 0.589892], [-0.299547, 0.244826, -0.037478, 0.106715, -0.198998], [0.420078, 0.189742, 0.189963, -0.233629, 0.502173]], "network.0.bias": [0.045638, -0.065513, 0.124836, 0.236053, 0.188961, 0.042574, -0.272711, -0.285009], "network.2.weight": [[0.400098, -0.107742, -0.422819, 0.177578, 0.325563, 0.052558, -0.002516, 0.55533], [0.273569, 0.315238, -0.237335, -0.360688, -0.028337, 0.275231, -0.528158, 0.48216], [0.266631, -0.257191, 0.020023, -0.1965, 0.052885, 0.052834, 0.028726, 0.039092], [-0.032454, 0.249158, -0.247905, -0.191149, -0.223281, 0.157293, -0.065837, 0.542304], [-0.544996, -0.53125, -0.091959, 0.329505, 0.179301, -0.021528, -0.335621, -0.245451], [-0.237984, 0.178175, -0.155492, 0.091398, 0.191543, -0.16397, 0.431913, -0.190996], [-0.599059, -0.132447, 0.476559, 0.078304, 0.342456, -0.000865, 0.252593, -0.126213], [-0.09481, -0.215453, 0.019014, 0.163676, -0.037313, -0.111066, 0.090758, -0.064283]], "network.2.bias": [-0.218597, 0.427122, -0.314445, 0.265278, 0.432934, -0.02472, 0.109669, 0.006172], "network.4.weight": [[0.435295, 0.526222, 0.045971, 0.414543, -0.422376, -0.279209, -0.420226, -0.30018], [0.363054, 0.197058, 0.29892, 0.244287, -0.352151, 0.215021, -0.151244, -0.075255], [0.091495, 0.403975, -0.121202, 0.15947, -0.236335, -0.341804, -0.409217, -0.09597], [-0.217988, -0.238172, -0.53463, -0.309874, 0.294766, -0.247804, 0.50536, -0.010987], [-0.141653, -0.13769, -0.072494, -0.017791, 0.138568, 0.242704, 0.031786, -0.192551], [0.005177, 0.27064, -0.250367, 0.127417, 0.00399, -0.373985, -0.281092, -0.061347], [-0.007925, -0.269784, 0.075842, 0.061854, 0.453691, 0.21442, 0.049183, 0.227719], [-0.127708, -0.17633, -0.203272, -0.111598, 0.107176, -0.182088, 0.489972, -0.140483]], "network.4.bias": [0.398614, -0.019216, 0.345737, 0.426271, -0.176553, 0.01271, -0.025905, -0.003338], "network.6.weight": [[-0.074964, -0.225413, -0.14436, 0.236132, -0.346323, -0.089264, -0.223246, 0.472], [0.376237, 0.220994, 0.509732, -0.252616, -0.254855, 0.157952, -0.336218, -0.141287], [0.202683, -0.090736, 0.160822, 0.160002, 0.414747, -0.372583, 0.00643, 0.407065], [0.036446, -0.455487, -0.24775, -0.030368, -0.357716, -0.058902, -0.198415, -0.109447], [0.495172, 0.338357, 0.208343, -0.115208, -0.193349, 0.576034, -0.215652, -0.088182], [0.523206, 0.247153, 0.0874, -0.554787, -0.363741, 0.040444, -0.320659, -0.296972], [0.075021, -0.122401, 0.306278, -0.571976, 0.043481, 0.066004, -0.312081, -0.456044], [0.524006, 0.367378, 0.201607, -0.329398, -0.271134, 0.331727, -0.136803, -0.064524]], "network.6.bias": [0.175916, 0.176713, -0.257059, -0.072624, -0.060134, 0.269219, 0.084519, 0.128181], "network.8.weight": [[-0.133185, -0.275318, -0.006092, 0.239316, -0.218702, 0.080102, -0.313703, -0.075848], [-0.332331, 0.105662, 0.209183, 0.124083, 0.480193, 0.337341, -0.088487, 0.329782], [0.417356, -0.02853, -0.130723, -0.18278, 0.21981, -0.274274, -0.035463, -0.113129], [-0.295493, 0.399546, -0.200918, 0.105533, 0.292347, 0.527236, -0.142624, 0.249735], [0.090552, 0.034988, 0.103628, 0.05396, 0.091974, -0.160408, -0.517531, -0.43883], [0.29465, 0.051266, -0.267571, -0.135239, 0.074709, 0.267257, -0.29874, 0.245711], [-0.128753, 0.367261, 0.226783, 0.114057, 0.236389, 0.326607, 0.42265, 0.286884], [0.111587, -0.181112, -0.124133, 0.30046, -0.131906, 0.121392, 0.101503, -0.354775]], "network.8.bias": [0.347666, -0.061008, -0.208787, 0.187248, 0.363012, -0.233388, 0.218885, 0.277403], "network.10.weight": [[0.225196, -0.201268, 0.320288, -0.423218, 0.148873, -0.126972, -0.477338, 0.211027]], "network.10.bias": [0.192184]}
|
{"alternating": {"accuracy": 0.8107142857142857, "precision": 0.07692307692307693, "recall": 0.15, "f1": 0.1016949152542373, "tp": 15, "fp": 180, "fn": 85, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8664285714285714, "precision": 0.27692307692307694, "recall": 0.54, "f1": 0.3661016949152543, "tp": 54, "fp": 141, "fn": 46, "tn": 1159, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8607142857142858, "precision": 0.2564102564102564, "recall": 0.5, "f1": 0.3389830508474576, "tp": 50, "fp": 145, "fn": 50, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8135714285714286, "precision": 0.08717948717948718, "recall": 0.17, "f1": 0.11525423728813558, "tp": 17, "fp": 178, "fn": 83, "tn": 1122, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.795, "precision": 0.020512820512820513, "recall": 0.04, "f1": 0.02711864406779661, "tp": 4, "fp": 191, "fn": 96, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.866, "precision": 0.32525951557093424, "recall": 0.94, "f1": 0.4832904884318765, "tp": 94, "fp": 195, "fn": 6, "tn": 1205, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7921428571428571, "precision": 0.010256410256410256, "recall": 0.02, "f1": 0.013559322033898305, "tp": 2, "fp": 193, "fn": 98, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8164285714285714, "precision": 0.09743589743589744, "recall": 0.19, "f1": 0.12881355932203392, "tp": 19, "fp": 176, "fn": 81, "tn": 1124, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8136428571428572, "macro_precision": 0.0909983903063488, "macro_recall": 0.1992857142857143, "macro_f1": 0.1241091268976764, "micro_accuracy": 0.8139086294416243, "micro_precision": 0.09879603399433427, "micro_recall": 0.1992857142857143, "micro_f1": 0.1321022727272727}}
|
{"network.0.weight": [[0.09158790856599808, 0.02246340736746788, 0.006978472229093313, 0.09154535830020905, 0.04947739839553833], [-0.015398326329886913, -0.07094129920005798, 0.011981786228716373, 0.1304655224084854, 0.02730642259120941], [0.09647884219884872, 0.031090382486581802, 0.049393754452466965, 0.007804489694535732, -0.07773325592279434], [0.15016178786754608, 0.03742077946662903, 0.004870509263128042, 0.10943631082773209, 0.01269994955509901], [0.020984506234526634, -0.07518801093101501, 0.01857680268585682, 0.15520361065864563, 0.04518755152821541], [0.11322268098592758, -0.010605347342789173, 0.03582043945789337, 0.02799849584698677, -0.07364444434642792], [0.10488071292638779, 0.03366199880838394, 0.0004364973574411124, 0.13491564989089966, 0.0012925670016556978], [0.021176878362894058, -0.023929491639137268, 0.057278040796518326, 0.10071417689323425, 0.040834080427885056]], "network.0.bias": [0.04865356162190437, -0.0023338482715189457, 0.015631141141057014, 0.04577440023422241, 0.003887591417878866, 0.03880849480628967, 0.05970733240246773, -0.0003979695320595056], "network.10.weight": [[0.16836193203926086, 0.016568481922149658, 0.07593564689159393, 0.011859766207635403, -0.007028558291494846, 0.052726034075021744, 0.1027400940656662, 0.05049694702029228]], "network.10.bias": [0.027451006695628166], "network.2.weight": [[0.170061856508255, 0.02419022098183632, 0.05089096352458, 0.014769555069506168, -0.011310339905321598, 0.050335437059402466, 0.09950332343578339, 0.029071662575006485], [0.1574326604604721, 0.008305530063807964, 0.037283290177583694, 0.022192372009158134, 0.009080042131245136, 0.049083855003118515, 0.07055678963661194, 0.08227177709341049], [0.16391564905643463, 0.008777196519076824, 0.04233862832188606, 0.043117545545101166, -0.05700205639004707, 0.04988313838839531, 0.06493152678012848, 0.05765002593398094], [0.17555731534957886, 0.01255622785538435, 0.045720525085926056, 0.026674533262848854, -0.005256599746644497, 0.05805668234825134, 0.039608024060726166, 0.07319165766239166], [0.18659159541130066, 0.010464604012668133, 0.05484632030129433, 0.021809829398989677, -0.0007968740537762642, 0.05798063054680824, 0.056791532784700394, 0.0586683414876461], [0.19237080216407776, 0.01333873625844717, 0.05859854444861412, 0.021741414442658424, 0.006717941723763943, 0.027784956619143486, 0.03758423402905464, 0.06282646954059601], [0.1907685101032257, 0.023555878549814224, 0.04533858969807625, 0.020927654579281807, 0.01169672142714262, 0.05288716033101082, 0.018975893035531044, 0.09525647014379501], [0.18743276596069336, 0.015009862370789051, 0.0681438148021698, 0.006264242343604565, 0.005584056489169598, 0.042392242699861526, 0.018270054832100868, 0.0581572987139225]], "network.2.bias": [0.03045504353940487, 0.023768188431859016, 0.023283781483769417, 0.03310934454202652, 0.018920062109827995, 0.03454768285155296, 0.04685785248875618, 0.04137907549738884], "network.4.weight": [[0.1871967762708664, 0.04144661873579025, 0.057334255427122116, -0.0004073112504556775, 0.031870871782302856, 0.04797768592834473, 0.01888599433004856, 0.07593544572591782], [0.18153949081897736, 0.050310228019952774, 0.050487201660871506, 0.01716669462621212, 0.021780643612146378, 0.055295851081609726, 0.006086158100515604, 0.06960012763738632], [0.17444053292274475, 0.06173162907361984, 0.05102541670203209, 0.012828781269490719, 0.019718684256076813, 0.05189116299152374, -0.005690684076398611, 0.08106537908315659], [0.1731930375099182, 0.06492271274328232, 0.07325313985347748, 0.004123847000300884, 0.027827192097902298, 0.03896824270486832, -0.015451793558895588, 0.09754818677902222], [0.17602255940437317, 0.062370751053094864, 0.08782331645488739, -0.0028795162215828896, 0.029986821115016937, 0.028778208419680595, -0.025614721700549126, 0.08845964074134827], [0.17904801666736603, 0.08322655409574509, 0.07891087979078293, 0.003140500746667385, 0.02452009916305542, 0.026613010093569756, -0.024165889248251915, 0.08137000352144241], [0.18043407797813416, 0.08636102825403214, 0.08648152649402618, -0.0008344306843355298, 0.023388907313346863, 0.019642164930701256, 0.007607913110405207, 0.08827711641788483], [0.16442295908927917, 0.08028010278940201, 0.06558015942573547, 0.004190914332866669, 0.029879655689001083, 0.04487935081124306, -0.0005302218487486243, 0.09172098338603973]], "network.4.bias": [0.045420821756124496, 0.054147955030202866, 0.05258829519152641, 0.04898674413561821, 0.053269460797309875, 0.046295490115880966, 0.06102365627884865, 0.04831533879041672], "network.6.weight": [[0.16794976592063904, 0.10111842304468155, 0.07343336939811707, 0.0009893019450828433, 0.03550875186920166, 0.0362766794860363, -0.011363186873495579, 0.08588938415050507], [0.1709553301334381, 0.10062742978334427, 0.08652076125144958, -0.0024264855310320854, 0.035433877259492874, 0.03377906233072281, -0.005214502569288015, 0.08831089735031128], [0.16811957955360413, 0.14530999958515167, 0.0630856603384018, 0.007023037411272526, 0.030207477509975433, 0.029762079939246178, -0.005536933895200491, 0.07476284354925156], [0.16053016483783722, 0.07337445765733719, 0.06371092796325684, 0.010562917217612267, 0.03572073578834534, 0.06623462587594986, 0.006116198841482401, 0.08057282119989395], [0.16305910050868988, 0.0706145390868187, 0.0719335526227951, 0.01190346572548151, 0.04145999252796173, 0.05157945677638054, 0.006486999336630106, 0.08384403586387634], [0.15930762887001038, 0.07084746658802032, 0.07835081219673157, 0.0054173897951841354, 0.040605492889881134, 0.04080411046743393, 0.012229706160724163, 0.06447705626487732], [0.15981434285640717, 0.09167521446943283, 0.0702056959271431, 0.002143346704542637, 0.0421113446354866, 0.03221306577324867, 0.009454484097659588, 0.08003154397010803], [0.14911136031150818, 0.06065363809466362, 0.06582779437303543, -0.009682675823569298, 0.029789835214614868, 0.05170297250151634, 0.012276175431907177, 0.07577724009752274]], "network.6.bias": [0.049705103039741516, 0.03319260850548744, 0.04635797441005707, 0.053158827126026154, 0.05321723595261574, 0.0475466288626194, 0.05543345585465431, 0.03359156474471092], "network.8.weight": [[0.1535661220550537, 0.07353131473064423, 0.07107006013393402, -0.014514455571770668, 0.032280437648296356, 0.07230160385370255, 0.04311433807015419, 0.07694090902805328], [0.1660775989294052, 0.06706442683935165, 0.07348291575908661, -0.011254376731812954, 0.04626626521348953, 0.04725369065999985, 0.03385183587670326, 0.06012222543358803], [0.1611323058605194, 0.0767432376742363, 0.07869001477956772, -0.00017501891124993563, 0.03741210699081421, 0.047872304916381836, 0.00478083873167634, 0.07351367175579071], [0.15367428958415985, 0.08756254613399506, 0.07860067486763, -0.007263840176165104, 0.0300765261054039, 0.0352051667869091, 0.008809725753962994, 0.06602691859006882], [0.1522257775068283, 0.08295277506113052, 0.0783667117357254, -0.0041764648631215096, 0.03344438225030899, 0.03254206106066704, 0.012002880685031414, 0.060469552874565125], [0.15265318751335144, 0.07787033170461655, 0.07939298450946808, -0.0038771098479628563, 0.0338134691119194, 0.03722633048892021, 0.004097605589777231, 0.06125039979815483], [0.15314029157161713, 0.08305246382951736, 0.07624773681163788, -0.004212594591081142, 0.028904564678668976, 0.03634065389633179, 0.0075570219196379185, 0.06522172689437866], [0.15608049929141998, 0.08549747616052628, 0.07853570580482483, -0.004759075120091438, 0.02992953732609749, 0.03553670272231102, 8.373950549867004e-05, 0.06678494811058044]], "network.8.bias": [0.039893921464681625, 0.033309560269117355, 0.044171933084726334, 0.04041802138090134, 0.04310647025704384, 0.044110141694545746, 0.047341059893369675, 0.03994462266564369]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.583169, 0.324157, -0.128434, -0.313327, 0.354252], [0.485503, 0.050038, -0.443793, 0.336282, 0.174415], [-0.203507, -0.25561, 0.586279, -0.294179, -0.442998], [-0.049281, 0.207365, 0.380354, -0.12989, -0.639834], [-0.22611, -0.055525, 0.368883, -0.61266, 0.129888], [0.268662, -0.109094, 0.164002, 0.322567, 0.589892], [-0.299547, 0.244826, -0.037478, 0.106715, -0.198998], [0.420078, 0.189742, 0.189963, -0.233629, 0.502173]], "network.0.bias": [0.045638, -0.065513, 0.124836, 0.236053, 0.188961, 0.042574, -0.272711, -0.285009], "network.2.weight": [[0.400098, -0.107742, -0.422819, 0.177578, 0.325563, 0.052558, -0.002516, 0.55533], [0.273569, 0.315238, -0.237335, -0.360688, -0.028337, 0.275231, -0.528158, 0.48216], [0.266631, -0.257191, 0.020023, -0.1965, 0.052885, 0.052834, 0.028726, 0.039092], [-0.032454, 0.249158, -0.247905, -0.191149, -0.223281, 0.157293, -0.065837, 0.542304], [-0.544996, -0.53125, -0.091959, 0.329505, 0.179301, -0.021528, -0.335621, -0.245451], [-0.237984, 0.178175, -0.155492, 0.091398, 0.191543, -0.16397, 0.431913, -0.190996], [-0.599059, -0.132447, 0.476559, 0.078304, 0.342456, -0.000865, 0.252593, -0.126213], [-0.09481, -0.215453, 0.019014, 0.163676, -0.037313, -0.111066, 0.090758, -0.064283]], "network.2.bias": [-0.218597, 0.427122, -0.314445, 0.265278, 0.432934, -0.02472, 0.109669, 0.006172], "network.4.weight": [[0.435295, 0.526222, 0.045971, 0.414543, -0.422376, -0.279209, -0.420226, -0.30018], [0.363054, 0.197058, 0.29892, 0.244287, -0.352151, 0.215021, -0.151244, -0.075255], [0.091495, 0.403975, -0.121202, 0.15947, -0.236335, -0.341804, -0.409217, -0.09597], [-0.217988, -0.238172, -0.53463, -0.309874, 0.294766, -0.247804, 0.50536, -0.010987], [-0.141653, -0.13769, -0.072494, -0.017791, 0.138568, 0.242704, 0.031786, -0.192551], [0.005177, 0.27064, -0.250367, 0.127417, 0.00399, -0.373985, -0.281092, -0.061347], [-0.007925, -0.269784, 0.075842, 0.061854, 0.453691, 0.21442, 0.049183, 0.227719], [-0.127708, -0.17633, -0.203272, -0.111598, 0.107176, -0.182088, 0.489972, -0.140483]], "network.4.bias": [0.398614, -0.019216, 0.345737, 0.426271, -0.176553, 0.01271, -0.025905, -0.003338], "network.6.weight": [[-0.074964, -0.225413, -0.14436, 0.236132, -0.346323, -0.089264, -0.223246, 0.472], [0.376237, 0.220994, 0.509732, -0.252616, -0.254855, 0.157952, -0.336218, -0.141287], [0.202683, -0.090736, 0.160822, 0.160002, 0.414747, -0.372583, 0.00643, 0.407065], [0.036446, -0.455487, -0.24775, -0.030368, -0.357716, -0.058902, -0.198415, -0.109447], [0.495172, 0.338357, 0.208343, -0.115208, -0.193349, 0.576034, -0.215652, -0.088182], [0.523206, 0.247153, 0.0874, -0.554787, -0.363741, 0.040444, -0.320659, -0.296972], [0.075021, -0.122401, 0.306278, -0.571976, 0.043481, 0.066004, -0.312081, -0.456044], [0.524006, 0.367378, 0.201607, -0.329398, -0.271134, 0.331727, -0.136803, -0.064524]], "network.6.bias": [0.175916, 0.176713, -0.257059, -0.072624, -0.060134, 0.269219, 0.084519, 0.128181], "network.8.weight": [[-0.133185, -0.275318, -0.006092, 0.239316, -0.218702, 0.080102, -0.313703, -0.075848], [-0.332331, 0.105662, 0.209183, 0.124083, 0.480193, 0.337341, -0.088487, 0.329782], [0.417356, -0.02853, -0.130723, -0.18278, 0.21981, -0.274274, -0.035463, -0.113129], [-0.295493, 0.399546, -0.200918, 0.105533, 0.292347, 0.527236, -0.142624, 0.249735], [0.090552, 0.034988, 0.103628, 0.05396, 0.091974, -0.160408, -0.517531, -0.43883], [0.29465, 0.051266, -0.267571, -0.135239, 0.074709, 0.267257, -0.29874, 0.245711], [-0.128753, 0.367261, 0.226783, 0.114057, 0.236389, 0.326607, 0.42265, 0.286884], [0.111587, -0.181112, -0.124133, 0.30046, -0.131906, 0.121392, 0.101503, -0.354775]], "network.8.bias": [0.347666, -0.061008, -0.208787, 0.187248, 0.363012, -0.233388, 0.218885, 0.277403], "network.10.weight": [[0.225196, -0.201268, 0.320288, -0.423218, 0.148873, -0.126972, -0.477338, 0.211027]], "network.10.bias": [0.192184]}
|
{"alternating": {"accuracy": 0.8107142857142857, "precision": 0.07692307692307693, "recall": 0.15, "f1": 0.1016949152542373, "tp": 15, "fp": 180, "fn": 85, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8664285714285714, "precision": 0.27692307692307694, "recall": 0.54, "f1": 0.3661016949152543, "tp": 54, "fp": 141, "fn": 46, "tn": 1159, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8607142857142858, "precision": 0.2564102564102564, "recall": 0.5, "f1": 0.3389830508474576, "tp": 50, "fp": 145, "fn": 50, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8135714285714286, "precision": 0.08717948717948718, "recall": 0.17, "f1": 0.11525423728813558, "tp": 17, "fp": 178, "fn": 83, "tn": 1122, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.795, "precision": 0.020512820512820513, "recall": 0.04, "f1": 0.02711864406779661, "tp": 4, "fp": 191, "fn": 96, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.866, "precision": 0.32525951557093424, "recall": 0.94, "f1": 0.4832904884318765, "tp": 94, "fp": 195, "fn": 6, "tn": 1205, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7921428571428571, "precision": 0.010256410256410256, "recall": 0.02, "f1": 0.013559322033898305, "tp": 2, "fp": 193, "fn": 98, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8164285714285714, "precision": 0.09743589743589744, "recall": 0.19, "f1": 0.12881355932203392, "tp": 19, "fp": 176, "fn": 81, "tn": 1124, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8136428571428572, "macro_precision": 0.0909983903063488, "macro_recall": 0.1992857142857143, "macro_f1": 0.1241091268976764, "micro_accuracy": 0.8139086294416243, "micro_precision": 0.09879603399433427, "micro_recall": 0.1992857142857143, "micro_f1": 0.1321022727272727}}
|
{"network.0.weight": [[-0.00828660000115633, 0.03813356161117554, 0.014542859978973866, 0.06087223440408707, 0.020508024841547012], [-0.017979135736823082, -0.04636317864060402, 0.04894446209073067, 0.009779195301234722, 0.03338641673326492], [0.06897775083780289, 0.012374299578368664, 0.05292128399014473, 0.008084098808467388, -0.04933581501245499], [0.013739210553467274, 0.034757841378450394, 0.01280896831303835, 0.08004549890756607, 0.00013249675976112485], [0.025525899603962898, -0.04502202570438385, 0.023615296930074692, 0.01321337465196848, 0.03829549252986908], [0.07109808921813965, -0.015287180431187153, 0.035592563450336456, 0.030178740620613098, -0.04840247333049774], [-0.03698059543967247, 0.011888688430190086, 0.015958910807967186, 0.08371134102344513, 0.0014486305881291628], [0.027426069602370262, -0.0061513567343354225, 0.03323611244559288, -0.01853076182305813, 0.011689554899930954]], "network.0.bias": [0.04992010071873665, 0.005985630210489035, 0.03537639230489731, 0.05301913991570473, 0.012618382461369038, 0.03360677510499954, 0.059333477169275284, 0.0006539201713167131], "network.10.weight": [[0.12503106892108917, 0.010354003868997097, 0.07613257318735123, 0.03933432698249817, 0.017420969903469086, 0.016955574974417686, -0.0013103013625368476, 0.020056437700986862]], "network.10.bias": [0.02271783910691738], "network.2.weight": [[0.11991848796606064, 0.016204513609409332, 0.05171419680118561, 0.04594525322318077, 0.011600597761571407, 0.008652363903820515, 0.008652142249047756, -0.002297620754688978], [0.09694509953260422, 0.0035179995466023684, 0.031469810754060745, 0.047906745225191116, 0.02727518603205681, 0.005992432590574026, -0.008210853673517704, 0.04694097116589546], [0.07309722155332565, -0.0007186687435023487, 0.024471256881952286, 0.08459249883890152, -0.04413460195064545, 0.009994086809456348, -0.0059989928267896175, 0.022480811923742294], [0.09040703624486923, 0.0016982138622552156, 0.033646196126937866, 0.0578656941652298, 0.002605169080197811, 0.019422365352511406, -0.02182549051940441, 0.03224245831370354], [0.08963412791490555, -0.003921650815755129, 0.0391203798353672, 0.05232079327106476, -0.0009635956957936287, 0.025850830599665642, 0.0041755386628210545, 0.02236698567867279], [0.09431090950965881, 0.001513223396614194, 0.035733047872781754, 0.045239102095365524, -0.0012879418209195137, 0.015379545278847218, -0.0006291096797212958, 0.02516990527510643], [0.09364065527915955, 0.0025857381988316774, 0.017411520704627037, 0.04520531743764877, 0.002679283730685711, 0.03827561065554619, -0.012339734472334385, 0.04727257415652275], [0.0806264877319336, -0.004825540352612734, 0.03877413645386696, 0.02733319066464901, -0.006735906936228275, 0.0339047871530056, -0.00665630167350173, 0.014976847916841507]], "network.2.bias": [0.022524340078234673, 0.013889764435589314, 0.011172507889568806, 0.019393038004636765, 0.0073324753902852535, 0.02116783708333969, 0.030119920149445534, 0.027281565591692924], "network.4.weight": [[0.0829743891954422, 0.01041907537728548, 0.029848508536815643, 0.020817825570702553, 0.015269170515239239, 0.044164251536130905, 0.003580393735319376, 0.027024876326322556], [0.09328273683786392, 0.02767016366124153, 0.023455951362848282, 0.030259473249316216, 0.0032506389543414116, 0.05237790569663048, 0.0010050745913758874, 0.028048567473888397], [0.08444805443286896, 0.03514334559440613, 0.02470049448311329, 0.022258834913372993, -0.0041782790794968605, 0.05626848712563515, -0.0068955919705331326, 0.03447015583515167], [0.08076222985982895, 0.037529442459344864, 0.047668978571891785, 0.017187098041176796, 0.004340325482189655, 0.04668838158249855, -0.012701236642897129, 0.04358265921473503], [0.08965232223272324, 0.0384688526391983, 0.059255700558423996, 0.011455765925347805, 0.010054315440356731, 0.040749479085206985, -0.016507158055901527, 0.034349046647548676], [0.09724847227334976, 0.058618586510419846, 0.052413638681173325, 0.01302578579634428, 0.0007515242323279381, 0.04362339898943901, -0.019200647249817848, 0.030394859611988068], [0.10103248804807663, 0.06181355193257332, 0.05678285285830498, 0.010555657558143139, -0.0019006719812750816, 0.03854788467288017, 0.018312590196728706, 0.04708719253540039], [0.09793003648519516, 0.0480964221060276, 0.04441520571708679, 0.015032912604510784, 0.004735211841762066, 0.05362020060420036, 0.013164329342544079, 0.04984097555279732]], "network.4.bias": [0.025991247966885567, 0.03218769654631615, 0.027561765164136887, 0.02371908910572529, 0.029355499893426895, 0.025758447125554085, 0.03798731043934822, 0.02384285070002079], "network.6.weight": [[0.10343175381422043, 0.0678107962012291, 0.05107917636632919, 0.012331805191934109, 0.010694405995309353, 0.051853302866220474, 0.0031923488713800907, 0.03992732986807823], [0.10714179277420044, 0.06782965362071991, 0.06327453255653381, 0.009193445555865765, 0.012284980155527592, 0.053712617605924606, 0.009648426435887814, 0.04670020937919617], [0.11710821837186813, 0.10967443138360977, 0.040940508246421814, 0.014661147259175777, 0.008392664603888988, 0.04988927021622658, -0.0010680382838472724, 0.045096322894096375], [0.12643678486347198, 0.03957074508070946, 0.040780406445264816, 0.01884428597986698, 0.014749354682862759, 0.06778547912836075, 0.004362969193607569, 0.05049024149775505], [0.13199681043624878, 0.03887666389346123, 0.05263005942106247, 0.0176029484719038, 0.01729252189397812, 0.050421375781297684, 0.006802237126976252, 0.051694560796022415], [0.13002251088619232, 0.040663089603185654, 0.058630846440792084, 0.011396433226764202, 0.014929174445569515, 0.043289314955472946, 0.01046238373965025, 0.03351239487528801], [0.13413235545158386, 0.06234019622206688, 0.05053360387682915, 0.006138254888355732, 0.016246110200881958, 0.041107263416051865, 0.0011474626371636987, 0.05037413164973259], [0.1226729080080986, 0.025952879339456558, 0.050003763288259506, 0.0017483074916526675, 0.007714086212217808, 0.05361231416463852, 0.0021423050202429295, 0.038686249405145645]], "network.6.bias": [0.02446570247411728, 0.011590459384024143, 0.02942001260817051, 0.03989161550998688, 0.040779292583465576, 0.03288552537560463, 0.04121341183781624, 0.020247729495167732], "network.8.weight": [[0.13192366063594818, 0.040270157158374786, 0.05374316871166229, -0.0051439302042126656, 0.016183190047740936, 0.07144144922494888, 0.01914556510746479, 0.04361097142100334], [0.13996198773384094, 0.03496598079800606, 0.06294557452201843, -0.0013296260731294751, 0.02868765965104103, 0.04701094701886177, 0.007377112749963999, 0.02983180806040764], [0.14088402688503265, 0.0454254113137722, 0.06499512493610382, 0.005729208700358868, 0.017242319881916046, 0.04978795349597931, 0.006502977106720209, 0.03626936301589012], [0.1230715960264206, 0.0553031824529171, 0.05798535421490669, -0.0011326625244691968, 0.005495148710906506, 0.046843018382787704, 0.0071782940067350864, 0.0315137542784214], [0.12379210442304611, 0.05153242126107216, 0.05855009704828262, 0.002266465686261654, 0.0074809035286307335, 0.04313570633530617, 0.010081863962113857, 0.02747051790356636], [0.1239306852221489, 0.045779164880514145, 0.06178973242640495, 0.001450595329515636, 0.008566250093281269, 0.04599040374159813, 0.0019564316608011723, 0.02848854288458824], [0.12594571709632874, 0.05076044425368309, 0.05703050270676613, 0.0016549256397411227, 0.002044535242021084, 0.0452701710164547, 0.00871614646166563, 0.030518751591444016], [0.1250305324792862, 0.052812498062849045, 0.05848618224263191, 0.002395124174654484, 0.0043008700013160706, 0.04455205425620079, 0.0007040562340989709, 0.03214506432414055]], "network.8.bias": [0.028713112697005272, 0.025719912722706795, 0.0265553817152977, 0.023968735709786415, 0.02607421576976776, 0.028442852199077606, 0.03038550540804863, 0.023890191689133644]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.583169, 0.324157, -0.128434, -0.313327, 0.354252], [0.485503, 0.050038, -0.443793, 0.336282, 0.174415], [-0.203507, -0.25561, 0.586279, -0.294179, -0.442998], [-0.049281, 0.207365, 0.380354, -0.12989, -0.639834], [-0.22611, -0.055525, 0.368883, -0.61266, 0.129888], [0.268662, -0.109094, 0.164002, 0.322567, 0.589892], [-0.299547, 0.244826, -0.037478, 0.106715, -0.198998], [0.420078, 0.189742, 0.189963, -0.233629, 0.502173]], "network.0.bias": [0.045638, -0.065513, 0.124836, 0.236053, 0.188961, 0.042574, -0.272711, -0.285009], "network.2.weight": [[0.400098, -0.107742, -0.422819, 0.177578, 0.325563, 0.052558, -0.002516, 0.55533], [0.273569, 0.315238, -0.237335, -0.360688, -0.028337, 0.275231, -0.528158, 0.48216], [0.266631, -0.257191, 0.020023, -0.1965, 0.052885, 0.052834, 0.028726, 0.039092], [-0.032454, 0.249158, -0.247905, -0.191149, -0.223281, 0.157293, -0.065837, 0.542304], [-0.544996, -0.53125, -0.091959, 0.329505, 0.179301, -0.021528, -0.335621, -0.245451], [-0.237984, 0.178175, -0.155492, 0.091398, 0.191543, -0.16397, 0.431913, -0.190996], [-0.599059, -0.132447, 0.476559, 0.078304, 0.342456, -0.000865, 0.252593, -0.126213], [-0.09481, -0.215453, 0.019014, 0.163676, -0.037313, -0.111066, 0.090758, -0.064283]], "network.2.bias": [-0.218597, 0.427122, -0.314445, 0.265278, 0.432934, -0.02472, 0.109669, 0.006172], "network.4.weight": [[0.435295, 0.526222, 0.045971, 0.414543, -0.422376, -0.279209, -0.420226, -0.30018], [0.363054, 0.197058, 0.29892, 0.244287, -0.352151, 0.215021, -0.151244, -0.075255], [0.091495, 0.403975, -0.121202, 0.15947, -0.236335, -0.341804, -0.409217, -0.09597], [-0.217988, -0.238172, -0.53463, -0.309874, 0.294766, -0.247804, 0.50536, -0.010987], [-0.141653, -0.13769, -0.072494, -0.017791, 0.138568, 0.242704, 0.031786, -0.192551], [0.005177, 0.27064, -0.250367, 0.127417, 0.00399, -0.373985, -0.281092, -0.061347], [-0.007925, -0.269784, 0.075842, 0.061854, 0.453691, 0.21442, 0.049183, 0.227719], [-0.127708, -0.17633, -0.203272, -0.111598, 0.107176, -0.182088, 0.489972, -0.140483]], "network.4.bias": [0.398614, -0.019216, 0.345737, 0.426271, -0.176553, 0.01271, -0.025905, -0.003338], "network.6.weight": [[-0.074964, -0.225413, -0.14436, 0.236132, -0.346323, -0.089264, -0.223246, 0.472], [0.376237, 0.220994, 0.509732, -0.252616, -0.254855, 0.157952, -0.336218, -0.141287], [0.202683, -0.090736, 0.160822, 0.160002, 0.414747, -0.372583, 0.00643, 0.407065], [0.036446, -0.455487, -0.24775, -0.030368, -0.357716, -0.058902, -0.198415, -0.109447], [0.495172, 0.338357, 0.208343, -0.115208, -0.193349, 0.576034, -0.215652, -0.088182], [0.523206, 0.247153, 0.0874, -0.554787, -0.363741, 0.040444, -0.320659, -0.296972], [0.075021, -0.122401, 0.306278, -0.571976, 0.043481, 0.066004, -0.312081, -0.456044], [0.524006, 0.367378, 0.201607, -0.329398, -0.271134, 0.331727, -0.136803, -0.064524]], "network.6.bias": [0.175916, 0.176713, -0.257059, -0.072624, -0.060134, 0.269219, 0.084519, 0.128181], "network.8.weight": [[-0.133185, -0.275318, -0.006092, 0.239316, -0.218702, 0.080102, -0.313703, -0.075848], [-0.332331, 0.105662, 0.209183, 0.124083, 0.480193, 0.337341, -0.088487, 0.329782], [0.417356, -0.02853, -0.130723, -0.18278, 0.21981, -0.274274, -0.035463, -0.113129], [-0.295493, 0.399546, -0.200918, 0.105533, 0.292347, 0.527236, -0.142624, 0.249735], [0.090552, 0.034988, 0.103628, 0.05396, 0.091974, -0.160408, -0.517531, -0.43883], [0.29465, 0.051266, -0.267571, -0.135239, 0.074709, 0.267257, -0.29874, 0.245711], [-0.128753, 0.367261, 0.226783, 0.114057, 0.236389, 0.326607, 0.42265, 0.286884], [0.111587, -0.181112, -0.124133, 0.30046, -0.131906, 0.121392, 0.101503, -0.354775]], "network.8.bias": [0.347666, -0.061008, -0.208787, 0.187248, 0.363012, -0.233388, 0.218885, 0.277403], "network.10.weight": [[0.225196, -0.201268, 0.320288, -0.423218, 0.148873, -0.126972, -0.477338, 0.211027]], "network.10.bias": [0.192184]}
|
{"alternating": {"accuracy": 0.8107142857142857, "precision": 0.07692307692307693, "recall": 0.15, "f1": 0.1016949152542373, "tp": 15, "fp": 180, "fn": 85, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8664285714285714, "precision": 0.27692307692307694, "recall": 0.54, "f1": 0.3661016949152543, "tp": 54, "fp": 141, "fn": 46, "tn": 1159, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8607142857142858, "precision": 0.2564102564102564, "recall": 0.5, "f1": 0.3389830508474576, "tp": 50, "fp": 145, "fn": 50, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8135714285714286, "precision": 0.08717948717948718, "recall": 0.17, "f1": 0.11525423728813558, "tp": 17, "fp": 178, "fn": 83, "tn": 1122, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.795, "precision": 0.020512820512820513, "recall": 0.04, "f1": 0.02711864406779661, "tp": 4, "fp": 191, "fn": 96, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.866, "precision": 0.32525951557093424, "recall": 0.94, "f1": 0.4832904884318765, "tp": 94, "fp": 195, "fn": 6, "tn": 1205, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7921428571428571, "precision": 0.010256410256410256, "recall": 0.02, "f1": 0.013559322033898305, "tp": 2, "fp": 193, "fn": 98, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8164285714285714, "precision": 0.09743589743589744, "recall": 0.19, "f1": 0.12881355932203392, "tp": 19, "fp": 176, "fn": 81, "tn": 1124, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8136428571428572, "macro_precision": 0.0909983903063488, "macro_recall": 0.1992857142857143, "macro_f1": 0.1241091268976764, "micro_accuracy": 0.8139086294416243, "micro_precision": 0.09879603399433427, "micro_recall": 0.1992857142857143, "micro_f1": 0.1321022727272727}}
|
{"network.0.weight": [[0.06789993494749069, 0.06665639579296112, 0.049369070678949356, 0.1005597934126854, 0.043400052934885025], [-0.020400499925017357, -0.0875239223241806, 0.017357708886265755, 0.09075634181499481, 0.06187218055129051], [0.1206788718700409, 0.030804719775915146, 0.09314427524805069, -0.0035239383578300476, -0.09683895856142044], [0.09875006973743439, 0.0637289509177208, 0.04118920490145683, 0.1581811010837555, 0.01864725351333618], [6.178196053951979e-05, -0.09300179779529572, 0.03142186626791954, 0.11739178746938705, 0.059976208955049515], [0.15216049551963806, 0.006855256389826536, 0.07129813730716705, -0.005949766840785742, -0.08068131655454636], [0.09747175872325897, 0.038485776633024216, 0.004123357590287924, 0.20892402529716492, 0.010663709603250027], [-0.00792328454554081, -0.029880821704864502, 0.08131613582372665, 0.08414231240749359, 0.04445646330714226]], "network.0.bias": [0.08747059106826782, 0.03887932375073433, 0.020613139495253563, 0.08956164866685867, 0.026008961722254753, 0.05496995896100998, 0.09696225821971893, -9.903548198053613e-05], "network.10.weight": [[0.2887449264526367, 0.0199278537184, 0.11649645864963531, -0.01680579222738743, -0.027752794325351715, 0.09050601720809937, 0.09134401381015778, 0.05037243291735649]], "network.10.bias": [0.024267708882689476], "network.2.weight": [[0.27995628118515015, 0.031428854912519455, 0.0913206934928894, -0.015081587247550488, -0.039967723190784454, 0.08890189975500107, 0.10619762539863586, 0.016175322234630585], [0.2476530373096466, 0.02384200319647789, 0.07149309664964676, -0.009976932778954506, -0.014366366900503635, 0.09105302393436432, 0.1106555312871933, 0.06252676248550415], [0.24600565433502197, 0.031032126396894455, 0.06211047247052193, -0.010675820522010326, -0.07588144391775131, 0.08764410763978958, 0.0978023111820221, 0.039502911269664764], [0.25890684127807617, 0.03210319206118584, 0.06731067597866058, -0.01114274375140667, -0.020251691341400146, 0.09798613935709, 0.09033608436584473, 0.050706058740615845], [0.2715469002723694, 0.026028502732515335, 0.0657215565443039, -0.014765867032110691, -0.004806936718523502, 0.09615225344896317, 0.10407784581184387, 0.03624549135565758], [0.25045591592788696, 0.04115253686904907, 0.06773102283477783, -0.008023523725569248, -0.004174050875008106, 0.06021532043814659, 0.08707588911056519, 0.03507578745484352], [0.2569773197174072, 0.0442558191716671, 0.053931739181280136, 0.003897561691701412, 0.009354121051728725, 0.08095212280750275, 0.0861472338438034, 0.05899052321910858], [0.24970167875289917, 0.03585640341043472, 0.06322336196899414, -0.01647867076098919, 0.019325047731399536, 0.06580927968025208, 0.07953491806983948, 0.02825559303164482]], "network.2.bias": [0.016085071489214897, 0.010269676335155964, 0.0030731610022485256, 0.009786956943571568, 0.0038400120101869106, 0.01930888183414936, 0.03003980964422226, 0.03059077076613903], "network.4.weight": [[0.24922017753124237, 0.04832847788929939, 0.06036146357655525, -0.017449410632252693, 0.03320701792836189, 0.07990839332342148, 0.07924583554267883, 0.04439416155219078], [0.2292315810918808, 0.072690948843956, 0.05498939007520676, -0.00036136165726929903, 0.02002904564142227, 0.08257367461919785, 0.06983280181884766, 0.035351917147636414], [0.21208082139492035, 0.07878945022821426, 0.05841171741485596, -0.0014652033569291234, 0.017177216708660126, 0.07884878665208817, 0.0617465078830719, 0.04734182730317116], [0.2199406921863556, 0.0791175439953804, 0.07241412252187729, -0.00690385140478611, 0.034313466399908066, 0.0669468566775322, 0.052577096968889236, 0.060435157269239426], [0.2300753891468048, 0.08006364107131958, 0.08293832838535309, -0.012558605521917343, 0.04389886185526848, 0.052335336804389954, 0.04375268891453743, 0.04896450415253639], [0.22564655542373657, 0.10206965357065201, 0.07725062966346741, -0.0015594359720125794, 0.03551620990037918, 0.050500258803367615, 0.03882385417819023, 0.041534263640642166], [0.22500357031822205, 0.11025946587324142, 0.0840635672211647, -0.0051520527340471745, 0.03331649675965309, 0.03888990730047226, 0.06812652945518494, 0.05611724779009819], [0.1983257532119751, 0.09476421028375626, 0.06504996865987778, -0.00023903243709355593, 0.0362057164311409, 0.06969993561506271, 0.06404165923595428, 0.05916696414351463]], "network.4.bias": [0.0368875116109848, 0.04781974479556084, 0.04447362199425697, 0.03771093860268593, 0.04222138598561287, 0.03318154439330101, 0.058393921703100204, 0.043615225702524185], "network.6.weight": [[0.2014627754688263, 0.11817114800214767, 0.07084312289953232, -0.002179717645049095, 0.04329216480255127, 0.0592588372528553, 0.05225316807627678, 0.05199035629630089], [0.2095922827720642, 0.12002266943454742, 0.08414709568023682, -0.004431057721376419, 0.04516448825597763, 0.05610717087984085, 0.05726490542292595, 0.052674755454063416], [0.19620168209075928, 0.16889548301696777, 0.061110641807317734, 0.009998033754527569, 0.03624474257230759, 0.04528186842799187, 0.04000932350754738, 0.05817459151148796], [0.1835062950849533, 0.08140816539525986, 0.07236263900995255, 0.01332825142890215, 0.02693844586610794, 0.09184548258781433, 0.054949428886175156, 0.06370476633310318], [0.18183434009552002, 0.07895610481500626, 0.08193010091781616, 0.013175386935472488, 0.032796673476696014, 0.07600564509630203, 0.058570053428411484, 0.06563569605350494], [0.1787954419851303, 0.08024614304304123, 0.08647966384887695, 0.0040395911782979965, 0.03600075840950012, 0.06266630440950394, 0.06361229717731476, 0.044134993106126785], [0.17674389481544495, 0.10215898603200912, 0.07474277168512344, 0.00658776517957449, 0.0412716269493103, 0.050817281007766724, 0.051438745111227036, 0.06746543198823929], [0.16514116525650024, 0.06578118354082108, 0.07328721880912781, -0.007509758695960045, 0.028077729046344757, 0.07220588624477386, 0.04475576803088188, 0.06592698395252228]], "network.6.bias": [0.03987983241677284, 0.02670505829155445, 0.04305824264883995, 0.04739968851208687, 0.04512180760502815, 0.03845982998609543, 0.049490056931972504, 0.02286291867494583], "network.8.weight": [[0.16928516328334808, 0.08068358153104782, 0.07888466864824295, -0.010611445643007755, 0.03266466036438942, 0.08918015658855438, 0.0781821608543396, 0.06655623763799667], [0.17225013673305511, 0.07473582774400711, 0.08269098401069641, -0.0018085605697706342, 0.05226300656795502, 0.06118837371468544, 0.06557048857212067, 0.047976475208997726], [0.17202794551849365, 0.0831885114312172, 0.09034448862075806, 0.011980784125626087, 0.043673641979694366, 0.05876980349421501, 0.04738021269440651, 0.052016761153936386], [0.1741228997707367, 0.09596133977174759, 0.0820416808128357, -0.0003606613026931882, 0.034246355295181274, 0.04767535999417305, 0.04909199848771095, 0.04589268937706947], [0.17196547985076904, 0.09045986086130142, 0.08182911574840546, 0.0031815432012081146, 0.037429243326187134, 0.04467678815126419, 0.04777414724230766, 0.03951919451355934], [0.17086714506149292, 0.08462683856487274, 0.08581779897212982, 0.00636983010917902, 0.03753680735826492, 0.048562441021203995, 0.03957546874880791, 0.03962734714150429], [0.17491361498832703, 0.09005799144506454, 0.08229523152112961, 0.005754548124969006, 0.03274264931678772, 0.0467945821583271, 0.04603283479809761, 0.04210640862584114], [0.1777186095714569, 0.09167419373989105, 0.08426069468259811, 0.0043251849710941315, 0.03412141650915146, 0.047049302607774734, 0.03285245597362518, 0.0445498488843441]], "network.8.bias": [0.025926532223820686, 0.016877582296729088, 0.03415658697485924, 0.030946509912610054, 0.03357860818505287, 0.034862976521253586, 0.037864431738853455, 0.03219122812151909]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.583169, 0.324157, -0.128434, -0.313327, 0.354252], [0.485503, 0.050038, -0.443793, 0.336282, 0.174415], [-0.203507, -0.25561, 0.586279, -0.294179, -0.442998], [-0.049281, 0.207365, 0.380354, -0.12989, -0.639834], [-0.22611, -0.055525, 0.368883, -0.61266, 0.129888], [0.268662, -0.109094, 0.164002, 0.322567, 0.589892], [-0.299547, 0.244826, -0.037478, 0.106715, -0.198998], [0.420078, 0.189742, 0.189963, -0.233629, 0.502173]], "network.0.bias": [0.045638, -0.065513, 0.124836, 0.236053, 0.188961, 0.042574, -0.272711, -0.285009], "network.2.weight": [[0.400098, -0.107742, -0.422819, 0.177578, 0.325563, 0.052558, -0.002516, 0.55533], [0.273569, 0.315238, -0.237335, -0.360688, -0.028337, 0.275231, -0.528158, 0.48216], [0.266631, -0.257191, 0.020023, -0.1965, 0.052885, 0.052834, 0.028726, 0.039092], [-0.032454, 0.249158, -0.247905, -0.191149, -0.223281, 0.157293, -0.065837, 0.542304], [-0.544996, -0.53125, -0.091959, 0.329505, 0.179301, -0.021528, -0.335621, -0.245451], [-0.237984, 0.178175, -0.155492, 0.091398, 0.191543, -0.16397, 0.431913, -0.190996], [-0.599059, -0.132447, 0.476559, 0.078304, 0.342456, -0.000865, 0.252593, -0.126213], [-0.09481, -0.215453, 0.019014, 0.163676, -0.037313, -0.111066, 0.090758, -0.064283]], "network.2.bias": [-0.218597, 0.427122, -0.314445, 0.265278, 0.432934, -0.02472, 0.109669, 0.006172], "network.4.weight": [[0.435295, 0.526222, 0.045971, 0.414543, -0.422376, -0.279209, -0.420226, -0.30018], [0.363054, 0.197058, 0.29892, 0.244287, -0.352151, 0.215021, -0.151244, -0.075255], [0.091495, 0.403975, -0.121202, 0.15947, -0.236335, -0.341804, -0.409217, -0.09597], [-0.217988, -0.238172, -0.53463, -0.309874, 0.294766, -0.247804, 0.50536, -0.010987], [-0.141653, -0.13769, -0.072494, -0.017791, 0.138568, 0.242704, 0.031786, -0.192551], [0.005177, 0.27064, -0.250367, 0.127417, 0.00399, -0.373985, -0.281092, -0.061347], [-0.007925, -0.269784, 0.075842, 0.061854, 0.453691, 0.21442, 0.049183, 0.227719], [-0.127708, -0.17633, -0.203272, -0.111598, 0.107176, -0.182088, 0.489972, -0.140483]], "network.4.bias": [0.398614, -0.019216, 0.345737, 0.426271, -0.176553, 0.01271, -0.025905, -0.003338], "network.6.weight": [[-0.074964, -0.225413, -0.14436, 0.236132, -0.346323, -0.089264, -0.223246, 0.472], [0.376237, 0.220994, 0.509732, -0.252616, -0.254855, 0.157952, -0.336218, -0.141287], [0.202683, -0.090736, 0.160822, 0.160002, 0.414747, -0.372583, 0.00643, 0.407065], [0.036446, -0.455487, -0.24775, -0.030368, -0.357716, -0.058902, -0.198415, -0.109447], [0.495172, 0.338357, 0.208343, -0.115208, -0.193349, 0.576034, -0.215652, -0.088182], [0.523206, 0.247153, 0.0874, -0.554787, -0.363741, 0.040444, -0.320659, -0.296972], [0.075021, -0.122401, 0.306278, -0.571976, 0.043481, 0.066004, -0.312081, -0.456044], [0.524006, 0.367378, 0.201607, -0.329398, -0.271134, 0.331727, -0.136803, -0.064524]], "network.6.bias": [0.175916, 0.176713, -0.257059, -0.072624, -0.060134, 0.269219, 0.084519, 0.128181], "network.8.weight": [[-0.133185, -0.275318, -0.006092, 0.239316, -0.218702, 0.080102, -0.313703, -0.075848], [-0.332331, 0.105662, 0.209183, 0.124083, 0.480193, 0.337341, -0.088487, 0.329782], [0.417356, -0.02853, -0.130723, -0.18278, 0.21981, -0.274274, -0.035463, -0.113129], [-0.295493, 0.399546, -0.200918, 0.105533, 0.292347, 0.527236, -0.142624, 0.249735], [0.090552, 0.034988, 0.103628, 0.05396, 0.091974, -0.160408, -0.517531, -0.43883], [0.29465, 0.051266, -0.267571, -0.135239, 0.074709, 0.267257, -0.29874, 0.245711], [-0.128753, 0.367261, 0.226783, 0.114057, 0.236389, 0.326607, 0.42265, 0.286884], [0.111587, -0.181112, -0.124133, 0.30046, -0.131906, 0.121392, 0.101503, -0.354775]], "network.8.bias": [0.347666, -0.061008, -0.208787, 0.187248, 0.363012, -0.233388, 0.218885, 0.277403], "network.10.weight": [[0.225196, -0.201268, 0.320288, -0.423218, 0.148873, -0.126972, -0.477338, 0.211027]], "network.10.bias": [0.192184]}
|
{"alternating": {"accuracy": 0.8107142857142857, "precision": 0.07692307692307693, "recall": 0.15, "f1": 0.1016949152542373, "tp": 15, "fp": 180, "fn": 85, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8664285714285714, "precision": 0.27692307692307694, "recall": 0.54, "f1": 0.3661016949152543, "tp": 54, "fp": 141, "fn": 46, "tn": 1159, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8607142857142858, "precision": 0.2564102564102564, "recall": 0.5, "f1": 0.3389830508474576, "tp": 50, "fp": 145, "fn": 50, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8135714285714286, "precision": 0.08717948717948718, "recall": 0.17, "f1": 0.11525423728813558, "tp": 17, "fp": 178, "fn": 83, "tn": 1122, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.795, "precision": 0.020512820512820513, "recall": 0.04, "f1": 0.02711864406779661, "tp": 4, "fp": 191, "fn": 96, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.866, "precision": 0.32525951557093424, "recall": 0.94, "f1": 0.4832904884318765, "tp": 94, "fp": 195, "fn": 6, "tn": 1205, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7921428571428571, "precision": 0.010256410256410256, "recall": 0.02, "f1": 0.013559322033898305, "tp": 2, "fp": 193, "fn": 98, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8164285714285714, "precision": 0.09743589743589744, "recall": 0.19, "f1": 0.12881355932203392, "tp": 19, "fp": 176, "fn": 81, "tn": 1124, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8136428571428572, "macro_precision": 0.0909983903063488, "macro_recall": 0.1992857142857143, "macro_f1": 0.1241091268976764, "micro_accuracy": 0.8139086294416243, "micro_precision": 0.09879603399433427, "micro_recall": 0.1992857142857143, "micro_f1": 0.1321022727272727}}
|
{"network.0.weight": [[0.11316168308258057, 0.08691360056400299, 0.04450015723705292, 0.08646280318498611, -0.00036306370748206973], [-0.018218429759144783, -0.07156084477901459, 0.019508004188537598, 0.130267933011055, 0.08386750519275665], [0.10438104718923569, -0.014566448517143726, 0.08645272254943848, -0.0029306700453162193, -0.07766705006361008], [0.14002661406993866, 0.08541102707386017, 0.03703111782670021, 0.13963563740253448, -0.027309942990541458], [0.0003304415149614215, -0.07097867131233215, 0.03911628946661949, 0.15967102348804474, 0.08252324163913727], [0.13057011365890503, -0.04711272567510605, 0.06666826456785202, 0.00044027238618582487, -0.061544157564640045], [0.15868118405342102, 0.0515282042324543, 0.0050323097966611385, 0.16631117463111877, -0.04561740532517433], [0.010945756919682026, -0.011647460050880909, 0.09003914147615433, 0.10019032657146454, 0.059327397495508194]], "network.0.bias": [0.07716085761785507, 0.03467303514480591, 0.02745641954243183, 0.08365579694509506, 0.024053869768977165, 0.06820081174373627, 0.08497022092342377, 0.006163818296045065], "network.10.weight": [[0.2596338987350464, -0.01439730729907751, 0.11288696527481079, -0.02072875387966633, -0.004591659642755985, 0.08535785973072052, 0.09121081233024597, 0.06909395009279251]], "network.10.bias": [0.03191843256354332], "network.2.weight": [[0.2589070796966553, 0.0018459029961377382, 0.08787188678979874, -0.026480499655008316, -0.017034515738487244, 0.08293597400188446, 0.08698122203350067, 0.03642754629254341], [0.22923557460308075, -0.0036940283607691526, 0.07297147810459137, -0.02245338074862957, 0.004780764691531658, 0.08463447540998459, 0.07225935906171799, 0.08695180714130402], [0.2281588613986969, -0.0010149076115339994, 0.07163029909133911, -0.02353012189269066, -0.06024496629834175, 0.08626189827919006, 0.05834523215889931, 0.05917928367853165], [0.2407703995704651, 0.005031808745115995, 0.07697878777980804, -0.024818429723381996, -0.0031315432861447334, 0.09315163642168045, 0.048381414264440536, 0.06763248890638351], [0.24425813555717468, -0.00526391388848424, 0.07801592350006104, -0.02238750271499157, 0.00907870288938284, 0.09378234297037125, 0.061381995677948, 0.05366376042366028], [0.2415253221988678, 0.012942680157721043, 0.08317957073450089, -0.020480995997786522, 0.013338795863091946, 0.055717211216688156, 0.039178457111120224, 0.048309605568647385], [0.23405051231384277, 0.020730651915073395, 0.06872715801000595, -0.007045025937259197, 0.02244812250137329, 0.07686616480350494, 0.036663491278886795, 0.07525357604026794], [0.2209375649690628, 0.001986262621358037, 0.08101613074541092, -0.019332939758896828, 0.03086591511964798, 0.06416670978069305, 0.02735953964293003, 0.036386553198099136]], "network.2.bias": [0.028243016451597214, 0.01775262877345085, 0.012232298962771893, 0.018049342557787895, 0.0037116645835340023, 0.02120322175323963, 0.029873088002204895, 0.02954176254570484], "network.4.weight": [[0.2192302644252777, 0.024854183197021484, 0.0756550133228302, -0.019633058458566666, 0.050352081656455994, 0.07254225760698318, 0.02298661880195141, 0.055891696363687515], [0.2059464454650879, 0.043254826217889786, 0.07285931706428528, -0.005171674303710461, 0.03738505393266678, 0.07485467940568924, 0.005801508668810129, 0.045664023607969284], [0.1931433528661728, 0.05295628309249878, 0.0732199177145958, -0.00733699556440115, 0.03543390333652496, 0.06920362263917923, -0.002014645840972662, 0.055339958518743515], [0.1958429366350174, 0.05124671384692192, 0.08772768080234528, -0.0098031060770154, 0.049561407417058945, 0.05799293890595436, -0.00254367059096694, 0.06875315308570862], [0.19864317774772644, 0.046102944761514664, 0.09747426211833954, -0.01187582965940237, 0.05783333629369736, 0.04645958170294762, -0.021250242367386818, 0.05709422007203102], [0.19926635921001434, 0.07119552046060562, 0.09173834323883057, -0.004763724282383919, 0.0507848896086216, 0.043144214898347855, -0.01786925457417965, 0.04816198721528053], [0.1972840279340744, 0.07706304639577866, 0.10014591366052628, -0.0063235098496079445, 0.049468714743852615, 0.0325850285589695, 0.010793517343699932, 0.06247037276625633], [0.1874118447303772, 0.06993057578802109, 0.0766560360789299, -0.0066534606739878654, 0.0507122203707695, 0.061576876789331436, 0.006934224162250757, 0.06473203003406525]], "network.4.bias": [0.034669291228055954, 0.04725406691431999, 0.04599222168326378, 0.04152875021100044, 0.04748257249593735, 0.03973760828375816, 0.06221723183989525, 0.04847658425569534], "network.6.weight": [[0.18907856941223145, 0.08968844264745712, 0.08313392847776413, -0.005993979051709175, 0.05795588344335556, 0.051661547273397446, -0.0018048224737867713, 0.057743512094020844], [0.19196346402168274, 0.08951608091592789, 0.09542948007583618, -0.006931908428668976, 0.06123243272304535, 0.04942869767546654, 0.002363769803196192, 0.058289457112550735], [0.185553178191185, 0.13664034008979797, 0.07326482236385345, 0.006710418500006199, 0.053963158279657364, 0.038858331739902496, -0.007659365888684988, 0.060845036059617996], [0.19136402010917664, 0.06528585404157639, 0.08035894483327866, 0.00196645874530077, 0.048482269048690796, 0.07890885323286057, 0.011342166922986507, 0.06345846503973007], [0.19486364722251892, 0.06107287108898163, 0.08999287337064743, 0.0031998413614928722, 0.05101075768470764, 0.0681074932217598, 0.020142363384366035, 0.06537768244743347], [0.1889737844467163, 0.060666218400001526, 0.09412340074777603, -0.002988021820783615, 0.053780823945999146, 0.05666825547814369, 0.020807115361094475, 0.0447547510266304], [0.1860770583152771, 0.08097467571496964, 0.08560159057378769, -0.00036494305822998285, 0.05766408145427704, 0.04400178790092468, 0.023671159520745277, 0.0692497193813324], [0.18579474091529846, 0.049165140837430954, 0.07846283912658691, -0.016961421817541122, 0.04560583829879761, 0.0643988624215126, 0.022949757054448128, 0.0684242993593216]], "network.6.bias": [0.046311188489198685, 0.034238532185554504, 0.049338482320308685, 0.05441826954483986, 0.051188431680202484, 0.046521108597517014, 0.05446137487888336, 0.03206229582428932], "network.8.weight": [[0.18596228957176208, 0.06352829188108444, 0.08164364099502563, -0.020220892503857613, 0.05060092732310295, 0.08401353657245636, 0.07041290402412415, 0.06945733726024628], [0.1851821094751358, 0.052863407880067825, 0.08415742963552475, -0.009832999669015408, 0.0679774135351181, 0.05648183450102806, 0.06164947524666786, 0.05224093049764633], [0.18315273523330688, 0.0608578585088253, 0.08959941565990448, 0.005436134524643421, 0.06113702803850174, 0.0522192008793354, 0.008783268742263317, 0.053977370262145996], [0.18157097697257996, 0.07743965089321136, 0.09148873388767242, -0.007783534005284309, 0.05243586376309395, 0.04051920399069786, 0.014041761867702007, 0.04664257541298866], [0.18277734518051147, 0.07388940453529358, 0.09026245027780533, -0.004527343437075615, 0.05591258406639099, 0.03684587404131889, 0.017890000715851784, 0.04046627879142761], [0.17955607175827026, 0.07022000849246979, 0.09211994707584381, -0.0018210458802059293, 0.05574050173163414, 0.03809506818652153, 0.009094531647861004, 0.04147690534591675], [0.1849413514137268, 0.07532016932964325, 0.0888817310333252, -0.0024076951667666435, 0.0513324998319149, 0.03670620918273926, 0.010590973310172558, 0.04331102594733238], [0.18592119216918945, 0.07741544395685196, 0.09238013625144958, -0.003778785467147827, 0.051751185208559036, 0.03742614760994911, -0.0009734978666529059, 0.047692615538835526]], "network.8.bias": [0.035424504429101944, 0.028201999142766, 0.04546104744076729, 0.04287580028176308, 0.04730875417590141, 0.047151368111371994, 0.05076507851481438, 0.04421016946434975]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.583169, 0.324157, -0.128434, -0.313327, 0.354252], [0.485503, 0.050038, -0.443793, 0.336282, 0.174415], [-0.203507, -0.25561, 0.586279, -0.294179, -0.442998], [-0.049281, 0.207365, 0.380354, -0.12989, -0.639834], [-0.22611, -0.055525, 0.368883, -0.61266, 0.129888], [0.268662, -0.109094, 0.164002, 0.322567, 0.589892], [-0.299547, 0.244826, -0.037478, 0.106715, -0.198998], [0.420078, 0.189742, 0.189963, -0.233629, 0.502173]], "network.0.bias": [0.045638, -0.065513, 0.124836, 0.236053, 0.188961, 0.042574, -0.272711, -0.285009], "network.2.weight": [[0.400098, -0.107742, -0.422819, 0.177578, 0.325563, 0.052558, -0.002516, 0.55533], [0.273569, 0.315238, -0.237335, -0.360688, -0.028337, 0.275231, -0.528158, 0.48216], [0.266631, -0.257191, 0.020023, -0.1965, 0.052885, 0.052834, 0.028726, 0.039092], [-0.032454, 0.249158, -0.247905, -0.191149, -0.223281, 0.157293, -0.065837, 0.542304], [-0.544996, -0.53125, -0.091959, 0.329505, 0.179301, -0.021528, -0.335621, -0.245451], [-0.237984, 0.178175, -0.155492, 0.091398, 0.191543, -0.16397, 0.431913, -0.190996], [-0.599059, -0.132447, 0.476559, 0.078304, 0.342456, -0.000865, 0.252593, -0.126213], [-0.09481, -0.215453, 0.019014, 0.163676, -0.037313, -0.111066, 0.090758, -0.064283]], "network.2.bias": [-0.218597, 0.427122, -0.314445, 0.265278, 0.432934, -0.02472, 0.109669, 0.006172], "network.4.weight": [[0.435295, 0.526222, 0.045971, 0.414543, -0.422376, -0.279209, -0.420226, -0.30018], [0.363054, 0.197058, 0.29892, 0.244287, -0.352151, 0.215021, -0.151244, -0.075255], [0.091495, 0.403975, -0.121202, 0.15947, -0.236335, -0.341804, -0.409217, -0.09597], [-0.217988, -0.238172, -0.53463, -0.309874, 0.294766, -0.247804, 0.50536, -0.010987], [-0.141653, -0.13769, -0.072494, -0.017791, 0.138568, 0.242704, 0.031786, -0.192551], [0.005177, 0.27064, -0.250367, 0.127417, 0.00399, -0.373985, -0.281092, -0.061347], [-0.007925, -0.269784, 0.075842, 0.061854, 0.453691, 0.21442, 0.049183, 0.227719], [-0.127708, -0.17633, -0.203272, -0.111598, 0.107176, -0.182088, 0.489972, -0.140483]], "network.4.bias": [0.398614, -0.019216, 0.345737, 0.426271, -0.176553, 0.01271, -0.025905, -0.003338], "network.6.weight": [[-0.074964, -0.225413, -0.14436, 0.236132, -0.346323, -0.089264, -0.223246, 0.472], [0.376237, 0.220994, 0.509732, -0.252616, -0.254855, 0.157952, -0.336218, -0.141287], [0.202683, -0.090736, 0.160822, 0.160002, 0.414747, -0.372583, 0.00643, 0.407065], [0.036446, -0.455487, -0.24775, -0.030368, -0.357716, -0.058902, -0.198415, -0.109447], [0.495172, 0.338357, 0.208343, -0.115208, -0.193349, 0.576034, -0.215652, -0.088182], [0.523206, 0.247153, 0.0874, -0.554787, -0.363741, 0.040444, -0.320659, -0.296972], [0.075021, -0.122401, 0.306278, -0.571976, 0.043481, 0.066004, -0.312081, -0.456044], [0.524006, 0.367378, 0.201607, -0.329398, -0.271134, 0.331727, -0.136803, -0.064524]], "network.6.bias": [0.175916, 0.176713, -0.257059, -0.072624, -0.060134, 0.269219, 0.084519, 0.128181], "network.8.weight": [[-0.133185, -0.275318, -0.006092, 0.239316, -0.218702, 0.080102, -0.313703, -0.075848], [-0.332331, 0.105662, 0.209183, 0.124083, 0.480193, 0.337341, -0.088487, 0.329782], [0.417356, -0.02853, -0.130723, -0.18278, 0.21981, -0.274274, -0.035463, -0.113129], [-0.295493, 0.399546, -0.200918, 0.105533, 0.292347, 0.527236, -0.142624, 0.249735], [0.090552, 0.034988, 0.103628, 0.05396, 0.091974, -0.160408, -0.517531, -0.43883], [0.29465, 0.051266, -0.267571, -0.135239, 0.074709, 0.267257, -0.29874, 0.245711], [-0.128753, 0.367261, 0.226783, 0.114057, 0.236389, 0.326607, 0.42265, 0.286884], [0.111587, -0.181112, -0.124133, 0.30046, -0.131906, 0.121392, 0.101503, -0.354775]], "network.8.bias": [0.347666, -0.061008, -0.208787, 0.187248, 0.363012, -0.233388, 0.218885, 0.277403], "network.10.weight": [[0.225196, -0.201268, 0.320288, -0.423218, 0.148873, -0.126972, -0.477338, 0.211027]], "network.10.bias": [0.192184]}
|
{"alternating": {"accuracy": 0.8107142857142857, "precision": 0.07692307692307693, "recall": 0.15, "f1": 0.1016949152542373, "tp": 15, "fp": 180, "fn": 85, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8664285714285714, "precision": 0.27692307692307694, "recall": 0.54, "f1": 0.3661016949152543, "tp": 54, "fp": 141, "fn": 46, "tn": 1159, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8607142857142858, "precision": 0.2564102564102564, "recall": 0.5, "f1": 0.3389830508474576, "tp": 50, "fp": 145, "fn": 50, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8135714285714286, "precision": 0.08717948717948718, "recall": 0.17, "f1": 0.11525423728813558, "tp": 17, "fp": 178, "fn": 83, "tn": 1122, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.795, "precision": 0.020512820512820513, "recall": 0.04, "f1": 0.02711864406779661, "tp": 4, "fp": 191, "fn": 96, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.866, "precision": 0.32525951557093424, "recall": 0.94, "f1": 0.4832904884318765, "tp": 94, "fp": 195, "fn": 6, "tn": 1205, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7921428571428571, "precision": 0.010256410256410256, "recall": 0.02, "f1": 0.013559322033898305, "tp": 2, "fp": 193, "fn": 98, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8164285714285714, "precision": 0.09743589743589744, "recall": 0.19, "f1": 0.12881355932203392, "tp": 19, "fp": 176, "fn": 81, "tn": 1124, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8136428571428572, "macro_precision": 0.0909983903063488, "macro_recall": 0.1992857142857143, "macro_f1": 0.1241091268976764, "micro_accuracy": 0.8139086294416243, "micro_precision": 0.09879603399433427, "micro_recall": 0.1992857142857143, "micro_f1": 0.1321022727272727}}
|
{"network.0.weight": [[0.07670699805021286, 0.049526896327733994, 0.02869272604584694, 0.10498706251382828, 0.021700594574213028], [-0.023606017231941223, -0.07059026509523392, 0.016967112198472023, 0.0984577089548111, 0.04954017698764801], [0.11645238101482391, 0.006528634112328291, 0.08192949742078781, -0.006452654488384724, -0.07891232520341873], [0.1135876253247261, 0.055324818938970566, 0.02217620052397251, 0.1411905586719513, -0.00958928931504488], [2.2823805920779705e-05, -0.07531486451625824, 0.03632448986172676, 0.12555892765522003, 0.060468386858701706], [0.1407029628753662, -0.03408437967300415, 0.06720496714115143, 0.000740230898372829, -0.06750790029764175], [0.11638569831848145, 0.03754248470067978, -0.0024847188033163548, 0.16271954774856567, -0.031749848276376724], [0.0057180458679795265, -0.015932176262140274, 0.09043557941913605, 0.08624649792909622, 0.04629639908671379]], "network.0.bias": [0.07339894026517868, 0.018640974536538124, 0.024985212832689285, 0.0801764577627182, 0.012702246196568012, 0.06325621157884598, 0.08730039745569229, -0.0016391598619520664], "network.10.weight": [[0.22936305403709412, -0.0049218409694731236, 0.11082974076271057, -0.022132761776447296, -0.00860914308577776, 0.09038066118955612, 0.08167779445648193, 0.057352401316165924]], "network.10.bias": [0.02484852448105812], "network.2.weight": [[0.23159584403038025, 0.009461983107030392, 0.08611850440502167, -0.02715078927576542, -0.01849556341767311, 0.0875510647892952, 0.07813654839992523, 0.02983906865119934], [0.20949313044548035, -0.0012408539187163115, 0.07142813503742218, -0.0228679571300745, 0.005429348908364773, 0.08822803944349289, 0.060261305421590805, 0.08467277884483337], [0.2100526988506317, -0.0031250312458723783, 0.0756157785654068, -0.019724752753973007, -0.05948811396956444, 0.08794861286878586, 0.04923633858561516, 0.05710625648498535], [0.22213196754455566, 0.0027605213690549135, 0.07852917909622192, -0.02346935123205185, -0.0028131166473031044, 0.09566695988178253, 0.03834887593984604, 0.06833131611347198], [0.22532197833061218, -0.009158146567642689, 0.08147326111793518, -0.020510179921984673, 0.007896129973232746, 0.09544312953948975, 0.05219244211912155, 0.05261654779314995], [0.22892451286315918, 0.005308106075972319, 0.08577334880828857, -0.01842997409403324, 0.015212013386189938, 0.054981961846351624, 0.029937857761979103, 0.04958609119057655], [0.2209526002407074, 0.014580926857888699, 0.07031030207872391, -0.00810250174254179, 0.02134431153535843, 0.07794862240552902, 0.025899117812514305, 0.08132043480873108], [0.2099771797657013, -0.006347703281790018, 0.0854722335934639, -0.019858410581946373, 0.028343357145786285, 0.0670824870467186, 0.016259877011179924, 0.04081963375210762]], "network.2.bias": [0.02046121098101139, 0.00908873975276947, 0.004901594948023558, 0.011977025307714939, -0.005054181907325983, 0.014240744523704052, 0.023073315620422363, 0.022291861474514008], "network.4.weight": [[0.2081097811460495, 0.020511798560619354, 0.07714691758155823, -0.019932573661208153, 0.050383392721414566, 0.0712340772151947, 0.0112826032564044, 0.060202255845069885], [0.1986691653728485, 0.035344198346138, 0.07465878874063492, -0.005391445942223072, 0.03861819952726364, 0.07415859401226044, -0.006356639321893454, 0.0506240651011467], [0.18832269310951233, 0.047025326639413834, 0.07416292279958725, -0.007637188769876957, 0.036330271512269974, 0.06893555074930191, -0.013439727015793324, 0.06224658712744713], [0.18789853155612946, 0.04494677484035492, 0.088921457529068, -0.012187096290290356, 0.04961535707116127, 0.05853680893778801, -0.013405506499111652, 0.07872825860977173], [0.18787544965744019, 0.03811630606651306, 0.09852888435125351, -0.015736501663923264, 0.056569479405879974, 0.04724913462996483, -0.033280741423368454, 0.0683046281337738], [0.19051674008369446, 0.06378839164972305, 0.09160567075014114, -0.00960926990956068, 0.05032411217689514, 0.043614547699689865, -0.02836505137383938, 0.06088193878531456], [0.18928983807563782, 0.06858231872320175, 0.09877040237188339, -0.011698530055582523, 0.04901345446705818, 0.0332370288670063, -0.005123173352330923, 0.06823969632387161], [0.1799936443567276, 0.06486590951681137, 0.07874705642461777, -0.01094798557460308, 0.05035768821835518, 0.060567352920770645, -0.009002105332911015, 0.07211470603942871]], "network.4.bias": [0.026986462995409966, 0.03912549093365669, 0.03764968737959862, 0.033915404230356216, 0.03971046209335327, 0.033075690269470215, 0.05449043586850166, 0.04113442823290825], "network.6.weight": [[0.181379035115242, 0.08473125845193863, 0.08457780629396439, -0.011143597774207592, 0.056679867208004, 0.05037674680352211, -0.01646953634917736, 0.06698966771364212], [0.18251633644104004, 0.08423689752817154, 0.09538674354553223, -0.012844675220549107, 0.05938994884490967, 0.04804163798689842, -0.011720527894794941, 0.06840764731168747], [0.17783087491989136, 0.13163229823112488, 0.07203887403011322, -0.0008091452764347196, 0.052442800253629684, 0.03908140957355499, -0.019382523372769356, 0.06213391199707985], [0.17900611460208893, 0.06249461695551872, 0.07849682867527008, -0.0033394331112504005, 0.048122018575668335, 0.07635579258203506, -0.0026825270615518093, 0.06632359325885773], [0.1844179481267929, 0.0581529401242733, 0.0875387117266655, -0.0021105287596583366, 0.05112170800566673, 0.06593314558267593, 0.005153974983841181, 0.06944268941879272], [0.17779844999313354, 0.05736822262406349, 0.09174475073814392, -0.007903005927801132, 0.05279199779033661, 0.05444743484258652, 0.00679764011874795, 0.049737896770238876], [0.17671076953411102, 0.07813585549592972, 0.08264261484146118, -0.007149458862841129, 0.055912263691425323, 0.04211506247520447, 0.008854172192513943, 0.06864865869283676], [0.17229366302490234, 0.04826324060559273, 0.07631620019674301, -0.02216385491192341, 0.04344925284385681, 0.06120056286454201, 0.008310097269713879, 0.06825990974903107]], "network.6.bias": [0.04028494283556938, 0.027195828035473824, 0.04508757218718529, 0.050176531076431274, 0.04740038514137268, 0.042845312505960464, 0.05195135995745659, 0.03145096078515053], "network.8.weight": [[0.17389079928398132, 0.062461499124765396, 0.07868121564388275, -0.02634567953646183, 0.04720411077141762, 0.08134931325912476, 0.054927051067352295, 0.06963161379098892], [0.17808128893375397, 0.05125298723578453, 0.08028599619865417, -0.017373140901327133, 0.06411302834749222, 0.053276993334293365, 0.046937476843595505, 0.05295465514063835], [0.17527790367603302, 0.059829141944646835, 0.08445040881633759, -0.002629871480166912, 0.05639483034610748, 0.04975336790084839, -0.005493862088769674, 0.058882977813482285], [0.1714196801185608, 0.07516269385814667, 0.08848227560520172, -0.015658460557460785, 0.04895656928420067, 0.03945272043347359, -0.00048415118362754583, 0.05079174414277077], [0.17215633392333984, 0.07170508056879044, 0.08709532767534256, -0.012103721499443054, 0.052283868193626404, 0.0354280024766922, 0.004004667047411203, 0.04412258043885231], [0.16978824138641357, 0.06795162707567215, 0.08828943222761154, -0.009303492493927479, 0.05146932601928711, 0.03689536079764366, -0.004304287489503622, 0.04544780030846596], [0.17364440858364105, 0.07312815636396408, 0.08514319360256195, -0.009932867251336575, 0.04718753322958946, 0.03571875020861626, -0.0029609701596200466, 0.04820792376995087], [0.17553800344467163, 0.07541826367378235, 0.08849143236875534, -0.01144197303801775, 0.047849807888269424, 0.03661530837416649, -0.014051646925508976, 0.051431842148303986]], "network.8.bias": [0.035890597850084305, 0.02931385301053524, 0.043217264115810394, 0.04103798046708107, 0.046156145632267, 0.045693039894104004, 0.04897696524858475, 0.04178993031382561]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.583169, 0.324157, -0.128434, -0.313327, 0.354252], [0.485503, 0.050038, -0.443793, 0.336282, 0.174415], [-0.203507, -0.25561, 0.586279, -0.294179, -0.442998], [-0.049281, 0.207365, 0.380354, -0.12989, -0.639834], [-0.22611, -0.055525, 0.368883, -0.61266, 0.129888], [0.268662, -0.109094, 0.164002, 0.322567, 0.589892], [-0.299547, 0.244826, -0.037478, 0.106715, -0.198998], [0.420078, 0.189742, 0.189963, -0.233629, 0.502173]], "network.0.bias": [0.045638, -0.065513, 0.124836, 0.236053, 0.188961, 0.042574, -0.272711, -0.285009], "network.2.weight": [[0.400098, -0.107742, -0.422819, 0.177578, 0.325563, 0.052558, -0.002516, 0.55533], [0.273569, 0.315238, -0.237335, -0.360688, -0.028337, 0.275231, -0.528158, 0.48216], [0.266631, -0.257191, 0.020023, -0.1965, 0.052885, 0.052834, 0.028726, 0.039092], [-0.032454, 0.249158, -0.247905, -0.191149, -0.223281, 0.157293, -0.065837, 0.542304], [-0.544996, -0.53125, -0.091959, 0.329505, 0.179301, -0.021528, -0.335621, -0.245451], [-0.237984, 0.178175, -0.155492, 0.091398, 0.191543, -0.16397, 0.431913, -0.190996], [-0.599059, -0.132447, 0.476559, 0.078304, 0.342456, -0.000865, 0.252593, -0.126213], [-0.09481, -0.215453, 0.019014, 0.163676, -0.037313, -0.111066, 0.090758, -0.064283]], "network.2.bias": [-0.218597, 0.427122, -0.314445, 0.265278, 0.432934, -0.02472, 0.109669, 0.006172], "network.4.weight": [[0.435295, 0.526222, 0.045971, 0.414543, -0.422376, -0.279209, -0.420226, -0.30018], [0.363054, 0.197058, 0.29892, 0.244287, -0.352151, 0.215021, -0.151244, -0.075255], [0.091495, 0.403975, -0.121202, 0.15947, -0.236335, -0.341804, -0.409217, -0.09597], [-0.217988, -0.238172, -0.53463, -0.309874, 0.294766, -0.247804, 0.50536, -0.010987], [-0.141653, -0.13769, -0.072494, -0.017791, 0.138568, 0.242704, 0.031786, -0.192551], [0.005177, 0.27064, -0.250367, 0.127417, 0.00399, -0.373985, -0.281092, -0.061347], [-0.007925, -0.269784, 0.075842, 0.061854, 0.453691, 0.21442, 0.049183, 0.227719], [-0.127708, -0.17633, -0.203272, -0.111598, 0.107176, -0.182088, 0.489972, -0.140483]], "network.4.bias": [0.398614, -0.019216, 0.345737, 0.426271, -0.176553, 0.01271, -0.025905, -0.003338], "network.6.weight": [[-0.074964, -0.225413, -0.14436, 0.236132, -0.346323, -0.089264, -0.223246, 0.472], [0.376237, 0.220994, 0.509732, -0.252616, -0.254855, 0.157952, -0.336218, -0.141287], [0.202683, -0.090736, 0.160822, 0.160002, 0.414747, -0.372583, 0.00643, 0.407065], [0.036446, -0.455487, -0.24775, -0.030368, -0.357716, -0.058902, -0.198415, -0.109447], [0.495172, 0.338357, 0.208343, -0.115208, -0.193349, 0.576034, -0.215652, -0.088182], [0.523206, 0.247153, 0.0874, -0.554787, -0.363741, 0.040444, -0.320659, -0.296972], [0.075021, -0.122401, 0.306278, -0.571976, 0.043481, 0.066004, -0.312081, -0.456044], [0.524006, 0.367378, 0.201607, -0.329398, -0.271134, 0.331727, -0.136803, -0.064524]], "network.6.bias": [0.175916, 0.176713, -0.257059, -0.072624, -0.060134, 0.269219, 0.084519, 0.128181], "network.8.weight": [[-0.133185, -0.275318, -0.006092, 0.239316, -0.218702, 0.080102, -0.313703, -0.075848], [-0.332331, 0.105662, 0.209183, 0.124083, 0.480193, 0.337341, -0.088487, 0.329782], [0.417356, -0.02853, -0.130723, -0.18278, 0.21981, -0.274274, -0.035463, -0.113129], [-0.295493, 0.399546, -0.200918, 0.105533, 0.292347, 0.527236, -0.142624, 0.249735], [0.090552, 0.034988, 0.103628, 0.05396, 0.091974, -0.160408, -0.517531, -0.43883], [0.29465, 0.051266, -0.267571, -0.135239, 0.074709, 0.267257, -0.29874, 0.245711], [-0.128753, 0.367261, 0.226783, 0.114057, 0.236389, 0.326607, 0.42265, 0.286884], [0.111587, -0.181112, -0.124133, 0.30046, -0.131906, 0.121392, 0.101503, -0.354775]], "network.8.bias": [0.347666, -0.061008, -0.208787, 0.187248, 0.363012, -0.233388, 0.218885, 0.277403], "network.10.weight": [[0.225196, -0.201268, 0.320288, -0.423218, 0.148873, -0.126972, -0.477338, 0.211027]], "network.10.bias": [0.192184]}
|
{"alternating": {"accuracy": 0.8107142857142857, "precision": 0.07692307692307693, "recall": 0.15, "f1": 0.1016949152542373, "tp": 15, "fp": 180, "fn": 85, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8664285714285714, "precision": 0.27692307692307694, "recall": 0.54, "f1": 0.3661016949152543, "tp": 54, "fp": 141, "fn": 46, "tn": 1159, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8607142857142858, "precision": 0.2564102564102564, "recall": 0.5, "f1": 0.3389830508474576, "tp": 50, "fp": 145, "fn": 50, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8135714285714286, "precision": 0.08717948717948718, "recall": 0.17, "f1": 0.11525423728813558, "tp": 17, "fp": 178, "fn": 83, "tn": 1122, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.795, "precision": 0.020512820512820513, "recall": 0.04, "f1": 0.02711864406779661, "tp": 4, "fp": 191, "fn": 96, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.866, "precision": 0.32525951557093424, "recall": 0.94, "f1": 0.4832904884318765, "tp": 94, "fp": 195, "fn": 6, "tn": 1205, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7921428571428571, "precision": 0.010256410256410256, "recall": 0.02, "f1": 0.013559322033898305, "tp": 2, "fp": 193, "fn": 98, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8164285714285714, "precision": 0.09743589743589744, "recall": 0.19, "f1": 0.12881355932203392, "tp": 19, "fp": 176, "fn": 81, "tn": 1124, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8136428571428572, "macro_precision": 0.0909983903063488, "macro_recall": 0.1992857142857143, "macro_f1": 0.1241091268976764, "micro_accuracy": 0.8139086294416243, "micro_precision": 0.09879603399433427, "micro_recall": 0.1992857142857143, "micro_f1": 0.1321022727272727}}
|
{"network.0.weight": [[0.07220971584320068, 0.11299949884414673, 0.06478849053382874, 0.09138711541891098, 0.024312768131494522], [-0.033768344670534134, -0.07893349230289459, 0.025935092940926552, 0.09252341091632843, 0.1008683443069458], [0.10432247817516327, 0.015495537780225277, 0.10592882335186005, -0.010701127350330353, -0.09544695913791656], [0.08649161458015442, 0.09012710303068161, 0.061990465968847275, 0.15000484883785248, 0.010133090429008007], [-0.0033397525548934937, -0.09593451768159866, 0.029503457248210907, 0.09864884614944458, 0.07214456796646118], [0.13882912695407867, 0.006363071035593748, 0.08392059803009033, 0.0016752671217545867, -0.09289183467626572], [0.09461842477321625, 0.04349326714873314, 0.0273361187428236, 0.20348131656646729, 0.006032244767993689], [0.004716808907687664, -0.045935843139886856, 0.08040236681699753, 0.04520213603973389, 0.049835238605737686]], "network.0.bias": [0.09226863831281662, 0.05574802681803703, 0.024080799892544746, 0.10500166565179825, 0.05208749696612358, 0.05021440610289574, 0.11545562744140625, 0.013965827412903309], "network.10.weight": [[0.3186238408088684, 0.02342943847179413, 0.13717345893383026, -0.021811725571751595, -0.0417308509349823, 0.09857385605573654, 0.047566164284944534, 0.05364464968442917]], "network.10.bias": [0.03667653724551201], "network.2.weight": [[0.3077755570411682, 0.03711309656500816, 0.11213032901287079, -0.023181242868304253, -0.056731268763542175, 0.09884331375360489, 0.06256714463233948, 0.013849204406142235], [0.26760363578796387, 0.035432204604148865, 0.08978039026260376, -0.017916591838002205, -0.03045133501291275, 0.10070373117923737, 0.08098138868808746, 0.0610908605158329], [0.2619464695453644, 0.049791354686021805, 0.07053513824939728, -0.024381401017308235, -0.09902038425207138, 0.09803620725870132, 0.06578066945075989, 0.03663146123290062], [0.2732412815093994, 0.04881710186600685, 0.07628562301397324, -0.01875961571931839, -0.03850583732128143, 0.10623098909854889, 0.06435176730155945, 0.046838514506816864], [0.2823524475097656, 0.04515167325735092, 0.07045721262693405, -0.019991900771856308, -0.021402083337306976, 0.09973397105932236, 0.08146122097969055, 0.03301649168133736], [0.25273391604423523, 0.062358882278203964, 0.06436031311750412, -0.01093236543238163, -0.020350776612758636, 0.06028563901782036, 0.06490235030651093, 0.031149398535490036], [0.25987377762794495, 0.06417730450630188, 0.05240287631750107, 0.003985312767326832, -0.004508086480200291, 0.07940802723169327, 0.06723497062921524, 0.053502801805734634], [0.2434689998626709, 0.062487777322530746, 0.05753359571099281, -0.014459481462836266, 0.00833850260823965, 0.05603547766804695, 0.06223173066973686, 0.020248785614967346]], "network.2.bias": [0.026903493329882622, 0.02036319114267826, 0.011971515603363514, 0.018045945093035698, 0.01694255881011486, 0.03339366242289543, 0.04095907136797905, 0.04616148769855499], "network.4.weight": [[0.246031254529953, 0.06593851745128632, 0.05516248568892479, -0.01649283803999424, 0.02207084372639656, 0.07515855878591537, 0.06547251343727112, 0.041048090904951096], [0.21926772594451904, 0.09647298604249954, 0.047388266772031784, 0.0021987883374094963, 0.007235749624669552, 0.07683364301919937, 0.05991552025079727, 0.03250535950064659], [0.19909772276878357, 0.10061036050319672, 0.05159710347652435, 0.0007383943302556872, 0.001751950941979885, 0.07401422411203384, 0.050447333604097366, 0.0458209328353405], [0.2135210931301117, 0.10925742983818054, 0.06511184573173523, -0.00508855702355504, 0.022787142544984818, 0.06062603369355202, 0.04042521119117737, 0.061503272503614426], [0.22845202684402466, 0.12117888778448105, 0.07380661368370056, -0.013208149932324886, 0.03479970246553421, 0.04307393357157707, 0.03323500230908394, 0.04924045875668526], [0.22345459461212158, 0.14559906721115112, 0.06945451349020004, -0.0016408722149208188, 0.02437955141067505, 0.041260287165641785, 0.026932330802083015, 0.04297901317477226], [0.22172927856445312, 0.15959908068180084, 0.07398408651351929, -0.006528806872665882, 0.021888837218284607, 0.027628745883703232, 0.06172811612486839, 0.05863087251782417], [0.19468171894550323, 0.12529343366622925, 0.05867845192551613, -0.0009372328640893102, 0.024351410567760468, 0.06462722271680832, 0.059133484959602356, 0.06321866810321808]], "network.4.bias": [0.05130862817168236, 0.06336405873298645, 0.05112989619374275, 0.035973235964775085, 0.0400603748857975, 0.028570381924510002, 0.061102960258722305, 0.04099758341908455], "network.6.weight": [[0.1994977444410324, 0.1565699726343155, 0.06320339441299438, -0.004499619361013174, 0.03249470889568329, 0.052820734679698944, 0.045829083770513535, 0.05543999373912811], [0.21225054562091827, 0.16380897164344788, 0.07723976671695709, -0.008633025921881199, 0.03530333936214447, 0.0475931316614151, 0.051993515342473984, 0.057372238487005234], [0.19678246974945068, 0.2197071611881256, 0.05204141512513161, 0.00542091391980648, 0.02510926127433777, 0.03470579534769058, 0.03423934429883957, 0.062137436121702194], [0.17870301008224487, 0.10566263645887375, 0.06952375918626785, 0.009819535538554192, 0.011213562451303005, 0.08997399359941483, 0.04955349862575531, 0.06818051636219025], [0.17523223161697388, 0.10194651782512665, 0.08167213201522827, 0.00967224407941103, 0.018108367919921875, 0.07235560566186905, 0.05421556159853935, 0.07000944018363953], [0.17437180876731873, 0.10700993984937668, 0.08631151914596558, -0.001303269644267857, 0.021937459707260132, 0.056351736187934875, 0.058396998792886734, 0.047109317034482956], [0.1729578971862793, 0.1321295201778412, 0.07233867049217224, 0.0007279113633558154, 0.028693147003650665, 0.04187837615609169, 0.04618458449840546, 0.07039585709571838], [0.16132140159606934, 0.08205918967723846, 0.07454146444797516, -0.014417019672691822, 0.013289607129991055, 0.06686113029718399, 0.038155969232320786, 0.06821897625923157]], "network.6.bias": [0.03326920419931412, 0.018966620787978172, 0.04534304141998291, 0.04776233062148094, 0.04271455109119415, 0.03576744720339775, 0.05229083076119423, 0.02305208332836628], "network.8.weight": [[0.1686914563179016, 0.09619507938623428, 0.08101731538772583, -0.018516244366765022, 0.018493331968784332, 0.08315405994653702, 0.07097882777452469, 0.07032983005046844], [0.16942226886749268, 0.0898900106549263, 0.08649247884750366, -0.007964580319821835, 0.0380004346370697, 0.05402901768684387, 0.05702126398682594, 0.0508250929415226], [0.17057260870933533, 0.09814917296171188, 0.09471555799245834, 0.005270267836749554, 0.030323941260576248, 0.05138147994875908, 0.0407688245177269, 0.05260208621621132], [0.17353340983390808, 0.11977797001600266, 0.08099506050348282, -0.008047121576964855, 0.022225797176361084, 0.036670658737421036, 0.04299267753958702, 0.04582757130265236], [0.17120632529258728, 0.11037295311689377, 0.08118560910224915, -0.004636797122657299, 0.025422796607017517, 0.03337535262107849, 0.042289797216653824, 0.03831100091338158], [0.1698453724384308, 0.10018601268529892, 0.08648490160703659, -0.0015900871949270368, 0.02566538006067276, 0.03819720819592476, 0.03354468569159508, 0.03874754533171654], [0.1745171993970871, 0.10697972029447556, 0.08230921626091003, -0.0020530885085463524, 0.02104608714580536, 0.036256153136491776, 0.03973226621747017, 0.0409667007625103], [0.1766800433397293, 0.1098540723323822, 0.08418057858943939, -0.0034756800159811974, 0.022382289171218872, 0.03583250567317009, 0.025488967075943947, 0.04332413151860237]], "network.8.bias": [0.02695891074836254, 0.016659410670399666, 0.0307952668517828, 0.02862745150923729, 0.031279776245355606, 0.03249606117606163, 0.03536609932780266, 0.03121436946094036]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.583169, 0.324157, -0.128434, -0.313327, 0.354252], [0.485503, 0.050038, -0.443793, 0.336282, 0.174415], [-0.203507, -0.25561, 0.586279, -0.294179, -0.442998], [-0.049281, 0.207365, 0.380354, -0.12989, -0.639834], [-0.22611, -0.055525, 0.368883, -0.61266, 0.129888], [0.268662, -0.109094, 0.164002, 0.322567, 0.589892], [-0.299547, 0.244826, -0.037478, 0.106715, -0.198998], [0.420078, 0.189742, 0.189963, -0.233629, 0.502173]], "network.0.bias": [0.045638, -0.065513, 0.124836, 0.236053, 0.188961, 0.042574, -0.272711, -0.285009], "network.2.weight": [[0.400098, -0.107742, -0.422819, 0.177578, 0.325563, 0.052558, -0.002516, 0.55533], [0.273569, 0.315238, -0.237335, -0.360688, -0.028337, 0.275231, -0.528158, 0.48216], [0.266631, -0.257191, 0.020023, -0.1965, 0.052885, 0.052834, 0.028726, 0.039092], [-0.032454, 0.249158, -0.247905, -0.191149, -0.223281, 0.157293, -0.065837, 0.542304], [-0.544996, -0.53125, -0.091959, 0.329505, 0.179301, -0.021528, -0.335621, -0.245451], [-0.237984, 0.178175, -0.155492, 0.091398, 0.191543, -0.16397, 0.431913, -0.190996], [-0.599059, -0.132447, 0.476559, 0.078304, 0.342456, -0.000865, 0.252593, -0.126213], [-0.09481, -0.215453, 0.019014, 0.163676, -0.037313, -0.111066, 0.090758, -0.064283]], "network.2.bias": [-0.218597, 0.427122, -0.314445, 0.265278, 0.432934, -0.02472, 0.109669, 0.006172], "network.4.weight": [[0.435295, 0.526222, 0.045971, 0.414543, -0.422376, -0.279209, -0.420226, -0.30018], [0.363054, 0.197058, 0.29892, 0.244287, -0.352151, 0.215021, -0.151244, -0.075255], [0.091495, 0.403975, -0.121202, 0.15947, -0.236335, -0.341804, -0.409217, -0.09597], [-0.217988, -0.238172, -0.53463, -0.309874, 0.294766, -0.247804, 0.50536, -0.010987], [-0.141653, -0.13769, -0.072494, -0.017791, 0.138568, 0.242704, 0.031786, -0.192551], [0.005177, 0.27064, -0.250367, 0.127417, 0.00399, -0.373985, -0.281092, -0.061347], [-0.007925, -0.269784, 0.075842, 0.061854, 0.453691, 0.21442, 0.049183, 0.227719], [-0.127708, -0.17633, -0.203272, -0.111598, 0.107176, -0.182088, 0.489972, -0.140483]], "network.4.bias": [0.398614, -0.019216, 0.345737, 0.426271, -0.176553, 0.01271, -0.025905, -0.003338], "network.6.weight": [[-0.074964, -0.225413, -0.14436, 0.236132, -0.346323, -0.089264, -0.223246, 0.472], [0.376237, 0.220994, 0.509732, -0.252616, -0.254855, 0.157952, -0.336218, -0.141287], [0.202683, -0.090736, 0.160822, 0.160002, 0.414747, -0.372583, 0.00643, 0.407065], [0.036446, -0.455487, -0.24775, -0.030368, -0.357716, -0.058902, -0.198415, -0.109447], [0.495172, 0.338357, 0.208343, -0.115208, -0.193349, 0.576034, -0.215652, -0.088182], [0.523206, 0.247153, 0.0874, -0.554787, -0.363741, 0.040444, -0.320659, -0.296972], [0.075021, -0.122401, 0.306278, -0.571976, 0.043481, 0.066004, -0.312081, -0.456044], [0.524006, 0.367378, 0.201607, -0.329398, -0.271134, 0.331727, -0.136803, -0.064524]], "network.6.bias": [0.175916, 0.176713, -0.257059, -0.072624, -0.060134, 0.269219, 0.084519, 0.128181], "network.8.weight": [[-0.133185, -0.275318, -0.006092, 0.239316, -0.218702, 0.080102, -0.313703, -0.075848], [-0.332331, 0.105662, 0.209183, 0.124083, 0.480193, 0.337341, -0.088487, 0.329782], [0.417356, -0.02853, -0.130723, -0.18278, 0.21981, -0.274274, -0.035463, -0.113129], [-0.295493, 0.399546, -0.200918, 0.105533, 0.292347, 0.527236, -0.142624, 0.249735], [0.090552, 0.034988, 0.103628, 0.05396, 0.091974, -0.160408, -0.517531, -0.43883], [0.29465, 0.051266, -0.267571, -0.135239, 0.074709, 0.267257, -0.29874, 0.245711], [-0.128753, 0.367261, 0.226783, 0.114057, 0.236389, 0.326607, 0.42265, 0.286884], [0.111587, -0.181112, -0.124133, 0.30046, -0.131906, 0.121392, 0.101503, -0.354775]], "network.8.bias": [0.347666, -0.061008, -0.208787, 0.187248, 0.363012, -0.233388, 0.218885, 0.277403], "network.10.weight": [[0.225196, -0.201268, 0.320288, -0.423218, 0.148873, -0.126972, -0.477338, 0.211027]], "network.10.bias": [0.192184]}
|
{"alternating": {"accuracy": 0.8107142857142857, "precision": 0.07692307692307693, "recall": 0.15, "f1": 0.1016949152542373, "tp": 15, "fp": 180, "fn": 85, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8664285714285714, "precision": 0.27692307692307694, "recall": 0.54, "f1": 0.3661016949152543, "tp": 54, "fp": 141, "fn": 46, "tn": 1159, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8607142857142858, "precision": 0.2564102564102564, "recall": 0.5, "f1": 0.3389830508474576, "tp": 50, "fp": 145, "fn": 50, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8135714285714286, "precision": 0.08717948717948718, "recall": 0.17, "f1": 0.11525423728813558, "tp": 17, "fp": 178, "fn": 83, "tn": 1122, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.795, "precision": 0.020512820512820513, "recall": 0.04, "f1": 0.02711864406779661, "tp": 4, "fp": 191, "fn": 96, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.866, "precision": 0.32525951557093424, "recall": 0.94, "f1": 0.4832904884318765, "tp": 94, "fp": 195, "fn": 6, "tn": 1205, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7921428571428571, "precision": 0.010256410256410256, "recall": 0.02, "f1": 0.013559322033898305, "tp": 2, "fp": 193, "fn": 98, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8164285714285714, "precision": 0.09743589743589744, "recall": 0.19, "f1": 0.12881355932203392, "tp": 19, "fp": 176, "fn": 81, "tn": 1124, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8136428571428572, "macro_precision": 0.0909983903063488, "macro_recall": 0.1992857142857143, "macro_f1": 0.1241091268976764, "micro_accuracy": 0.8139086294416243, "micro_precision": 0.09879603399433427, "micro_recall": 0.1992857142857143, "micro_f1": 0.1321022727272727}}
|
{"network.0.weight": [[0.014703827910125256, 0.02548644319176674, 0.057677581906318665, 0.15841396152973175, 0.07994861155748367], [-0.0172385536134243, -0.06727924197912216, 0.02610502392053604, 0.05180129036307335, 0.03334125503897667], [0.15179535746574402, 0.06436069309711456, 0.07541226595640182, -0.005721599794924259, -0.07010534405708313], [0.07848937809467316, 0.0451052226126194, 0.04782559350132942, 0.15267470479011536, 0.04679042845964432], [-0.001960515044629574, -0.06575079262256622, 0.0425153411924839, 0.0833185687661171, 0.043549906462430954], [0.16029369831085205, 0.020303186029195786, 0.05435219779610634, 0.007962432689964771, -0.05398278310894966], [0.057855356484651566, 0.032536618411540985, 0.029482021927833557, 0.15965154767036438, 0.033161602914333344], [0.005609114654362202, -0.013199699111282825, 0.08760884404182434, 0.07629141211509705, 0.046523526310920715]], "network.0.bias": [0.07405566424131393, 0.04694754257798195, 0.03283514454960823, 0.07203590869903564, 0.04133704677224159, 0.06254560500383377, 0.07589908689260483, 0.024268636479973793], "network.10.weight": [[0.177580788731575, 0.04738553613424301, 0.1035723090171814, -0.009473330341279507, -0.014709086157381535, 0.08235443383455276, 0.08751248568296432, 0.054309699684381485]], "network.10.bias": [0.04600425437092781], "network.2.weight": [[0.17792946100234985, 0.05548086017370224, 0.07837677001953125, -0.011703341268002987, -0.019168630242347717, 0.08315471559762955, 0.0909535363316536, 0.02325383946299553], [0.16931088268756866, 0.035960983484983444, 0.05893805995583534, -0.002651698887348175, 0.008802480064332485, 0.08828896284103394, 0.06816215813159943, 0.065578892827034], [0.17751619219779968, 0.03549718111753464, 0.05263078585267067, 0.019164573401212692, -0.053306806832551956, 0.08885931223630905, 0.0586949847638607, 0.047155868262052536], [0.1822340488433838, 0.04024606570601463, 0.06310699880123138, -0.00405154749751091, -0.002536472864449024, 0.09916835278272629, 0.04036140814423561, 0.05954388901591301], [0.19399964809417725, 0.03509059175848961, 0.06541255861520767, -0.009556191973388195, 0.006463228724896908, 0.09839106351137161, 0.061814893037080765, 0.04403647407889366], [0.19496378302574158, 0.0384884737432003, 0.07024840265512466, -0.008948448114097118, 0.015145453624427319, 0.07009300589561462, 0.03790879622101784, 0.04970931634306908], [0.18750596046447754, 0.04812908172607422, 0.05727194622159004, -0.006518763490021229, 0.022481530904769897, 0.08386708050966263, 0.026965046301484108, 0.0742289274930954], [0.19633027911186218, 0.03425644710659981, 0.07640258222818375, -0.024027226492762566, 0.018735967576503754, 0.07713989168405533, 0.023887770250439644, 0.045166466385126114]], "network.2.bias": [0.04274915158748627, 0.04207604005932808, 0.034040097147226334, 0.045341607183218, 0.028330622240900993, 0.045748788863420486, 0.05978882685303688, 0.05411970987915993], "network.4.weight": [[0.1931365430355072, 0.06252581626176834, 0.0695715844631195, -0.02668740786612034, 0.0409323088824749, 0.08156988024711609, 0.017533132806420326, 0.05748626962304115], [0.18286553025245667, 0.08081907778978348, 0.06198898330330849, -0.009942186065018177, 0.034742072224617004, 0.08963928371667862, 0.007351095322519541, 0.048985324800014496], [0.1758633404970169, 0.08949539810419083, 0.06457812339067459, -0.013289771042764187, 0.032409414649009705, 0.08659867197275162, 0.00031480437610298395, 0.061034057289361954], [0.17389941215515137, 0.08414147049188614, 0.08363969624042511, -0.022214852273464203, 0.042731355875730515, 0.07083000242710114, -0.0021262667141854763, 0.07628403604030609], [0.17360684275627136, 0.07459212094545364, 0.09489426016807556, -0.02578718774020672, 0.04836519435048103, 0.05398121848702431, -0.01428417582064867, 0.06699919700622559], [0.17467665672302246, 0.09540773183107376, 0.08603805303573608, -0.01974228397011757, 0.045235782861709595, 0.05302736535668373, -0.01286353636533022, 0.05979696288704872], [0.18012891709804535, 0.0951194241642952, 0.09055718779563904, -0.0229943860322237, 0.04528499022126198, 0.044482238590717316, 0.008947881869971752, 0.06948183476924896], [0.16663068532943726, 0.09631908684968948, 0.07518866658210754, -0.01851656287908554, 0.05149354785680771, 0.07200969010591507, 0.0035192170180380344, 0.07107201963663101]], "network.4.bias": [0.05292947217822075, 0.05814115330576897, 0.059058237820863724, 0.05880993977189064, 0.061298150569200516, 0.05604482814669609, 0.06679709255695343, 0.056042592972517014], "network.6.weight": [[0.16588902473449707, 0.11306058615446091, 0.080782949924469, -0.01970030926167965, 0.05925343930721283, 0.059492502361536026, -0.004326870199292898, 0.06694609671831131], [0.16782552003860474, 0.10869141668081284, 0.09089644253253937, -0.022659774869680405, 0.061252154409885406, 0.053889933973550797, 0.0032922723330557346, 0.06720371544361115], [0.15850606560707092, 0.15047797560691833, 0.07015229016542435, -0.009557195007801056, 0.05634771287441254, 0.0497426800429821, -0.0004788240185007453, 0.06165836378931999], [0.15647073090076447, 0.09384313225746155, 0.07486815750598907, -0.006137442775070667, 0.05584532395005226, 0.08680792152881622, 0.010533015243709087, 0.06909271329641342], [0.1544429063796997, 0.08913266658782959, 0.08260303735733032, -0.003847396932542324, 0.05894378572702408, 0.07490657269954681, 0.011805172078311443, 0.0711604654788971], [0.14652352035045624, 0.08551928400993347, 0.08662278205156326, -0.008659821934998035, 0.05806230008602142, 0.0634249597787857, 0.018935495987534523, 0.05368386209011078], [0.14514091610908508, 0.10156140476465225, 0.07663783431053162, -0.009946366772055626, 0.0632522702217102, 0.054207414388656616, 0.01587838865816593, 0.07366130501031876], [0.14243662357330322, 0.08394646644592285, 0.0689423531293869, -0.024724135175347328, 0.05385054275393486, 0.06776139885187149, 0.011267612688243389, 0.07628117501735687]], "network.6.bias": [0.05773870274424553, 0.040984366089105606, 0.0493292361497879, 0.055734410881996155, 0.058220211416482925, 0.051789287477731705, 0.059058595448732376, 0.037269897758960724], "network.8.weight": [[0.1455346643924713, 0.09776946902275085, 0.07139719277620316, -0.02726166881620884, 0.05587184429168701, 0.08506994694471359, 0.04903090372681618, 0.07576195895671844], [0.15332122147083282, 0.08828709274530411, 0.07414024323225021, -0.018179988488554955, 0.06876885145902634, 0.06514676660299301, 0.03562145307660103, 0.06092463806271553], [0.15000930428504944, 0.09581484645605087, 0.08103321492671967, -0.005608660168945789, 0.05963222309947014, 0.06490674614906311, 0.001012402237392962, 0.06863520294427872], [0.146699920296669, 0.10342396050691605, 0.07750128209590912, -0.019346190616488457, 0.054661016911268234, 0.0504193976521492, 0.0034004696644842625, 0.06441637873649597], [0.14655518531799316, 0.10041741281747818, 0.07776916027069092, -0.014658496715128422, 0.05655977129936218, 0.048997655510902405, 0.0057565295137465, 0.0605841800570488], [0.15050338208675385, 0.09723043441772461, 0.07927458733320236, -0.01125841960310936, 0.05478634312748909, 0.0554429292678833, -0.0025402060709893703, 0.06013340875506401], [0.1519840508699417, 0.1019950583577156, 0.07623608410358429, -0.013187719509005547, 0.05170547962188721, 0.05177716538310051, 0.0018182346830144525, 0.06304417550563812], [0.15274515748023987, 0.10412026196718216, 0.07794362306594849, -0.014869541861116886, 0.052971482276916504, 0.05238504707813263, -0.007729557808488607, 0.0671074241399765]], "network.8.bias": [0.04268908128142357, 0.034135762602090836, 0.050658829510211945, 0.04643399640917778, 0.04829437658190727, 0.049155522137880325, 0.052147578448057175, 0.044827815145254135]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.583169, 0.324157, -0.128434, -0.313327, 0.354252], [0.485503, 0.050038, -0.443793, 0.336282, 0.174415], [-0.203507, -0.25561, 0.586279, -0.294179, -0.442998], [-0.049281, 0.207365, 0.380354, -0.12989, -0.639834], [-0.22611, -0.055525, 0.368883, -0.61266, 0.129888], [0.268662, -0.109094, 0.164002, 0.322567, 0.589892], [-0.299547, 0.244826, -0.037478, 0.106715, -0.198998], [0.420078, 0.189742, 0.189963, -0.233629, 0.502173]], "network.0.bias": [0.045638, -0.065513, 0.124836, 0.236053, 0.188961, 0.042574, -0.272711, -0.285009], "network.2.weight": [[0.400098, -0.107742, -0.422819, 0.177578, 0.325563, 0.052558, -0.002516, 0.55533], [0.273569, 0.315238, -0.237335, -0.360688, -0.028337, 0.275231, -0.528158, 0.48216], [0.266631, -0.257191, 0.020023, -0.1965, 0.052885, 0.052834, 0.028726, 0.039092], [-0.032454, 0.249158, -0.247905, -0.191149, -0.223281, 0.157293, -0.065837, 0.542304], [-0.544996, -0.53125, -0.091959, 0.329505, 0.179301, -0.021528, -0.335621, -0.245451], [-0.237984, 0.178175, -0.155492, 0.091398, 0.191543, -0.16397, 0.431913, -0.190996], [-0.599059, -0.132447, 0.476559, 0.078304, 0.342456, -0.000865, 0.252593, -0.126213], [-0.09481, -0.215453, 0.019014, 0.163676, -0.037313, -0.111066, 0.090758, -0.064283]], "network.2.bias": [-0.218597, 0.427122, -0.314445, 0.265278, 0.432934, -0.02472, 0.109669, 0.006172], "network.4.weight": [[0.435295, 0.526222, 0.045971, 0.414543, -0.422376, -0.279209, -0.420226, -0.30018], [0.363054, 0.197058, 0.29892, 0.244287, -0.352151, 0.215021, -0.151244, -0.075255], [0.091495, 0.403975, -0.121202, 0.15947, -0.236335, -0.341804, -0.409217, -0.09597], [-0.217988, -0.238172, -0.53463, -0.309874, 0.294766, -0.247804, 0.50536, -0.010987], [-0.141653, -0.13769, -0.072494, -0.017791, 0.138568, 0.242704, 0.031786, -0.192551], [0.005177, 0.27064, -0.250367, 0.127417, 0.00399, -0.373985, -0.281092, -0.061347], [-0.007925, -0.269784, 0.075842, 0.061854, 0.453691, 0.21442, 0.049183, 0.227719], [-0.127708, -0.17633, -0.203272, -0.111598, 0.107176, -0.182088, 0.489972, -0.140483]], "network.4.bias": [0.398614, -0.019216, 0.345737, 0.426271, -0.176553, 0.01271, -0.025905, -0.003338], "network.6.weight": [[-0.074964, -0.225413, -0.14436, 0.236132, -0.346323, -0.089264, -0.223246, 0.472], [0.376237, 0.220994, 0.509732, -0.252616, -0.254855, 0.157952, -0.336218, -0.141287], [0.202683, -0.090736, 0.160822, 0.160002, 0.414747, -0.372583, 0.00643, 0.407065], [0.036446, -0.455487, -0.24775, -0.030368, -0.357716, -0.058902, -0.198415, -0.109447], [0.495172, 0.338357, 0.208343, -0.115208, -0.193349, 0.576034, -0.215652, -0.088182], [0.523206, 0.247153, 0.0874, -0.554787, -0.363741, 0.040444, -0.320659, -0.296972], [0.075021, -0.122401, 0.306278, -0.571976, 0.043481, 0.066004, -0.312081, -0.456044], [0.524006, 0.367378, 0.201607, -0.329398, -0.271134, 0.331727, -0.136803, -0.064524]], "network.6.bias": [0.175916, 0.176713, -0.257059, -0.072624, -0.060134, 0.269219, 0.084519, 0.128181], "network.8.weight": [[-0.133185, -0.275318, -0.006092, 0.239316, -0.218702, 0.080102, -0.313703, -0.075848], [-0.332331, 0.105662, 0.209183, 0.124083, 0.480193, 0.337341, -0.088487, 0.329782], [0.417356, -0.02853, -0.130723, -0.18278, 0.21981, -0.274274, -0.035463, -0.113129], [-0.295493, 0.399546, -0.200918, 0.105533, 0.292347, 0.527236, -0.142624, 0.249735], [0.090552, 0.034988, 0.103628, 0.05396, 0.091974, -0.160408, -0.517531, -0.43883], [0.29465, 0.051266, -0.267571, -0.135239, 0.074709, 0.267257, -0.29874, 0.245711], [-0.128753, 0.367261, 0.226783, 0.114057, 0.236389, 0.326607, 0.42265, 0.286884], [0.111587, -0.181112, -0.124133, 0.30046, -0.131906, 0.121392, 0.101503, -0.354775]], "network.8.bias": [0.347666, -0.061008, -0.208787, 0.187248, 0.363012, -0.233388, 0.218885, 0.277403], "network.10.weight": [[0.225196, -0.201268, 0.320288, -0.423218, 0.148873, -0.126972, -0.477338, 0.211027]], "network.10.bias": [0.192184]}
|
{"alternating": {"accuracy": 0.8107142857142857, "precision": 0.07692307692307693, "recall": 0.15, "f1": 0.1016949152542373, "tp": 15, "fp": 180, "fn": 85, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8664285714285714, "precision": 0.27692307692307694, "recall": 0.54, "f1": 0.3661016949152543, "tp": 54, "fp": 141, "fn": 46, "tn": 1159, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8607142857142858, "precision": 0.2564102564102564, "recall": 0.5, "f1": 0.3389830508474576, "tp": 50, "fp": 145, "fn": 50, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8135714285714286, "precision": 0.08717948717948718, "recall": 0.17, "f1": 0.11525423728813558, "tp": 17, "fp": 178, "fn": 83, "tn": 1122, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8064285714285714, "precision": 0.06153846153846154, "recall": 0.12, "f1": 0.08135593220338982, "tp": 12, "fp": 183, "fn": 88, "tn": 1117, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.795, "precision": 0.020512820512820513, "recall": 0.04, "f1": 0.02711864406779661, "tp": 4, "fp": 191, "fn": 96, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.866, "precision": 0.32525951557093424, "recall": 0.94, "f1": 0.4832904884318765, "tp": 94, "fp": 195, "fn": 6, "tn": 1205, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7892857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 195, "fn": 100, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7921428571428571, "precision": 0.010256410256410256, "recall": 0.02, "f1": 0.013559322033898305, "tp": 2, "fp": 193, "fn": 98, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8164285714285714, "precision": 0.09743589743589744, "recall": 0.19, "f1": 0.12881355932203392, "tp": 19, "fp": 176, "fn": 81, "tn": 1124, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8136428571428572, "macro_precision": 0.0909983903063488, "macro_recall": 0.1992857142857143, "macro_f1": 0.1241091268976764, "micro_accuracy": 0.8139086294416243, "micro_precision": 0.09879603399433427, "micro_recall": 0.1992857142857143, "micro_f1": 0.1321022727272727}}
|
{"network.0.weight": [[0.07508452981710434, -0.00995318591594696, -0.0037913047708570957, 0.06561149656772614, 0.026164788752794266], [0.010717629455029964, -0.07972198724746704, 0.024028759449720383, 0.11749573796987534, -0.0046515571884810925], [0.0778774693608284, 0.008468183688819408, 0.03787947818636894, 0.032287318259477615, -0.08412439376115799], [0.13597321510314941, 0.005544897634536028, -0.0033192955888807774, 0.09889157861471176, -0.009301994927227497], [0.04382573440670967, -0.08182327449321747, 0.01884648948907852, 0.15209174156188965, 0.015332676470279694], [0.1067027822136879, -0.029008008539676666, 0.023329677060246468, 0.04411596059799194, -0.07930096238851547], [0.10979229211807251, 0.003787652123719454, -0.01742994226515293, 0.14902907609939575, -0.020310144871473312], [0.037458635866642, -0.03336358442902565, 0.05104047805070877, 0.10893207788467407, 0.00855536013841629]], "network.0.bias": [0.03915217146277428, -0.011133144609630108, 0.01938987895846367, 0.03488197550177574, -0.012070338241755962, 0.03498674929141998, 0.046694058924913406, -0.01613152213394642], "network.10.weight": [[0.19056788086891174, -0.013439399190247059, 0.0655168667435646, 0.04371000453829765, -0.017364680767059326, 0.043168116360902786, 0.11513976752758026, 0.01659807562828064]], "network.10.bias": [0.011607644148170948], "network.2.weight": [[0.18983522057533264, -0.0046309721656143665, 0.04208125174045563, 0.05134448781609535, -0.025051482021808624, 0.035108782351017, 0.12327256053686142, -0.004593060817569494], [0.17938843369483948, -0.018234003335237503, 0.027358414605259895, 0.054232578724622726, -0.005472579039633274, 0.03834374248981476, 0.10914033651351929, 0.050357915461063385], [0.18616309762001038, -0.01994633674621582, 0.02770763635635376, 0.07660726457834244, -0.06725616008043289, 0.042517054826021194, 0.10415248572826385, 0.028421031311154366], [0.20457112789154053, -0.01757710799574852, 0.0314645878970623, 0.06053387001156807, -0.018185701221227646, 0.05390945449471474, 0.08383241295814514, 0.04551500454545021], [0.22018040716648102, -0.022223543375730515, 0.03618365898728371, 0.05380559340119362, -0.011203666217625141, 0.05889568850398064, 0.09758517146110535, 0.03185047581791878], [0.21648870408535004, -0.012793556787073612, 0.04182618111371994, 0.05118147283792496, -0.008117922581732273, 0.034004680812358856, 0.0828719288110733, 0.0348488911986351], [0.22348764538764954, -0.008568481542170048, 0.026538604870438576, 0.052936654537916183, -0.00032277870923280716, 0.05926716327667236, 0.06821493804454803, 0.0657288059592247], [0.2259545773267746, -0.01686187833547592, 0.04389781504869461, 0.03557971492409706, -0.001544875092804432, 0.052587803453207016, 0.06497815251350403, 0.03429030627012253]], "network.2.bias": [0.007998672313988209, -0.0043356590904295444, -0.006314026657491922, 0.00021256829495541751, -0.01401380356401205, 0.0035209297202527523, 0.01383152324706316, 0.010446620173752308], "network.4.weight": [[0.22641652822494507, 0.0030231133569031954, 0.03671146556735039, 0.029426004737615585, 0.020776670426130295, 0.05891823768615723, 0.0643986165523529, 0.04722416773438454], [0.2221698760986328, 0.0163077674806118, 0.03074716590344906, 0.0421939454972744, 0.012138343416154385, 0.06855491548776627, 0.05449054390192032, 0.04151509329676628], [0.20989514887332916, 0.02555597573518753, 0.03245951607823372, 0.03872075304389, 0.011746487580239773, 0.06520094722509384, 0.045396942645311356, 0.05356103181838989], [0.21012526750564575, 0.024423979222774506, 0.05082181468605995, 0.033596765249967575, 0.019507531076669693, 0.055668603628873825, 0.0341666005551815, 0.06647080183029175], [0.21494168043136597, 0.019465718418359756, 0.0639793872833252, 0.0272015742957592, 0.02327156811952591, 0.04752449691295624, 0.026708470657467842, 0.057972125709056854], [0.2143935114145279, 0.0369405522942543, 0.056888382881879807, 0.033979300409555435, 0.016940392553806305, 0.0468246191740036, 0.023240016773343086, 0.05146175995469093], [0.21415621042251587, 0.03938593715429306, 0.06607422232627869, 0.02997415140271187, 0.015804648399353027, 0.03916670009493828, 0.05257222056388855, 0.057950977236032486], [0.1969984620809555, 0.036553721874952316, 0.04631529375910759, 0.03323559835553169, 0.023349646478891373, 0.06172731891274452, 0.04599222168326378, 0.06133434548974037]], "network.4.bias": [0.01313826534897089, 0.02212396077811718, 0.023858552798628807, 0.023306183516979218, 0.02869562618434429, 0.023903541266918182, 0.036885302513837814, 0.026393188163638115], "network.6.weight": [[0.19868353009223938, 0.05417870730161667, 0.053834136575460434, 0.031255092471838, 0.02845454216003418, 0.0546845979988575, 0.03585796430706978, 0.05535021051764488], [0.20074313879013062, 0.051923394203186035, 0.06636521220207214, 0.029401835054159164, 0.02831020951271057, 0.05463487282395363, 0.03915004804730415, 0.057423412799835205], [0.19427993893623352, 0.09187541902065277, 0.04611188545823097, 0.03912220895290375, 0.023127280175685883, 0.04914221912622452, 0.028606200590729713, 0.05116647109389305], [0.1877146065235138, 0.029040474444627762, 0.04773354530334473, 0.04608471319079399, 0.02355971932411194, 0.07980556041002274, 0.04070128872990608, 0.05636193975806236], [0.1893833428621292, 0.030606668442487717, 0.054644275456666946, 0.0450347401201725, 0.029592011123895645, 0.06177442893385887, 0.04109228774905205, 0.05915128439664841], [0.1844836175441742, 0.02971312403678894, 0.06154051795601845, 0.03775562718510628, 0.030621588230133057, 0.052353352308273315, 0.04801671579480171, 0.0402817539870739], [0.1838066577911377, 0.05008479207754135, 0.053483881056308746, 0.03517599031329155, 0.03195003792643547, 0.045220352709293365, 0.03427024930715561, 0.056960027664899826], [0.16772592067718506, 0.02131059020757675, 0.05195918679237366, 0.028642863035202026, 0.019950997084379196, 0.06414518505334854, 0.034651000052690506, 0.05246825888752937]], "network.6.bias": [0.02771313488483429, 0.014841611497104168, 0.02719881571829319, 0.03572758659720421, 0.03553375229239464, 0.029044659808278084, 0.036642007529735565, 0.013630661182105541], "network.8.weight": [[0.16985967755317688, 0.03643333166837692, 0.056225650012493134, 0.024365967139601707, 0.02532307803630829, 0.08190778642892838, 0.0603477768599987, 0.051549818366765976], [0.1765950322151184, 0.03298363834619522, 0.05816489830613136, 0.025849800556898117, 0.042152583599090576, 0.05404933914542198, 0.04933696612715721, 0.03595641627907753], [0.1729736030101776, 0.04216098040342331, 0.06260491907596588, 0.03574950620532036, 0.032041747123003006, 0.05323848873376846, 0.039286576211452484, 0.04841737821698189], [0.17459508776664734, 0.044787947088479996, 0.06186484172940254, 0.0306249912828207, 0.021669942885637283, 0.04882524535059929, 0.0410383902490139, 0.04168691113591194], [0.1712614893913269, 0.042115937918424606, 0.061678435653448105, 0.0335635282099247, 0.024866733700037003, 0.0456608310341835, 0.03988057002425194, 0.036855604499578476], [0.1704430729150772, 0.039268724620342255, 0.06323186308145523, 0.03460592031478882, 0.025763370096683502, 0.04793728142976761, 0.032243940979242325, 0.03748456761240959], [0.17168202996253967, 0.043587397783994675, 0.0602630153298378, 0.03417644277215004, 0.0197271890938282, 0.04754597693681717, 0.038976430892944336, 0.040962014347314835], [0.17599280178546906, 0.04468207061290741, 0.061947908252477646, 0.033944662660360336, 0.02140730991959572, 0.04761010780930519, 0.02905280701816082, 0.042224716395139694]], "network.8.bias": [0.020649226382374763, 0.014836874790489674, 0.02475104108452797, 0.0209044162184, 0.02410711534321308, 0.02551356703042984, 0.028439465910196304, 0.021377092227339745]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.417747, 0.56874, 0.52511, 0.189843, -0.252099], [-0.2928, -0.121792, -0.243724, 0.364649, 0.619294], [0.099001, 0.674738, 0.279138, 0.105319, -0.13758], [0.512164, 0.451853, -0.153228, 0.601125, -0.380526], [0.247228, 0.178128, 0.184955, 0.353843, -0.690707], [0.075018, -0.399335, -0.083468, -0.3316, -0.348709]], "network.0.bias": [0.391874, -0.32073, -0.108176, 0.130995, 0.177346, 0.169546], "network.2.weight": [[0.18839, -0.645206, 0.112406, 0.295422, 0.70954, -0.642802], [-0.258883, -0.739934, -0.075187, 0.063137, 0.212864, 0.186096], [-0.1607, -0.402227, -0.387982, -0.085004, 0.582955, -0.426788], [0.307865, -0.638941, 0.046504, 0.534504, 0.439095, -0.428839], [0.179085, 0.317273, -0.158274, -0.234877, -0.011875, -0.008957], [-0.399621, -0.213544, -0.353513, 0.031466, 0.646155, -0.51041]], "network.2.bias": [0.496319, -0.126345, -0.3619, 0.568459, -0.509055, -0.495053], "network.4.weight": [[-0.146494, 0.385501, 0.326716, -0.235977, 0.462707, 0.051964], [0.407784, -0.390722, -0.229143, 0.68268, 0.157881, -0.140149], [0.520877, -0.882804, -0.656267, 0.878523, -0.381483, -0.790349], [-0.280802, -0.26557, -0.047815, 0.576136, 0.219519, -0.23283], [0.476977, -0.370462, -0.594893, 0.80051, -0.216416, -0.629067], [-0.069382, 0.028958, 0.382633, -0.615639, -0.563692, 0.307291]], "network.4.bias": [0.01936, 0.225106, 0.198522, -0.419645, 0.315051, 0.37045], "network.6.weight": [[-0.450889, 0.088825, -0.113356, -0.542293, -0.127312, 0.020521], [-0.612643, 0.352483, 0.698902, 0.05902, 0.372789, -0.321059], [-0.094284, 0.365258, 0.765997, 0.129644, 0.907734, -0.513985], [0.101063, -0.120074, -0.373808, -0.270042, 0.103121, 0.188015], [0.029141, 0.788459, 0.812403, -0.315593, 0.7281, -0.756612], [0.354416, 0.212456, -0.088284, -0.178189, -0.405292, -0.616307]], "network.6.bias": [-0.170627, -0.203008, 0.002543, 0.213677, -0.076952, 0.175258], "network.8.weight": [[0.341629, -0.446494, -0.753682, -0.905531, -0.797172, -0.474193], [-0.090656, 0.728223, 0.536108, -0.289553, 0.695508, -0.168149], [0.037869, 0.008783, 0.532273, -0.491112, 0.56892, -0.143987], [-0.71927, -0.212925, 0.001085, 0.191963, -0.031885, 0.22402], [0.052269, 0.118092, 0.556665, 0.018694, 0.365617, -0.234021], [0.264047, -0.369314, -0.803952, 0.00652, -0.697981, -0.095156]], "network.8.bias": [-0.231249, 0.049986, -0.105327, 0.160873, -0.0485, -0.340813], "network.10.weight": [[0.604072, 0.56186, 0.308718, -0.42348, 0.077079, 0.428439], [0.039975, 0.716379, 0.398246, 0.069175, 0.453861, 0.457727], [0.686261, -0.781384, -0.528825, 0.118917, -0.659343, -0.332071], [-0.090006, -0.116567, 0.183423, -0.189646, 0.09422, -0.409759], [0.194923, -0.193067, 0.184146, -0.073156, -0.165596, 0.327646], [-0.263817, -0.074387, 0.031731, 0.269062, 0.213626, -0.14799]], "network.10.bias": [-0.183621, -0.206108, -0.574151, 0.044134, -0.235433, 0.678674], "network.12.weight": [[-0.578101, -0.443542, -0.499354, 0.177794, -0.321061, 0.362325]], "network.12.bias": [0.487274]}
|
{"alternating": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7557142857142857, "precision": 0.16758241758241757, "recall": 0.61, "f1": 0.2629310344827586, "tp": 61, "fp": 303, "fn": 39, "tn": 997, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.71, "precision": 0.07967032967032966, "recall": 0.29, "f1": 0.125, "tp": 29, "fp": 335, "fn": 71, "tn": 965, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.756, "precision": 0.21212121212121213, "recall": 0.98, "f1": 0.3487544483985765, "tp": 98, "fp": 364, "fn": 2, "tn": 1036, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.7185714285714285, "precision": 0.09615384615384616, "recall": 0.35, "f1": 0.15086206896551724, "tp": 35, "fp": 329, "fn": 65, "tn": 971, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7428571428571429, "precision": 0.14285714285714285, "recall": 0.52, "f1": 0.2241379310344828, "tp": 52, "fp": 312, "fn": 48, "tn": 988, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8071428571428572, "precision": 0.2664835164835165, "recall": 0.97, "f1": 0.4181034482758621, "tp": 97, "fp": 267, "fn": 3, "tn": 1033, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.76, "precision": 0.17582417582417584, "recall": 0.64, "f1": 0.27586206896551724, "tp": 64, "fp": 300, "fn": 36, "tn": 1000, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7057142857142857, "precision": 0.07142857142857142, "recall": 0.26, "f1": 0.1120689655172414, "tp": 26, "fp": 338, "fn": 74, "tn": 962, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7119591836734696, "macro_precision": 0.08658008658008658, "macro_recall": 0.32999999999999996, "macro_f1": 0.13697999754571114, "micro_accuracy": 0.7121827411167513, "micro_precision": 0.0889487870619946, "micro_recall": 0.33, "micro_f1": 0.14012738853503184}}
|
{"network.0.weight": [[-0.3490384817123413, -0.07065241038799286, 0.04982214793562889, 0.20672577619552612, 0.124699167907238], [0.0156599972397089, 0.06614002585411072, 0.046122852712869644, -0.37919965386390686, -0.0818251445889473], [0.21536381542682648, 0.1341714859008789, 0.016620269045233727, 0.029367880895733833, 0.07043434679508209], [-0.3809909522533417, -0.08400110900402069, 0.047815486788749695, 0.21461878716945648, 0.13141284883022308], [0.047023095190525055, 0.07376744598150253, -0.0029410445131361485, -0.4325483739376068, -0.09812411665916443], [0.27157658338546753, 0.11040900647640228, 0.0037032088730484247, 0.08771125972270966, 0.0831911563873291]], "network.0.bias": [0.009115519002079964, 0.043768201023340225, 0.0220931526273489, 0.01813475973904133, 0.053324539214372635, -0.0201279129832983], "network.10.weight": [[-0.4023623466491699, -0.13536277413368225, 0.07066158205270767, 0.1818145215511322, 0.11368200927972794, 0.01623324118554592], [0.08946960419416428, -0.016963625326752663, -0.260242223739624, -0.11982127279043198, 0.03594541922211647, 0.03530089184641838], [0.04188849404454231, 0.09283681958913803, 0.056692782789468765, 0.00945213157683611, -0.2225286364555359, -0.11095559597015381], [0.025071676820516586, 0.11974801123142242, 0.032458413392305374, 0.07452668249607086, 0.024286821484565735, 0.014871557243168354], [-0.1346466839313507, 0.029364032670855522, 0.03489832580089569, 0.09079864621162415, 0.021202946081757545, 0.061428435146808624], [0.03636472299695015, -0.20578482747077942, -0.06807421147823334, 0.012793225236237049, 0.06315828114748001, 0.07646093517541885]], "network.10.bias": [0.13411207497119904, 0.11383867263793945, 0.04541681334376335, -0.21266163885593414, 0.041752010583877563, 0.022526467218995094], "network.12.weight": [[0.06694044917821884, -0.02512500435113907, 0.04570271447300911, -0.1903526932001114, -0.08006654679775238, -0.0014266320504248142]], "network.12.bias": [0.0402473621070385], "network.2.weight": [[0.07334525138139725, 0.03548829257488251, 0.040882546454668045, 0.023425407707691193, 0.05838177725672722, -0.1833435595035553], [0.014797371812164783, 0.06971659511327744, 0.0364389605820179, 0.039554812014102936, 0.06026844307780266, 0.03108922392129898], [-0.1440880447626114, -0.07251660525798798, -0.007139588240534067, 0.0903162807226181, 0.03432587534189224, 0.026893826201558113], [0.026414111256599426, 0.02622872032225132, -0.14667977392673492, -0.047736309468746185, 0.02169436775147915, 0.08358011394739151], [0.007685887161642313, 0.05247652158141136, 0.04076062887907028, 0.013805617578327656, -0.15883640944957733, 0.001941144815646112], [0.13525894284248352, -0.036553625017404556, 0.03731885179877281, 0.047025296837091446, 0.02042507380247116, 0.007272948976606131]], "network.2.bias": [-0.051980096846818924, 0.034036073833703995, 0.040903523564338684, 0.027046196162700653, 0.028876973316073418, -0.1351562887430191], "network.4.weight": [[-0.02522210404276848, 0.046911850571632385, 0.09444791823625565, -0.02494826540350914, 0.005712565500289202, 0.03880171850323677], [0.014075119979679585, -0.132680743932724, -0.018042417243123055, 0.01764811761677265, 0.10841893404722214, -0.005363043863326311], [0.04674984887242317, 0.04507157579064369, 0.023427387699484825, -0.10705240815877914, -0.018098630011081696, 0.021487748250365257], [-0.0032595961820334196, -0.0029103958513587713, 0.042569682002067566, 0.020365487784147263, 0.03051060251891613, -0.09031698852777481], [0.004581173416227102, 0.08397383987903595, -0.021871577948331833, 0.015473367646336555, 0.03816315531730652, 0.0319858193397522], [-0.055901989340782166, 0.02739470824599266, -0.015391889028251171, 0.0798034593462944, -0.029973994940519333, 0.02071424201130867]], "network.4.bias": [0.04302027076482773, 0.0011849424336105585, 0.0852283239364624, 0.0023375959135591984, 0.009202529676258564, 0.030058840289711952], "network.6.weight": [[0.044929388910532, -0.015226046554744244, -0.06821862608194351, 0.02780148759484291, -0.012139352969825268, 0.07987361401319504], [0.01652059517800808, 0.02099170722067356, 0.024111121892929077, -0.006257536355406046, -0.07612181454896927, 0.036746200174093246], [0.08947401493787766, 0.010174690745770931, 0.012384356930851936, 0.012980925850570202, 0.021111104637384415, -0.01411775778979063], [0.024115227162837982, 0.0025378107093274593, 0.10183153301477432, -0.009843339212238789, 0.01373245008289814, 0.019682958722114563], [0.009005178697407246, -0.019772792235016823, 0.038233235478401184, -0.018357427790760994, 0.09516572207212448, 0.01483283843845129], [0.014626902528107166, 0.03007403016090393, 2.4279052013298497e-05, -0.01664687879383564, 0.03895605355501175, -0.022721031680703163]], "network.6.bias": [0.0017024606931954622, -0.013260374777019024, -0.039824020117521286, 0.03158213943243027, 0.011933539062738419, 0.09803809225559235], "network.8.weight": [[0.01677807793021202, 0.01562792994081974, 0.0049704620614647865, 0.038377001881599426, -0.010793711058795452, -0.008635963313281536], [-0.039473798125982285, 0.09484017640352249, 0.08514361828565598, -0.008096380159258842, 0.0002917832462117076, 0.022174999117851257], [-0.012705215252935886, 0.01698244735598564, 0.0043230182491242886, 0.05976894870400429, 0.007185525726526976, 0.010953711345791817], [0.01138137187808752, 0.018567858263850212, -0.005119196604937315, 0.03489534184336662, 0.01887931115925312, 0.06660079210996628], [0.0289862509816885, 0.010641958564519882, 0.0018234280869364738, 0.0031739152036607265, 0.008554465137422085, 0.03909359499812126], [0.059116967022418976, -0.0016108572017401457, 0.030072856694459915, 0.0034105824306607246, -0.00448348093777895, -0.00993452500551939]], "network.8.bias": [0.05096979811787605, -0.008070210926234722, 0.015639886260032654, -0.0007381371106021106, 0.01947399415075779, 0.012005574069917202]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.417747, 0.56874, 0.52511, 0.189843, -0.252099], [-0.2928, -0.121792, -0.243724, 0.364649, 0.619294], [0.099001, 0.674738, 0.279138, 0.105319, -0.13758], [0.512164, 0.451853, -0.153228, 0.601125, -0.380526], [0.247228, 0.178128, 0.184955, 0.353843, -0.690707], [0.075018, -0.399335, -0.083468, -0.3316, -0.348709]], "network.0.bias": [0.391874, -0.32073, -0.108176, 0.130995, 0.177346, 0.169546], "network.2.weight": [[0.18839, -0.645206, 0.112406, 0.295422, 0.70954, -0.642802], [-0.258883, -0.739934, -0.075187, 0.063137, 0.212864, 0.186096], [-0.1607, -0.402227, -0.387982, -0.085004, 0.582955, -0.426788], [0.307865, -0.638941, 0.046504, 0.534504, 0.439095, -0.428839], [0.179085, 0.317273, -0.158274, -0.234877, -0.011875, -0.008957], [-0.399621, -0.213544, -0.353513, 0.031466, 0.646155, -0.51041]], "network.2.bias": [0.496319, -0.126345, -0.3619, 0.568459, -0.509055, -0.495053], "network.4.weight": [[-0.146494, 0.385501, 0.326716, -0.235977, 0.462707, 0.051964], [0.407784, -0.390722, -0.229143, 0.68268, 0.157881, -0.140149], [0.520877, -0.882804, -0.656267, 0.878523, -0.381483, -0.790349], [-0.280802, -0.26557, -0.047815, 0.576136, 0.219519, -0.23283], [0.476977, -0.370462, -0.594893, 0.80051, -0.216416, -0.629067], [-0.069382, 0.028958, 0.382633, -0.615639, -0.563692, 0.307291]], "network.4.bias": [0.01936, 0.225106, 0.198522, -0.419645, 0.315051, 0.37045], "network.6.weight": [[-0.450889, 0.088825, -0.113356, -0.542293, -0.127312, 0.020521], [-0.612643, 0.352483, 0.698902, 0.05902, 0.372789, -0.321059], [-0.094284, 0.365258, 0.765997, 0.129644, 0.907734, -0.513985], [0.101063, -0.120074, -0.373808, -0.270042, 0.103121, 0.188015], [0.029141, 0.788459, 0.812403, -0.315593, 0.7281, -0.756612], [0.354416, 0.212456, -0.088284, -0.178189, -0.405292, -0.616307]], "network.6.bias": [-0.170627, -0.203008, 0.002543, 0.213677, -0.076952, 0.175258], "network.8.weight": [[0.341629, -0.446494, -0.753682, -0.905531, -0.797172, -0.474193], [-0.090656, 0.728223, 0.536108, -0.289553, 0.695508, -0.168149], [0.037869, 0.008783, 0.532273, -0.491112, 0.56892, -0.143987], [-0.71927, -0.212925, 0.001085, 0.191963, -0.031885, 0.22402], [0.052269, 0.118092, 0.556665, 0.018694, 0.365617, -0.234021], [0.264047, -0.369314, -0.803952, 0.00652, -0.697981, -0.095156]], "network.8.bias": [-0.231249, 0.049986, -0.105327, 0.160873, -0.0485, -0.340813], "network.10.weight": [[0.604072, 0.56186, 0.308718, -0.42348, 0.077079, 0.428439], [0.039975, 0.716379, 0.398246, 0.069175, 0.453861, 0.457727], [0.686261, -0.781384, -0.528825, 0.118917, -0.659343, -0.332071], [-0.090006, -0.116567, 0.183423, -0.189646, 0.09422, -0.409759], [0.194923, -0.193067, 0.184146, -0.073156, -0.165596, 0.327646], [-0.263817, -0.074387, 0.031731, 0.269062, 0.213626, -0.14799]], "network.10.bias": [-0.183621, -0.206108, -0.574151, 0.044134, -0.235433, 0.678674], "network.12.weight": [[-0.578101, -0.443542, -0.499354, 0.177794, -0.321061, 0.362325]], "network.12.bias": [0.487274]}
|
{"alternating": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7557142857142857, "precision": 0.16758241758241757, "recall": 0.61, "f1": 0.2629310344827586, "tp": 61, "fp": 303, "fn": 39, "tn": 997, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.71, "precision": 0.07967032967032966, "recall": 0.29, "f1": 0.125, "tp": 29, "fp": 335, "fn": 71, "tn": 965, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.756, "precision": 0.21212121212121213, "recall": 0.98, "f1": 0.3487544483985765, "tp": 98, "fp": 364, "fn": 2, "tn": 1036, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.7185714285714285, "precision": 0.09615384615384616, "recall": 0.35, "f1": 0.15086206896551724, "tp": 35, "fp": 329, "fn": 65, "tn": 971, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7428571428571429, "precision": 0.14285714285714285, "recall": 0.52, "f1": 0.2241379310344828, "tp": 52, "fp": 312, "fn": 48, "tn": 988, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8071428571428572, "precision": 0.2664835164835165, "recall": 0.97, "f1": 0.4181034482758621, "tp": 97, "fp": 267, "fn": 3, "tn": 1033, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.76, "precision": 0.17582417582417584, "recall": 0.64, "f1": 0.27586206896551724, "tp": 64, "fp": 300, "fn": 36, "tn": 1000, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7057142857142857, "precision": 0.07142857142857142, "recall": 0.26, "f1": 0.1120689655172414, "tp": 26, "fp": 338, "fn": 74, "tn": 962, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7119591836734696, "macro_precision": 0.08658008658008658, "macro_recall": 0.32999999999999996, "macro_f1": 0.13697999754571114, "micro_accuracy": 0.7121827411167513, "micro_precision": 0.0889487870619946, "micro_recall": 0.33, "micro_f1": 0.14012738853503184}}
|
{"network.0.weight": [[0.38416388630867004, 0.16105137765407562, 0.07555823028087616, 0.028223779052495956, -0.09468812495470047], [0.06467730551958084, 0.05939238891005516, 0.06112787872552872, 0.45202749967575073, 0.13598394393920898], [-0.023862622678279877, -0.09826881438493729, -0.10843125730752945, 0.11178794503211975, 0.042191073298454285], [0.5446520447731018, 0.10124832391738892, 0.08631488680839539, -0.0689171627163887, -0.10923551768064499], [0.16202902793884277, 0.024193227291107178, 0.008599919266998768, 0.6810382008552551, 0.01700475439429283], [-0.16559596359729767, -0.13540711998939514, -0.11080285161733627, 0.3202144503593445, -0.05466572940349579]], "network.0.bias": [-0.10019753128290176, 0.08066342771053314, 0.026133941486477852, -0.11279971897602081, 0.07838805019855499, 0.021278096362948418], "network.10.weight": [[0.7590795159339905, -0.08658033609390259, 0.07231764495372772, -0.17741984128952026, -0.1256398856639862, -0.07962913066148758], [-0.0502149872481823, 0.024252915754914284, 0.5131495594978333, -0.08074814081192017, 0.09695827960968018, -0.03787662833929062], [0.0028504265937954187, 0.2486308515071869, -0.0783466026186943, 0.018501529470086098, 0.14931628108024597, -0.08222346752882004], [0.09331701695919037, 0.05259731411933899, 0.04442065581679344, 0.09370657801628113, -0.11193325370550156, 0.03592439368367195], [-0.1322777271270752, 0.09232956171035767, 0.1147630363702774, 0.08674460649490356, 0.042437922209501266, 0.05064767226576805], [0.06872935593128204, -0.04462480545043945, -0.02168334648013115, 0.05390835925936699, 0.17769351601600647, 0.09381351619958878]], "network.10.bias": [0.4051770567893982, -0.04966137185692787, 0.11724139750003815, -0.0024871560744941235, -0.08417845517396927, 0.03993809595704079], "network.12.weight": [[-0.009791315533220768, -0.1951574683189392, 0.14439348876476288, -0.07311154156923294, -0.04973295331001282, 0.025458982214331627]], "network.12.bias": [0.1647508442401886], "network.2.weight": [[0.10595757514238358, 0.05199920013546944, -0.01816239021718502, -0.10803798586130142, 0.15252132713794708, -0.04155464097857475], [-0.0008584284805692732, 0.21393302083015442, 0.07189277559518814, 0.03946057707071304, -0.01380187924951315, -0.08582595735788345], [-0.08043132722377777, -0.04072040691971779, -0.03057720698416233, 0.2155773937702179, 0.09652744978666306, 0.02975686825811863], [-0.05109718441963196, 0.1353471577167511, -0.08470488339662552, -0.014084640890359879, -0.006440820638090372, 0.1967732310295105], [0.0073315599001944065, 0.017356080934405327, -0.03550491854548454, 0.13880307972431183, -0.056291576474905014, 0.06123087927699089], [0.2655443251132965, 0.03841743245720863, -0.013320134952664375, 0.03819963335990906, -0.007943258620798588, 0.09176512062549591]], "network.2.bias": [-0.009925056248903275, 0.1978508085012436, -0.02525137923657894, 0.10039668530225754, -0.004332704935222864, -0.06482940167188644], "network.4.weight": [[0.018676314502954483, 0.05596069619059563, 0.22067497670650482, 0.04611233249306679, -0.03694096952676773, 0.05744088441133499], [0.08039014786481857, -0.08888472616672516, 0.04086500406265259, 0.02266686223447323, 0.20081892609596252, 0.0857432559132576], [0.06925465166568756, 0.02878541871905327, 0.08883775025606155, -0.08700624108314514, 0.04252747818827629, 0.030977914109826088], [0.08901750296354294, -0.035076189786195755, 0.07100875675678253, 0.008107348345220089, 0.08042582124471664, -0.06770610809326172], [-0.024277132004499435, 0.22908274829387665, 0.11957980692386627, -0.031556665897369385, 0.05067290738224983, 0.036678556352853775], [-0.03642069175839424, 0.10328637063503265, -0.0693349689245224, 0.23939818143844604, 0.16069144010543823, -0.031061997637152672]], "network.4.bias": [0.008736028335988522, -0.040187157690525055, 0.17786481976509094, 0.07270418107509613, 0.038270503282547, 0.025399399921298027], "network.6.weight": [[0.06146689131855965, -0.006447973195463419, -0.07278114557266235, 0.0963125228881836, -0.06771679222583771, 0.2491033524274826], [-0.024910569190979004, 0.028500495478510857, 0.04684747755527496, -0.012860485352575779, -0.08227580785751343, 0.08606862276792526], [0.24572724103927612, 0.25274619460105896, -0.022723687812685966, 0.024395573884248734, 0.042048003524541855, -0.03136800602078438], [0.10153486579656601, -0.022734245285391808, 0.24299843609333038, 0.1574554741382599, -0.03345690667629242, 0.025120066478848457], [0.03846226632595062, 0.010701843537390232, 0.11741912364959717, -0.06551259011030197, 0.24685287475585938, 0.23515070974826813], [0.011138669215142727, 0.06071501597762108, 0.007589397486299276, 0.0024338779039680958, 0.11712256073951721, -0.08453063666820526]], "network.6.bias": [0.2146151214838028, -0.07115622609853745, -0.006931175943464041, 0.04698244482278824, -0.040607620030641556, 0.2792321741580963], "network.8.weight": [[0.2660650312900543, -0.03887774422764778, -0.005944409407675266, 0.07459398359060287, -0.016646957024931908, 0.008747152052819729], [-0.0922410786151886, 0.22045883536338806, 0.3669132888317108, -0.0659167617559433, 0.0044705746695399284, 0.05617643892765045], [0.017345549538731575, 0.0791083499789238, 0.003798005636781454, 0.14044223725795746, 0.17503587901592255, -0.0258126650005579], [0.0035745399072766304, 0.0540497787296772, 0.039762355387210846, 0.08628760278224945, 0.00853357557207346, 0.1402321308851242], [-0.009137713350355625, 0.031638968735933304, 0.01284728292375803, 0.031068382784724236, 0.056460391730070114, 0.08127781003713608], [0.134674072265625, 0.17767177522182465, -0.00952402874827385, 0.02187275141477585, 0.017090152949094772, -0.0034767859615385532]], "network.8.bias": [0.11004531383514404, -0.03555861487984657, 0.028516875579953194, 0.1629970371723175, -0.0007917606853879988, 0.040913838893175125]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.417747, 0.56874, 0.52511, 0.189843, -0.252099], [-0.2928, -0.121792, -0.243724, 0.364649, 0.619294], [0.099001, 0.674738, 0.279138, 0.105319, -0.13758], [0.512164, 0.451853, -0.153228, 0.601125, -0.380526], [0.247228, 0.178128, 0.184955, 0.353843, -0.690707], [0.075018, -0.399335, -0.083468, -0.3316, -0.348709]], "network.0.bias": [0.391874, -0.32073, -0.108176, 0.130995, 0.177346, 0.169546], "network.2.weight": [[0.18839, -0.645206, 0.112406, 0.295422, 0.70954, -0.642802], [-0.258883, -0.739934, -0.075187, 0.063137, 0.212864, 0.186096], [-0.1607, -0.402227, -0.387982, -0.085004, 0.582955, -0.426788], [0.307865, -0.638941, 0.046504, 0.534504, 0.439095, -0.428839], [0.179085, 0.317273, -0.158274, -0.234877, -0.011875, -0.008957], [-0.399621, -0.213544, -0.353513, 0.031466, 0.646155, -0.51041]], "network.2.bias": [0.496319, -0.126345, -0.3619, 0.568459, -0.509055, -0.495053], "network.4.weight": [[-0.146494, 0.385501, 0.326716, -0.235977, 0.462707, 0.051964], [0.407784, -0.390722, -0.229143, 0.68268, 0.157881, -0.140149], [0.520877, -0.882804, -0.656267, 0.878523, -0.381483, -0.790349], [-0.280802, -0.26557, -0.047815, 0.576136, 0.219519, -0.23283], [0.476977, -0.370462, -0.594893, 0.80051, -0.216416, -0.629067], [-0.069382, 0.028958, 0.382633, -0.615639, -0.563692, 0.307291]], "network.4.bias": [0.01936, 0.225106, 0.198522, -0.419645, 0.315051, 0.37045], "network.6.weight": [[-0.450889, 0.088825, -0.113356, -0.542293, -0.127312, 0.020521], [-0.612643, 0.352483, 0.698902, 0.05902, 0.372789, -0.321059], [-0.094284, 0.365258, 0.765997, 0.129644, 0.907734, -0.513985], [0.101063, -0.120074, -0.373808, -0.270042, 0.103121, 0.188015], [0.029141, 0.788459, 0.812403, -0.315593, 0.7281, -0.756612], [0.354416, 0.212456, -0.088284, -0.178189, -0.405292, -0.616307]], "network.6.bias": [-0.170627, -0.203008, 0.002543, 0.213677, -0.076952, 0.175258], "network.8.weight": [[0.341629, -0.446494, -0.753682, -0.905531, -0.797172, -0.474193], [-0.090656, 0.728223, 0.536108, -0.289553, 0.695508, -0.168149], [0.037869, 0.008783, 0.532273, -0.491112, 0.56892, -0.143987], [-0.71927, -0.212925, 0.001085, 0.191963, -0.031885, 0.22402], [0.052269, 0.118092, 0.556665, 0.018694, 0.365617, -0.234021], [0.264047, -0.369314, -0.803952, 0.00652, -0.697981, -0.095156]], "network.8.bias": [-0.231249, 0.049986, -0.105327, 0.160873, -0.0485, -0.340813], "network.10.weight": [[0.604072, 0.56186, 0.308718, -0.42348, 0.077079, 0.428439], [0.039975, 0.716379, 0.398246, 0.069175, 0.453861, 0.457727], [0.686261, -0.781384, -0.528825, 0.118917, -0.659343, -0.332071], [-0.090006, -0.116567, 0.183423, -0.189646, 0.09422, -0.409759], [0.194923, -0.193067, 0.184146, -0.073156, -0.165596, 0.327646], [-0.263817, -0.074387, 0.031731, 0.269062, 0.213626, -0.14799]], "network.10.bias": [-0.183621, -0.206108, -0.574151, 0.044134, -0.235433, 0.678674], "network.12.weight": [[-0.578101, -0.443542, -0.499354, 0.177794, -0.321061, 0.362325]], "network.12.bias": [0.487274]}
|
{"alternating": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7557142857142857, "precision": 0.16758241758241757, "recall": 0.61, "f1": 0.2629310344827586, "tp": 61, "fp": 303, "fn": 39, "tn": 997, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.71, "precision": 0.07967032967032966, "recall": 0.29, "f1": 0.125, "tp": 29, "fp": 335, "fn": 71, "tn": 965, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.756, "precision": 0.21212121212121213, "recall": 0.98, "f1": 0.3487544483985765, "tp": 98, "fp": 364, "fn": 2, "tn": 1036, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.7185714285714285, "precision": 0.09615384615384616, "recall": 0.35, "f1": 0.15086206896551724, "tp": 35, "fp": 329, "fn": 65, "tn": 971, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7428571428571429, "precision": 0.14285714285714285, "recall": 0.52, "f1": 0.2241379310344828, "tp": 52, "fp": 312, "fn": 48, "tn": 988, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8071428571428572, "precision": 0.2664835164835165, "recall": 0.97, "f1": 0.4181034482758621, "tp": 97, "fp": 267, "fn": 3, "tn": 1033, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.76, "precision": 0.17582417582417584, "recall": 0.64, "f1": 0.27586206896551724, "tp": 64, "fp": 300, "fn": 36, "tn": 1000, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7057142857142857, "precision": 0.07142857142857142, "recall": 0.26, "f1": 0.1120689655172414, "tp": 26, "fp": 338, "fn": 74, "tn": 962, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7119591836734696, "macro_precision": 0.08658008658008658, "macro_recall": 0.32999999999999996, "macro_f1": 0.13697999754571114, "micro_accuracy": 0.7121827411167513, "micro_precision": 0.0889487870619946, "micro_recall": 0.33, "micro_f1": 0.14012738853503184}}
|
{"network.0.weight": [[-0.37270382046699524, -0.07321614027023315, 0.08026046305894852, 0.2910442054271698, 0.15158510208129883], [-0.045989107340574265, 0.048281118273735046, 0.027350476011633873, -0.3808195888996124, -0.071616530418396], [0.2949288487434387, 0.151127427816391, 0.038735244423151016, -0.03420460969209671, 0.051889047026634216], [-0.3682019114494324, -0.06481871008872986, 0.07033298164606094, 0.28862249851226807, 0.13982194662094116], [-0.02196391485631466, 0.051619309931993484, -0.009923531673848629, -0.4114519953727722, -0.07207730412483215], [0.3413181006908417, 0.11384446173906326, 0.0190765131264925, 0.0024020476266741753, 0.059871114790439606]], "network.0.bias": [0.03303723409771919, 0.07052961736917496, 0.005318996962159872, 0.03723657503724098, 0.06733386218547821, -0.00859158020466566], "network.10.weight": [[-0.3878435492515564, -0.0875326544046402, 0.07231315970420837, 0.270122766494751, 0.11435487866401672, 0.030583882704377174], [0.08539479970932007, 0.00915475282818079, -0.20578522980213165, -0.06422366201877594, 0.03766830638051033, 0.09126593917608261], [0.04719590023159981, 0.007727242074906826, 0.041675835847854614, 0.05595150589942932, -0.1544770449399948, -0.057617489248514175], [0.07262872159481049, 0.10935545712709427, 0.036240775138139725, 0.004082473926246166, 0.013198121450841427, 0.06654281169176102], [-0.08441407233476639, 0.031393442302942276, 0.06126432865858078, 0.0738697275519371, 0.028400013223290443, -0.0035515660420060158], [0.09772442281246185, -0.14008909463882446, -0.031050074845552444, 0.031582485884428024, 0.09458932280540466, 0.05216090753674507]], "network.10.bias": [0.0253225676715374, 0.10582105815410614, 0.04685426130890846, -0.12958039343357086, 0.0335288904607296, 0.033031005412340164], "network.12.weight": [[0.017980514094233513, -0.02611439675092697, 0.08858443796634674, -0.12819233536720276, -0.037957366555929184, 0.01838228665292263]], "network.12.bias": [0.07228276133537292], "network.2.weight": [[0.05035346746444702, 0.0475313737988472, -0.004519627429544926, 0.024901431053876877, 0.09257104247808456, -0.14810121059417725], [0.03499484434723854, 0.10204628109931946, 0.01669067144393921, 0.0606682263314724, -0.003326588310301304, 0.035582222044467926], [-0.09937579929828644, -0.0304688923060894, 0.013224889524281025, 0.10495024174451828, 0.018325690180063248, 0.04797499626874924], [0.03303487226366997, 0.055651210248470306, -0.10997290909290314, -0.005423879716545343, 0.034544192254543304, 0.09138672798871994], [0.03274839371442795, -0.007113625295460224, 0.041293591260910034, 0.049129731953144073, -0.11707796156406403, 0.03142814710736275], [0.12771525979042053, -0.03137253597378731, 0.06520012021064758, -0.025991788133978844, 0.030367307364940643, 0.0335993655025959]], "network.2.bias": [-0.008029405027627945, 0.07011763006448746, -0.008451704867184162, 0.014989941380918026, 0.04915216937661171, -0.10337987542152405], "network.4.weight": [[0.005224122200161219, 0.058444831520318985, 0.0960453525185585, -0.008500971831381321, 0.04115151986479759, -0.02753695286810398], [0.03584546223282814, -0.10394589602947235, 0.019284723326563835, 0.039180655032396317, 0.09449829161167145, 0.016545142978429794], [-0.017255282029509544, 0.04320434480905533, 0.04579845443367958, -0.08863343298435211, 0.01778274029493332, 0.03975020721554756], [0.022729327902197838, 0.034744054079055786, -0.015842881053686142, 0.02313825488090515, 0.04798290506005287, -0.07697433233261108], [0.022319862619042397, 0.07396101206541061, 0.008668848313391209, 0.056446898728609085, -0.02594851888716221, 0.04001092165708542], [-0.054199252277612686, 0.06094072386622429, 0.006378380116075277, 0.07193721830844879, 0.0026863806415349245, 0.06426221877336502]], "network.4.bias": [0.04855821281671524, 0.033917274326086044, 0.0756516233086586, 0.03701866790652275, 0.021066894754767418, -0.037352461367845535], "network.6.weight": [[0.05285406857728958, -0.008810131810605526, -0.06487511098384857, 0.06212170049548149, 0.005243567284196615, 0.07025950402021408], [0.05978788435459137, -0.03769562393426895, 0.03302264213562012, -0.003548780921846628, -0.07243871688842773, 0.06880731880664825], [0.07931377738714218, 0.04036605730652809, 0.05301894620060921, -0.04218846932053566, 0.028555314987897873, -0.014304730109870434], [0.058673229068517685, 0.024260656908154488, 0.071402408182621, 0.021701829507946968, 0.05358198657631874, -0.038776081055402756], [0.007970509119331837, -0.03803333640098572, 0.06823348999023438, 0.0029540988616645336, 0.06607941538095474, 0.04773813486099243], [-0.042528871446847916, 0.04652188718318939, -0.008573169820010662, -0.03913787379860878, 0.070381298661232, -0.000723984616342932]], "network.6.bias": [0.03386053442955017, 0.004011066164821386, -0.04901684820652008, 0.044545695185661316, 0.05416883900761604, 0.07247327268123627], "network.8.weight": [[0.0479547381401062, 0.06120367348194122, -0.05107391998171806, 0.05145948380231857, -0.021442914381623268, -0.023085879161953926], [-0.02445375546813011, 0.062251798808574677, 0.11001455038785934, 0.0372113436460495, -0.04514554515480995, 0.03679805248975754], [-0.02462858520448208, 0.04548860713839531, 0.02004309557378292, 0.019584864377975464, 0.035580556839704514, 0.04554665461182594], [0.026104163378477097, 0.016660800203680992, -0.023906832560896873, 0.062379758805036545, 0.03158734366297722, 0.020775843411684036], [0.05910502001643181, -0.024708731099963188, 0.022232521325349808, 0.0027940659783780575, -0.01821046881377697, 0.065488301217556], [0.012967117130756378, 0.02497468888759613, 0.060437221080064774, -0.031792089343070984, 0.017950881272554398, -0.014190166257321835]], "network.8.bias": [0.07787711173295975, -0.019821586087346077, -0.02224505878984928, 0.026767540723085403, 0.033868368715047836, -0.006739178206771612]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.417747, 0.56874, 0.52511, 0.189843, -0.252099], [-0.2928, -0.121792, -0.243724, 0.364649, 0.619294], [0.099001, 0.674738, 0.279138, 0.105319, -0.13758], [0.512164, 0.451853, -0.153228, 0.601125, -0.380526], [0.247228, 0.178128, 0.184955, 0.353843, -0.690707], [0.075018, -0.399335, -0.083468, -0.3316, -0.348709]], "network.0.bias": [0.391874, -0.32073, -0.108176, 0.130995, 0.177346, 0.169546], "network.2.weight": [[0.18839, -0.645206, 0.112406, 0.295422, 0.70954, -0.642802], [-0.258883, -0.739934, -0.075187, 0.063137, 0.212864, 0.186096], [-0.1607, -0.402227, -0.387982, -0.085004, 0.582955, -0.426788], [0.307865, -0.638941, 0.046504, 0.534504, 0.439095, -0.428839], [0.179085, 0.317273, -0.158274, -0.234877, -0.011875, -0.008957], [-0.399621, -0.213544, -0.353513, 0.031466, 0.646155, -0.51041]], "network.2.bias": [0.496319, -0.126345, -0.3619, 0.568459, -0.509055, -0.495053], "network.4.weight": [[-0.146494, 0.385501, 0.326716, -0.235977, 0.462707, 0.051964], [0.407784, -0.390722, -0.229143, 0.68268, 0.157881, -0.140149], [0.520877, -0.882804, -0.656267, 0.878523, -0.381483, -0.790349], [-0.280802, -0.26557, -0.047815, 0.576136, 0.219519, -0.23283], [0.476977, -0.370462, -0.594893, 0.80051, -0.216416, -0.629067], [-0.069382, 0.028958, 0.382633, -0.615639, -0.563692, 0.307291]], "network.4.bias": [0.01936, 0.225106, 0.198522, -0.419645, 0.315051, 0.37045], "network.6.weight": [[-0.450889, 0.088825, -0.113356, -0.542293, -0.127312, 0.020521], [-0.612643, 0.352483, 0.698902, 0.05902, 0.372789, -0.321059], [-0.094284, 0.365258, 0.765997, 0.129644, 0.907734, -0.513985], [0.101063, -0.120074, -0.373808, -0.270042, 0.103121, 0.188015], [0.029141, 0.788459, 0.812403, -0.315593, 0.7281, -0.756612], [0.354416, 0.212456, -0.088284, -0.178189, -0.405292, -0.616307]], "network.6.bias": [-0.170627, -0.203008, 0.002543, 0.213677, -0.076952, 0.175258], "network.8.weight": [[0.341629, -0.446494, -0.753682, -0.905531, -0.797172, -0.474193], [-0.090656, 0.728223, 0.536108, -0.289553, 0.695508, -0.168149], [0.037869, 0.008783, 0.532273, -0.491112, 0.56892, -0.143987], [-0.71927, -0.212925, 0.001085, 0.191963, -0.031885, 0.22402], [0.052269, 0.118092, 0.556665, 0.018694, 0.365617, -0.234021], [0.264047, -0.369314, -0.803952, 0.00652, -0.697981, -0.095156]], "network.8.bias": [-0.231249, 0.049986, -0.105327, 0.160873, -0.0485, -0.340813], "network.10.weight": [[0.604072, 0.56186, 0.308718, -0.42348, 0.077079, 0.428439], [0.039975, 0.716379, 0.398246, 0.069175, 0.453861, 0.457727], [0.686261, -0.781384, -0.528825, 0.118917, -0.659343, -0.332071], [-0.090006, -0.116567, 0.183423, -0.189646, 0.09422, -0.409759], [0.194923, -0.193067, 0.184146, -0.073156, -0.165596, 0.327646], [-0.263817, -0.074387, 0.031731, 0.269062, 0.213626, -0.14799]], "network.10.bias": [-0.183621, -0.206108, -0.574151, 0.044134, -0.235433, 0.678674], "network.12.weight": [[-0.578101, -0.443542, -0.499354, 0.177794, -0.321061, 0.362325]], "network.12.bias": [0.487274]}
|
{"alternating": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7557142857142857, "precision": 0.16758241758241757, "recall": 0.61, "f1": 0.2629310344827586, "tp": 61, "fp": 303, "fn": 39, "tn": 997, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.71, "precision": 0.07967032967032966, "recall": 0.29, "f1": 0.125, "tp": 29, "fp": 335, "fn": 71, "tn": 965, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.756, "precision": 0.21212121212121213, "recall": 0.98, "f1": 0.3487544483985765, "tp": 98, "fp": 364, "fn": 2, "tn": 1036, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.7185714285714285, "precision": 0.09615384615384616, "recall": 0.35, "f1": 0.15086206896551724, "tp": 35, "fp": 329, "fn": 65, "tn": 971, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7428571428571429, "precision": 0.14285714285714285, "recall": 0.52, "f1": 0.2241379310344828, "tp": 52, "fp": 312, "fn": 48, "tn": 988, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8071428571428572, "precision": 0.2664835164835165, "recall": 0.97, "f1": 0.4181034482758621, "tp": 97, "fp": 267, "fn": 3, "tn": 1033, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.76, "precision": 0.17582417582417584, "recall": 0.64, "f1": 0.27586206896551724, "tp": 64, "fp": 300, "fn": 36, "tn": 1000, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7057142857142857, "precision": 0.07142857142857142, "recall": 0.26, "f1": 0.1120689655172414, "tp": 26, "fp": 338, "fn": 74, "tn": 962, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7119591836734696, "macro_precision": 0.08658008658008658, "macro_recall": 0.32999999999999996, "macro_f1": 0.13697999754571114, "micro_accuracy": 0.7121827411167513, "micro_precision": 0.0889487870619946, "micro_recall": 0.33, "micro_f1": 0.14012738853503184}}
|
{"network.0.weight": [[-0.38810089230537415, -0.1514672040939331, -0.0028578960336744785, 0.2680966854095459, 0.20281696319580078], [-0.062645822763443, 0.05479759722948074, 0.03048255480825901, -0.40021294355392456, -0.154084712266922], [0.2882591485977173, 0.19972169399261475, 0.01680939830839634, -0.053613923490047455, 0.053822990506887436], [-0.3880699574947357, -0.14378722012043, -0.008603501133620739, 0.2952849864959717, 0.1821414828300476], [-0.04590679332613945, 0.05047234520316124, -0.012338205240666866, -0.43418437242507935, -0.1456058919429779], [0.3549547493457794, 0.16214704513549805, 0.012584665790200233, -0.01936803199350834, 0.04007897526025772]], "network.0.bias": [0.00926818884909153, -0.012371080927550793, 0.009378508664667606, 0.021527187898755074, -0.01418237667530775, -0.01909410022199154], "network.10.weight": [[-0.4115743935108185, -0.15674467384815216, -0.009003120474517345, 0.31450629234313965, 0.1668233573436737, 0.019088665023446083], [0.05368747189640999, -0.005051745567470789, -0.17296475172042847, -0.14113977551460266, -0.034194689244031906, 0.13504815101623535], [0.009944291785359383, -0.015475478954613209, 0.011255989782512188, 0.0699784904718399, -0.09327173233032227, -0.14182403683662415], [0.06889185309410095, 0.1514880657196045, -0.0011228749062865973, -0.021655848249793053, -0.03399620205163956, 0.10578110069036484], [-0.17317305505275726, -0.03393347188830376, 0.03232027590274811, 0.1161104366183281, -0.0025406607892364264, -0.021243711933493614], [0.14768190681934357, -0.08057840913534164, -0.10526973009109497, -0.05552033334970474, 0.04432711750268936, 0.09836233407258987]], "network.10.bias": [0.0039503080770373344, 0.14840218424797058, -0.01891987957060337, -0.06961354613304138, -0.02778855711221695, 0.021085994318127632], "network.12.weight": [[-0.05197030305862427, -0.0927109643816948, 0.2396899312734604, -0.07219284772872925, -0.11559109389781952, -0.06356790661811829]], "network.12.bias": [0.003842525416985154], "network.2.weight": [[0.0834314227104187, 0.024444328621029854, -0.05813398212194443, -0.03961912542581558, 0.26916104555130005, -0.0966065526008606], [-0.05786587670445442, 0.035472895950078964, 0.04644327983260155, 0.04657813534140587, -0.07199831306934357, -0.029749535024166107], [-0.05979829654097557, -0.10132366418838501, -0.07112258672714233, 0.04802820831537247, 0.04457630589604378, 0.03730940818786621], [-0.027635883539915085, 0.23709960281848907, -0.07830169796943665, -0.0632946789264679, -0.04156096279621124, 0.05128762871026993], [0.024018501862883568, -0.044800300151109695, -0.010942974127829075, 0.2304711788892746, -0.14941249787807465, 0.00724361976608634], [0.16253215074539185, -0.04104870930314064, 0.0554976612329483, -0.033030107617378235, 0.022899743169546127, 0.1376626342535019]], "network.2.bias": [-0.0756116732954979, 0.298733651638031, -0.06196189299225807, 0.03227023780345917, -0.009756810031831264, -0.12194854766130447], "network.4.weight": [[-0.010501930490136147, 0.010682604275643826, 0.11847159266471863, -0.024475224316120148, 0.019856425002217293, -0.02049446478486061], [0.12355073541402817, -0.12155807018280029, 0.009541422128677368, -0.012301060371100903, 0.13211309909820557, -0.007630553562194109], [-0.004764421842992306, 0.05464215576648712, 0.11841033399105072, -0.10929738730192184, 0.013155004009604454, -0.006053401622921228], [-0.0025512210559099913, 0.013843728229403496, 0.0017027229769155383, 0.035437747836112976, 0.10705145448446274, -0.12109905481338501], [-0.029921377077698708, 0.12037313729524612, -0.010406841523945332, 0.04019484668970108, -0.0117366136983037, 0.055854879319667816], [-0.11090513318777084, 0.07876691222190857, -0.05665888264775276, 0.1220814660191536, -0.0017320222686976194, 0.05177205055952072]], "network.4.bias": [0.04200974106788635, 0.015435012057423592, 0.11037752777338028, 0.043311167508363724, 0.0678437203168869, -0.02875966764986515], "network.6.weight": [[0.07106202095746994, 0.028239941224455833, -0.11585994809865952, 0.08486195653676987, -0.05727136507630348, 0.11937890201807022], [0.04197532311081886, -0.023305533453822136, 0.04770178347826004, 0.02705463580787182, -0.11890175193548203, 0.09335760772228241], [0.12228148430585861, 0.05835806950926781, 0.03773839399218559, -0.025434328243136406, 0.032722149044275284, 0.013856944628059864], [0.07181206345558167, -0.020804395899176598, 0.0929144024848938, 0.019309088587760925, 0.0357455350458622, -0.024857519194483757], [0.03760633245110512, -0.0635334923863411, 0.09129546582698822, -0.04573782533407211, 0.08990401774644852, 0.06655678898096085], [-0.03419020026922226, 0.04927236959338188, 0.01040900219231844, -0.06982910633087158, 0.09582487493753433, -0.050118397921323776]], "network.6.bias": [0.03901652246713638, -0.059752121567726135, -0.07128215581178665, 0.051319822669029236, 0.033587221056222916, 0.09738735109567642], "network.8.weight": [[0.08003842830657959, 0.03957055136561394, -0.04579519107937813, 0.05047448351979256, -0.010640348307788372, -0.03838513419032097], [-0.07458816468715668, 0.07524048537015915, 0.16719792783260345, 0.009980656206607819, -0.038269296288490295, 0.02207271009683609], [-0.01945752464234829, 0.05043768882751465, -0.0176240224391222, -0.00013579771621152759, 0.050111498683691025, 0.024436773732304573], [0.010789684019982815, 0.048268478363752365, -0.011704795993864536, 0.07523131370544434, -0.009343651123344898, -0.005284569691866636], [0.039917152374982834, -0.018669800832867622, 0.012194751761853695, 0.01956724189221859, -0.005779107566922903, 0.08032209426164627], [-0.012305524200201035, 0.041581202298402786, 0.04507378861308098, -0.026937449350953102, 0.0036012595519423485, -0.010671677999198437]], "network.8.bias": [0.10375504195690155, -0.013545091263949871, -0.015873927623033524, 0.03968324884772301, -0.008218715898692608, 0.01773596741259098]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.417747, 0.56874, 0.52511, 0.189843, -0.252099], [-0.2928, -0.121792, -0.243724, 0.364649, 0.619294], [0.099001, 0.674738, 0.279138, 0.105319, -0.13758], [0.512164, 0.451853, -0.153228, 0.601125, -0.380526], [0.247228, 0.178128, 0.184955, 0.353843, -0.690707], [0.075018, -0.399335, -0.083468, -0.3316, -0.348709]], "network.0.bias": [0.391874, -0.32073, -0.108176, 0.130995, 0.177346, 0.169546], "network.2.weight": [[0.18839, -0.645206, 0.112406, 0.295422, 0.70954, -0.642802], [-0.258883, -0.739934, -0.075187, 0.063137, 0.212864, 0.186096], [-0.1607, -0.402227, -0.387982, -0.085004, 0.582955, -0.426788], [0.307865, -0.638941, 0.046504, 0.534504, 0.439095, -0.428839], [0.179085, 0.317273, -0.158274, -0.234877, -0.011875, -0.008957], [-0.399621, -0.213544, -0.353513, 0.031466, 0.646155, -0.51041]], "network.2.bias": [0.496319, -0.126345, -0.3619, 0.568459, -0.509055, -0.495053], "network.4.weight": [[-0.146494, 0.385501, 0.326716, -0.235977, 0.462707, 0.051964], [0.407784, -0.390722, -0.229143, 0.68268, 0.157881, -0.140149], [0.520877, -0.882804, -0.656267, 0.878523, -0.381483, -0.790349], [-0.280802, -0.26557, -0.047815, 0.576136, 0.219519, -0.23283], [0.476977, -0.370462, -0.594893, 0.80051, -0.216416, -0.629067], [-0.069382, 0.028958, 0.382633, -0.615639, -0.563692, 0.307291]], "network.4.bias": [0.01936, 0.225106, 0.198522, -0.419645, 0.315051, 0.37045], "network.6.weight": [[-0.450889, 0.088825, -0.113356, -0.542293, -0.127312, 0.020521], [-0.612643, 0.352483, 0.698902, 0.05902, 0.372789, -0.321059], [-0.094284, 0.365258, 0.765997, 0.129644, 0.907734, -0.513985], [0.101063, -0.120074, -0.373808, -0.270042, 0.103121, 0.188015], [0.029141, 0.788459, 0.812403, -0.315593, 0.7281, -0.756612], [0.354416, 0.212456, -0.088284, -0.178189, -0.405292, -0.616307]], "network.6.bias": [-0.170627, -0.203008, 0.002543, 0.213677, -0.076952, 0.175258], "network.8.weight": [[0.341629, -0.446494, -0.753682, -0.905531, -0.797172, -0.474193], [-0.090656, 0.728223, 0.536108, -0.289553, 0.695508, -0.168149], [0.037869, 0.008783, 0.532273, -0.491112, 0.56892, -0.143987], [-0.71927, -0.212925, 0.001085, 0.191963, -0.031885, 0.22402], [0.052269, 0.118092, 0.556665, 0.018694, 0.365617, -0.234021], [0.264047, -0.369314, -0.803952, 0.00652, -0.697981, -0.095156]], "network.8.bias": [-0.231249, 0.049986, -0.105327, 0.160873, -0.0485, -0.340813], "network.10.weight": [[0.604072, 0.56186, 0.308718, -0.42348, 0.077079, 0.428439], [0.039975, 0.716379, 0.398246, 0.069175, 0.453861, 0.457727], [0.686261, -0.781384, -0.528825, 0.118917, -0.659343, -0.332071], [-0.090006, -0.116567, 0.183423, -0.189646, 0.09422, -0.409759], [0.194923, -0.193067, 0.184146, -0.073156, -0.165596, 0.327646], [-0.263817, -0.074387, 0.031731, 0.269062, 0.213626, -0.14799]], "network.10.bias": [-0.183621, -0.206108, -0.574151, 0.044134, -0.235433, 0.678674], "network.12.weight": [[-0.578101, -0.443542, -0.499354, 0.177794, -0.321061, 0.362325]], "network.12.bias": [0.487274]}
|
{"alternating": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7557142857142857, "precision": 0.16758241758241757, "recall": 0.61, "f1": 0.2629310344827586, "tp": 61, "fp": 303, "fn": 39, "tn": 997, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.71, "precision": 0.07967032967032966, "recall": 0.29, "f1": 0.125, "tp": 29, "fp": 335, "fn": 71, "tn": 965, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.756, "precision": 0.21212121212121213, "recall": 0.98, "f1": 0.3487544483985765, "tp": 98, "fp": 364, "fn": 2, "tn": 1036, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.7185714285714285, "precision": 0.09615384615384616, "recall": 0.35, "f1": 0.15086206896551724, "tp": 35, "fp": 329, "fn": 65, "tn": 971, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7428571428571429, "precision": 0.14285714285714285, "recall": 0.52, "f1": 0.2241379310344828, "tp": 52, "fp": 312, "fn": 48, "tn": 988, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8071428571428572, "precision": 0.2664835164835165, "recall": 0.97, "f1": 0.4181034482758621, "tp": 97, "fp": 267, "fn": 3, "tn": 1033, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.76, "precision": 0.17582417582417584, "recall": 0.64, "f1": 0.27586206896551724, "tp": 64, "fp": 300, "fn": 36, "tn": 1000, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7057142857142857, "precision": 0.07142857142857142, "recall": 0.26, "f1": 0.1120689655172414, "tp": 26, "fp": 338, "fn": 74, "tn": 962, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7119591836734696, "macro_precision": 0.08658008658008658, "macro_recall": 0.32999999999999996, "macro_f1": 0.13697999754571114, "micro_accuracy": 0.7121827411167513, "micro_precision": 0.0889487870619946, "micro_recall": 0.33, "micro_f1": 0.14012738853503184}}
|
{"network.0.weight": [[-0.22929193079471588, -0.10191668570041656, -0.008977520279586315, 0.18451502919197083, 0.1423732042312622], [-0.07988505810499191, 0.031032148748636246, 0.0750763788819313, -0.22921080887317657, -0.10380858182907104], [0.20014232397079468, 0.1396542340517044, 0.015525275841355324, -0.06408790498971939, 0.028484806418418884], [-0.2088705152273178, -0.09420251846313477, -0.022021429613232613, 0.20410186052322388, 0.1256825029850006], [-0.046334151178598404, 0.0257437601685524, 0.028394369408488274, -0.24106672406196594, -0.09409541636705399], [0.2584785223007202, 0.10515725612640381, 0.007058697286993265, -0.008008495904505253, 0.014822094701230526]], "network.0.bias": [0.010334918275475502, -0.022063883021473885, 0.053684260696172714, 0.017484882846474648, -0.030411796644330025, 0.02406916208565235], "network.10.weight": [[-0.209336519241333, -0.10771913826465607, -0.02750519849359989, 0.20367743074893951, 0.11132559180259705, 0.012225138023495674], [0.024945206940174103, 0.05565554276108742, -0.03157233074307442, -0.09868675470352173, -0.043083302676677704, 0.02909267693758011], [0.014245504513382912, -0.01051394920796156, -0.004457206465303898, 0.13466711342334747, 0.002006161492317915, -0.09280630946159363], [0.003028325969353318, 0.11258824914693832, 0.006370420102030039, -0.015970027074217796, -0.028298623859882355, 0.1443295180797577], [-0.11606251448392868, -0.036831293255090714, -0.00897907093167305, 0.08036892116069794, 0.000848600931931287, -0.02304348163306713], [0.17783616483211517, -0.020932352170348167, -0.048022568225860596, -0.053626831620931625, 0.005130921024829149, 0.0714237168431282]], "network.10.bias": [0.01573990099132061, 0.10640058666467667, -0.02274944819509983, 0.006495350506156683, -0.006830562837421894, 0.02374212257564068], "network.12.weight": [[-0.04944567754864693, -0.06703736633062363, 0.2476353943347931, -0.01590806618332863, -0.06731163710355759, -0.05924873426556587]], "network.12.bias": [-0.020501449704170227], "network.2.weight": [[0.06951764225959778, 0.025154659524559975, -0.0591404028236866, -0.01457152608782053, 0.2621978521347046, -0.03561616316437721], [-0.045846760272979736, -0.005397609900683165, 0.041853904724121094, 0.04436979070305824, -0.06331849098205566, -0.011821889318525791], [-0.01077278796583414, -0.05828523635864258, -0.05796302482485771, 0.023112628608942032, 0.04288686811923981, 0.03141031786799431], [-0.007889986969530582, 0.2179950773715973, -0.025920961052179337, -0.02943386137485504, -0.02775137685239315, 0.017946183681488037], [0.015393571928143501, -0.03658193349838257, 0.006023685447871685, 0.20675088465213776, -0.06639078259468079, 0.027844712138175964], [0.08086837828159332, -0.03281915560364723, 0.04676147922873497, -0.019208168610930443, 0.01628175377845764, 0.13868732750415802]], "network.2.bias": [-0.03912751004099846, 0.27837079763412476, -0.05674327537417412, 0.03763541951775551, 0.005960035603493452, -0.05168956518173218], "network.4.weight": [[0.001954734791070223, 0.020774701610207558, 0.04946383833885193, -0.010935583151876926, 0.014020698145031929, -0.00940591562539339], [0.12309689074754715, -0.049213942140340805, 0.0228692926466465, 0.005413207691162825, 0.06453939527273178, 0.0028693333733826876], [0.0061735184863209724, 0.03598441183567047, 0.11803852021694183, -0.04802004620432854, 0.025236789137125015, 0.015692053362727165], [0.013503066264092922, 0.0040999711491167545, 0.008449594490230083, 0.017710015177726746, 0.10561903566122055, -0.057940904051065445], [0.00270613981410861, 0.0482429638504982, 0.007256984245032072, 0.029926028102636337, -0.004065058194100857, 0.032231323421001434], [-0.05182253196835518, 0.07559321075677872, -0.014339934103190899, 0.047647491097450256, 0.010924252681434155, 0.04166673123836517]], "network.4.bias": [0.036970868706703186, 0.008238805457949638, 0.05191157013177872, 0.046727076172828674, 0.07841088622808456, -0.021124841645359993], "network.6.weight": [[0.04558461531996727, 0.046972792595624924, -0.060318220406770706, 0.07966765761375427, -0.011791129596531391, 0.05370747670531273], [0.034675758332014084, -0.018283575773239136, 0.02358386293053627, 0.03651540353894234, -0.059976737946271896, 0.0847834125161171], [0.05968441814184189, 0.06566545367240906, 0.03256099298596382, -0.02188347466289997, 0.014455671422183514, 0.020270606502890587], [0.07209533452987671, 0.009805488400161266, 0.04604984074831009, 0.03807028383016586, 0.03334669768810272, -0.009275832213461399], [0.046333421021699905, -0.017285021021962166, 0.08781696856021881, -0.013166339136660099, 0.05007088929414749, 0.07700597494840622], [-0.019596531987190247, 0.02342674881219864, 0.02475004456937313, -0.019601980224251747, 0.08868692070245743, -0.016346311196684837]], "network.6.bias": [0.05030897632241249, -0.01493327971547842, -0.01961962878704071, 0.02258608490228653, 0.03497147187590599, 0.05459551140666008], "network.8.weight": [[0.08530581742525101, 0.041642747819423676, -0.030553752556443214, 0.02852126583456993, 0.005430636461824179, 0.003322259057313204], [-0.04226407781243324, 0.05673275887966156, 0.15596306324005127, 0.016359427943825722, -0.028958508744835854, 0.011511492542922497], [0.008743423037230968, 0.05247754231095314, 0.007513740565627813, 0.016050279140472412, 0.052662212401628494, 0.029172377660870552], [0.0060484809800982475, 0.04147511348128319, 0.012210446409881115, 0.07144585251808167, 0.01622971147298813, 0.024510081857442856], [0.043887678533792496, -0.011061965487897396, 0.006450220011174679, 0.0175399761646986, 0.019375691190361977, 0.07288985699415207], [0.021084554493427277, 0.045838214457035065, 0.04768846556544304, -0.017541810870170593, -0.0015187347307801247, -0.0063353949226439]], "network.8.bias": [0.09715248644351959, -0.0014195317635312676, -0.009694532491266727, 0.04480164125561714, 0.017154306173324585, 0.03561796993017197]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.417747, 0.56874, 0.52511, 0.189843, -0.252099], [-0.2928, -0.121792, -0.243724, 0.364649, 0.619294], [0.099001, 0.674738, 0.279138, 0.105319, -0.13758], [0.512164, 0.451853, -0.153228, 0.601125, -0.380526], [0.247228, 0.178128, 0.184955, 0.353843, -0.690707], [0.075018, -0.399335, -0.083468, -0.3316, -0.348709]], "network.0.bias": [0.391874, -0.32073, -0.108176, 0.130995, 0.177346, 0.169546], "network.2.weight": [[0.18839, -0.645206, 0.112406, 0.295422, 0.70954, -0.642802], [-0.258883, -0.739934, -0.075187, 0.063137, 0.212864, 0.186096], [-0.1607, -0.402227, -0.387982, -0.085004, 0.582955, -0.426788], [0.307865, -0.638941, 0.046504, 0.534504, 0.439095, -0.428839], [0.179085, 0.317273, -0.158274, -0.234877, -0.011875, -0.008957], [-0.399621, -0.213544, -0.353513, 0.031466, 0.646155, -0.51041]], "network.2.bias": [0.496319, -0.126345, -0.3619, 0.568459, -0.509055, -0.495053], "network.4.weight": [[-0.146494, 0.385501, 0.326716, -0.235977, 0.462707, 0.051964], [0.407784, -0.390722, -0.229143, 0.68268, 0.157881, -0.140149], [0.520877, -0.882804, -0.656267, 0.878523, -0.381483, -0.790349], [-0.280802, -0.26557, -0.047815, 0.576136, 0.219519, -0.23283], [0.476977, -0.370462, -0.594893, 0.80051, -0.216416, -0.629067], [-0.069382, 0.028958, 0.382633, -0.615639, -0.563692, 0.307291]], "network.4.bias": [0.01936, 0.225106, 0.198522, -0.419645, 0.315051, 0.37045], "network.6.weight": [[-0.450889, 0.088825, -0.113356, -0.542293, -0.127312, 0.020521], [-0.612643, 0.352483, 0.698902, 0.05902, 0.372789, -0.321059], [-0.094284, 0.365258, 0.765997, 0.129644, 0.907734, -0.513985], [0.101063, -0.120074, -0.373808, -0.270042, 0.103121, 0.188015], [0.029141, 0.788459, 0.812403, -0.315593, 0.7281, -0.756612], [0.354416, 0.212456, -0.088284, -0.178189, -0.405292, -0.616307]], "network.6.bias": [-0.170627, -0.203008, 0.002543, 0.213677, -0.076952, 0.175258], "network.8.weight": [[0.341629, -0.446494, -0.753682, -0.905531, -0.797172, -0.474193], [-0.090656, 0.728223, 0.536108, -0.289553, 0.695508, -0.168149], [0.037869, 0.008783, 0.532273, -0.491112, 0.56892, -0.143987], [-0.71927, -0.212925, 0.001085, 0.191963, -0.031885, 0.22402], [0.052269, 0.118092, 0.556665, 0.018694, 0.365617, -0.234021], [0.264047, -0.369314, -0.803952, 0.00652, -0.697981, -0.095156]], "network.8.bias": [-0.231249, 0.049986, -0.105327, 0.160873, -0.0485, -0.340813], "network.10.weight": [[0.604072, 0.56186, 0.308718, -0.42348, 0.077079, 0.428439], [0.039975, 0.716379, 0.398246, 0.069175, 0.453861, 0.457727], [0.686261, -0.781384, -0.528825, 0.118917, -0.659343, -0.332071], [-0.090006, -0.116567, 0.183423, -0.189646, 0.09422, -0.409759], [0.194923, -0.193067, 0.184146, -0.073156, -0.165596, 0.327646], [-0.263817, -0.074387, 0.031731, 0.269062, 0.213626, -0.14799]], "network.10.bias": [-0.183621, -0.206108, -0.574151, 0.044134, -0.235433, 0.678674], "network.12.weight": [[-0.578101, -0.443542, -0.499354, 0.177794, -0.321061, 0.362325]], "network.12.bias": [0.487274]}
|
{"alternating": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7557142857142857, "precision": 0.16758241758241757, "recall": 0.61, "f1": 0.2629310344827586, "tp": 61, "fp": 303, "fn": 39, "tn": 997, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.71, "precision": 0.07967032967032966, "recall": 0.29, "f1": 0.125, "tp": 29, "fp": 335, "fn": 71, "tn": 965, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.756, "precision": 0.21212121212121213, "recall": 0.98, "f1": 0.3487544483985765, "tp": 98, "fp": 364, "fn": 2, "tn": 1036, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.7185714285714285, "precision": 0.09615384615384616, "recall": 0.35, "f1": 0.15086206896551724, "tp": 35, "fp": 329, "fn": 65, "tn": 971, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7428571428571429, "precision": 0.14285714285714285, "recall": 0.52, "f1": 0.2241379310344828, "tp": 52, "fp": 312, "fn": 48, "tn": 988, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8071428571428572, "precision": 0.2664835164835165, "recall": 0.97, "f1": 0.4181034482758621, "tp": 97, "fp": 267, "fn": 3, "tn": 1033, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.76, "precision": 0.17582417582417584, "recall": 0.64, "f1": 0.27586206896551724, "tp": 64, "fp": 300, "fn": 36, "tn": 1000, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7057142857142857, "precision": 0.07142857142857142, "recall": 0.26, "f1": 0.1120689655172414, "tp": 26, "fp": 338, "fn": 74, "tn": 962, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7119591836734696, "macro_precision": 0.08658008658008658, "macro_recall": 0.32999999999999996, "macro_f1": 0.13697999754571114, "micro_accuracy": 0.7121827411167513, "micro_precision": 0.0889487870619946, "micro_recall": 0.33, "micro_f1": 0.14012738853503184}}
|
{"network.0.weight": [[-0.16904495656490326, -0.025004737079143524, 0.03388121351599693, 0.07506506890058517, 0.050585899502038956], [-0.03810039535164833, 0.05241766571998596, 0.10742514580488205, -0.18186986446380615, -0.037971265614032745], [0.07702726125717163, 0.06018287315964699, -0.006924876477569342, -0.024831099435687065, 0.05520624667406082], [-0.18785835802555084, -0.05178793892264366, 0.02303778938949108, 0.0795494094491005, 0.06273825466632843], [-0.00572215486317873, 0.05733661353588104, 0.0582982636988163, -0.22792698442935944, -0.0746864303946495], [0.11172037571668625, 0.0524568036198616, -0.020784879103302956, 0.03571724519133568, 0.05411683768033981]], "network.0.bias": [-0.015357209369540215, 0.023332862183451653, 0.08527954667806625, -0.004897066857665777, 0.027059344574809074, 0.03788699582219124], "network.10.weight": [[-0.19837595522403717, -0.1264943778514862, 0.04883155599236488, 0.02893936075270176, 0.05926894024014473, 0.002618860686197877], [0.053867436945438385, 0.02369054965674877, -0.12167660892009735, -0.11978404968976974, 0.019157810136675835, -0.00901285745203495], [0.02628684602677822, 0.042230162769556046, 0.05437570810317993, 0.021873267367482185, -0.09641416370868683, -0.11659929901361465], [-0.0043222601525485516, 0.06383343786001205, 0.011667998507618904, 0.03198843076825142, 0.028415024280548096, 0.020719429478049278], [-0.1456233263015747, 0.007249986287206411, 0.002882251748815179, 0.04579029232263565, -0.004021288361400366, 0.027254419401288033], [0.029245218262076378, -0.08468552678823471, -0.07356882095336914, -0.012946556322276592, 0.02182641252875328, 0.0469994880259037]], "network.10.bias": [0.07592488080263138, 0.05565069988369942, 0.026919489726424217, -0.08819538354873657, 0.03988857567310333, -0.0017891617026180029], "network.12.weight": [[0.03429337218403816, -0.028027750551700592, 0.03340214863419533, -0.06336566805839539, -0.09461373090744019, -0.03099658526480198]], "network.12.bias": [0.015254911035299301], "network.2.weight": [[0.045256879180669785, 0.008206365630030632, 0.01103451382368803, 0.018380574882030487, 0.04757299646735191, -0.05961236730217934], [-0.023834655061364174, 0.02003767527639866, 0.029536686837673187, 0.015787100419402122, 0.0192872304469347, 0.015695124864578247], [-0.03443488851189613, -0.0919877290725708, -0.0318748839199543, 0.033526141196489334, 0.03288714960217476, -0.0008700356702320278], [0.006069323979318142, 0.029979771003127098, -0.024189267307519913, -0.06578151881694794, -0.007023813668638468, 0.0264936164021492], [-0.018891984596848488, 0.02270578034222126, 0.013138688169419765, 0.028253091499209404, -0.037318725138902664, -0.016834381967782974], [0.04920373857021332, -0.016480881720781326, 0.00801488570868969, 0.018051577731966972, -0.013821863569319248, 0.024090273305773735]], "network.2.bias": [-0.0688505694270134, 0.04241407290101051, 0.01062010508030653, 0.026605624705553055, 0.007754815276712179, -0.017127932980656624], "network.4.weight": [[-0.04889256879687309, 0.03312601521611214, 0.02084488235414028, -0.016720324754714966, -0.021751204505562782, 0.016721518710255623], [0.028757324442267418, -0.013286794535815716, -0.04000657796859741, 0.012330343015491962, 0.03997606039047241, 0.0038522512186318636], [0.020102350041270256, -0.00019334722310304642, 0.03781559690833092, 0.007444909308105707, -0.03742094337940216, 0.016694260761141777], [0.0054552811197936535, -0.025764495134353638, 0.016363030299544334, -0.022595662623643875, 0.0427338071167469, 0.015118184499442577], [-0.005499849561601877, 0.014617020264267921, -0.001168177230283618, 0.0017917214427143335, 0.009901056997478008, -0.014443264342844486], [0.02617187425494194, -0.00489829434081912, -0.028969166800379753, 0.018982630223035812, 0.006810824852436781, 0.013733362779021263]], "network.4.bias": [0.004600814543664455, -0.02314775250852108, 0.02198016829788685, -0.02238420397043228, 0.03016926907002926, -0.0070080505684018135], "network.6.weight": [[0.0007701991125941277, 0.019558129832148552, 0.026995820924639702, -0.01011689007282257, -0.02687409706413746, 0.02425280399620533], [0.011440562084317207, -0.009698783047497272, -0.023003991693258286, 0.025619124993681908, 0.020924309268593788, -0.0031409631483256817], [0.03461147099733353, 0.048181258141994476, 0.007929107174277306, -0.019490452483296394, -0.0268576480448246, 0.021331897005438805], [-0.0015886012697592378, -0.006575750652700663, 0.033646419644355774, -0.0005333169247023761, 0.010769389569759369, -0.006430995650589466], [0.024091942235827446, 0.07360674440860748, 0.01061704009771347, -0.034180041402578354, 0.03422476723790169, 0.03112265095114708], [-0.01483816746622324, -0.009334116242825985, 0.024205705150961876, 0.07364770770072937, 0.005987588781863451, -0.0436202809214592]], "network.6.bias": [0.03751317411661148, -0.03184892609715462, 0.061712171882390976, -0.009563916362822056, 0.01337171345949173, 0.04178120940923691], "network.8.weight": [[0.04077894240617752, 0.01956287957727909, -0.026554690673947334, -0.0035720793530344963, 0.02082371525466442, 0.08796487748622894], [-0.06372857093811035, 0.052246008068323135, 0.10041694343090057, -0.007224950473755598, -0.028323054313659668, -0.01402741577476263], [0.06683117151260376, 0.00023973395582288504, -0.005376691464334726, 0.035868026316165924, -0.006880634929984808, 0.004343091044574976], [-0.019857589155435562, 0.021105794236063957, 0.07072203606367111, 0.01566123589873314, 0.0014633475802838802, 0.04324977099895477], [0.02010815218091011, -0.01537435594946146, -0.019848976284265518, 0.006131140049546957, 0.08185776323080063, 0.015024889260530472], [0.04278082028031349, -0.003723927540704608, 0.02066495083272457, -0.025281039997935295, -0.023941252380609512, -0.002088347915560007]], "network.8.bias": [0.017652250826358795, 0.020885517820715904, -0.00969632063060999, -0.008770125918090343, -0.0020651468075811863, 0.08989568054676056]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.417747, 0.56874, 0.52511, 0.189843, -0.252099], [-0.2928, -0.121792, -0.243724, 0.364649, 0.619294], [0.099001, 0.674738, 0.279138, 0.105319, -0.13758], [0.512164, 0.451853, -0.153228, 0.601125, -0.380526], [0.247228, 0.178128, 0.184955, 0.353843, -0.690707], [0.075018, -0.399335, -0.083468, -0.3316, -0.348709]], "network.0.bias": [0.391874, -0.32073, -0.108176, 0.130995, 0.177346, 0.169546], "network.2.weight": [[0.18839, -0.645206, 0.112406, 0.295422, 0.70954, -0.642802], [-0.258883, -0.739934, -0.075187, 0.063137, 0.212864, 0.186096], [-0.1607, -0.402227, -0.387982, -0.085004, 0.582955, -0.426788], [0.307865, -0.638941, 0.046504, 0.534504, 0.439095, -0.428839], [0.179085, 0.317273, -0.158274, -0.234877, -0.011875, -0.008957], [-0.399621, -0.213544, -0.353513, 0.031466, 0.646155, -0.51041]], "network.2.bias": [0.496319, -0.126345, -0.3619, 0.568459, -0.509055, -0.495053], "network.4.weight": [[-0.146494, 0.385501, 0.326716, -0.235977, 0.462707, 0.051964], [0.407784, -0.390722, -0.229143, 0.68268, 0.157881, -0.140149], [0.520877, -0.882804, -0.656267, 0.878523, -0.381483, -0.790349], [-0.280802, -0.26557, -0.047815, 0.576136, 0.219519, -0.23283], [0.476977, -0.370462, -0.594893, 0.80051, -0.216416, -0.629067], [-0.069382, 0.028958, 0.382633, -0.615639, -0.563692, 0.307291]], "network.4.bias": [0.01936, 0.225106, 0.198522, -0.419645, 0.315051, 0.37045], "network.6.weight": [[-0.450889, 0.088825, -0.113356, -0.542293, -0.127312, 0.020521], [-0.612643, 0.352483, 0.698902, 0.05902, 0.372789, -0.321059], [-0.094284, 0.365258, 0.765997, 0.129644, 0.907734, -0.513985], [0.101063, -0.120074, -0.373808, -0.270042, 0.103121, 0.188015], [0.029141, 0.788459, 0.812403, -0.315593, 0.7281, -0.756612], [0.354416, 0.212456, -0.088284, -0.178189, -0.405292, -0.616307]], "network.6.bias": [-0.170627, -0.203008, 0.002543, 0.213677, -0.076952, 0.175258], "network.8.weight": [[0.341629, -0.446494, -0.753682, -0.905531, -0.797172, -0.474193], [-0.090656, 0.728223, 0.536108, -0.289553, 0.695508, -0.168149], [0.037869, 0.008783, 0.532273, -0.491112, 0.56892, -0.143987], [-0.71927, -0.212925, 0.001085, 0.191963, -0.031885, 0.22402], [0.052269, 0.118092, 0.556665, 0.018694, 0.365617, -0.234021], [0.264047, -0.369314, -0.803952, 0.00652, -0.697981, -0.095156]], "network.8.bias": [-0.231249, 0.049986, -0.105327, 0.160873, -0.0485, -0.340813], "network.10.weight": [[0.604072, 0.56186, 0.308718, -0.42348, 0.077079, 0.428439], [0.039975, 0.716379, 0.398246, 0.069175, 0.453861, 0.457727], [0.686261, -0.781384, -0.528825, 0.118917, -0.659343, -0.332071], [-0.090006, -0.116567, 0.183423, -0.189646, 0.09422, -0.409759], [0.194923, -0.193067, 0.184146, -0.073156, -0.165596, 0.327646], [-0.263817, -0.074387, 0.031731, 0.269062, 0.213626, -0.14799]], "network.10.bias": [-0.183621, -0.206108, -0.574151, 0.044134, -0.235433, 0.678674], "network.12.weight": [[-0.578101, -0.443542, -0.499354, 0.177794, -0.321061, 0.362325]], "network.12.bias": [0.487274]}
|
{"alternating": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7557142857142857, "precision": 0.16758241758241757, "recall": 0.61, "f1": 0.2629310344827586, "tp": 61, "fp": 303, "fn": 39, "tn": 997, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.71, "precision": 0.07967032967032966, "recall": 0.29, "f1": 0.125, "tp": 29, "fp": 335, "fn": 71, "tn": 965, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.756, "precision": 0.21212121212121213, "recall": 0.98, "f1": 0.3487544483985765, "tp": 98, "fp": 364, "fn": 2, "tn": 1036, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.7185714285714285, "precision": 0.09615384615384616, "recall": 0.35, "f1": 0.15086206896551724, "tp": 35, "fp": 329, "fn": 65, "tn": 971, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7428571428571429, "precision": 0.14285714285714285, "recall": 0.52, "f1": 0.2241379310344828, "tp": 52, "fp": 312, "fn": 48, "tn": 988, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8071428571428572, "precision": 0.2664835164835165, "recall": 0.97, "f1": 0.4181034482758621, "tp": 97, "fp": 267, "fn": 3, "tn": 1033, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.76, "precision": 0.17582417582417584, "recall": 0.64, "f1": 0.27586206896551724, "tp": 64, "fp": 300, "fn": 36, "tn": 1000, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7057142857142857, "precision": 0.07142857142857142, "recall": 0.26, "f1": 0.1120689655172414, "tp": 26, "fp": 338, "fn": 74, "tn": 962, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7119591836734696, "macro_precision": 0.08658008658008658, "macro_recall": 0.32999999999999996, "macro_f1": 0.13697999754571114, "micro_accuracy": 0.7121827411167513, "micro_precision": 0.0889487870619946, "micro_recall": 0.33, "micro_f1": 0.14012738853503184}}
|
{"network.0.weight": [[-0.015661468729376793, 0.0050969538278877735, 0.05153759941458702, 0.09847357124090195, 0.02887626364827156], [0.0046703992411494255, 0.027974486351013184, 0.06412713974714279, -0.03842514380812645, -0.01203760877251625], [0.10922496020793915, 0.043661054223775864, 0.029569299891591072, 0.026034681126475334, 0.03348613530397415], [-0.042826443910598755, -0.03641698881983757, 0.05459192022681236, 0.1033949926495552, 0.04735396057367325], [0.05747225508093834, 0.02552887052297592, 0.006489576306194067, -0.026819633319973946, -0.07696840167045593], [0.08854235708713531, 0.01974080130457878, 0.022065604105591774, 0.13024784624576569, 0.004540867172181606]], "network.0.bias": [0.013916293159127235, 0.04849056527018547, 0.028926799073815346, 0.03368699923157692, 0.05047256872057915, 0.009891425259411335], "network.10.weight": [[0.0554305724799633, -0.13233913481235504, 0.05744430050253868, 0.020650289952754974, 0.017256639897823334, 0.03145606443285942], [0.009375556372106075, 0.016938013955950737, 0.005049184430390596, -0.11282896995544434, 0.03926773741841316, 0.013976383954286575], [0.08279499411582947, 0.08276095241308212, -0.009687141515314579, 0.0430956594645977, -0.03273117169737816, -0.10130271315574646], [0.03418737277388573, 0.09245605766773224, 0.07115176320075989, 0.04133943095803261, -0.038656413555145264, 0.057972777634859085], [-0.13252782821655273, 0.024896731600165367, 0.0465720035135746, 0.08445772528648376, 0.0587877593934536, 0.01827566884458065], [0.08780866116285324, -0.06387673318386078, -0.04620325192809105, -0.017471441999077797, 0.10284531861543655, 0.07784805446863174]], "network.10.bias": [0.18938720226287842, 0.06427577137947083, 0.05158064141869545, -0.05998177081346512, -0.009729419834911823, 0.07293123751878738], "network.12.weight": [[-0.03149116039276123, -0.07719464600086212, 0.1424812525510788, -0.07379356026649475, -0.07177973538637161, -0.029495084658265114]], "network.12.bias": [0.08215314894914627], "network.2.weight": [[0.08457119762897491, 0.07591983675956726, -0.029883045703172684, -0.015519835986196995, 0.15299950540065765, -0.052752841264009476], [-0.03625756874680519, 0.11406932026147842, 0.0423114113509655, 0.07911014556884766, -0.018919384106993675, -0.0005159834399819374], [-0.05236421525478363, -0.06430068612098694, -0.05694378912448883, 0.13980020582675934, 0.056866664439439774, 0.06610439717769623], [0.01079773809760809, 0.12462851405143738, -0.07131911814212799, -0.04309438169002533, -0.01987386681139469, 0.13345101475715637], [0.05084117501974106, 0.012445527128875256, 0.035346340388059616, 0.09719496220350266, -0.07415199279785156, 0.010368825867772102], [0.19228628277778625, -0.03311169520020485, 0.05823298543691635, 0.018094519153237343, 0.05988309532403946, 0.07253237813711166]], "network.2.bias": [-0.04641411826014519, 0.16645772755146027, -0.036963287740945816, 0.04498844966292381, -0.014130166731774807, -0.0698113813996315], "network.4.weight": [[-0.015657324343919754, 0.014444892294704914, 0.14678069949150085, -0.022907845675945282, 0.03146589919924736, 0.023338953033089638], [0.07136021554470062, -0.07063299417495728, -0.005363743286579847, -0.0030096382834017277, 0.14111459255218506, 0.002935107098892331], [0.030818462371826172, 0.06908363848924637, 0.0721743106842041, -0.06623635441064835, -0.0101328669115901, 0.009763532318174839], [0.012545899488031864, 0.028572360053658485, 0.0297237578779459, 0.04509064555168152, 0.06799061596393585, -0.07160541415214539], [-0.011271166615188122, 0.12814153730869293, 0.005486918147653341, 0.0366259329020977, 0.02573562040925026, 0.06954008340835571], [-0.04836073890328407, 0.03446616604924202, -0.033282436430454254, 0.13141997158527374, 0.010818506591022015, 0.031736861914396286]], "network.4.bias": [0.07003358751535416, 0.030293213203549385, 0.11112572997808456, 0.011479329317808151, 0.04896361008286476, 0.01604492962360382], "network.6.weight": [[0.08861493319272995, 0.02108033187687397, -0.06501523405313492, 0.031685248017311096, -0.031148245558142662, 0.12962907552719116], [0.03385918587446213, 0.010108721442520618, 0.06922268122434616, 0.023014003410935402, -0.06380202621221542, 0.03425198420882225], [0.13448262214660645, 0.07373019307851791, 0.023199712857604027, -0.0003846028121188283, 0.0672999694943428, 0.006322493311017752], [0.02998531609773636, 0.006840744521468878, 0.12689688801765442, 0.03432174399495125, 0.029263192787766457, 0.013040061108767986], [0.03631146252155304, -0.012154263444244862, 0.0444447360932827, -0.02029315195977688, 0.12648668885231018, 0.07000955939292908], [0.008593904785811901, 0.06919068843126297, 0.024107670411467552, -0.011775778606534004, 0.04277782887220383, -0.029257258400321007]], "network.6.bias": [0.05314571037888527, -0.03261900693178177, -0.02702546864748001, 0.0662001445889473, 0.025716731324791908, 0.13446597754955292], "network.8.weight": [[0.08517647534608841, 0.025120126083493233, -0.000280889798887074, 0.08106143027544022, 0.012171466834843159, 0.010671805590391159], [-0.04639299958944321, 0.11931552737951279, 0.15987811982631683, -0.0021423527505248785, -0.003733881749212742, 0.06183703616261482], [0.0016422352055087686, 0.028077591210603714, 0.018868884071707726, 0.07701394706964493, 0.04634751006960869, 0.02470419742166996], [0.03584128990769386, 0.03352241963148117, 0.018840068951249123, 0.040158603340387344, 0.026246195659041405, 0.09023851901292801], [0.04337535426020622, 0.0059608155861496925, 0.034556977450847626, 0.023907480761408806, 0.03565676137804985, 0.03954243287444115], [0.08064460009336472, 0.03709639608860016, 0.041999783366918564, -0.001551249180920422, 0.03192500025033951, 0.005200853105634451]], "network.8.bias": [0.050657618790864944, 0.0039482093416154385, 0.008641320280730724, 0.03265353664755821, 0.022435514256358147, 0.03601272776722908]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.417747, 0.56874, 0.52511, 0.189843, -0.252099], [-0.2928, -0.121792, -0.243724, 0.364649, 0.619294], [0.099001, 0.674738, 0.279138, 0.105319, -0.13758], [0.512164, 0.451853, -0.153228, 0.601125, -0.380526], [0.247228, 0.178128, 0.184955, 0.353843, -0.690707], [0.075018, -0.399335, -0.083468, -0.3316, -0.348709]], "network.0.bias": [0.391874, -0.32073, -0.108176, 0.130995, 0.177346, 0.169546], "network.2.weight": [[0.18839, -0.645206, 0.112406, 0.295422, 0.70954, -0.642802], [-0.258883, -0.739934, -0.075187, 0.063137, 0.212864, 0.186096], [-0.1607, -0.402227, -0.387982, -0.085004, 0.582955, -0.426788], [0.307865, -0.638941, 0.046504, 0.534504, 0.439095, -0.428839], [0.179085, 0.317273, -0.158274, -0.234877, -0.011875, -0.008957], [-0.399621, -0.213544, -0.353513, 0.031466, 0.646155, -0.51041]], "network.2.bias": [0.496319, -0.126345, -0.3619, 0.568459, -0.509055, -0.495053], "network.4.weight": [[-0.146494, 0.385501, 0.326716, -0.235977, 0.462707, 0.051964], [0.407784, -0.390722, -0.229143, 0.68268, 0.157881, -0.140149], [0.520877, -0.882804, -0.656267, 0.878523, -0.381483, -0.790349], [-0.280802, -0.26557, -0.047815, 0.576136, 0.219519, -0.23283], [0.476977, -0.370462, -0.594893, 0.80051, -0.216416, -0.629067], [-0.069382, 0.028958, 0.382633, -0.615639, -0.563692, 0.307291]], "network.4.bias": [0.01936, 0.225106, 0.198522, -0.419645, 0.315051, 0.37045], "network.6.weight": [[-0.450889, 0.088825, -0.113356, -0.542293, -0.127312, 0.020521], [-0.612643, 0.352483, 0.698902, 0.05902, 0.372789, -0.321059], [-0.094284, 0.365258, 0.765997, 0.129644, 0.907734, -0.513985], [0.101063, -0.120074, -0.373808, -0.270042, 0.103121, 0.188015], [0.029141, 0.788459, 0.812403, -0.315593, 0.7281, -0.756612], [0.354416, 0.212456, -0.088284, -0.178189, -0.405292, -0.616307]], "network.6.bias": [-0.170627, -0.203008, 0.002543, 0.213677, -0.076952, 0.175258], "network.8.weight": [[0.341629, -0.446494, -0.753682, -0.905531, -0.797172, -0.474193], [-0.090656, 0.728223, 0.536108, -0.289553, 0.695508, -0.168149], [0.037869, 0.008783, 0.532273, -0.491112, 0.56892, -0.143987], [-0.71927, -0.212925, 0.001085, 0.191963, -0.031885, 0.22402], [0.052269, 0.118092, 0.556665, 0.018694, 0.365617, -0.234021], [0.264047, -0.369314, -0.803952, 0.00652, -0.697981, -0.095156]], "network.8.bias": [-0.231249, 0.049986, -0.105327, 0.160873, -0.0485, -0.340813], "network.10.weight": [[0.604072, 0.56186, 0.308718, -0.42348, 0.077079, 0.428439], [0.039975, 0.716379, 0.398246, 0.069175, 0.453861, 0.457727], [0.686261, -0.781384, -0.528825, 0.118917, -0.659343, -0.332071], [-0.090006, -0.116567, 0.183423, -0.189646, 0.09422, -0.409759], [0.194923, -0.193067, 0.184146, -0.073156, -0.165596, 0.327646], [-0.263817, -0.074387, 0.031731, 0.269062, 0.213626, -0.14799]], "network.10.bias": [-0.183621, -0.206108, -0.574151, 0.044134, -0.235433, 0.678674], "network.12.weight": [[-0.578101, -0.443542, -0.499354, 0.177794, -0.321061, 0.362325]], "network.12.bias": [0.487274]}
|
{"alternating": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7557142857142857, "precision": 0.16758241758241757, "recall": 0.61, "f1": 0.2629310344827586, "tp": 61, "fp": 303, "fn": 39, "tn": 997, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.71, "precision": 0.07967032967032966, "recall": 0.29, "f1": 0.125, "tp": 29, "fp": 335, "fn": 71, "tn": 965, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.756, "precision": 0.21212121212121213, "recall": 0.98, "f1": 0.3487544483985765, "tp": 98, "fp": 364, "fn": 2, "tn": 1036, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.7185714285714285, "precision": 0.09615384615384616, "recall": 0.35, "f1": 0.15086206896551724, "tp": 35, "fp": 329, "fn": 65, "tn": 971, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7428571428571429, "precision": 0.14285714285714285, "recall": 0.52, "f1": 0.2241379310344828, "tp": 52, "fp": 312, "fn": 48, "tn": 988, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8071428571428572, "precision": 0.2664835164835165, "recall": 0.97, "f1": 0.4181034482758621, "tp": 97, "fp": 267, "fn": 3, "tn": 1033, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.76, "precision": 0.17582417582417584, "recall": 0.64, "f1": 0.27586206896551724, "tp": 64, "fp": 300, "fn": 36, "tn": 1000, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7057142857142857, "precision": 0.07142857142857142, "recall": 0.26, "f1": 0.1120689655172414, "tp": 26, "fp": 338, "fn": 74, "tn": 962, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7119591836734696, "macro_precision": 0.08658008658008658, "macro_recall": 0.32999999999999996, "macro_f1": 0.13697999754571114, "micro_accuracy": 0.7121827411167513, "micro_precision": 0.0889487870619946, "micro_recall": 0.33, "micro_f1": 0.14012738853503184}}
|
{"network.0.weight": [[-0.17940300703048706, -0.06921032071113586, 0.03324464336037636, 0.17045938968658447, 0.09197866916656494], [-0.030523909255862236, 0.032683536410331726, 0.05811727046966553, -0.21611590683460236, -0.08202296495437622], [0.18617111444473267, 0.10427659004926682, 0.02320161648094654, -0.019265366718173027, 0.03134729713201523], [-0.222859725356102, -0.0853089913725853, 0.03489144518971443, 0.19213706254959106, 0.10309100896120071], [-0.002153647132217884, 0.032418832182884216, 0.01593690924346447, -0.2676967978477478, -0.10082350671291351], [0.23765981197357178, 0.08438966423273087, 0.01796513982117176, 0.04578980803489685, 0.034103989601135254]], "network.0.bias": [0.013561250641942024, 0.02946956269443035, 0.03773760423064232, 0.026148976758122444, 0.03282618895173073, 0.0076765804551541805], "network.10.weight": [[-0.2169666737318039, -0.14294886589050293, 0.04496942088007927, 0.1468946635723114, 0.08263357728719711, 0.036711957305669785], [0.030782252550125122, 0.028394585475325584, -0.10433632135391235, -0.12209326773881912, 0.025994038209319115, 0.04501180350780487], [0.06715119630098343, 0.05015803501009941, 0.0053686341270804405, 0.06330593675374985, -0.07865186780691147, -0.11120718717575073], [0.03877845034003258, 0.10607558488845825, 0.05394093319773674, 0.017517345026135445, -0.023299947381019592, 0.07781945914030075], [-0.14176151156425476, 0.01105829793959856, 0.04334545508027077, 0.08598752319812775, 0.04184557870030403, -0.0008172924863174558], [0.1035289540886879, -0.07007631659507751, -0.05926985293626785, -0.024003880098462105, 0.07753382623195648, 0.06890831142663956]], "network.10.bias": [0.10085396468639374, 0.08949626237154007, 0.03413461521267891, -0.08101806789636612, 0.0054011112079024315, 0.058349061757326126], "network.12.weight": [[-0.04671782627701759, -0.06076482683420181, 0.165849968791008, -0.06675060093402863, -0.08313805609941483, -0.03748105838894844]], "network.12.bias": [0.05499671399593353], "network.2.weight": [[0.07509956508874893, 0.05972840636968613, -0.0522940568625927, -0.0017293104901909828, 0.18339523673057556, -0.04133269935846329], [-0.04074837267398834, 0.06917232275009155, 0.035015303641557693, 0.06928575038909912, -0.045842405408620834, 0.008424571715295315], [-0.03392179310321808, -0.07671952992677689, -0.05926653742790222, 0.09939121454954147, 0.04357471689581871, 0.05662968382239342], [0.019174955785274506, 0.1499600112438202, -0.0515131913125515, -0.05570083111524582, -0.02585754729807377, 0.08672239631414413], [0.04240119829773903, -0.02006477676331997, 0.03574002906680107, 0.12778057157993317, -0.056910190731287, 0.003183657769113779], [0.14180266857147217, -0.056371863931417465, 0.06460075080394745, 0.003146461211144924, 0.05953778326511383, 0.081883005797863]], "network.2.bias": [-0.059144277125597, 0.1981426179409027, -0.058264750987291336, 0.03599968180060387, -0.010381965897977352, -0.0630795806646347], "network.4.weight": [[-0.023348312824964523, 0.011507821269333363, 0.10680638998746872, -0.036318741738796234, 0.03529695048928261, 0.006873450241982937], [0.07486999034881592, -0.06588314473628998, -0.006859264802187681, -0.008736914955079556, 0.1142548993229866, -0.017404453828930855], [0.015453829430043697, 0.07514604181051254, 0.07459947466850281, -0.06358575075864792, -0.009924668818712234, 0.00040970134432427585], [-0.006004877854138613, 0.029808523133397102, 0.016729939728975296, 0.053714603185653687, 0.06819690018892288, -0.05110003799200058], [-0.018295947462320328, 0.09819957613945007, -0.022408999502658844, 0.038127653300762177, 0.01542357075959444, 0.0762568786740303], [-0.010607404634356499, 0.043946605175733566, -0.03899680823087692, 0.09116929024457932, -0.029038967564702034, 0.03567587956786156]], "network.4.bias": [0.07561590522527695, 0.0339999683201313, 0.09446834772825241, 0.012943558394908905, 0.04493554309010506, 0.006761404685676098], "network.6.weight": [[0.09158944338560104, 0.014653225429356098, -0.04135030880570412, 0.04566477611660957, -0.03728277608752251, 0.09721431881189346], [0.03596537932753563, -0.0008488261373713613, 0.07190198451280594, 0.013785858638584614, -0.0474051907658577, 0.05290764197707176], [0.10417972505092621, 0.03581364452838898, 0.029759811237454414, -0.011015851981937885, 0.06724156439304352, -0.0007838407182134688], [0.03434276208281517, -0.0034764916636049747, 0.10490327328443527, 0.009929570369422436, 0.032717544585466385, -0.0009859941201284528], [0.026565341278910637, -0.010672823525965214, 0.05170818790793419, -0.02934758923947811, 0.10212435573339462, 0.04286779835820198], [-0.005505763925611973, 0.07198590785264969, 0.010289718396961689, -0.005772715900093317, 0.054028064012527466, -0.03497978299856186]], "network.6.bias": [0.01723857969045639, -0.03872661665081978, -0.02873285859823227, 0.07174993306398392, 0.03068789280951023, 0.1038261279463768], "network.8.weight": [[0.05342895910143852, 0.03133223578333855, -0.014758582226932049, 0.08093565702438354, -0.00262876832857728, 0.005200865212827921], [-0.05303854122757912, 0.09874530881643295, 0.13172371685504913, 0.00646369019523263, -0.020548386499285698, 0.060712024569511414], [-0.002567510586231947, 0.02676834538578987, 0.010245249606668949, 0.054141998291015625, 0.033101532608270645, 0.028207415714859962], [0.03911178186535835, 0.024701939895749092, 0.010488775558769703, 0.04310069605708122, 0.017970966175198555, 0.06839370727539062], [0.04633251205086708, -0.010850285179913044, 0.03694302961230278, 0.01299376878887415, 0.02592392824590206, 0.04565734043717384], [0.05920528993010521, 0.02068047598004341, 0.04658281058073044, -0.017559392377734184, 0.03224638104438782, -0.006264785770326853]], "network.8.bias": [0.06352550536394119, -0.006262625101953745, -0.008091778494417667, 0.018292956054210663, 0.015407939441502094, 0.027578182518482208]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.417747, 0.56874, 0.52511, 0.189843, -0.252099], [-0.2928, -0.121792, -0.243724, 0.364649, 0.619294], [0.099001, 0.674738, 0.279138, 0.105319, -0.13758], [0.512164, 0.451853, -0.153228, 0.601125, -0.380526], [0.247228, 0.178128, 0.184955, 0.353843, -0.690707], [0.075018, -0.399335, -0.083468, -0.3316, -0.348709]], "network.0.bias": [0.391874, -0.32073, -0.108176, 0.130995, 0.177346, 0.169546], "network.2.weight": [[0.18839, -0.645206, 0.112406, 0.295422, 0.70954, -0.642802], [-0.258883, -0.739934, -0.075187, 0.063137, 0.212864, 0.186096], [-0.1607, -0.402227, -0.387982, -0.085004, 0.582955, -0.426788], [0.307865, -0.638941, 0.046504, 0.534504, 0.439095, -0.428839], [0.179085, 0.317273, -0.158274, -0.234877, -0.011875, -0.008957], [-0.399621, -0.213544, -0.353513, 0.031466, 0.646155, -0.51041]], "network.2.bias": [0.496319, -0.126345, -0.3619, 0.568459, -0.509055, -0.495053], "network.4.weight": [[-0.146494, 0.385501, 0.326716, -0.235977, 0.462707, 0.051964], [0.407784, -0.390722, -0.229143, 0.68268, 0.157881, -0.140149], [0.520877, -0.882804, -0.656267, 0.878523, -0.381483, -0.790349], [-0.280802, -0.26557, -0.047815, 0.576136, 0.219519, -0.23283], [0.476977, -0.370462, -0.594893, 0.80051, -0.216416, -0.629067], [-0.069382, 0.028958, 0.382633, -0.615639, -0.563692, 0.307291]], "network.4.bias": [0.01936, 0.225106, 0.198522, -0.419645, 0.315051, 0.37045], "network.6.weight": [[-0.450889, 0.088825, -0.113356, -0.542293, -0.127312, 0.020521], [-0.612643, 0.352483, 0.698902, 0.05902, 0.372789, -0.321059], [-0.094284, 0.365258, 0.765997, 0.129644, 0.907734, -0.513985], [0.101063, -0.120074, -0.373808, -0.270042, 0.103121, 0.188015], [0.029141, 0.788459, 0.812403, -0.315593, 0.7281, -0.756612], [0.354416, 0.212456, -0.088284, -0.178189, -0.405292, -0.616307]], "network.6.bias": [-0.170627, -0.203008, 0.002543, 0.213677, -0.076952, 0.175258], "network.8.weight": [[0.341629, -0.446494, -0.753682, -0.905531, -0.797172, -0.474193], [-0.090656, 0.728223, 0.536108, -0.289553, 0.695508, -0.168149], [0.037869, 0.008783, 0.532273, -0.491112, 0.56892, -0.143987], [-0.71927, -0.212925, 0.001085, 0.191963, -0.031885, 0.22402], [0.052269, 0.118092, 0.556665, 0.018694, 0.365617, -0.234021], [0.264047, -0.369314, -0.803952, 0.00652, -0.697981, -0.095156]], "network.8.bias": [-0.231249, 0.049986, -0.105327, 0.160873, -0.0485, -0.340813], "network.10.weight": [[0.604072, 0.56186, 0.308718, -0.42348, 0.077079, 0.428439], [0.039975, 0.716379, 0.398246, 0.069175, 0.453861, 0.457727], [0.686261, -0.781384, -0.528825, 0.118917, -0.659343, -0.332071], [-0.090006, -0.116567, 0.183423, -0.189646, 0.09422, -0.409759], [0.194923, -0.193067, 0.184146, -0.073156, -0.165596, 0.327646], [-0.263817, -0.074387, 0.031731, 0.269062, 0.213626, -0.14799]], "network.10.bias": [-0.183621, -0.206108, -0.574151, 0.044134, -0.235433, 0.678674], "network.12.weight": [[-0.578101, -0.443542, -0.499354, 0.177794, -0.321061, 0.362325]], "network.12.bias": [0.487274]}
|
{"alternating": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7557142857142857, "precision": 0.16758241758241757, "recall": 0.61, "f1": 0.2629310344827586, "tp": 61, "fp": 303, "fn": 39, "tn": 997, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.71, "precision": 0.07967032967032966, "recall": 0.29, "f1": 0.125, "tp": 29, "fp": 335, "fn": 71, "tn": 965, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.756, "precision": 0.21212121212121213, "recall": 0.98, "f1": 0.3487544483985765, "tp": 98, "fp": 364, "fn": 2, "tn": 1036, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.7185714285714285, "precision": 0.09615384615384616, "recall": 0.35, "f1": 0.15086206896551724, "tp": 35, "fp": 329, "fn": 65, "tn": 971, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7428571428571429, "precision": 0.14285714285714285, "recall": 0.52, "f1": 0.2241379310344828, "tp": 52, "fp": 312, "fn": 48, "tn": 988, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8071428571428572, "precision": 0.2664835164835165, "recall": 0.97, "f1": 0.4181034482758621, "tp": 97, "fp": 267, "fn": 3, "tn": 1033, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.76, "precision": 0.17582417582417584, "recall": 0.64, "f1": 0.27586206896551724, "tp": 64, "fp": 300, "fn": 36, "tn": 1000, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7057142857142857, "precision": 0.07142857142857142, "recall": 0.26, "f1": 0.1120689655172414, "tp": 26, "fp": 338, "fn": 74, "tn": 962, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7119591836734696, "macro_precision": 0.08658008658008658, "macro_recall": 0.32999999999999996, "macro_f1": 0.13697999754571114, "micro_accuracy": 0.7121827411167513, "micro_precision": 0.0889487870619946, "micro_recall": 0.33, "micro_f1": 0.14012738853503184}}
|
{"network.0.weight": [[-0.2417639046907425, -0.0831495076417923, 0.0036159357987344265, 0.17349441349506378, 0.15214654803276062], [-0.046946872025728226, 0.016036465764045715, 0.07632283121347427, -0.2441425770521164, -0.08834035694599152], [0.18742123246192932, 0.15254437923431396, 0.02174242027103901, -0.03013291023671627, 0.01683603972196579], [-0.224861741065979, -0.08189497888088226, -0.00639914209023118, 0.18873222172260284, 0.14242978394031525], [-0.010929976589977741, 0.016266442835330963, 0.028906958177685738, -0.2594413161277771, -0.08562490344047546], [0.24258947372436523, 0.12156327068805695, 0.006357590202242136, 0.031095320358872414, 0.009565225802361965]], "network.0.bias": [0.018516654148697853, -0.007303806487470865, 0.05280490219593048, 0.020030027255415916, -0.01130307000130415, 0.026045529171824455], "network.10.weight": [[-0.22964948415756226, -0.10611731559038162, -0.004075827542692423, 0.16082754731178284, 0.12738171219825745, 0.014187725260853767], [0.008944335393607616, 0.07144857943058014, -0.0889657735824585, -0.0943700522184372, -0.025646420195698738, -0.001314542954787612], [0.033111799508333206, 0.023270858451724052, -0.008819510228931904, 0.13231386244297028, -0.053345002233982086, -0.084041528403759], [-0.00929776206612587, 0.12788322567939758, 0.018173420801758766, 0.011811385862529278, -0.032581817358732224, 0.1411636769771576], [-0.10630059242248535, -0.02829277701675892, -0.01186869665980339, 0.09511921554803848, 0.009790675714612007, 0.0005257007433101535], [0.1728065460920334, -0.05687111243605614, -0.04196619987487793, -0.04831106588244438, 0.015228144824504852, 0.08765581995248795]], "network.10.bias": [0.05515507236123085, 0.12473314255475998, -0.009818877093493938, -0.04304823651909828, -0.008813225664198399, 0.027027858421206474], "network.12.weight": [[-0.02127619832754135, -0.07162773609161377, 0.2246938794851303, -0.051937803626060486, -0.05829508602619171, -0.05707812309265137]], "network.12.bias": [-0.01023925468325615], "network.2.weight": [[0.0847473070025444, 0.03058747760951519, -0.03249255567789078, -0.020286936312913895, 0.23812395334243774, -0.06672270596027374], [-0.045182932168245316, 0.011589143425226212, 0.056653156876564026, 0.0456656850874424, -0.033682744950056076, -0.017879962921142578], [-0.03484201803803444, -0.05081811547279358, -0.05893227085471153, 0.03950968384742737, 0.05378852039575577, 0.035765115171670914], [-0.01581694930791855, 0.18989653885364532, -0.04789486154913902, -0.019457684829831123, -0.026295939460396767, 0.03881309553980827], [0.018584372475743294, -0.004662246443331242, 0.004864252172410488, 0.16604959964752197, -0.08985648304224014, 0.032647617161273956], [0.10694565623998642, -0.020842809230089188, 0.04151332005858421, 0.0025543635711073875, 0.013486563228070736, 0.11237255483865738]], "network.2.bias": [-0.03033810667693615, 0.24525845050811768, -0.031099725514650345, 0.04685794934630394, 0.005744821857661009, -0.06882070749998093], "network.4.weight": [[0.014921192079782486, 0.020888514816761017, 0.06977301090955734, -0.005832825321704149, 0.009854039177298546, 0.009274241514503956], [0.09987092018127441, -0.0639406219124794, 0.02541341260075569, 0.0037386915646493435, 0.08113043755292892, 0.0101658059284091], [0.024035846814513206, 0.036362797021865845, 0.09494055807590485, -0.058133091777563095, 0.027524717152118683, 0.014983930625021458], [0.01817956194281578, -0.00010048941476270556, 0.024455493316054344, 0.014939802698791027, 0.08580274134874344, -0.06885791569948196], [0.0037148981355130672, 0.06503415107727051, 0.012883228249847889, 0.02299114316701889, 0.012462384067475796, 0.025422893464565277], [-0.061219777911901474, 0.07450537383556366, -0.011569078080356121, 0.06669420003890991, 0.01814388856291771, 0.030571164563298225]], "network.4.bias": [0.03346680849790573, 0.0033789260778576136, 0.0640282928943634, 0.04885418713092804, 0.06091390177607536, -0.002120773307979107], "network.6.weight": [[0.03818879276514053, 0.027846602723002434, -0.06401802599430084, 0.07821933925151825, -0.008739476092159748, 0.06935723125934601], [0.024365736171603203, -0.0014806269900873303, 0.01662679761648178, 0.0200286116451025, -0.06236886605620384, 0.08158206194639206], [0.07645298540592194, 0.06759556382894516, 0.020563380792737007, -0.005860325880348682, 0.009108206257224083, 0.004199368413537741], [0.07206398993730545, 0.010322590358555317, 0.06494057178497314, 0.03898302838206291, 0.02483336441218853, 0.005597549490630627], [0.03595883026719093, -0.013692551292479038, 0.08599132299423218, -0.010124712251126766, 0.06843768060207367, 0.07548998296260834], [-0.004265577532351017, 0.018313031643629074, 0.014414836652576923, -0.014668026007711887, 0.08645623922348022, -0.013545487076044083]], "network.6.bias": [0.0525699108839035, -0.01123726274818182, -0.01858922652900219, 0.018339570611715317, 0.024774860590696335, 0.07379653304815292], "network.8.weight": [[0.08348716795444489, 0.028800444677472115, -0.015057261101901531, 0.024410154670476913, -0.004125664476305246, 0.008877976797521114], [-0.03683902695775032, 0.07115226238965988, 0.15170134603977203, 0.003636611858382821, -0.014017016626894474, 0.008663228712975979], [0.011470715515315533, 0.05351569131016731, 0.00987840536981821, 0.02823246270418167, 0.04947943240404129, 0.021703848615288734], [0.000765669159591198, 0.035300422459840775, 0.017914341762661934, 0.07141983509063721, 0.020128877833485603, 0.03660721704363823], [0.03782303258776665, 0.0006010372890159488, -0.0008142897859215736, 0.012404684908688068, 0.026006503030657768, 0.07225808501243591], [0.03229985386133194, 0.044452209025621414, 0.040317658334970474, -0.005756300408393145, -0.008552850224077702, -0.008894453756511211]], "network.8.bias": [0.0929216668009758, -0.008637438528239727, 0.0025343308225274086, 0.04287612810730934, 0.02175428904592991, 0.040056418627500534]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.417747, 0.56874, 0.52511, 0.189843, -0.252099], [-0.2928, -0.121792, -0.243724, 0.364649, 0.619294], [0.099001, 0.674738, 0.279138, 0.105319, -0.13758], [0.512164, 0.451853, -0.153228, 0.601125, -0.380526], [0.247228, 0.178128, 0.184955, 0.353843, -0.690707], [0.075018, -0.399335, -0.083468, -0.3316, -0.348709]], "network.0.bias": [0.391874, -0.32073, -0.108176, 0.130995, 0.177346, 0.169546], "network.2.weight": [[0.18839, -0.645206, 0.112406, 0.295422, 0.70954, -0.642802], [-0.258883, -0.739934, -0.075187, 0.063137, 0.212864, 0.186096], [-0.1607, -0.402227, -0.387982, -0.085004, 0.582955, -0.426788], [0.307865, -0.638941, 0.046504, 0.534504, 0.439095, -0.428839], [0.179085, 0.317273, -0.158274, -0.234877, -0.011875, -0.008957], [-0.399621, -0.213544, -0.353513, 0.031466, 0.646155, -0.51041]], "network.2.bias": [0.496319, -0.126345, -0.3619, 0.568459, -0.509055, -0.495053], "network.4.weight": [[-0.146494, 0.385501, 0.326716, -0.235977, 0.462707, 0.051964], [0.407784, -0.390722, -0.229143, 0.68268, 0.157881, -0.140149], [0.520877, -0.882804, -0.656267, 0.878523, -0.381483, -0.790349], [-0.280802, -0.26557, -0.047815, 0.576136, 0.219519, -0.23283], [0.476977, -0.370462, -0.594893, 0.80051, -0.216416, -0.629067], [-0.069382, 0.028958, 0.382633, -0.615639, -0.563692, 0.307291]], "network.4.bias": [0.01936, 0.225106, 0.198522, -0.419645, 0.315051, 0.37045], "network.6.weight": [[-0.450889, 0.088825, -0.113356, -0.542293, -0.127312, 0.020521], [-0.612643, 0.352483, 0.698902, 0.05902, 0.372789, -0.321059], [-0.094284, 0.365258, 0.765997, 0.129644, 0.907734, -0.513985], [0.101063, -0.120074, -0.373808, -0.270042, 0.103121, 0.188015], [0.029141, 0.788459, 0.812403, -0.315593, 0.7281, -0.756612], [0.354416, 0.212456, -0.088284, -0.178189, -0.405292, -0.616307]], "network.6.bias": [-0.170627, -0.203008, 0.002543, 0.213677, -0.076952, 0.175258], "network.8.weight": [[0.341629, -0.446494, -0.753682, -0.905531, -0.797172, -0.474193], [-0.090656, 0.728223, 0.536108, -0.289553, 0.695508, -0.168149], [0.037869, 0.008783, 0.532273, -0.491112, 0.56892, -0.143987], [-0.71927, -0.212925, 0.001085, 0.191963, -0.031885, 0.22402], [0.052269, 0.118092, 0.556665, 0.018694, 0.365617, -0.234021], [0.264047, -0.369314, -0.803952, 0.00652, -0.697981, -0.095156]], "network.8.bias": [-0.231249, 0.049986, -0.105327, 0.160873, -0.0485, -0.340813], "network.10.weight": [[0.604072, 0.56186, 0.308718, -0.42348, 0.077079, 0.428439], [0.039975, 0.716379, 0.398246, 0.069175, 0.453861, 0.457727], [0.686261, -0.781384, -0.528825, 0.118917, -0.659343, -0.332071], [-0.090006, -0.116567, 0.183423, -0.189646, 0.09422, -0.409759], [0.194923, -0.193067, 0.184146, -0.073156, -0.165596, 0.327646], [-0.263817, -0.074387, 0.031731, 0.269062, 0.213626, -0.14799]], "network.10.bias": [-0.183621, -0.206108, -0.574151, 0.044134, -0.235433, 0.678674], "network.12.weight": [[-0.578101, -0.443542, -0.499354, 0.177794, -0.321061, 0.362325]], "network.12.bias": [0.487274]}
|
{"alternating": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7557142857142857, "precision": 0.16758241758241757, "recall": 0.61, "f1": 0.2629310344827586, "tp": 61, "fp": 303, "fn": 39, "tn": 997, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.71, "precision": 0.07967032967032966, "recall": 0.29, "f1": 0.125, "tp": 29, "fp": 335, "fn": 71, "tn": 965, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.756, "precision": 0.21212121212121213, "recall": 0.98, "f1": 0.3487544483985765, "tp": 98, "fp": 364, "fn": 2, "tn": 1036, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.7185714285714285, "precision": 0.09615384615384616, "recall": 0.35, "f1": 0.15086206896551724, "tp": 35, "fp": 329, "fn": 65, "tn": 971, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7428571428571429, "precision": 0.14285714285714285, "recall": 0.52, "f1": 0.2241379310344828, "tp": 52, "fp": 312, "fn": 48, "tn": 988, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8071428571428572, "precision": 0.2664835164835165, "recall": 0.97, "f1": 0.4181034482758621, "tp": 97, "fp": 267, "fn": 3, "tn": 1033, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.76, "precision": 0.17582417582417584, "recall": 0.64, "f1": 0.27586206896551724, "tp": 64, "fp": 300, "fn": 36, "tn": 1000, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7057142857142857, "precision": 0.07142857142857142, "recall": 0.26, "f1": 0.1120689655172414, "tp": 26, "fp": 338, "fn": 74, "tn": 962, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7119591836734696, "macro_precision": 0.08658008658008658, "macro_recall": 0.32999999999999996, "macro_f1": 0.13697999754571114, "micro_accuracy": 0.7121827411167513, "micro_precision": 0.0889487870619946, "micro_recall": 0.33, "micro_f1": 0.14012738853503184}}
|
{"network.0.weight": [[-0.33452755212783813, -0.07471463829278946, 0.07893291115760803, 0.27809545397758484, 0.15498894453048706], [-0.03459201753139496, 0.041478488594293594, 0.03317553550004959, -0.34241294860839844, -0.07521539181470871], [0.2805238366127014, 0.1548108607530594, 0.030724311247467995, -0.023270389065146446, 0.04492156580090523], [-0.33167123794555664, -0.06947896629571915, 0.0702827051281929, 0.2775220274925232, 0.14438055455684662], [-0.010147967375814915, 0.046668387949466705, -0.0030882232822477818, -0.37662577629089355, -0.07802098989486694], [0.334342360496521, 0.11739445477724075, 0.016524026170372963, 0.018113793805241585, 0.05833246931433678]], "network.0.bias": [0.02519301511347294, 0.06981749832630157, 0.013350808061659336, 0.030654745176434517, 0.0678643062710762, -0.006578231696039438], "network.10.weight": [[-0.3540773093700409, -0.0963464230298996, 0.07367882132530212, 0.26078128814697266, 0.11747074872255325, 0.026815006509423256], [0.0791063979268074, 0.015124616213142872, -0.18105536699295044, -0.07094059884548187, 0.038542404770851135, 0.08947934955358505], [0.04289546236395836, 0.020636361092329025, 0.035215914249420166, 0.06503970175981522, -0.1327499896287918, -0.06334273517131805], [0.07259709388017654, 0.11472239345312119, 0.031938280910253525, 0.013292121700942516, 0.00573685672134161, 0.07675821334123611], [-0.08998683094978333, 0.03291289135813713, 0.06556681543588638, 0.07867814600467682, 0.026098551228642464, 0.006982087157666683], [0.10429880768060684, -0.10989761352539062, -0.033909622579813004, 0.030173351988196373, 0.0903620570898056, 0.05682631954550743]], "network.10.bias": [0.04442915320396423, 0.1108914390206337, 0.04742230474948883, -0.11098571121692657, 0.025456644594669342, 0.0318978913128376], "network.12.weight": [[0.019525809213519096, -0.03997984528541565, 0.1078413799405098, -0.10090091079473495, -0.04251326620578766, 0.01639433391392231]], "network.12.bias": [0.06735742092132568], "network.2.weight": [[0.05573853477835655, 0.046342555433511734, -0.0022060656920075417, 0.012400473468005657, 0.11298190802335739, -0.11790488660335541], [0.03518873453140259, 0.09764192253351212, 0.02044449746608734, 0.061504315584897995, 0.007345317862927914, 0.02323935180902481], [-0.07148730009794235, -0.03195827081799507, 0.013260860927402973, 0.10472457855939865, 0.020320450887084007, 0.049806732684373856], [0.024484645575284958, 0.061962101608514786, -0.08823122084140778, -0.0055411034263670444, 0.03610147535800934, 0.09093626588582993], [0.03754594177007675, 0.004471874795854092, 0.03505086526274681, 0.0503472164273262, -0.09514723718166351, 0.035459473729133606], [0.1326690912246704, -0.03605692461133003, 0.07011111080646515, -0.010011659003794193, 0.01948859915137291, 0.03760763630270958]], "network.2.bias": [-0.01065484806895256, 0.08232472091913223, -0.00047581002581864595, 0.017855007201433182, 0.050375182181596756, -0.08683903515338898], "network.4.weight": [[0.01021328940987587, 0.05980430543422699, 0.10080000013113022, -0.01226876676082611, 0.045563992112874985, -0.012930103577673435], [0.03812543675303459, -0.09044678509235382, 0.023145677521824837, 0.039322689175605774, 0.09972760826349258, 0.009820242412388325], [-0.0023595402017235756, 0.03887671232223511, 0.046876031905412674, -0.0772877186536789, 0.021768823266029358, 0.03935842961072922], [0.016607189550995827, 0.0374906025826931, -0.0010759617434814572, 0.019061557948589325, 0.04774203523993492, -0.059461530297994614], [0.02338462509214878, 0.07904279977083206, -0.000715114816557616, 0.05751891806721687, -0.0098324129357934, 0.03453555703163147], [-0.0311258714646101, 0.06810607761144638, 0.00810954812914133, 0.07481078058481216, -0.009602668695151806, 0.06351520121097565]], "network.4.bias": [0.04062093794345856, 0.03758421540260315, 0.08116405457258224, 0.04238656163215637, 0.020702099427580833, -0.020921625196933746], "network.6.weight": [[0.04776449128985405, -0.009863796643912792, -0.04737892746925354, 0.06960776448249817, 0.0074701770208776, 0.07392557710409164], [0.05861680582165718, -0.022910403087735176, 0.030325796455144882, -0.006422648672014475, -0.05631574988365173, 0.07478398084640503], [0.08382628858089447, 0.028611350804567337, 0.053655754774808884, -0.0280248261988163, 0.02644108235836029, -0.017725663259625435], [0.06501617282629013, 0.02354084514081478, 0.07733514904975891, 0.01405803021043539, 0.0533328577876091, -0.024336090311408043], [0.006213580723851919, -0.02451615035533905, 0.07433125376701355, 0.0033869720064103603, 0.07131193578243256, 0.03888951614499092], [-0.02788086049258709, 0.043932098895311356, -0.011388990096747875, -0.02453482709825039, 0.07724946737289429, -5.771642463514581e-05]], "network.6.bias": [0.022611308842897415, 0.006681462284177542, -0.03672447428107262, 0.04105755686759949, 0.053011126816272736, 0.077918641269207], "network.8.weight": [[0.03923675790429115, 0.05908902361989021, -0.0374659039080143, 0.0503598116338253, -0.025177964940667152, -0.013523162342607975], [-0.022894125431776047, 0.06708607077598572, 0.10245300084352493, 0.0358126163482666, -0.03256717696785927, 0.03751771152019501], [-0.018364673480391502, 0.049056753516197205, 0.019575582817196846, 0.02458369731903076, 0.03426368534564972, 0.04697073623538017], [0.024695560336112976, 0.013650049455463886, -0.017049258574843407, 0.06580063700675964, 0.03167078644037247, 0.02713976800441742], [0.060905780643224716, -0.013106785714626312, 0.020059406757354736, 0.0007550878799520433, -0.010288962163031101, 0.06871640682220459], [0.018179431557655334, 0.02257119119167328, 0.06124355271458626, -0.01988350786268711, 0.016234200447797775, -0.016643540933728218]], "network.8.bias": [0.0829985961318016, -0.02449239231646061, -0.011560352519154549, 0.025038063526153564, 0.03460784628987312, -0.0008625885238870978]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.417747, 0.56874, 0.52511, 0.189843, -0.252099], [-0.2928, -0.121792, -0.243724, 0.364649, 0.619294], [0.099001, 0.674738, 0.279138, 0.105319, -0.13758], [0.512164, 0.451853, -0.153228, 0.601125, -0.380526], [0.247228, 0.178128, 0.184955, 0.353843, -0.690707], [0.075018, -0.399335, -0.083468, -0.3316, -0.348709]], "network.0.bias": [0.391874, -0.32073, -0.108176, 0.130995, 0.177346, 0.169546], "network.2.weight": [[0.18839, -0.645206, 0.112406, 0.295422, 0.70954, -0.642802], [-0.258883, -0.739934, -0.075187, 0.063137, 0.212864, 0.186096], [-0.1607, -0.402227, -0.387982, -0.085004, 0.582955, -0.426788], [0.307865, -0.638941, 0.046504, 0.534504, 0.439095, -0.428839], [0.179085, 0.317273, -0.158274, -0.234877, -0.011875, -0.008957], [-0.399621, -0.213544, -0.353513, 0.031466, 0.646155, -0.51041]], "network.2.bias": [0.496319, -0.126345, -0.3619, 0.568459, -0.509055, -0.495053], "network.4.weight": [[-0.146494, 0.385501, 0.326716, -0.235977, 0.462707, 0.051964], [0.407784, -0.390722, -0.229143, 0.68268, 0.157881, -0.140149], [0.520877, -0.882804, -0.656267, 0.878523, -0.381483, -0.790349], [-0.280802, -0.26557, -0.047815, 0.576136, 0.219519, -0.23283], [0.476977, -0.370462, -0.594893, 0.80051, -0.216416, -0.629067], [-0.069382, 0.028958, 0.382633, -0.615639, -0.563692, 0.307291]], "network.4.bias": [0.01936, 0.225106, 0.198522, -0.419645, 0.315051, 0.37045], "network.6.weight": [[-0.450889, 0.088825, -0.113356, -0.542293, -0.127312, 0.020521], [-0.612643, 0.352483, 0.698902, 0.05902, 0.372789, -0.321059], [-0.094284, 0.365258, 0.765997, 0.129644, 0.907734, -0.513985], [0.101063, -0.120074, -0.373808, -0.270042, 0.103121, 0.188015], [0.029141, 0.788459, 0.812403, -0.315593, 0.7281, -0.756612], [0.354416, 0.212456, -0.088284, -0.178189, -0.405292, -0.616307]], "network.6.bias": [-0.170627, -0.203008, 0.002543, 0.213677, -0.076952, 0.175258], "network.8.weight": [[0.341629, -0.446494, -0.753682, -0.905531, -0.797172, -0.474193], [-0.090656, 0.728223, 0.536108, -0.289553, 0.695508, -0.168149], [0.037869, 0.008783, 0.532273, -0.491112, 0.56892, -0.143987], [-0.71927, -0.212925, 0.001085, 0.191963, -0.031885, 0.22402], [0.052269, 0.118092, 0.556665, 0.018694, 0.365617, -0.234021], [0.264047, -0.369314, -0.803952, 0.00652, -0.697981, -0.095156]], "network.8.bias": [-0.231249, 0.049986, -0.105327, 0.160873, -0.0485, -0.340813], "network.10.weight": [[0.604072, 0.56186, 0.308718, -0.42348, 0.077079, 0.428439], [0.039975, 0.716379, 0.398246, 0.069175, 0.453861, 0.457727], [0.686261, -0.781384, -0.528825, 0.118917, -0.659343, -0.332071], [-0.090006, -0.116567, 0.183423, -0.189646, 0.09422, -0.409759], [0.194923, -0.193067, 0.184146, -0.073156, -0.165596, 0.327646], [-0.263817, -0.074387, 0.031731, 0.269062, 0.213626, -0.14799]], "network.10.bias": [-0.183621, -0.206108, -0.574151, 0.044134, -0.235433, 0.678674], "network.12.weight": [[-0.578101, -0.443542, -0.499354, 0.177794, -0.321061, 0.362325]], "network.12.bias": [0.487274]}
|
{"alternating": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7557142857142857, "precision": 0.16758241758241757, "recall": 0.61, "f1": 0.2629310344827586, "tp": 61, "fp": 303, "fn": 39, "tn": 997, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.71, "precision": 0.07967032967032966, "recall": 0.29, "f1": 0.125, "tp": 29, "fp": 335, "fn": 71, "tn": 965, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.756, "precision": 0.21212121212121213, "recall": 0.98, "f1": 0.3487544483985765, "tp": 98, "fp": 364, "fn": 2, "tn": 1036, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.7185714285714285, "precision": 0.09615384615384616, "recall": 0.35, "f1": 0.15086206896551724, "tp": 35, "fp": 329, "fn": 65, "tn": 971, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7428571428571429, "precision": 0.14285714285714285, "recall": 0.52, "f1": 0.2241379310344828, "tp": 52, "fp": 312, "fn": 48, "tn": 988, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8071428571428572, "precision": 0.2664835164835165, "recall": 0.97, "f1": 0.4181034482758621, "tp": 97, "fp": 267, "fn": 3, "tn": 1033, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.76, "precision": 0.17582417582417584, "recall": 0.64, "f1": 0.27586206896551724, "tp": 64, "fp": 300, "fn": 36, "tn": 1000, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7057142857142857, "precision": 0.07142857142857142, "recall": 0.26, "f1": 0.1120689655172414, "tp": 26, "fp": 338, "fn": 74, "tn": 962, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7119591836734696, "macro_precision": 0.08658008658008658, "macro_recall": 0.32999999999999996, "macro_f1": 0.13697999754571114, "micro_accuracy": 0.7121827411167513, "micro_precision": 0.0889487870619946, "micro_recall": 0.33, "micro_f1": 0.14012738853503184}}
|
{"network.0.weight": [[-0.03625613823533058, -0.018963221460580826, 0.02911335788667202, 0.07573366910219193, 0.0718156099319458], [-0.007920210249722004, 0.006006977520883083, 0.0749945342540741, -0.0501210018992424, -0.031228799372911453], [0.07663765549659729, 0.08239459991455078, 0.02123233862221241, 0.007339938543736935, 0.002459443174302578], [-0.04691734164953232, -0.041736576706171036, 0.029176121577620506, 0.07178173214197159, 0.08217740803956985], [0.030370231717824936, -0.0005623931065201759, 0.0406167171895504, -0.04847217723727226, -0.06619387865066528], [0.07475169748067856, 0.051038213074207306, 0.020176658406853676, 0.08500558137893677, -0.010794461704790592]], "network.0.bias": [0.013072894886136055, 0.023963486775755882, 0.05762900784611702, 0.024553542956709862, 0.02858882211148739, 0.04267697036266327], "network.10.weight": [[-0.0034330873750150204, -0.10814033448696136, 0.04169429466128349, 0.011723680421710014, 0.04920760169625282, 0.03782658651471138], [0.0024899234995245934, 0.05105649307370186, -0.0012764775892719626, -0.07940736413002014, 0.027068575844168663, -0.015573639422655106], [0.07080236077308655, 0.05851287767291069, -0.0017380649223923683, 0.07290513813495636, -0.010174809955060482, -0.06559714674949646], [-0.0006163601647131145, 0.09404103457927704, 0.055321481078863144, 0.022849900647997856, -0.02717210352420807, 0.08576388657093048], [-0.0958651527762413, 0.01284502912312746, 0.009791206568479538, 0.07891597598791122, 0.046859052032232285, 0.0035328371450304985], [0.11134111881256104, -0.02551884390413761, -0.018229376524686813, -0.023513609543442726, 0.05352987349033356, 0.07437000423669815]], "network.10.bias": [0.1348096877336502, 0.07239943742752075, 0.035700079053640366, -0.023829970508813858, -0.00016226712614297867, 0.0633479505777359], "network.12.weight": [[-0.04078277572989464, -0.07004985213279724, 0.16506102681159973, -0.03026491031050682, -0.044760338962078094, -0.03613077476620674]], "network.12.bias": [0.03599972650408745], "network.2.weight": [[0.08406627178192139, 0.06494371592998505, -0.04515514522790909, -0.01078630331903696, 0.174335315823555, -0.01183534786105156], [-0.039384111762046814, 0.04864075779914856, 0.05356619134545326, 0.0731106698513031, -0.03793175145983696, -0.008690469898283482], [-0.008330129086971283, -0.040550634264945984, -0.054505523294210434, 0.08387971669435501, 0.05907483026385307, 0.06369324028491974], [0.005691885016858578, 0.13268667459487915, -0.026822110638022423, -0.025361623615026474, -0.02558836154639721, 0.06284480541944504], [0.049640219658613205, -0.009178143925964832, 0.016333069652318954, 0.11748023331165314, -0.025940170511603355, 0.02710135467350483], [0.10334112495183945, -0.03577966243028641, 0.06700257956981659, 0.013565496541559696, 0.027046527713537216, 0.09093154966831207]], "network.2.bias": [-0.02568572387099266, 0.1875370889902115, -0.046345435082912445, 0.05603274330496788, -0.008306263945996761, -0.03508126735687256], "network.4.weight": [[0.0017025064444169402, 0.010052775032818317, 0.07538548111915588, -0.01788979209959507, 0.04059872403740883, 0.01764281839132309], [0.07830648869276047, -0.0349525511264801, 0.010332245379686356, 0.0010795569978654385, 0.07698005437850952, -0.004351439420133829], [0.031954195350408554, 0.047792017459869385, 0.06792444735765457, -0.041902732104063034, 0.0067466446198523045, 0.011449047364294529], [0.008581546135246754, 0.03451080247759819, 0.029835304245352745, 0.027468550950288773, 0.06190365180373192, -0.04518949240446091], [0.002010814379900694, 0.06350314617156982, -0.0021470084320753813, 0.044134046882390976, 0.02739465795457363, 0.042514197528362274], [-0.022122777998447418, 0.050118256360292435, -0.007749032694846392, 0.05992449074983597, -0.006772820372134447, 0.04070119932293892]], "network.4.bias": [0.04914918169379234, 0.037987612187862396, 0.06021014600992203, 0.02590102329850197, 0.0482277013361454, 0.01941440999507904], "network.6.weight": [[0.05856595188379288, 0.024333583191037178, -0.04741588979959488, 0.04604015126824379, -0.0051583354361355305, 0.06707233190536499], [0.041485872119665146, 0.011556518264114857, 0.04586632922291756, 0.023637255653738976, -0.04537893831729889, 0.0447298102080822], [0.07491002976894379, 0.044308263808488846, 0.03713265806436539, 0.00266424473375082, 0.04575248435139656, 0.007689294870942831], [0.04188118129968643, 0.014784595929086208, 0.0711301639676094, 0.022642061114311218, 0.03651786968111992, 0.021558893844485283], [0.03341221436858177, -0.006107966881245375, 0.05319790169596672, -0.005061375442892313, 0.07571114599704742, 0.053074534982442856], [0.016078373417258263, 0.04694521799683571, 0.021492166444659233, -0.005363259930163622, 0.05188830569386482, -0.00978237483650446]], "network.6.bias": [0.03175659105181694, -0.006676808465272188, -0.01257796585559845, 0.041658639907836914, 0.035438764840364456, 0.07960624992847443], "network.8.weight": [[0.0628199428319931, 0.03589831665158272, 0.005925740115344524, 0.059701643884181976, 0.012772162444889545, 0.008208316750824451], [-0.027186641469597816, 0.08071482181549072, 0.13008560240268707, 0.009963681921362877, 0.0020044753327965736, 0.04738129675388336], [0.0019058292964473367, 0.03465772047638893, 0.020024338737130165, 0.04921555519104004, 0.04238982871174812, 0.03271509334445], [0.028456680476665497, 0.030231190845370293, 0.014956553466618061, 0.045493025332689285, 0.029120899736881256, 0.06561616063117981], [0.0507487952709198, 0.008633474819362164, 0.027759581804275513, 0.020679814741015434, 0.02758808247745037, 0.045440688729286194], [0.05878165364265442, 0.033903684467077255, 0.04958059638738632, 0.0026292968541383743, 0.023880209773778915, 0.004894552286714315]], "network.8.bias": [0.058748651295900345, 0.004686748143285513, 0.009969006292521954, 0.03176073357462883, 0.029071414843201637, 0.0249301940202713]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.417747, 0.56874, 0.52511, 0.189843, -0.252099], [-0.2928, -0.121792, -0.243724, 0.364649, 0.619294], [0.099001, 0.674738, 0.279138, 0.105319, -0.13758], [0.512164, 0.451853, -0.153228, 0.601125, -0.380526], [0.247228, 0.178128, 0.184955, 0.353843, -0.690707], [0.075018, -0.399335, -0.083468, -0.3316, -0.348709]], "network.0.bias": [0.391874, -0.32073, -0.108176, 0.130995, 0.177346, 0.169546], "network.2.weight": [[0.18839, -0.645206, 0.112406, 0.295422, 0.70954, -0.642802], [-0.258883, -0.739934, -0.075187, 0.063137, 0.212864, 0.186096], [-0.1607, -0.402227, -0.387982, -0.085004, 0.582955, -0.426788], [0.307865, -0.638941, 0.046504, 0.534504, 0.439095, -0.428839], [0.179085, 0.317273, -0.158274, -0.234877, -0.011875, -0.008957], [-0.399621, -0.213544, -0.353513, 0.031466, 0.646155, -0.51041]], "network.2.bias": [0.496319, -0.126345, -0.3619, 0.568459, -0.509055, -0.495053], "network.4.weight": [[-0.146494, 0.385501, 0.326716, -0.235977, 0.462707, 0.051964], [0.407784, -0.390722, -0.229143, 0.68268, 0.157881, -0.140149], [0.520877, -0.882804, -0.656267, 0.878523, -0.381483, -0.790349], [-0.280802, -0.26557, -0.047815, 0.576136, 0.219519, -0.23283], [0.476977, -0.370462, -0.594893, 0.80051, -0.216416, -0.629067], [-0.069382, 0.028958, 0.382633, -0.615639, -0.563692, 0.307291]], "network.4.bias": [0.01936, 0.225106, 0.198522, -0.419645, 0.315051, 0.37045], "network.6.weight": [[-0.450889, 0.088825, -0.113356, -0.542293, -0.127312, 0.020521], [-0.612643, 0.352483, 0.698902, 0.05902, 0.372789, -0.321059], [-0.094284, 0.365258, 0.765997, 0.129644, 0.907734, -0.513985], [0.101063, -0.120074, -0.373808, -0.270042, 0.103121, 0.188015], [0.029141, 0.788459, 0.812403, -0.315593, 0.7281, -0.756612], [0.354416, 0.212456, -0.088284, -0.178189, -0.405292, -0.616307]], "network.6.bias": [-0.170627, -0.203008, 0.002543, 0.213677, -0.076952, 0.175258], "network.8.weight": [[0.341629, -0.446494, -0.753682, -0.905531, -0.797172, -0.474193], [-0.090656, 0.728223, 0.536108, -0.289553, 0.695508, -0.168149], [0.037869, 0.008783, 0.532273, -0.491112, 0.56892, -0.143987], [-0.71927, -0.212925, 0.001085, 0.191963, -0.031885, 0.22402], [0.052269, 0.118092, 0.556665, 0.018694, 0.365617, -0.234021], [0.264047, -0.369314, -0.803952, 0.00652, -0.697981, -0.095156]], "network.8.bias": [-0.231249, 0.049986, -0.105327, 0.160873, -0.0485, -0.340813], "network.10.weight": [[0.604072, 0.56186, 0.308718, -0.42348, 0.077079, 0.428439], [0.039975, 0.716379, 0.398246, 0.069175, 0.453861, 0.457727], [0.686261, -0.781384, -0.528825, 0.118917, -0.659343, -0.332071], [-0.090006, -0.116567, 0.183423, -0.189646, 0.09422, -0.409759], [0.194923, -0.193067, 0.184146, -0.073156, -0.165596, 0.327646], [-0.263817, -0.074387, 0.031731, 0.269062, 0.213626, -0.14799]], "network.10.bias": [-0.183621, -0.206108, -0.574151, 0.044134, -0.235433, 0.678674], "network.12.weight": [[-0.578101, -0.443542, -0.499354, 0.177794, -0.321061, 0.362325]], "network.12.bias": [0.487274]}
|
{"alternating": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7557142857142857, "precision": 0.16758241758241757, "recall": 0.61, "f1": 0.2629310344827586, "tp": 61, "fp": 303, "fn": 39, "tn": 997, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.71, "precision": 0.07967032967032966, "recall": 0.29, "f1": 0.125, "tp": 29, "fp": 335, "fn": 71, "tn": 965, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.756, "precision": 0.21212121212121213, "recall": 0.98, "f1": 0.3487544483985765, "tp": 98, "fp": 364, "fn": 2, "tn": 1036, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.7185714285714285, "precision": 0.09615384615384616, "recall": 0.35, "f1": 0.15086206896551724, "tp": 35, "fp": 329, "fn": 65, "tn": 971, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7428571428571429, "precision": 0.14285714285714285, "recall": 0.52, "f1": 0.2241379310344828, "tp": 52, "fp": 312, "fn": 48, "tn": 988, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8071428571428572, "precision": 0.2664835164835165, "recall": 0.97, "f1": 0.4181034482758621, "tp": 97, "fp": 267, "fn": 3, "tn": 1033, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6685714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 364, "fn": 100, "tn": 936, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.76, "precision": 0.17582417582417584, "recall": 0.64, "f1": 0.27586206896551724, "tp": 64, "fp": 300, "fn": 36, "tn": 1000, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7057142857142857, "precision": 0.07142857142857142, "recall": 0.26, "f1": 0.1120689655172414, "tp": 26, "fp": 338, "fn": 74, "tn": 962, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7119591836734696, "macro_precision": 0.08658008658008658, "macro_recall": 0.32999999999999996, "macro_f1": 0.13697999754571114, "micro_accuracy": 0.7121827411167513, "micro_precision": 0.0889487870619946, "micro_recall": 0.33, "micro_f1": 0.14012738853503184}}
|
{"network.0.weight": [[-0.23157232999801636, -0.11889579892158508, -0.018728630617260933, 0.11882460862398148, 0.11892391741275787], [-0.03648471087217331, 0.014429650269448757, 0.08858188986778259, -0.21059931814670563, -0.12118133157491684], [0.1155218854546547, 0.11659475415945053, -0.0014144086744636297, -0.020723531022667885, 0.009073621593415737], [-0.18004077672958374, -0.11466357111930847, -0.02763357199728489, 0.10849978774785995, 0.10604255646467209], [-0.002936513163149357, 0.001078135333955288, 0.07258636504411697, -0.1855442076921463, -0.11940324306488037], [0.13433101773262024, 0.08675353974103928, -0.022089598700404167, 0.023631220683455467, -0.008314871229231358]], "network.0.bias": [0.0032528138253837824, -0.0301781315356493, 0.08183998614549637, -0.007348050829023123, -0.02943647839128971, 0.07306117564439774], "network.10.weight": [[-0.17740364372730255, -0.13517817854881287, -0.011327656917273998, 0.07333571463823318, 0.08899617940187454, 0.0016406720969825983], [9.374227374792099e-05, 0.08571688085794449, -0.09692530333995819, -0.11261684447526932, -0.02651427872478962, 0.014711592346429825], [0.024567535147070885, 0.03495050594210625, 0.00044957082718610764, 0.09992664307355881, -0.052652452141046524, -0.10547862946987152], [0.013872433453798294, 0.07426796108484268, 0.00843087024986744, 0.030473822727799416, -0.02661501243710518, 0.10599667578935623], [-0.13058990240097046, -0.03030596859753132, 0.01351362094283104, 0.04834727570414543, 0.0008438400109298527, 0.02012925036251545], [0.12642548978328705, -0.04060397669672966, -0.0640745684504509, -0.04936731234192848, 0.04424290359020233, 0.044060371816158295]], "network.10.bias": [0.04614746943116188, 0.0670221596956253, -0.013318943791091442, -0.033070772886276245, -0.010310509242117405, 0.02224651165306568], "network.12.weight": [[-0.0006871494697406888, -0.07209443300962448, 0.16938228905200958, -0.027379974722862244, -0.08051854372024536, -0.059528905898332596]], "network.12.bias": [0.033929143100976944], "network.2.weight": [[0.04190114140510559, 0.02474222145974636, -0.009297744370996952, -0.027791336178779602, 0.18485666811466217, -0.047302525490522385], [-0.04995859041810036, 0.05937595292925835, 0.023197446018457413, 0.04514618217945099, -0.020031454041600227, -0.02561860904097557], [-0.015605650842189789, -0.06923025101423264, -0.06210554018616676, 0.07541882246732712, 0.02291671186685562, 0.036648113280534744], [-0.02510114759206772, 0.143187016248703, -0.018611332401633263, -0.03901085630059242, -0.03494616970419884, 0.08544257283210754], [0.02142098732292652, -0.0018337565707042813, -0.008778483606874943, 0.13015779852867126, -0.05468635633587837, 0.014625120908021927], [0.14855942130088806, -0.045857105404138565, 0.04714838042855263, -0.013062604703009129, 0.0012260256335139275, 0.10445815324783325]], "network.2.bias": [-0.04964739456772804, 0.19353064894676208, -0.01981341280043125, 0.01201388519257307, -0.011793176643550396, -0.03308619558811188], "network.4.weight": [[0.0007720220601186156, -0.0017050900496542454, 0.11984062194824219, -0.0427272692322731, 0.01761673577129841, -0.006157782860100269], [0.08599144220352173, -0.030117521062493324, 0.011030234396457672, -0.016243690624833107, 0.12930378317832947, -0.02640463039278984], [0.0009702172828838229, 0.021125461906194687, 0.08207617700099945, -0.020314207300543785, 0.010836753994226456, -0.009645792655646801], [-0.016037557274103165, 0.01140558160841465, -0.00011923268903046846, 0.0030949683859944344, 0.07468845695257187, -0.04237645864486694], [-0.01807989366352558, 0.11224614083766937, -0.023628177121281624, 0.036843765527009964, -0.014408360235393047, 0.010928782634437084], [-0.04743821546435356, 0.05353695899248123, -0.02754485420882702, 0.11471568048000336, -0.01976364105939865, 0.04637537896633148]], "network.4.bias": [0.01921169087290764, 0.013314003124833107, 0.11045851558446884, 0.033186644315719604, 0.06210772320628166, -0.03251329064369202], "network.6.weight": [[0.022647853940725327, 0.04074779525399208, -0.0335351787507534, 0.05243081599473953, -0.03124973736703396, 0.11304757744073868], [0.039642706513404846, -0.026382820680737495, 0.003482048399746418, 0.041267331689596176, -0.03149480000138283, 0.055075325071811676], [0.11633145064115524, 0.02163108065724373, 0.03400678187608719, -0.030870573595166206, -0.003967815078794956, 0.027478983625769615], [0.044901322573423386, -0.013531829230487347, 0.10470021516084671, -0.0061760046519339085, 0.040214378386735916, -0.018738968297839165], [0.04588526114821434, 0.008165176026523113, 0.05827745795249939, -0.032851386815309525, 0.10613838583230972, 0.025809533894062042], [-0.02680603228509426, 0.008612497709691525, 0.03616320714354515, 0.007929001934826374, 0.0558098629117012, -0.03590899333357811]], "network.6.bias": [0.010281815193593502, -0.03307680785655975, 0.003794679883867502, 0.009256883524358273, 0.04004635289311409, 0.10978756844997406], "network.8.weight": [[0.0331728495657444, 0.04318242147564888, -0.03525235131382942, 0.013457032851874828, 0.028485393151640892, 0.03935175761580467], [-0.055708762258291245, 0.10393219441175461, 0.08862397819757462, 0.01389610581099987, -0.02970951236784458, 0.0021400926634669304], [0.03318735212087631, 0.03321216627955437, -0.004413357470184565, 0.0737607330083847, -0.006424388382583857, 0.024011852219700813], [-0.007268709130585194, 0.04346644505858421, 0.04059433192014694, 0.05038604140281677, 0.0027026995085179806, 0.08467651158571243], [0.0360502190887928, -0.015475748106837273, -0.005134568549692631, 0.02387259714305401, 0.04593318700790405, 0.05071636661887169], [0.07990189641714096, 0.000747503072489053, 0.03984147682785988, -0.024413462728261948, -0.009623234160244465, 0.009007764048874378]], "network.8.bias": [0.06343330442905426, 0.023677950724959373, -0.008365058340132236, -0.0033212590496987104, 0.0019657625816762447, 0.06355185061693192]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.510606, 0.394897, -0.251971, -0.006356, 0.019567], [0.010315, -0.025708, -0.355078, -0.043208, -0.101093], [0.351166, 0.227302, -0.291924, 0.178126, -0.03068], [0.006863, 0.550664, -0.245063, 0.524902, -0.112762], [0.022479, 0.324322, -0.292617, 0.254039, -0.271837], [0.714468, -0.258678, 0.513175, -0.148348, 0.14205], [-0.225057, -0.125744, -0.271709, -0.001834, 0.534971], [0.616449, -0.373195, 0.474968, 0.51719, -0.045134]], "network.0.bias": [0.114006, -0.323717, -0.097855, -0.34439, -0.315523, -0.401789, 0.185116, -0.160179], "network.2.weight": [[0.090847, -0.288186, 0.147252, 0.123162, 0.491443, 0.426453, 0.547958, 0.289865], [-0.394059, -0.150389, 0.091625, -0.352021, -0.084335, 0.019678, 0.158876, -0.267108], [-0.306724, 0.173522, -0.240786, -0.088068, -0.091655, -0.376527, 0.200113, 0.223485], [0.616581, -0.220198, 0.444463, 0.514907, 0.36539, 0.611686, -0.030647, 0.47181], [0.229424, 0.120574, -0.347024, -0.270768, -0.143306, 0.046367, 0.174358, -0.405733], [-0.026753, 0.20609, -0.319036, -0.438464, 0.343671, 0.139181, 0.455713, -0.46775], [0.14337, -0.19815, -0.033848, 0.320356, -0.24184, -0.133064, 0.215131, -0.10965], [-0.041754, 0.17536, -0.315219, -0.173653, -0.282053, 0.016232, 0.4412, -0.399137]], "network.2.bias": [0.618553, 0.581952, 0.524379, -0.272585, -0.23471, 0.045364, -0.342528, 0.640271], "network.4.weight": [[0.586824, -0.258082, -0.306109, 0.603589, -0.076863, -0.269338, 0.116171, 0.120648], [-0.247594, -0.022702, -0.071129, -0.199949, -0.33368, -0.121146, -0.268847, 0.082159], [-0.113526, -0.002519, 0.139358, -0.047947, -0.174931, 0.161796, -0.334947, -0.140522], [0.207358, 0.323772, 0.586171, -0.122967, 0.087544, 0.4174, -0.538367, 0.571826], [-0.39245, -0.200926, 0.262875, 0.159528, -0.275971, 0.045924, -0.229351, -0.04316], [-0.296187, 0.023646, -0.253437, 0.331574, -0.377995, -0.054674, 0.422918, 0.110286], [0.369058, 0.593443, -0.034316, -0.546456, -0.113717, 0.397646, -0.318941, 0.5552], [0.126485, 0.293091, 0.52937, -0.209058, -0.072016, 0.034269, -0.579333, 0.439553]], "network.4.bias": [-0.051009, -0.014476, -0.240792, -0.047072, -0.39061, 0.10132, 0.260078, 0.507783], "network.6.weight": [[-0.211792, 0.208476, 0.276555, -0.119454, -0.292254, -0.055402, 0.272012, -0.115631], [-0.153202, 0.184381, -0.171039, -0.307979, -0.15048, -0.047415, -0.189298, -0.24826], [-0.11455, -0.118175, 0.002187, 0.57053, -0.006677, -0.140456, 0.527899, 0.271102], [-0.169689, -0.208962, -0.059347, 0.596026, 0.163951, -0.205006, 0.281949, 0.53827], [-0.017862, 0.096498, 0.328561, -0.079339, 0.173396, -0.327487, -0.379159, -0.342245], [0.504287, 0.018818, -0.070155, 0.086326, 0.006594, 0.235923, -0.241112, -0.466399], [-0.175243, 0.147871, 0.116104, 0.051346, -0.329492, -0.176146, -0.176098, 0.278154], [0.319748, -0.169074, -0.449761, 0.115817, 0.121837, -0.113891, 0.034948, -0.026054]], "network.6.bias": [-0.336001, -0.057839, 0.261843, 0.450869, -0.279645, 0.410905, -0.259442, -0.425038], "network.8.weight": [[-0.276051, -0.015927, 0.263665, 0.511743, 0.074579, -0.600084, -0.129952, -0.094232]], "network.8.bias": [-0.116348]}
|
{"alternating": {"accuracy": 0.8007142857142857, "precision": 0.059113300492610835, "recall": 0.12, "f1": 0.07920792079207921, "tp": 12, "fp": 191, "fn": 88, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8606666666666667, "precision": 0.3164983164983165, "recall": 0.94, "f1": 0.4735516372795969, "tp": 94, "fp": 203, "fn": 6, "tn": 1197, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.7835714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 203, "fn": 100, "tn": 1097, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8064285714285714, "precision": 0.07881773399014778, "recall": 0.16, "f1": 0.10561056105610563, "tp": 16, "fp": 187, "fn": 84, "tn": 1113, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8278571428571428, "precision": 0.15270935960591134, "recall": 0.31, "f1": 0.20462046204620463, "tp": 31, "fp": 172, "fn": 69, "tn": 1128, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7921428571428571, "precision": 0.029556650246305417, "recall": 0.06, "f1": 0.039603960396039604, "tp": 6, "fp": 197, "fn": 94, "tn": 1103, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8035714285714286, "precision": 0.06896551724137931, "recall": 0.14, "f1": 0.0924092409240924, "tp": 14, "fp": 189, "fn": 86, "tn": 1111, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7935714285714286, "precision": 0.034482758620689655, "recall": 0.07, "f1": 0.0462046204620462, "tp": 7, "fp": 196, "fn": 93, "tn": 1104, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8707142857142857, "precision": 0.30049261083743845, "recall": 0.61, "f1": 0.40264026402640263, "tp": 61, "fp": 142, "fn": 39, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8335714285714285, "precision": 0.1724137931034483, "recall": 0.35, "f1": 0.23102310231023104, "tp": 35, "fp": 168, "fn": 65, "tn": 1132, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.795, "precision": 0.03940886699507389, "recall": 0.08, "f1": 0.05280528052805281, "tp": 8, "fp": 195, "fn": 92, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8087721088435373, "macro_precision": 0.09051694519674815, "macro_recall": 0.20500000000000002, "macro_f1": 0.12481993071563365, "micro_accuracy": 0.8090355329949238, "micro_precision": 0.09775204359673025, "micro_recall": 0.205, "micro_f1": 0.132380073800738}}
|
{"network.0.weight": [[0.09673716127872467, 0.05101890489459038, 0.039791446179151535, 0.02984410524368286, 0.005952354054898024], [-0.03777965530753136, -0.05667562037706375, -0.0026445784606039524, 0.09207333624362946, 0.05661316588521004], [0.023940149694681168, 0.005818794947117567, 0.0779247134923935, -0.03658608719706535, -0.0505404993891716], [0.09123687446117401, 0.06419116258621216, 0.02905900590121746, 0.027054063975811005, -0.006792907137423754], [-0.03666633740067482, -0.04454026371240616, -0.0010418990859761834, 0.06580410897731781, 0.0455843023955822], [0.03254818171262741, -0.02115391567349434, 0.05796322599053383, -0.014791996218264103, -0.03490825742483139], [0.07022704184055328, 0.021275173872709274, 0.019106609746813774, 0.011470846831798553, -0.00745703699067235], [0.009532342664897442, -0.009596490301191807, 0.02741684578359127, 0.07617805898189545, 0.040860746055841446]], "network.0.bias": [0.08399563282728195, 0.026349050924181938, 0.00011653214460238814, 0.06994515657424927, 0.01775599829852581, 0.008183826692402363, 0.06408669799566269, 0.013274920172989368], "network.2.weight": [[0.03906983882188797, 0.004023428540676832, 0.08856141567230225, -0.032388489693403244, -0.0063071781769394875, 0.01217325497418642, 0.05996311828494072, 0.04576700180768967], [0.045821405947208405, 0.007333527784794569, 0.06633276492357254, -0.03458629921078682, -0.026797793805599213, 0.006228496786206961, 0.02287168987095356, 0.008755777031183243], [0.05502421408891678, 0.001128609525039792, 0.06798756867647171, -0.025203896686434746, -0.009689734317362309, 0.011537705548107624, 0.0011894727358594537, 0.038203563541173935], [0.06440502405166626, -0.005029742140322924, 0.07572543621063232, -0.012381588108837605, -0.05398847907781601, -0.0017055222997441888, -0.0028677559457719326, 0.01827366277575493], [0.059686824679374695, 0.0056988256983459, 0.08275319635868073, -0.025363685563206673, -0.02358425408601761, -0.0005021640681661665, -0.00349918520078063, 0.028451792895793915], [0.0494631752371788, -0.003227566136047244, 0.08335481584072113, -0.023488963022828102, -0.019464567303657532, -0.0017463365802541375, -0.016014060005545616, -0.019138887524604797], [0.097403384745121, -0.009625409729778767, 0.08854442834854126, -0.029618753120303154, -0.0016258368268609047, -0.010648648254573345, -0.01768539659678936, -0.008640829473733902], [0.07252371311187744, -0.0038692697416990995, 0.07383906841278076, -0.019794663414359093, -0.007027828134596348, -0.005489433649927378, -0.025785712525248528, 0.02641104906797409]], "network.2.bias": [0.03799615427851677, 0.0262420903891325, -0.0013241195119917393, -0.004927384201437235, -0.007174255792051554, -0.002316149417310953, 0.009076413698494434, 0.0017716414295136929], "network.4.weight": [[0.04286528378725052, 0.005406092386692762, 0.10159727931022644, -0.016979796811938286, -0.054395146667957306, -0.02771618403494358, -0.017934342846274376, -0.005542117636650801], [0.05123640596866608, 0.008902969770133495, 0.0702304020524025, -0.019315080717206, -0.0247952938079834, 9.438901906833053e-05, -0.04067879542708397, -0.004752564709633589], [0.07071014493703842, 0.02200895920395851, 0.05764671042561531, -0.017231715843081474, -0.017182566225528717, 0.006429275032132864, -0.04891626164317131, -0.023491118103265762], [0.048710569739341736, 0.027885857969522476, 0.06971928477287292, -0.013071944005787373, -0.01920592039823532, 0.004430701490491629, -0.0373079739511013, -0.00986645370721817], [0.03477748855948448, 0.01348604541271925, 0.09192052483558655, -0.006279853172600269, -0.011518471874296665, -0.008231262676417828, -0.01613744907081127, 0.016297440975904465], [0.017349548637866974, 0.005252394359558821, 0.08794184029102325, -0.01150399912148714, -0.007496275939047337, -0.0062756785191595554, -0.0504198856651783, 0.001996795181185007], [0.02101792022585869, 0.030848324298858643, 0.08916114270687103, -0.017779892310500145, -0.029141224920749664, 0.001344387768767774, -0.07774753123521805, -0.011267399415373802], [0.027017198503017426, 0.03776184469461441, 0.09690921753644943, -0.021025894209742546, -0.038392841815948486, -0.005034098867326975, -0.06369287520647049, -0.010635348036885262]], "network.4.bias": [0.025376243516802788, 0.013003048487007618, 0.009233531542122364, 0.006368858274072409, 0.0012184656225144863, 0.01769469492137432, 0.023268861696124077, 0.005483326967805624], "network.6.weight": [[0.019905954599380493, 0.009347970597445965, 0.046501316130161285, -0.01069133821874857, -0.03462795913219452, -0.012713062576949596, -0.0944574773311615, -0.016212590038776398], [-0.010583948343992233, 0.03014032170176506, 0.057635702192783356, -0.00968054961413145, -0.03982365131378174, -0.013516123406589031, -0.11174033582210541, -0.04264600947499275], [0.00037316634552553296, 0.03332396224141121, 0.08314869552850723, -0.028461238369345665, -0.056065093725919724, -0.005602168384939432, -0.1416933238506317, -0.06743735820055008], [-0.01879502460360527, 0.05969588831067085, 0.07350078225135803, -0.010242144577205181, -0.0679551288485527, -0.007589916232973337, -0.14518387615680695, -0.05429569259285927], [-0.0036205945070832968, 0.015121995471417904, 0.058851491659879684, 0.010987422429025173, -0.047617197036743164, -0.0008027800940908492, -0.14756205677986145, -0.05128331109881401], [-0.009874224662780762, 0.04572116211056709, 0.03574125096201897, 0.00438940804451704, -0.06029228866100311, 0.0026720701716840267, -0.1608859747648239, -0.07267104089260101], [-0.023633427917957306, 0.0476650707423687, 0.03866873309016228, -0.013318735174834728, -0.0701051875948906, 0.005389371421188116, -0.16959148645401, -0.1243325024843216], [-0.02657981961965561, 0.027963392436504364, 0.0438433513045311, -0.016468871384859085, -0.04698432609438896, 0.025783924385905266, -0.11877462267875671, -0.0025485376827418804]], "network.6.bias": [0.008769695647060871, 0.013012927956879139, 0.00980494637042284, -0.043695081025362015, -0.030244046822190285, -0.023585917428135872, -0.0384242869913578, -0.03418717160820961], "network.8.weight": [[0.037736572325229645, 0.02044586092233658, -0.004849758464843035, -0.02696145884692669, -0.06016474962234497, -0.0004509562277235091, -0.11877822130918503, -0.02441299334168434]], "network.8.bias": [-0.0840843915939331]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.510606, 0.394897, -0.251971, -0.006356, 0.019567], [0.010315, -0.025708, -0.355078, -0.043208, -0.101093], [0.351166, 0.227302, -0.291924, 0.178126, -0.03068], [0.006863, 0.550664, -0.245063, 0.524902, -0.112762], [0.022479, 0.324322, -0.292617, 0.254039, -0.271837], [0.714468, -0.258678, 0.513175, -0.148348, 0.14205], [-0.225057, -0.125744, -0.271709, -0.001834, 0.534971], [0.616449, -0.373195, 0.474968, 0.51719, -0.045134]], "network.0.bias": [0.114006, -0.323717, -0.097855, -0.34439, -0.315523, -0.401789, 0.185116, -0.160179], "network.2.weight": [[0.090847, -0.288186, 0.147252, 0.123162, 0.491443, 0.426453, 0.547958, 0.289865], [-0.394059, -0.150389, 0.091625, -0.352021, -0.084335, 0.019678, 0.158876, -0.267108], [-0.306724, 0.173522, -0.240786, -0.088068, -0.091655, -0.376527, 0.200113, 0.223485], [0.616581, -0.220198, 0.444463, 0.514907, 0.36539, 0.611686, -0.030647, 0.47181], [0.229424, 0.120574, -0.347024, -0.270768, -0.143306, 0.046367, 0.174358, -0.405733], [-0.026753, 0.20609, -0.319036, -0.438464, 0.343671, 0.139181, 0.455713, -0.46775], [0.14337, -0.19815, -0.033848, 0.320356, -0.24184, -0.133064, 0.215131, -0.10965], [-0.041754, 0.17536, -0.315219, -0.173653, -0.282053, 0.016232, 0.4412, -0.399137]], "network.2.bias": [0.618553, 0.581952, 0.524379, -0.272585, -0.23471, 0.045364, -0.342528, 0.640271], "network.4.weight": [[0.586824, -0.258082, -0.306109, 0.603589, -0.076863, -0.269338, 0.116171, 0.120648], [-0.247594, -0.022702, -0.071129, -0.199949, -0.33368, -0.121146, -0.268847, 0.082159], [-0.113526, -0.002519, 0.139358, -0.047947, -0.174931, 0.161796, -0.334947, -0.140522], [0.207358, 0.323772, 0.586171, -0.122967, 0.087544, 0.4174, -0.538367, 0.571826], [-0.39245, -0.200926, 0.262875, 0.159528, -0.275971, 0.045924, -0.229351, -0.04316], [-0.296187, 0.023646, -0.253437, 0.331574, -0.377995, -0.054674, 0.422918, 0.110286], [0.369058, 0.593443, -0.034316, -0.546456, -0.113717, 0.397646, -0.318941, 0.5552], [0.126485, 0.293091, 0.52937, -0.209058, -0.072016, 0.034269, -0.579333, 0.439553]], "network.4.bias": [-0.051009, -0.014476, -0.240792, -0.047072, -0.39061, 0.10132, 0.260078, 0.507783], "network.6.weight": [[-0.211792, 0.208476, 0.276555, -0.119454, -0.292254, -0.055402, 0.272012, -0.115631], [-0.153202, 0.184381, -0.171039, -0.307979, -0.15048, -0.047415, -0.189298, -0.24826], [-0.11455, -0.118175, 0.002187, 0.57053, -0.006677, -0.140456, 0.527899, 0.271102], [-0.169689, -0.208962, -0.059347, 0.596026, 0.163951, -0.205006, 0.281949, 0.53827], [-0.017862, 0.096498, 0.328561, -0.079339, 0.173396, -0.327487, -0.379159, -0.342245], [0.504287, 0.018818, -0.070155, 0.086326, 0.006594, 0.235923, -0.241112, -0.466399], [-0.175243, 0.147871, 0.116104, 0.051346, -0.329492, -0.176146, -0.176098, 0.278154], [0.319748, -0.169074, -0.449761, 0.115817, 0.121837, -0.113891, 0.034948, -0.026054]], "network.6.bias": [-0.336001, -0.057839, 0.261843, 0.450869, -0.279645, 0.410905, -0.259442, -0.425038], "network.8.weight": [[-0.276051, -0.015927, 0.263665, 0.511743, 0.074579, -0.600084, -0.129952, -0.094232]], "network.8.bias": [-0.116348]}
|
{"alternating": {"accuracy": 0.8007142857142857, "precision": 0.059113300492610835, "recall": 0.12, "f1": 0.07920792079207921, "tp": 12, "fp": 191, "fn": 88, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8606666666666667, "precision": 0.3164983164983165, "recall": 0.94, "f1": 0.4735516372795969, "tp": 94, "fp": 203, "fn": 6, "tn": 1197, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.7835714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 203, "fn": 100, "tn": 1097, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8064285714285714, "precision": 0.07881773399014778, "recall": 0.16, "f1": 0.10561056105610563, "tp": 16, "fp": 187, "fn": 84, "tn": 1113, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8278571428571428, "precision": 0.15270935960591134, "recall": 0.31, "f1": 0.20462046204620463, "tp": 31, "fp": 172, "fn": 69, "tn": 1128, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7921428571428571, "precision": 0.029556650246305417, "recall": 0.06, "f1": 0.039603960396039604, "tp": 6, "fp": 197, "fn": 94, "tn": 1103, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8035714285714286, "precision": 0.06896551724137931, "recall": 0.14, "f1": 0.0924092409240924, "tp": 14, "fp": 189, "fn": 86, "tn": 1111, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7935714285714286, "precision": 0.034482758620689655, "recall": 0.07, "f1": 0.0462046204620462, "tp": 7, "fp": 196, "fn": 93, "tn": 1104, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8707142857142857, "precision": 0.30049261083743845, "recall": 0.61, "f1": 0.40264026402640263, "tp": 61, "fp": 142, "fn": 39, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8335714285714285, "precision": 0.1724137931034483, "recall": 0.35, "f1": 0.23102310231023104, "tp": 35, "fp": 168, "fn": 65, "tn": 1132, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.795, "precision": 0.03940886699507389, "recall": 0.08, "f1": 0.05280528052805281, "tp": 8, "fp": 195, "fn": 92, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8087721088435373, "macro_precision": 0.09051694519674815, "macro_recall": 0.20500000000000002, "macro_f1": 0.12481993071563365, "micro_accuracy": 0.8090355329949238, "micro_precision": 0.09775204359673025, "micro_recall": 0.205, "micro_f1": 0.132380073800738}}
|
{"network.0.weight": [[0.14675132930278778, 0.054401662200689316, 0.07162532210350037, 0.08707087486982346, 0.012236873619258404], [-0.07983148097991943, -0.07847347110509872, 0.005535272415727377, 0.1446387618780136, 0.060011763125658035], [0.0806790366768837, 0.00974294077605009, 0.09706169366836548, -0.07733571529388428, -0.07252734154462814], [0.14572489261627197, 0.06670123338699341, 0.05894462391734123, 0.08419661968946457, -0.0041742813773453236], [-0.07687047868967056, -0.06729977577924728, 0.007792619522660971, 0.12387710064649582, 0.04711172357201576], [0.09242326766252518, -0.019235242158174515, 0.07831453531980515, -0.055524569004774094, -0.05757128447294235], [0.13053245842456818, 0.021708305925130844, 0.04577169939875603, 0.07454771548509598, -0.006922949571162462], [-0.030717728659510612, -0.032142482697963715, 0.03609475865960121, 0.1442335695028305, 0.03879063203930855]], "network.0.bias": [0.10289967060089111, 0.057304468005895615, 0.00870459247380495, 0.08999557793140411, 0.04567001387476921, 0.01690935157239437, 0.0853695422410965, 0.038901668041944504], "network.2.weight": [[0.09783632308244705, 0.0009228990529663861, 0.1078651174902916, -0.06929583847522736, -0.028777115046977997, 0.019947832450270653, 0.13139238953590393, 0.04269631952047348], [0.10515407472848892, 0.0038640752900391817, 0.08639027178287506, -0.07082340121269226, -0.050797440111637115, 0.015370910055935383, 0.10243487358093262, 0.0022885617800056934], [0.11708063632249832, -0.003540490521118045, 0.0877746045589447, -0.0614217184484005, -0.03463013470172882, 0.02066187374293804, 0.0934077799320221, 0.03241288289427757], [0.13454504311084747, -0.01487142313271761, 0.09246949106454849, -0.05016437917947769, -0.07840298116207123, 0.011801217682659626, 0.08934071660041809, 0.013293646275997162], [0.1295277327299118, -0.005258810240775347, 0.09984061121940613, -0.06310205161571503, -0.048285774886608124, 0.01576484553515911, 0.09562426805496216, 0.02623283490538597], [0.12986141443252563, -0.019865136593580246, 0.1005413681268692, -0.06398823857307434, -0.04544670134782791, 0.020619599148631096, 0.08854913711547852, -0.011502191424369812], [0.15362799167633057, -0.01924772933125496, 0.09354530274868011, -0.06468755006790161, -0.017558805644512177, 0.009834256954491138, 0.08567137271165848, 0.0007660988485440612], [0.1359579861164093, -0.01664513722062111, 0.08193403482437134, -0.055702149868011475, -0.02039927989244461, 0.018761446699500084, 0.09201645106077194, 0.03819063678383827]], "network.2.bias": [0.06275418400764465, 0.04897786304354668, 0.021993620321154594, 0.01909109763801098, 0.01694093458354473, 0.01609957031905651, 0.02631152980029583, 0.017739517614245415], "network.4.weight": [[0.12980538606643677, -0.02121308073401451, 0.11366347968578339, -0.06049212068319321, -0.07147776335477829, 0.004786235745996237, 0.09531190246343613, 0.010854016989469528], [0.1342947781085968, -0.011349995620548725, 0.08311085402965546, -0.062499601393938065, -0.03800003230571747, 0.030206849798560143, 0.08115722984075546, 0.013141501694917679], [0.15081998705863953, 0.0031468451488763094, 0.06601165235042572, -0.058265503495931625, -0.02632167935371399, 0.040035296231508255, 0.07755337655544281, -0.003855715971440077], [0.13173414766788483, 0.011594227515161037, 0.07671970129013062, -0.054171521216630936, -0.02689170092344284, 0.03896252438426018, 0.098769910633564, 0.020213287323713303], [0.1380636990070343, -0.009624865837395191, 0.09510032832622528, -0.05339845269918442, -0.01865292340517044, 0.03341449424624443, 0.12040829658508301, 0.05239558592438698], [0.14931970834732056, -0.027335751801729202, 0.09388035535812378, -0.06636544317007065, -0.024324260652065277, 0.04029252007603645, 0.08453384041786194, 0.04468432441353798], [0.15206891298294067, 0.0025851086247712374, 0.08646386116743088, -0.06619616597890854, -0.032718475908041, 0.04754435643553734, 0.05317861959338188, 0.036511022597551346], [0.17576727271080017, 0.004994019400328398, 0.09297595173120499, -0.06937479972839355, -0.038526542484760284, 0.04223824664950371, 0.06418607383966446, 0.026078570634126663]], "network.4.bias": [0.03526094928383827, 0.021513713523745537, 0.014783901162445545, 0.003757236059755087, -0.004318671766668558, 0.00493438309058547, 0.006420103367418051, -0.020225973799824715], "network.6.weight": [[0.16537630558013916, -0.006000301335006952, 0.0518491305410862, -0.06914366781711578, -0.03909333422780037, 0.04520048573613167, 0.032007720321416855, 0.028820175677537918], [0.16976796090602875, 0.008346294052898884, 0.058790795505046844, -0.07337195426225662, -0.04272846132516861, 0.059122610837221146, -0.0027892733924090862, 0.029981549829244614], [0.20198823511600494, 0.00998715404421091, 0.07326824218034744, -0.08869273215532303, -0.045010536909103394, 0.06685435026884079, -0.03879692777991295, -0.005416575353592634], [0.15846839547157288, 0.03145488351583481, 0.06846727430820465, -0.05398466810584068, -0.046588554978370667, 0.06009158864617348, -0.05433345213532448, 0.03659260645508766], [0.13419374823570251, 0.05708380416035652, 0.022797150537371635, -0.04276851937174797, -0.04175891727209091, 0.060565799474716187, -0.0646616667509079, 0.04261471703648567], [0.1139097735285759, 0.08515056222677231, -0.0033359841909259558, -0.04161660745739937, -0.031578268855810165, 0.05162161588668823, -0.09183143079280853, 0.006508227903395891], [0.06761027127504349, 0.052048008888959885, 0.0019288307521492243, -0.041854869574308395, -0.02506411075592041, 0.06528421491384506, -0.10020171105861664, -0.05662602186203003], [0.060126084834337234, 0.0069396174512803555, 0.019127676263451576, -0.03917372226715088, -0.010595200583338737, 0.07296151667833328, -0.061537016183137894, 0.051510948687791824]], "network.6.bias": [-0.02862016297876835, -0.03571559488773346, -0.037636276334524155, -0.04924953356385231, -0.05025986582040787, -0.059341948479413986, -0.07050109654664993, -0.0467972606420517], "network.8.weight": [[0.07171250879764557, 0.035303134471178055, -0.022678082808852196, -0.06014036387205124, -0.038782499730587006, 0.026127897202968597, -0.07537728548049927, 0.036148954182863235]], "network.8.bias": [-0.09015053510665894]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.510606, 0.394897, -0.251971, -0.006356, 0.019567], [0.010315, -0.025708, -0.355078, -0.043208, -0.101093], [0.351166, 0.227302, -0.291924, 0.178126, -0.03068], [0.006863, 0.550664, -0.245063, 0.524902, -0.112762], [0.022479, 0.324322, -0.292617, 0.254039, -0.271837], [0.714468, -0.258678, 0.513175, -0.148348, 0.14205], [-0.225057, -0.125744, -0.271709, -0.001834, 0.534971], [0.616449, -0.373195, 0.474968, 0.51719, -0.045134]], "network.0.bias": [0.114006, -0.323717, -0.097855, -0.34439, -0.315523, -0.401789, 0.185116, -0.160179], "network.2.weight": [[0.090847, -0.288186, 0.147252, 0.123162, 0.491443, 0.426453, 0.547958, 0.289865], [-0.394059, -0.150389, 0.091625, -0.352021, -0.084335, 0.019678, 0.158876, -0.267108], [-0.306724, 0.173522, -0.240786, -0.088068, -0.091655, -0.376527, 0.200113, 0.223485], [0.616581, -0.220198, 0.444463, 0.514907, 0.36539, 0.611686, -0.030647, 0.47181], [0.229424, 0.120574, -0.347024, -0.270768, -0.143306, 0.046367, 0.174358, -0.405733], [-0.026753, 0.20609, -0.319036, -0.438464, 0.343671, 0.139181, 0.455713, -0.46775], [0.14337, -0.19815, -0.033848, 0.320356, -0.24184, -0.133064, 0.215131, -0.10965], [-0.041754, 0.17536, -0.315219, -0.173653, -0.282053, 0.016232, 0.4412, -0.399137]], "network.2.bias": [0.618553, 0.581952, 0.524379, -0.272585, -0.23471, 0.045364, -0.342528, 0.640271], "network.4.weight": [[0.586824, -0.258082, -0.306109, 0.603589, -0.076863, -0.269338, 0.116171, 0.120648], [-0.247594, -0.022702, -0.071129, -0.199949, -0.33368, -0.121146, -0.268847, 0.082159], [-0.113526, -0.002519, 0.139358, -0.047947, -0.174931, 0.161796, -0.334947, -0.140522], [0.207358, 0.323772, 0.586171, -0.122967, 0.087544, 0.4174, -0.538367, 0.571826], [-0.39245, -0.200926, 0.262875, 0.159528, -0.275971, 0.045924, -0.229351, -0.04316], [-0.296187, 0.023646, -0.253437, 0.331574, -0.377995, -0.054674, 0.422918, 0.110286], [0.369058, 0.593443, -0.034316, -0.546456, -0.113717, 0.397646, -0.318941, 0.5552], [0.126485, 0.293091, 0.52937, -0.209058, -0.072016, 0.034269, -0.579333, 0.439553]], "network.4.bias": [-0.051009, -0.014476, -0.240792, -0.047072, -0.39061, 0.10132, 0.260078, 0.507783], "network.6.weight": [[-0.211792, 0.208476, 0.276555, -0.119454, -0.292254, -0.055402, 0.272012, -0.115631], [-0.153202, 0.184381, -0.171039, -0.307979, -0.15048, -0.047415, -0.189298, -0.24826], [-0.11455, -0.118175, 0.002187, 0.57053, -0.006677, -0.140456, 0.527899, 0.271102], [-0.169689, -0.208962, -0.059347, 0.596026, 0.163951, -0.205006, 0.281949, 0.53827], [-0.017862, 0.096498, 0.328561, -0.079339, 0.173396, -0.327487, -0.379159, -0.342245], [0.504287, 0.018818, -0.070155, 0.086326, 0.006594, 0.235923, -0.241112, -0.466399], [-0.175243, 0.147871, 0.116104, 0.051346, -0.329492, -0.176146, -0.176098, 0.278154], [0.319748, -0.169074, -0.449761, 0.115817, 0.121837, -0.113891, 0.034948, -0.026054]], "network.6.bias": [-0.336001, -0.057839, 0.261843, 0.450869, -0.279645, 0.410905, -0.259442, -0.425038], "network.8.weight": [[-0.276051, -0.015927, 0.263665, 0.511743, 0.074579, -0.600084, -0.129952, -0.094232]], "network.8.bias": [-0.116348]}
|
{"alternating": {"accuracy": 0.8007142857142857, "precision": 0.059113300492610835, "recall": 0.12, "f1": 0.07920792079207921, "tp": 12, "fp": 191, "fn": 88, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8606666666666667, "precision": 0.3164983164983165, "recall": 0.94, "f1": 0.4735516372795969, "tp": 94, "fp": 203, "fn": 6, "tn": 1197, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.7835714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 203, "fn": 100, "tn": 1097, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8064285714285714, "precision": 0.07881773399014778, "recall": 0.16, "f1": 0.10561056105610563, "tp": 16, "fp": 187, "fn": 84, "tn": 1113, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8278571428571428, "precision": 0.15270935960591134, "recall": 0.31, "f1": 0.20462046204620463, "tp": 31, "fp": 172, "fn": 69, "tn": 1128, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7921428571428571, "precision": 0.029556650246305417, "recall": 0.06, "f1": 0.039603960396039604, "tp": 6, "fp": 197, "fn": 94, "tn": 1103, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8035714285714286, "precision": 0.06896551724137931, "recall": 0.14, "f1": 0.0924092409240924, "tp": 14, "fp": 189, "fn": 86, "tn": 1111, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7935714285714286, "precision": 0.034482758620689655, "recall": 0.07, "f1": 0.0462046204620462, "tp": 7, "fp": 196, "fn": 93, "tn": 1104, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8707142857142857, "precision": 0.30049261083743845, "recall": 0.61, "f1": 0.40264026402640263, "tp": 61, "fp": 142, "fn": 39, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8335714285714285, "precision": 0.1724137931034483, "recall": 0.35, "f1": 0.23102310231023104, "tp": 35, "fp": 168, "fn": 65, "tn": 1132, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.795, "precision": 0.03940886699507389, "recall": 0.08, "f1": 0.05280528052805281, "tp": 8, "fp": 195, "fn": 92, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8087721088435373, "macro_precision": 0.09051694519674815, "macro_recall": 0.20500000000000002, "macro_f1": 0.12481993071563365, "micro_accuracy": 0.8090355329949238, "micro_precision": 0.09775204359673025, "micro_recall": 0.205, "micro_f1": 0.132380073800738}}
|
{"network.0.weight": [[0.016936900094151497, 0.016353946179151535, 0.011734661646187305, 0.08732949942350388, 0.0433247946202755], [-0.05733190104365349, -0.0612676665186882, 0.00823171902447939, 0.014536040835082531, 0.02226380631327629], [0.08027483522891998, 0.04616072401404381, 0.08996224403381348, -0.057487715035676956, -0.05549662560224533], [0.014990064315497875, 0.031737860292196274, 0.0015693134628236294, 0.08271264284849167, 0.033465441316366196], [-0.05790431424975395, -0.04961002618074417, 0.009338741190731525, -0.01025670487433672, 0.013876844197511673], [0.08654114603996277, 0.02092493698000908, 0.06741874665021896, -0.03718431666493416, -0.03852003067731857], [-0.005157691892236471, -0.007233183365315199, -0.007097112480551004, 0.06667710840702057, 0.031383659690618515], [-0.013621133752167225, -0.01172808650881052, 0.03950192406773567, 0.009306523017585278, 0.015307482331991196]], "network.0.bias": [0.09639881551265717, -0.0023445510305464268, 0.010856126435101032, 0.08133748173713684, -0.010805505327880383, 0.018400242552161217, 0.07134560495615005, -0.010475638322532177], "network.2.weight": [[0.09381876140832901, 0.035827334970235825, 0.0954287126660347, -0.05351023003458977, -0.009770550765097141, 0.0256094541400671, -0.003388000186532736, 0.020501907914876938], [0.09788670390844345, 0.03555219992995262, 0.07383161783218384, -0.05456667020916939, -0.03135868161916733, 0.019200941547751427, -0.03984004631638527, -0.01518680527806282], [0.10229495167732239, 0.02664310857653618, 0.07499869167804718, -0.04391367360949516, -0.014697142876684666, 0.02545023523271084, -0.05869610235095024, 0.019344858825206757], [0.10071738809347153, 0.022590305656194687, 0.07932209968566895, -0.030698617920279503, -0.05642879009246826, 0.012913023121654987, -0.06022041663527489, 0.0005673359846696258], [0.09298970550298691, 0.030976343899965286, 0.08596523106098175, -0.04144476354122162, -0.027152270078659058, 0.01486747432500124, -0.06021098420023918, 0.012983772903680801], [0.0803777426481247, 0.025339659303426743, 0.08362177014350891, -0.04038964584469795, -0.021792970597743988, 0.013552670367062092, -0.06938181817531586, -0.021098844707012177], [0.10755714774131775, 0.010133962146937847, 0.08265413343906403, -0.03490310534834862, 0.00974260177463293, 0.009060894139111042, -0.06509062647819519, -0.0120893195271492], [0.08337445557117462, 0.017180878669023514, 0.06557135283946991, -0.024627206847071648, 0.005734137259423733, 0.010477309115231037, -0.0757879689335823, 0.020203962922096252]], "network.2.bias": [0.016466287896037102, 0.0059701926074922085, -0.019703255966305733, -0.02142186649143696, -0.023006292060017586, -0.024356545880436897, -0.009787756018340588, -0.015750424936413765], "network.4.weight": [[0.05504021793603897, 0.03601137176156044, 0.08971790224313736, -0.02463640831410885, -0.04681016504764557, -0.014608870260417461, -0.05738138407468796, -0.013599034398794174], [0.06913912296295166, 0.029102418571710587, 0.05595417693257332, -0.022025620564818382, -0.011608988977968693, 0.014178966172039509, -0.07853567600250244, -0.003404195886105299], [0.09186068922281265, 0.03087659552693367, 0.041817549616098404, -0.01942700333893299, -0.006388031877577305, 0.02639501355588436, -0.08216743916273117, -0.02479415014386177], [0.0747828334569931, 0.03136051073670387, 0.05425718054175377, -0.013798301108181477, -0.004516878165304661, 0.021628906950354576, -0.06602496653795242, -0.014255091547966003], [0.07945505529642105, 0.01545764785259962, 0.0742046982049942, -0.012767144478857517, 0.004373497329652309, 0.009059836156666279, -0.043777432292699814, 0.010663613677024841], [0.09669256210327148, 0.00351191614754498, 0.06204206869006157, -0.02816568873822689, 0.008754095993936062, 0.014447842724621296, -0.06897783279418945, 0.00264221103861928], [0.1027047336101532, 0.02039485052227974, 0.06214585527777672, -0.028710579499602318, -0.0035170922055840492, 0.018963685259222984, -0.09326961636543274, -0.004521909635514021], [0.12134432792663574, 0.02141186222434044, 0.06682722270488739, -0.032098058611154556, -0.010540955699980259, 0.012479384429752827, -0.0619165264070034, -0.00306428549811244]], "network.4.bias": [0.007390899118036032, 0.0038818693719804287, -0.0013387077488005161, -0.009269925765693188, -0.020801858976483345, -0.006687032524496317, -0.009175690822303295, -0.005983027163892984], "network.6.weight": [[0.1296280324459076, -0.03347192332148552, 0.0266167763620615, -0.03387086093425751, -0.009759989567101002, 0.011775140650570393, -0.08172957599163055, -0.010191522538661957], [0.128306582570076, -0.018186990171670914, 0.02986619807779789, -0.03853550925850868, -0.008364693261682987, 0.0061095706187188625, -0.09590514749288559, -0.011471936479210854], [0.1559288501739502, -0.012592067010700703, 0.04077576473355293, -0.058361466974020004, -0.013907426036894321, 0.012271043844521046, -0.12268806248903275, -0.023919999599456787], [0.12937204539775848, 0.014251011423766613, 0.030591784045100212, -0.0277553703635931, -0.02838355302810669, 0.003359702881425619, -0.10499720275402069, -0.03239041194319725], [0.1413796991109848, -0.06128726154565811, 0.046445708721876144, -0.008278590627014637, -0.052262283861637115, 0.031131016090512276, -0.09857369214296341, -0.022978689521551132], [0.14600501954555511, -0.037181396037340164, 0.024798953905701637, -0.01773037202656269, -0.06479663401842117, 0.03386862576007843, -0.10537511110305786, -0.031981199979782104], [0.14888235926628113, -0.025633390992879868, 0.020465867593884468, -0.04353243485093117, -0.07480061799287796, 0.027670061215758324, -0.11324894428253174, -0.07551877945661545], [0.15059880912303925, -0.014795434661209583, 0.018680913373827934, -0.04881802946329117, -0.06020739674568176, 0.013579928316175938, -0.10479457676410675, 0.024564243853092194]], "network.6.bias": [-0.013572136871516705, -0.024136172607541084, -0.03218932822346687, -0.06230786070227623, -0.052716631442308426, -0.0508485771715641, -0.06432235240936279, -0.04326801374554634], "network.8.weight": [[0.18174396455287933, -0.019470207393169403, -0.013503145426511765, -0.05500442907214165, -0.08768565952777863, 0.013852409087121487, -0.11661437898874283, 0.004662972409278154]], "network.8.bias": [-0.09645800292491913]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.510606, 0.394897, -0.251971, -0.006356, 0.019567], [0.010315, -0.025708, -0.355078, -0.043208, -0.101093], [0.351166, 0.227302, -0.291924, 0.178126, -0.03068], [0.006863, 0.550664, -0.245063, 0.524902, -0.112762], [0.022479, 0.324322, -0.292617, 0.254039, -0.271837], [0.714468, -0.258678, 0.513175, -0.148348, 0.14205], [-0.225057, -0.125744, -0.271709, -0.001834, 0.534971], [0.616449, -0.373195, 0.474968, 0.51719, -0.045134]], "network.0.bias": [0.114006, -0.323717, -0.097855, -0.34439, -0.315523, -0.401789, 0.185116, -0.160179], "network.2.weight": [[0.090847, -0.288186, 0.147252, 0.123162, 0.491443, 0.426453, 0.547958, 0.289865], [-0.394059, -0.150389, 0.091625, -0.352021, -0.084335, 0.019678, 0.158876, -0.267108], [-0.306724, 0.173522, -0.240786, -0.088068, -0.091655, -0.376527, 0.200113, 0.223485], [0.616581, -0.220198, 0.444463, 0.514907, 0.36539, 0.611686, -0.030647, 0.47181], [0.229424, 0.120574, -0.347024, -0.270768, -0.143306, 0.046367, 0.174358, -0.405733], [-0.026753, 0.20609, -0.319036, -0.438464, 0.343671, 0.139181, 0.455713, -0.46775], [0.14337, -0.19815, -0.033848, 0.320356, -0.24184, -0.133064, 0.215131, -0.10965], [-0.041754, 0.17536, -0.315219, -0.173653, -0.282053, 0.016232, 0.4412, -0.399137]], "network.2.bias": [0.618553, 0.581952, 0.524379, -0.272585, -0.23471, 0.045364, -0.342528, 0.640271], "network.4.weight": [[0.586824, -0.258082, -0.306109, 0.603589, -0.076863, -0.269338, 0.116171, 0.120648], [-0.247594, -0.022702, -0.071129, -0.199949, -0.33368, -0.121146, -0.268847, 0.082159], [-0.113526, -0.002519, 0.139358, -0.047947, -0.174931, 0.161796, -0.334947, -0.140522], [0.207358, 0.323772, 0.586171, -0.122967, 0.087544, 0.4174, -0.538367, 0.571826], [-0.39245, -0.200926, 0.262875, 0.159528, -0.275971, 0.045924, -0.229351, -0.04316], [-0.296187, 0.023646, -0.253437, 0.331574, -0.377995, -0.054674, 0.422918, 0.110286], [0.369058, 0.593443, -0.034316, -0.546456, -0.113717, 0.397646, -0.318941, 0.5552], [0.126485, 0.293091, 0.52937, -0.209058, -0.072016, 0.034269, -0.579333, 0.439553]], "network.4.bias": [-0.051009, -0.014476, -0.240792, -0.047072, -0.39061, 0.10132, 0.260078, 0.507783], "network.6.weight": [[-0.211792, 0.208476, 0.276555, -0.119454, -0.292254, -0.055402, 0.272012, -0.115631], [-0.153202, 0.184381, -0.171039, -0.307979, -0.15048, -0.047415, -0.189298, -0.24826], [-0.11455, -0.118175, 0.002187, 0.57053, -0.006677, -0.140456, 0.527899, 0.271102], [-0.169689, -0.208962, -0.059347, 0.596026, 0.163951, -0.205006, 0.281949, 0.53827], [-0.017862, 0.096498, 0.328561, -0.079339, 0.173396, -0.327487, -0.379159, -0.342245], [0.504287, 0.018818, -0.070155, 0.086326, 0.006594, 0.235923, -0.241112, -0.466399], [-0.175243, 0.147871, 0.116104, 0.051346, -0.329492, -0.176146, -0.176098, 0.278154], [0.319748, -0.169074, -0.449761, 0.115817, 0.121837, -0.113891, 0.034948, -0.026054]], "network.6.bias": [-0.336001, -0.057839, 0.261843, 0.450869, -0.279645, 0.410905, -0.259442, -0.425038], "network.8.weight": [[-0.276051, -0.015927, 0.263665, 0.511743, 0.074579, -0.600084, -0.129952, -0.094232]], "network.8.bias": [-0.116348]}
|
{"alternating": {"accuracy": 0.8007142857142857, "precision": 0.059113300492610835, "recall": 0.12, "f1": 0.07920792079207921, "tp": 12, "fp": 191, "fn": 88, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8606666666666667, "precision": 0.3164983164983165, "recall": 0.94, "f1": 0.4735516372795969, "tp": 94, "fp": 203, "fn": 6, "tn": 1197, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.7835714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 203, "fn": 100, "tn": 1097, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8064285714285714, "precision": 0.07881773399014778, "recall": 0.16, "f1": 0.10561056105610563, "tp": 16, "fp": 187, "fn": 84, "tn": 1113, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8278571428571428, "precision": 0.15270935960591134, "recall": 0.31, "f1": 0.20462046204620463, "tp": 31, "fp": 172, "fn": 69, "tn": 1128, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7921428571428571, "precision": 0.029556650246305417, "recall": 0.06, "f1": 0.039603960396039604, "tp": 6, "fp": 197, "fn": 94, "tn": 1103, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8035714285714286, "precision": 0.06896551724137931, "recall": 0.14, "f1": 0.0924092409240924, "tp": 14, "fp": 189, "fn": 86, "tn": 1111, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7935714285714286, "precision": 0.034482758620689655, "recall": 0.07, "f1": 0.0462046204620462, "tp": 7, "fp": 196, "fn": 93, "tn": 1104, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8707142857142857, "precision": 0.30049261083743845, "recall": 0.61, "f1": 0.40264026402640263, "tp": 61, "fp": 142, "fn": 39, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8335714285714285, "precision": 0.1724137931034483, "recall": 0.35, "f1": 0.23102310231023104, "tp": 35, "fp": 168, "fn": 65, "tn": 1132, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.795, "precision": 0.03940886699507389, "recall": 0.08, "f1": 0.05280528052805281, "tp": 8, "fp": 195, "fn": 92, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8087721088435373, "macro_precision": 0.09051694519674815, "macro_recall": 0.20500000000000002, "macro_f1": 0.12481993071563365, "micro_accuracy": 0.8090355329949238, "micro_precision": 0.09775204359673025, "micro_recall": 0.205, "micro_f1": 0.132380073800738}}
|
{"network.0.weight": [[0.08031341433525085, 0.04934310540556908, 0.01983836106956005, 0.04103231430053711, 0.0005070821498520672], [-0.1009851023554802, -0.058458663523197174, 0.027303433045744896, 0.07550662755966187, 0.05597860738635063], [0.036060597747564316, 0.0021381929982453585, 0.08836434036493301, -0.10044484585523605, -0.05224793404340744], [0.0735478550195694, 0.06516358256340027, 0.010125157423317432, 0.040516167879104614, -0.010709901340305805], [-0.1004076600074768, -0.04590199142694473, 0.028119614347815514, 0.04735283926129341, 0.04792719706892967], [0.04555593058466911, -0.023650307208299637, 0.0662522241473198, -0.07953429222106934, -0.03520634025335312], [0.048238832503557205, 0.02558320388197899, 0.0004736757546197623, 0.027709685266017914, -0.011272628791630268], [-0.056058358401060104, -0.007582412101328373, 0.0576588399708271, 0.058485496789216995, 0.0465487502515316]], "network.0.bias": [0.0955500602722168, 0.006245953496545553, 0.029842620715498924, 0.07962190359830856, -0.0022165351547300816, 0.037508148699998856, 0.07065105438232422, -0.003470169845968485], "network.2.weight": [[0.05839651823043823, -0.004409183282405138, 0.09384788572788239, -0.09524426609277725, -0.004216873086988926, 0.04195328429341316, 0.044100504368543625, 0.05204477533698082], [0.06523599475622177, -0.0043904525227844715, 0.07189011573791504, -0.09589660167694092, -0.025016464293003082, 0.035503748804330826, 0.0065274410881102085, 0.016525115817785263], [0.07233743369579315, -0.012219791300594807, 0.07324513047933578, -0.0851898342370987, -0.007149607874453068, 0.04054868593811989, -0.016457511112093925, 0.05142921581864357], [0.07439159601926804, -0.016394902020692825, 0.07712829113006592, -0.07102051377296448, -0.04741666465997696, 0.026851406320929527, -0.01995367370545864, 0.03208303079009056], [0.0688341036438942, -0.0074740988202393055, 0.08355528116226196, -0.08181317150592804, -0.016070201992988586, 0.028062602505087852, -0.025159774348139763, 0.045627087354660034], [0.05491938441991806, -0.013227027840912342, 0.0818704143166542, -0.07963729649782181, -0.008905061520636082, 0.025618528947234154, -0.030096707865595818, 0.005252790171653032], [0.09799737483263016, -0.02836586907505989, 0.08226515352725983, -0.07686267793178558, 0.01593778282403946, 0.01791987381875515, -0.03394102677702904, 0.018013086169958115], [0.06350872665643692, -0.01876256987452507, 0.06423548609018326, -0.06454421579837799, 0.018409855663776398, 0.0197968240827322, -0.05299763008952141, 0.05590594559907913]], "network.2.bias": [0.022783560678362846, 0.01145793218165636, -0.015262502245604992, -0.017985032871365547, -0.019326286390423775, -0.020404325798153877, -0.00756450230255723, -0.012693214230239391], "network.4.weight": [[0.026254598051309586, 0.0004126385902054608, 0.08998173475265503, -0.06165407970547676, -0.029744096100330353, -0.007294962648302317, -0.03837237134575844, 0.022120848298072815], [0.0351124033331871, -0.0014222606550902128, 0.056735385209321976, -0.0580299012362957, 0.006683944724500179, 0.019440358504652977, -0.06303489953279495, 0.029857870191335678], [0.0559057742357254, 0.004101521801203489, 0.042163509875535965, -0.05312202125787735, 0.012480988167226315, 0.027059247717261314, -0.07026401907205582, 0.009304933249950409], [0.03510386496782303, 0.008572625927627087, 0.05472651496529579, -0.046377312391996384, 0.014652839861810207, 0.01999545656144619, -0.06135321781039238, 0.02156927064061165], [0.027680620551109314, -0.0015220686327666044, 0.07532364130020142, -0.041626688092947006, 0.024381481111049652, 0.0044457814656198025, -0.04539916291832924, 0.043878186494112015], [0.033117059618234634, -0.009101216681301594, 0.06463576853275299, -0.05212027579545975, 0.027545958757400513, 0.008960549719631672, -0.0758277177810669, 0.035363852977752686], [0.03246977552771568, 0.013037080876529217, 0.06640694290399551, -0.05082317814230919, 0.012878208421170712, 0.011188988573849201, -0.10240732133388519, 0.026905059814453125], [0.043710172176361084, 0.01738252118229866, 0.07378046214580536, -0.05192675068974495, 0.0033163344487547874, 0.003444989677518606, -0.07832127809524536, 0.027172695845365524]], "network.4.bias": [0.008487400598824024, 0.005310905631631613, 0.0009958497248589993, -0.0036590718664228916, -0.010506699793040752, 0.0037151402793824673, 0.002816443797200918, 0.007997197099030018], "network.6.weight": [[0.05388522148132324, -0.03384286165237427, 0.031125986948609352, -0.049302686005830765, 0.006157989613711834, -0.0013145307311788201, -0.10729222744703293, 0.01984810084104538], [0.039115097373723984, -0.012300004251301289, 0.03844873979687691, -0.04881592094898224, 0.0044371625408530235, -0.010055462829768658, -0.12727482616901398, 0.01420469582080841], [0.0549745112657547, -0.003597293747588992, 0.05397875979542732, -0.06395399570465088, -0.003549029119312763, -0.004944200161844492, -0.15142221748828888, 0.001089096418581903], [0.03615135699510574, 0.02127111703157425, 0.043436139822006226, -0.03586190566420555, -0.017667844891548157, -0.015587369911372662, -0.13333620131015778, -0.011506415903568268], [0.08866168558597565, -0.06040298938751221, 0.050663236528635025, -0.020840661600232124, -0.038761503994464874, 0.013403297401964664, -0.13756802678108215, -0.0036957929842174053], [0.09000689536333084, -0.03320296108722687, 0.031117664650082588, -0.028295116499066353, -0.05171515420079231, 0.010107376612722874, -0.14680390059947968, -0.01669330894947052], [0.08627281337976456, -0.019519750028848648, 0.028287148103117943, -0.050084251910448074, -0.06374466419219971, 0.0033025345765054226, -0.15120680630207062, -0.06122063472867012], [0.08580369502305984, -0.007565122563391924, 0.027553221210837364, -0.05796704441308975, -0.0542871467769146, -0.004216557834297419, -0.15310479700565338, 0.023008733987808228]], "network.6.bias": [0.005712819751352072, 0.0004120147495996207, -0.006931873504072428, -0.038948241621255875, -0.024064065888524055, -0.018115581944584846, -0.03053204156458378, -0.005146110896021128], "network.8.weight": [[0.15683196485042572, -0.017181120812892914, -0.002745128935202956, -0.06594711542129517, -0.07142805308103561, -0.007365320343524218, -0.14629702270030975, 0.0006968941306695342]], "network.8.bias": [-0.057441264390945435]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.510606, 0.394897, -0.251971, -0.006356, 0.019567], [0.010315, -0.025708, -0.355078, -0.043208, -0.101093], [0.351166, 0.227302, -0.291924, 0.178126, -0.03068], [0.006863, 0.550664, -0.245063, 0.524902, -0.112762], [0.022479, 0.324322, -0.292617, 0.254039, -0.271837], [0.714468, -0.258678, 0.513175, -0.148348, 0.14205], [-0.225057, -0.125744, -0.271709, -0.001834, 0.534971], [0.616449, -0.373195, 0.474968, 0.51719, -0.045134]], "network.0.bias": [0.114006, -0.323717, -0.097855, -0.34439, -0.315523, -0.401789, 0.185116, -0.160179], "network.2.weight": [[0.090847, -0.288186, 0.147252, 0.123162, 0.491443, 0.426453, 0.547958, 0.289865], [-0.394059, -0.150389, 0.091625, -0.352021, -0.084335, 0.019678, 0.158876, -0.267108], [-0.306724, 0.173522, -0.240786, -0.088068, -0.091655, -0.376527, 0.200113, 0.223485], [0.616581, -0.220198, 0.444463, 0.514907, 0.36539, 0.611686, -0.030647, 0.47181], [0.229424, 0.120574, -0.347024, -0.270768, -0.143306, 0.046367, 0.174358, -0.405733], [-0.026753, 0.20609, -0.319036, -0.438464, 0.343671, 0.139181, 0.455713, -0.46775], [0.14337, -0.19815, -0.033848, 0.320356, -0.24184, -0.133064, 0.215131, -0.10965], [-0.041754, 0.17536, -0.315219, -0.173653, -0.282053, 0.016232, 0.4412, -0.399137]], "network.2.bias": [0.618553, 0.581952, 0.524379, -0.272585, -0.23471, 0.045364, -0.342528, 0.640271], "network.4.weight": [[0.586824, -0.258082, -0.306109, 0.603589, -0.076863, -0.269338, 0.116171, 0.120648], [-0.247594, -0.022702, -0.071129, -0.199949, -0.33368, -0.121146, -0.268847, 0.082159], [-0.113526, -0.002519, 0.139358, -0.047947, -0.174931, 0.161796, -0.334947, -0.140522], [0.207358, 0.323772, 0.586171, -0.122967, 0.087544, 0.4174, -0.538367, 0.571826], [-0.39245, -0.200926, 0.262875, 0.159528, -0.275971, 0.045924, -0.229351, -0.04316], [-0.296187, 0.023646, -0.253437, 0.331574, -0.377995, -0.054674, 0.422918, 0.110286], [0.369058, 0.593443, -0.034316, -0.546456, -0.113717, 0.397646, -0.318941, 0.5552], [0.126485, 0.293091, 0.52937, -0.209058, -0.072016, 0.034269, -0.579333, 0.439553]], "network.4.bias": [-0.051009, -0.014476, -0.240792, -0.047072, -0.39061, 0.10132, 0.260078, 0.507783], "network.6.weight": [[-0.211792, 0.208476, 0.276555, -0.119454, -0.292254, -0.055402, 0.272012, -0.115631], [-0.153202, 0.184381, -0.171039, -0.307979, -0.15048, -0.047415, -0.189298, -0.24826], [-0.11455, -0.118175, 0.002187, 0.57053, -0.006677, -0.140456, 0.527899, 0.271102], [-0.169689, -0.208962, -0.059347, 0.596026, 0.163951, -0.205006, 0.281949, 0.53827], [-0.017862, 0.096498, 0.328561, -0.079339, 0.173396, -0.327487, -0.379159, -0.342245], [0.504287, 0.018818, -0.070155, 0.086326, 0.006594, 0.235923, -0.241112, -0.466399], [-0.175243, 0.147871, 0.116104, 0.051346, -0.329492, -0.176146, -0.176098, 0.278154], [0.319748, -0.169074, -0.449761, 0.115817, 0.121837, -0.113891, 0.034948, -0.026054]], "network.6.bias": [-0.336001, -0.057839, 0.261843, 0.450869, -0.279645, 0.410905, -0.259442, -0.425038], "network.8.weight": [[-0.276051, -0.015927, 0.263665, 0.511743, 0.074579, -0.600084, -0.129952, -0.094232]], "network.8.bias": [-0.116348]}
|
{"alternating": {"accuracy": 0.8007142857142857, "precision": 0.059113300492610835, "recall": 0.12, "f1": 0.07920792079207921, "tp": 12, "fp": 191, "fn": 88, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8606666666666667, "precision": 0.3164983164983165, "recall": 0.94, "f1": 0.4735516372795969, "tp": 94, "fp": 203, "fn": 6, "tn": 1197, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.7835714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 203, "fn": 100, "tn": 1097, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8064285714285714, "precision": 0.07881773399014778, "recall": 0.16, "f1": 0.10561056105610563, "tp": 16, "fp": 187, "fn": 84, "tn": 1113, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8278571428571428, "precision": 0.15270935960591134, "recall": 0.31, "f1": 0.20462046204620463, "tp": 31, "fp": 172, "fn": 69, "tn": 1128, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7921428571428571, "precision": 0.029556650246305417, "recall": 0.06, "f1": 0.039603960396039604, "tp": 6, "fp": 197, "fn": 94, "tn": 1103, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8035714285714286, "precision": 0.06896551724137931, "recall": 0.14, "f1": 0.0924092409240924, "tp": 14, "fp": 189, "fn": 86, "tn": 1111, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7935714285714286, "precision": 0.034482758620689655, "recall": 0.07, "f1": 0.0462046204620462, "tp": 7, "fp": 196, "fn": 93, "tn": 1104, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8707142857142857, "precision": 0.30049261083743845, "recall": 0.61, "f1": 0.40264026402640263, "tp": 61, "fp": 142, "fn": 39, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8335714285714285, "precision": 0.1724137931034483, "recall": 0.35, "f1": 0.23102310231023104, "tp": 35, "fp": 168, "fn": 65, "tn": 1132, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.795, "precision": 0.03940886699507389, "recall": 0.08, "f1": 0.05280528052805281, "tp": 8, "fp": 195, "fn": 92, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8087721088435373, "macro_precision": 0.09051694519674815, "macro_recall": 0.20500000000000002, "macro_f1": 0.12481993071563365, "micro_accuracy": 0.8090355329949238, "micro_precision": 0.09775204359673025, "micro_recall": 0.205, "micro_f1": 0.132380073800738}}
|
{"network.0.weight": [[0.1286531686782837, 0.060782115906476974, 0.016115842387080193, 0.04861034080386162, -0.03271648660302162], [-0.06808897852897644, -0.03600502014160156, 0.013978277333080769, 0.12225459516048431, 0.0670308917760849], [0.04289688169956207, -0.03011241927742958, 0.10026539862155914, -0.06745899468660355, -0.030775494873523712], [0.11915560066699982, 0.07543443888425827, 0.009809714742004871, 0.0466359443962574, -0.041811589151620865], [-0.06740792840719223, -0.02540900558233261, 0.015114833600819111, 0.09339189529418945, 0.05706232413649559], [0.04815225303173065, -0.051873061805963516, 0.07801941782236099, -0.04626805707812309, -0.015077219344675541], [0.09454753249883652, 0.033514391630887985, 0.0006683295941911638, 0.028761815279722214, -0.03844069316983223], [-0.02186683751642704, 0.0114187216386199, 0.045201871544122696, 0.09723465144634247, 0.053534794598817825]], "network.0.bias": [0.10682234913110733, 0.004420263227075338, 0.016421308740973473, 0.0921991616487503, -0.001966881100088358, 0.02393939159810543, 0.08338604867458344, -0.002152638975530863], "network.2.weight": [[0.06224631518125534, -0.030899900943040848, 0.1107528954744339, -0.06340398639440536, 0.013208440504968166, 0.031392354518175125, 0.08032988011837006, 0.05767720565199852], [0.067172572016716, -0.028819147497415543, 0.08879663795232773, -0.06588291376829147, -0.00813219789415598, 0.02577490173280239, 0.039369646459817886, 0.019850771874189377], [0.07105428725481033, -0.03320581093430519, 0.08906058222055435, -0.055986106395721436, 0.00997138675302267, 0.03098755143582821, 0.010091195814311504, 0.05234071984887123], [0.07078418135643005, -0.03416791185736656, 0.09404371678829193, -0.04463757574558258, -0.0313752144575119, 0.01703791879117489, 0.004332753363996744, 0.03200802952051163], [0.06232288479804993, -0.021972056478261948, 0.10058733820915222, -0.05393705144524574, 0.00022426899522542953, 0.018331801518797874, -0.0030518523417413235, 0.042353756725788116], [0.04577421396970749, -0.023481447249650955, 0.09936415404081345, -0.050879016518592834, 0.006234138272702694, 0.016175394877791405, -0.016570789739489555, -0.0024424116127192974], [0.0769982859492302, -0.030170869082212448, 0.10078345239162445, -0.04860442131757736, 0.03814408928155899, 0.008986865170300007, -0.019941581413149834, 0.0062459674663841724], [0.04682743921875954, -0.019579339772462845, 0.08514575660228729, -0.03532329574227333, 0.036928512156009674, 0.009087269194424152, -0.03691714629530907, 0.03959014639258385]], "network.2.bias": [0.02420043759047985, 0.013846528716385365, -0.011032301001250744, -0.0144474683329463, -0.017223821952939034, -0.02073744125664234, -0.008934604935348034, -0.014698433689773083], "network.4.weight": [[0.007897842675447464, 0.00508481590077281, 0.10813827067613602, -0.03202279657125473, -0.014134013094007969, -0.017533132806420326, -0.022572210058569908, 0.00165474449750036], [0.018400728702545166, 0.0013175525236874819, 0.07629929482936859, -0.029520923271775246, 0.024919651448726654, 0.009849821217358112, -0.05228126421570778, 0.010194607079029083], [0.03553961217403412, 0.011396440677344799, 0.0623837374150753, -0.024226846173405647, 0.029198698699474335, 0.01742791198194027, -0.059504542499780655, -0.013962361961603165], [0.011793233454227448, 0.014326128177344799, 0.07698623836040497, -0.017004484310746193, 0.031917087733745575, 0.009710376150906086, -0.05066436156630516, -0.005574717652052641], [0.0009879397694021463, 0.0037869468796998262, 0.10062717646360397, -0.01006206963211298, 0.04246525466442108, -0.0061807879246771336, -0.031122585758566856, 0.014509722590446472], [0.002368904883041978, -0.0015814274083822966, 0.09221591055393219, -0.01780693046748638, 0.04376868158578873, -0.0017882237443700433, -0.05734832212328911, 0.0027612787671387196], [0.0004908855189569294, 0.01825333759188652, 0.0965295359492302, -0.017373142763972282, 0.030349530279636383, 0.002286603208631277, -0.08199809491634369, -0.007448140066117048], [0.010687138885259628, 0.024076711386442184, 0.10043087601661682, -0.017564935609698296, 0.02353818342089653, -0.007692451123148203, -0.05957430228590965, -0.014172561466693878]], "network.4.bias": [0.0031738108955323696, -0.0016663693822920322, -0.006562876049429178, -0.014063450507819653, -0.025140421465039253, -0.013067307882010937, -0.014709758572280407, -0.011695998720824718], "network.6.weight": [[0.015597447752952576, -0.02321569249033928, 0.06267418712377548, -0.01917542703449726, 0.02737850695848465, -0.013914044015109539, -0.07916062325239182, -0.02770870178937912], [-0.01037883386015892, 0.00024368922458961606, 0.07221661508083344, -0.015784183517098427, 0.023954983800649643, -0.024286048486828804, -0.09217720478773117, -0.0413442961871624], [-0.004859499167650938, 0.012562538497149944, 0.0873652845621109, -0.02772151678800583, 0.017048068344593048, -0.019796976819634438, -0.10588610172271729, -0.05403921380639076], [-0.024418197572231293, 0.034663762897253036, 0.07184357196092606, -0.00039924972224980593, 0.001132727600634098, -0.026754328981041908, -0.0845077782869339, -0.07409902662038803], [0.017959438264369965, -0.050592903047800064, 0.07641441375017166, 0.009740934707224369, -0.014874820597469807, -0.0015904592582955956, -0.06580816209316254, -0.07766154408454895], [0.002483636373654008, -0.01880626380443573, 0.05639692023396492, 0.0026360051706433296, -0.03375442326068878, -0.010628669522702694, -0.06543180346488953, -0.09868581593036652], [-0.010869411751627922, -0.003766872687265277, 0.05680466070771217, -0.020731130614876747, -0.04823264479637146, -0.020637117326259613, -0.06905481964349747, -0.14531436562538147], [-0.011369772255420685, 0.009391876868903637, 0.05655846372246742, -0.025238312780857086, -0.04129044711589813, -0.025086259469389915, -0.041419707238674164, -0.05801152065396309]], "network.6.bias": [-0.019887017086148262, -0.03162049129605293, -0.04142196848988533, -0.06692992150783539, -0.057262126356363297, -0.05662320926785469, -0.0738983079791069, -0.06714744865894318], "network.8.weight": [[0.08046820014715195, -0.02374659851193428, 0.03515314683318138, -0.03989556431770325, -0.05613989010453224, 0.0025789733044803143, -0.04877142980694771, -0.08039295673370361]], "network.8.bias": [-0.13125480711460114]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.510606, 0.394897, -0.251971, -0.006356, 0.019567], [0.010315, -0.025708, -0.355078, -0.043208, -0.101093], [0.351166, 0.227302, -0.291924, 0.178126, -0.03068], [0.006863, 0.550664, -0.245063, 0.524902, -0.112762], [0.022479, 0.324322, -0.292617, 0.254039, -0.271837], [0.714468, -0.258678, 0.513175, -0.148348, 0.14205], [-0.225057, -0.125744, -0.271709, -0.001834, 0.534971], [0.616449, -0.373195, 0.474968, 0.51719, -0.045134]], "network.0.bias": [0.114006, -0.323717, -0.097855, -0.34439, -0.315523, -0.401789, 0.185116, -0.160179], "network.2.weight": [[0.090847, -0.288186, 0.147252, 0.123162, 0.491443, 0.426453, 0.547958, 0.289865], [-0.394059, -0.150389, 0.091625, -0.352021, -0.084335, 0.019678, 0.158876, -0.267108], [-0.306724, 0.173522, -0.240786, -0.088068, -0.091655, -0.376527, 0.200113, 0.223485], [0.616581, -0.220198, 0.444463, 0.514907, 0.36539, 0.611686, -0.030647, 0.47181], [0.229424, 0.120574, -0.347024, -0.270768, -0.143306, 0.046367, 0.174358, -0.405733], [-0.026753, 0.20609, -0.319036, -0.438464, 0.343671, 0.139181, 0.455713, -0.46775], [0.14337, -0.19815, -0.033848, 0.320356, -0.24184, -0.133064, 0.215131, -0.10965], [-0.041754, 0.17536, -0.315219, -0.173653, -0.282053, 0.016232, 0.4412, -0.399137]], "network.2.bias": [0.618553, 0.581952, 0.524379, -0.272585, -0.23471, 0.045364, -0.342528, 0.640271], "network.4.weight": [[0.586824, -0.258082, -0.306109, 0.603589, -0.076863, -0.269338, 0.116171, 0.120648], [-0.247594, -0.022702, -0.071129, -0.199949, -0.33368, -0.121146, -0.268847, 0.082159], [-0.113526, -0.002519, 0.139358, -0.047947, -0.174931, 0.161796, -0.334947, -0.140522], [0.207358, 0.323772, 0.586171, -0.122967, 0.087544, 0.4174, -0.538367, 0.571826], [-0.39245, -0.200926, 0.262875, 0.159528, -0.275971, 0.045924, -0.229351, -0.04316], [-0.296187, 0.023646, -0.253437, 0.331574, -0.377995, -0.054674, 0.422918, 0.110286], [0.369058, 0.593443, -0.034316, -0.546456, -0.113717, 0.397646, -0.318941, 0.5552], [0.126485, 0.293091, 0.52937, -0.209058, -0.072016, 0.034269, -0.579333, 0.439553]], "network.4.bias": [-0.051009, -0.014476, -0.240792, -0.047072, -0.39061, 0.10132, 0.260078, 0.507783], "network.6.weight": [[-0.211792, 0.208476, 0.276555, -0.119454, -0.292254, -0.055402, 0.272012, -0.115631], [-0.153202, 0.184381, -0.171039, -0.307979, -0.15048, -0.047415, -0.189298, -0.24826], [-0.11455, -0.118175, 0.002187, 0.57053, -0.006677, -0.140456, 0.527899, 0.271102], [-0.169689, -0.208962, -0.059347, 0.596026, 0.163951, -0.205006, 0.281949, 0.53827], [-0.017862, 0.096498, 0.328561, -0.079339, 0.173396, -0.327487, -0.379159, -0.342245], [0.504287, 0.018818, -0.070155, 0.086326, 0.006594, 0.235923, -0.241112, -0.466399], [-0.175243, 0.147871, 0.116104, 0.051346, -0.329492, -0.176146, -0.176098, 0.278154], [0.319748, -0.169074, -0.449761, 0.115817, 0.121837, -0.113891, 0.034948, -0.026054]], "network.6.bias": [-0.336001, -0.057839, 0.261843, 0.450869, -0.279645, 0.410905, -0.259442, -0.425038], "network.8.weight": [[-0.276051, -0.015927, 0.263665, 0.511743, 0.074579, -0.600084, -0.129952, -0.094232]], "network.8.bias": [-0.116348]}
|
{"alternating": {"accuracy": 0.8007142857142857, "precision": 0.059113300492610835, "recall": 0.12, "f1": 0.07920792079207921, "tp": 12, "fp": 191, "fn": 88, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8606666666666667, "precision": 0.3164983164983165, "recall": 0.94, "f1": 0.4735516372795969, "tp": 94, "fp": 203, "fn": 6, "tn": 1197, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.7835714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 203, "fn": 100, "tn": 1097, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8064285714285714, "precision": 0.07881773399014778, "recall": 0.16, "f1": 0.10561056105610563, "tp": 16, "fp": 187, "fn": 84, "tn": 1113, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8278571428571428, "precision": 0.15270935960591134, "recall": 0.31, "f1": 0.20462046204620463, "tp": 31, "fp": 172, "fn": 69, "tn": 1128, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7921428571428571, "precision": 0.029556650246305417, "recall": 0.06, "f1": 0.039603960396039604, "tp": 6, "fp": 197, "fn": 94, "tn": 1103, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8035714285714286, "precision": 0.06896551724137931, "recall": 0.14, "f1": 0.0924092409240924, "tp": 14, "fp": 189, "fn": 86, "tn": 1111, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7935714285714286, "precision": 0.034482758620689655, "recall": 0.07, "f1": 0.0462046204620462, "tp": 7, "fp": 196, "fn": 93, "tn": 1104, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8707142857142857, "precision": 0.30049261083743845, "recall": 0.61, "f1": 0.40264026402640263, "tp": 61, "fp": 142, "fn": 39, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8335714285714285, "precision": 0.1724137931034483, "recall": 0.35, "f1": 0.23102310231023104, "tp": 35, "fp": 168, "fn": 65, "tn": 1132, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.795, "precision": 0.03940886699507389, "recall": 0.08, "f1": 0.05280528052805281, "tp": 8, "fp": 195, "fn": 92, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8087721088435373, "macro_precision": 0.09051694519674815, "macro_recall": 0.20500000000000002, "macro_f1": 0.12481993071563365, "micro_accuracy": 0.8090355329949238, "micro_precision": 0.09775204359673025, "micro_recall": 0.205, "micro_f1": 0.132380073800738}}
|
{"network.0.weight": [[0.2207939475774765, 0.08471359312534332, 0.01367982942610979, 0.04042787849903107, -0.0853751078248024], [-0.08198226243257523, -0.029186733067035675, 0.0026125959120690823, 0.2115940898656845, 0.09090518206357956], [0.03513655066490173, -0.08290845900774002, 0.08670929074287415, -0.08167384564876556, -0.024137042462825775], [0.2062390297651291, 0.09880445897579193, 0.005907861050218344, 0.03930956497788429, -0.09409690648317337], [-0.08197668194770813, -0.018811054527759552, 0.003133004065603018, 0.17845205962657928, 0.08076836913824081], [0.04125789925456047, -0.10501330345869064, 0.06717110425233841, -0.06081817299127579, -0.008992739953100681], [0.17701126635074615, 0.05624230578541756, -0.004191028419882059, 0.021315600723028183, -0.09002510458230972], [-0.03632958605885506, 0.017244063317775726, 0.03151119127869606, 0.1724255383014679, 0.07580579072237015]], "network.0.bias": [0.0922386571764946, 0.0014988905750215054, 0.004841019865125418, 0.07948672026395798, -0.005903469864279032, 0.011693526990711689, 0.07337617874145508, -0.007072823587805033], "network.2.weight": [[0.05710582435131073, -0.0784442350268364, 0.1008918508887291, -0.07988151907920837, 0.019346870481967926, 0.016737928614020348, 0.15106837451457977, 0.08039990812540054], [0.06425642222166061, -0.07468978315591812, 0.08014898747205734, -0.08323147892951965, -0.002355874516069889, 0.010791395790874958, 0.10558433830738068, 0.042514655739068985], [0.07051411271095276, -0.07731292396783829, 0.08284541964530945, -0.07444220781326294, 0.01574469357728958, 0.014718716032803059, 0.07042686641216278, 0.07582011073827744], [0.07307039946317673, -0.07762099802494049, 0.09072359651327133, -0.06461352109909058, -0.026308782398700714, 4.447012543096207e-05, 0.0615202970802784, 0.054458681493997574], [0.06689828634262085, -0.06461543589830399, 0.09785497188568115, -0.07484869658946991, 0.0061746155843138695, 0.00023590534692630172, 0.05031769350171089, 0.06621944159269333], [0.04762374609708786, -0.06707540899515152, 0.09742707759141922, -0.07134755700826645, 0.014249867759644985, -0.003477881196886301, 0.03647247329354286, 0.014365214854478836], [0.10358071327209473, -0.07443652302026749, 0.1051543653011322, -0.0772973969578743, 0.03081744909286499, -0.0109803332015872, 0.027433129027485847, 0.025881651788949966], [0.06802079826593399, -0.063987597823143, 0.08916781842708588, -0.06264536827802658, 0.03367743641138077, -0.010240728966891766, 0.0015608543762937188, 0.06833164393901825]], "network.2.bias": [0.01897980086505413, 0.007864517159759998, -0.019008086994290352, -0.022629546001553535, -0.02526441402733326, -0.025343479588627815, -0.014238002710044384, -0.02340211160480976], "network.4.weight": [[0.004859887529164553, -0.03719869628548622, 0.10986059904098511, -0.05335548147559166, -0.0004042545333504677, -0.04177796468138695, 0.008860374800860882, 0.031184811145067215], [0.013767994940280914, -0.03549995273351669, 0.07890559732913971, -0.051401976495981216, 0.03613252192735672, -0.012468229047954082, -0.027132948860526085, 0.03749487176537514], [0.03209422528743744, -0.02201610803604126, 0.06704522669315338, -0.04729292541742325, 0.04043714702129364, -0.008074874989688396, -0.041042957454919815, 0.013330269604921341], [0.009017784148454666, -0.016139831393957138, 0.08193184435367584, -0.04147234931588173, 0.041204094886779785, -0.015997925773262978, -0.03762362524867058, 0.026453446596860886], [-0.020828276872634888, -0.01959582045674324, 0.10002580285072327, -0.03053521178662777, 0.06078100576996803, -0.0370524637401104, -0.016600990667939186, 0.04652151092886925], [-0.031731635332107544, -0.023848477751016617, 0.09008310735225677, -0.03479689359664917, 0.06307847052812576, -0.03369442746043205, -0.051693178713321686, 0.03445276990532875], [-0.037315789610147476, 0.0026751935947686434, 0.09316946566104889, -0.033989109098911285, 0.049014754593372345, -0.03021649457514286, -0.07984684407711029, 0.022836651653051376], [-0.03417281433939934, 0.011638442985713482, 0.09904056787490845, -0.03331896662712097, 0.039453860372304916, -0.04063066467642784, -0.07047747820615768, 0.012276764959096909]], "network.4.bias": [-0.005851688329130411, -0.011337432079017162, -0.013641121797263622, -0.02037064917385578, -0.02804960496723652, -0.014843146316707134, -0.013492721132934093, -0.01041883509606123], "network.6.weight": [[-0.02941569685935974, -0.02961847558617592, 0.0597870759665966, -0.03302024304866791, 0.04501315951347351, -0.052480194717645645, -0.0983540341258049, 0.00018694286700338125], [-0.06478095054626465, -0.0034135140012949705, 0.06842553615570068, -0.027629630640149117, 0.041241034865379333, -0.06406484544277191, -0.11410172283649445, -0.013796675950288773], [-0.06861454993486404, 0.00989238079637289, 0.08310481905937195, -0.03773896023631096, 0.03375093638896942, -0.05963290110230446, -0.1381053477525711, -0.029457934200763702], [-0.08740825206041336, 0.03520361706614494, 0.06888715922832489, -0.012132993899285793, 0.016195982694625854, -0.06607476621866226, -0.141474649310112, -0.0568629615008831], [-0.023177459836006165, -0.035986702889204025, 0.08604852855205536, -0.010035471059381962, -0.00719804223626852, -0.033283673226833344, -0.1344757080078125, -0.06166066601872444], [-0.0408264622092247, -0.00448699900880456, 0.0679091066122055, -0.015624440275132656, -0.024538107216358185, -0.04196121171116829, -0.13824675977230072, -0.08086477965116501], [-0.06245963275432587, 0.009828644804656506, 0.06673415750265121, -0.034799423068761826, -0.03998182713985443, -0.05172077193856239, -0.14170853793621063, -0.1257125288248062], [-0.06530224531888962, 0.019811052829027176, 0.06354618817567825, -0.038215234875679016, -0.032772235572338104, -0.051850516349077225, -0.09012071788311005, -0.040423400700092316]], "network.6.bias": [-0.011344942264258862, -0.015943462029099464, -0.020420214161276817, -0.04835699126124382, -0.03468533977866173, -0.028395870700478554, -0.04113521799445152, -0.04137926921248436], "network.8.weight": [[0.05142975598573685, -0.016407465562224388, 0.034631188958883286, -0.05950311943888664, -0.04043767601251602, -0.021538719534873962, -0.06799156963825226, -0.058532897382974625]], "network.8.bias": [-0.10059241950511932]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.510606, 0.394897, -0.251971, -0.006356, 0.019567], [0.010315, -0.025708, -0.355078, -0.043208, -0.101093], [0.351166, 0.227302, -0.291924, 0.178126, -0.03068], [0.006863, 0.550664, -0.245063, 0.524902, -0.112762], [0.022479, 0.324322, -0.292617, 0.254039, -0.271837], [0.714468, -0.258678, 0.513175, -0.148348, 0.14205], [-0.225057, -0.125744, -0.271709, -0.001834, 0.534971], [0.616449, -0.373195, 0.474968, 0.51719, -0.045134]], "network.0.bias": [0.114006, -0.323717, -0.097855, -0.34439, -0.315523, -0.401789, 0.185116, -0.160179], "network.2.weight": [[0.090847, -0.288186, 0.147252, 0.123162, 0.491443, 0.426453, 0.547958, 0.289865], [-0.394059, -0.150389, 0.091625, -0.352021, -0.084335, 0.019678, 0.158876, -0.267108], [-0.306724, 0.173522, -0.240786, -0.088068, -0.091655, -0.376527, 0.200113, 0.223485], [0.616581, -0.220198, 0.444463, 0.514907, 0.36539, 0.611686, -0.030647, 0.47181], [0.229424, 0.120574, -0.347024, -0.270768, -0.143306, 0.046367, 0.174358, -0.405733], [-0.026753, 0.20609, -0.319036, -0.438464, 0.343671, 0.139181, 0.455713, -0.46775], [0.14337, -0.19815, -0.033848, 0.320356, -0.24184, -0.133064, 0.215131, -0.10965], [-0.041754, 0.17536, -0.315219, -0.173653, -0.282053, 0.016232, 0.4412, -0.399137]], "network.2.bias": [0.618553, 0.581952, 0.524379, -0.272585, -0.23471, 0.045364, -0.342528, 0.640271], "network.4.weight": [[0.586824, -0.258082, -0.306109, 0.603589, -0.076863, -0.269338, 0.116171, 0.120648], [-0.247594, -0.022702, -0.071129, -0.199949, -0.33368, -0.121146, -0.268847, 0.082159], [-0.113526, -0.002519, 0.139358, -0.047947, -0.174931, 0.161796, -0.334947, -0.140522], [0.207358, 0.323772, 0.586171, -0.122967, 0.087544, 0.4174, -0.538367, 0.571826], [-0.39245, -0.200926, 0.262875, 0.159528, -0.275971, 0.045924, -0.229351, -0.04316], [-0.296187, 0.023646, -0.253437, 0.331574, -0.377995, -0.054674, 0.422918, 0.110286], [0.369058, 0.593443, -0.034316, -0.546456, -0.113717, 0.397646, -0.318941, 0.5552], [0.126485, 0.293091, 0.52937, -0.209058, -0.072016, 0.034269, -0.579333, 0.439553]], "network.4.bias": [-0.051009, -0.014476, -0.240792, -0.047072, -0.39061, 0.10132, 0.260078, 0.507783], "network.6.weight": [[-0.211792, 0.208476, 0.276555, -0.119454, -0.292254, -0.055402, 0.272012, -0.115631], [-0.153202, 0.184381, -0.171039, -0.307979, -0.15048, -0.047415, -0.189298, -0.24826], [-0.11455, -0.118175, 0.002187, 0.57053, -0.006677, -0.140456, 0.527899, 0.271102], [-0.169689, -0.208962, -0.059347, 0.596026, 0.163951, -0.205006, 0.281949, 0.53827], [-0.017862, 0.096498, 0.328561, -0.079339, 0.173396, -0.327487, -0.379159, -0.342245], [0.504287, 0.018818, -0.070155, 0.086326, 0.006594, 0.235923, -0.241112, -0.466399], [-0.175243, 0.147871, 0.116104, 0.051346, -0.329492, -0.176146, -0.176098, 0.278154], [0.319748, -0.169074, -0.449761, 0.115817, 0.121837, -0.113891, 0.034948, -0.026054]], "network.6.bias": [-0.336001, -0.057839, 0.261843, 0.450869, -0.279645, 0.410905, -0.259442, -0.425038], "network.8.weight": [[-0.276051, -0.015927, 0.263665, 0.511743, 0.074579, -0.600084, -0.129952, -0.094232]], "network.8.bias": [-0.116348]}
|
{"alternating": {"accuracy": 0.8007142857142857, "precision": 0.059113300492610835, "recall": 0.12, "f1": 0.07920792079207921, "tp": 12, "fp": 191, "fn": 88, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8606666666666667, "precision": 0.3164983164983165, "recall": 0.94, "f1": 0.4735516372795969, "tp": 94, "fp": 203, "fn": 6, "tn": 1197, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.7835714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 203, "fn": 100, "tn": 1097, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8064285714285714, "precision": 0.07881773399014778, "recall": 0.16, "f1": 0.10561056105610563, "tp": 16, "fp": 187, "fn": 84, "tn": 1113, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8278571428571428, "precision": 0.15270935960591134, "recall": 0.31, "f1": 0.20462046204620463, "tp": 31, "fp": 172, "fn": 69, "tn": 1128, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7921428571428571, "precision": 0.029556650246305417, "recall": 0.06, "f1": 0.039603960396039604, "tp": 6, "fp": 197, "fn": 94, "tn": 1103, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8035714285714286, "precision": 0.06896551724137931, "recall": 0.14, "f1": 0.0924092409240924, "tp": 14, "fp": 189, "fn": 86, "tn": 1111, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7935714285714286, "precision": 0.034482758620689655, "recall": 0.07, "f1": 0.0462046204620462, "tp": 7, "fp": 196, "fn": 93, "tn": 1104, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8707142857142857, "precision": 0.30049261083743845, "recall": 0.61, "f1": 0.40264026402640263, "tp": 61, "fp": 142, "fn": 39, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8335714285714285, "precision": 0.1724137931034483, "recall": 0.35, "f1": 0.23102310231023104, "tp": 35, "fp": 168, "fn": 65, "tn": 1132, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.795, "precision": 0.03940886699507389, "recall": 0.08, "f1": 0.05280528052805281, "tp": 8, "fp": 195, "fn": 92, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8087721088435373, "macro_precision": 0.09051694519674815, "macro_recall": 0.20500000000000002, "macro_f1": 0.12481993071563365, "micro_accuracy": 0.8090355329949238, "micro_precision": 0.09775204359673025, "micro_recall": 0.205, "micro_f1": 0.132380073800738}}
|
{"network.0.weight": [[0.18858551979064941, 0.06941920518875122, 0.011898857541382313, 0.05051727965474129, -0.06776119023561478], [-0.08679687231779099, -0.03886117786169052, 0.007586618419736624, 0.18065603077411652, 0.07557375729084015], [0.044881608337163925, -0.06451170891523361, 0.08424229174852371, -0.08685769885778427, -0.033636100590229034], [0.17657484114170074, 0.08408430963754654, 0.0031798011623322964, 0.048605915158987045, -0.07586992532014847], [-0.08718620985746384, -0.02807442843914032, 0.0076782009564340115, 0.1486157923936844, 0.06633310765028], [0.051599957048892975, -0.08723422139883041, 0.06425181776285172, -0.06639453023672104, -0.017741039395332336], [0.14881210029125214, 0.04317733272910118, -0.006509589496999979, 0.03156563639640808, -0.0733124241232872], [-0.042280685156583786, 0.008939228020608425, 0.03619309142231941, 0.1488655060529709, 0.06389886140823364]], "network.0.bias": [0.08978916704654694, -0.0010920786298811436, 0.009707619436085224, 0.07660506665706635, -0.008908840827643871, 0.01628684066236019, 0.06932809203863144, -0.009545239619910717], "network.2.weight": [[0.06517990678548813, -0.06299061328172684, 0.09584329277276993, -0.0850905179977417, 0.01117644365876913, 0.021611129865050316, 0.12929315865039825, 0.06901499629020691], [0.07222860306501389, -0.06032891944050789, 0.0753421038389206, -0.08790478855371475, -0.010333375073969364, 0.015533809550106525, 0.0850822925567627, 0.03220021352171898], [0.07842666655778885, -0.06432155519723892, 0.0782710537314415, -0.07885798811912537, 0.007802559994161129, 0.01975150965154171, 0.0526755191385746, 0.06703373789787292], [0.07886866480112076, -0.06520361453294754, 0.08575253933668137, -0.06842843443155289, -0.03318803757429123, 0.005778973456472158, 0.04541604593396187, 0.04642348363995552], [0.07244659215211868, -0.05305636301636696, 0.0924944132566452, -0.07898249477148056, -0.0010977694764733315, 0.006065299268811941, 0.03673018887639046, 0.05884935334324837], [0.05497293919324875, -0.056276123970746994, 0.09160061180591583, -0.07664573192596436, 0.006266525946557522, 0.002536510583013296, 0.02163572795689106, 0.016433004289865494], [0.09528721123933792, -0.06397835165262222, 0.09370587766170502, -0.07664860785007477, 0.03278543800115585, -0.0047096856869757175, 0.016314880922436714, 0.02763477712869644], [0.06057536602020264, -0.05297588184475899, 0.07653879374265671, -0.06362685561180115, 0.03487230837345123, -0.004710922483354807, -0.004766268189996481, 0.06315252184867859]], "network.2.bias": [0.016666902229189873, 0.005460557993501425, -0.0215406883507967, -0.024417312815785408, -0.026368575170636177, -0.029015900567173958, -0.01595752127468586, -0.021793918684124947], "network.4.weight": [[0.01893923431634903, -0.032138410955667496, 0.1024303063750267, -0.06046915799379349, -0.011828758753836155, -0.033427681773900986, 0.005003491882234812, 0.027281809598207474], [0.026705965399742126, -0.030810292810201645, 0.0697702169418335, -0.057457953691482544, 0.02441568672657013, -0.004449571017175913, -0.028293056413531303, 0.03584214672446251], [0.04372977465391159, -0.019941966980695724, 0.05632442608475685, -0.05379052087664604, 0.03007056564092636, 0.0009744366980157793, -0.040897488594055176, 0.01319669559597969], [0.018806535750627518, -0.013694380410015583, 0.06918194144964218, -0.04735415056347847, 0.033554770052433014, -0.007925714366137981, -0.034466370940208435, 0.0237310491502285], [0.0037117155734449625, -0.022374514490365982, 0.0891399085521698, -0.04098420590162277, 0.04409225285053253, -0.024199092760682106, -0.013822984881699085, 0.04445027559995651], [-0.0005057674716226757, -0.028392616659402847, 0.07789473235607147, -0.04877246543765068, 0.0457688644528389, -0.01921764947474003, -0.04913480207324028, 0.03414202481508255], [-0.0046851481311023235, -0.003130850149318576, 0.07957334071397781, -0.0476873442530632, 0.03135423734784126, -0.01545452605932951, -0.0786481648683548, 0.024412959814071655], [0.0008187334169633687, 0.0048712375573813915, 0.08538679778575897, -0.047888822853565216, 0.022009242326021194, -0.02426707185804844, -0.06558338552713394, 0.015684038400650024]], "network.4.bias": [-0.0027579241432249546, -0.007045524660497904, -0.010179433040320873, -0.01482765655964613, -0.022127406671643257, -0.007877829484641552, -0.0072901868261396885, -0.0033105039037764072], "network.6.weight": [[0.006756999064236879, -0.04003811255097389, 0.046704720705747604, -0.04700270667672157, 0.0260336734354496, -0.03401019051671028, -0.09520721435546875, 0.005109675694257021], [-0.021767444908618927, -0.015288018621504307, 0.05388909950852394, -0.04398959130048752, 0.02339312806725502, -0.043209102004766464, -0.11374349892139435, -0.005389075260609388], [-0.019590333104133606, -0.0026838749181479216, 0.06802785396575928, -0.056219980120658875, 0.016255177557468414, -0.03730830177664757, -0.1436803787946701, -0.0198654942214489], [-0.03999686241149902, 0.024628181010484695, 0.05649559944868088, -0.029419267550110817, -1.6951002180576324e-05, -0.04510199651122093, -0.14386065304279327, -0.03829295188188553], [0.019652433693408966, -0.04936317726969719, 0.07723461091518402, -0.025145957246422768, -0.021427668631076813, -0.017221959307789803, -0.14514753222465515, -0.039652418345212936], [0.008458230644464493, -0.018223091959953308, 0.05935485288500786, -0.032249581068754196, -0.036079831421375275, -0.02221054397523403, -0.15383575856685638, -0.05569913610816002], [-0.006945169996470213, -0.0019219971727579832, 0.05691458284854889, -0.05324019864201546, -0.04875798895955086, -0.02956143207848072, -0.15928339958190918, -0.09922024607658386], [-0.008015558123588562, 0.00957063864916563, 0.05235228314995766, -0.05774308741092682, -0.03981035202741623, -0.030979253351688385, -0.12006546556949615, -0.01300358772277832]], "network.6.bias": [-0.004384214524179697, -0.009569290094077587, -0.014784119091928005, -0.046144600957632065, -0.03354575112462044, -0.028795914724469185, -0.041743673384189606, -0.033420734107494354], "network.8.weight": [[0.09232781082391739, -0.02521723136305809, 0.02443334273993969, -0.07607650011777878, -0.051024116575717926, -0.013604122214019299, -0.10285389423370361, -0.032977741211652756]], "network.8.bias": [-0.0879419669508934]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.510606, 0.394897, -0.251971, -0.006356, 0.019567], [0.010315, -0.025708, -0.355078, -0.043208, -0.101093], [0.351166, 0.227302, -0.291924, 0.178126, -0.03068], [0.006863, 0.550664, -0.245063, 0.524902, -0.112762], [0.022479, 0.324322, -0.292617, 0.254039, -0.271837], [0.714468, -0.258678, 0.513175, -0.148348, 0.14205], [-0.225057, -0.125744, -0.271709, -0.001834, 0.534971], [0.616449, -0.373195, 0.474968, 0.51719, -0.045134]], "network.0.bias": [0.114006, -0.323717, -0.097855, -0.34439, -0.315523, -0.401789, 0.185116, -0.160179], "network.2.weight": [[0.090847, -0.288186, 0.147252, 0.123162, 0.491443, 0.426453, 0.547958, 0.289865], [-0.394059, -0.150389, 0.091625, -0.352021, -0.084335, 0.019678, 0.158876, -0.267108], [-0.306724, 0.173522, -0.240786, -0.088068, -0.091655, -0.376527, 0.200113, 0.223485], [0.616581, -0.220198, 0.444463, 0.514907, 0.36539, 0.611686, -0.030647, 0.47181], [0.229424, 0.120574, -0.347024, -0.270768, -0.143306, 0.046367, 0.174358, -0.405733], [-0.026753, 0.20609, -0.319036, -0.438464, 0.343671, 0.139181, 0.455713, -0.46775], [0.14337, -0.19815, -0.033848, 0.320356, -0.24184, -0.133064, 0.215131, -0.10965], [-0.041754, 0.17536, -0.315219, -0.173653, -0.282053, 0.016232, 0.4412, -0.399137]], "network.2.bias": [0.618553, 0.581952, 0.524379, -0.272585, -0.23471, 0.045364, -0.342528, 0.640271], "network.4.weight": [[0.586824, -0.258082, -0.306109, 0.603589, -0.076863, -0.269338, 0.116171, 0.120648], [-0.247594, -0.022702, -0.071129, -0.199949, -0.33368, -0.121146, -0.268847, 0.082159], [-0.113526, -0.002519, 0.139358, -0.047947, -0.174931, 0.161796, -0.334947, -0.140522], [0.207358, 0.323772, 0.586171, -0.122967, 0.087544, 0.4174, -0.538367, 0.571826], [-0.39245, -0.200926, 0.262875, 0.159528, -0.275971, 0.045924, -0.229351, -0.04316], [-0.296187, 0.023646, -0.253437, 0.331574, -0.377995, -0.054674, 0.422918, 0.110286], [0.369058, 0.593443, -0.034316, -0.546456, -0.113717, 0.397646, -0.318941, 0.5552], [0.126485, 0.293091, 0.52937, -0.209058, -0.072016, 0.034269, -0.579333, 0.439553]], "network.4.bias": [-0.051009, -0.014476, -0.240792, -0.047072, -0.39061, 0.10132, 0.260078, 0.507783], "network.6.weight": [[-0.211792, 0.208476, 0.276555, -0.119454, -0.292254, -0.055402, 0.272012, -0.115631], [-0.153202, 0.184381, -0.171039, -0.307979, -0.15048, -0.047415, -0.189298, -0.24826], [-0.11455, -0.118175, 0.002187, 0.57053, -0.006677, -0.140456, 0.527899, 0.271102], [-0.169689, -0.208962, -0.059347, 0.596026, 0.163951, -0.205006, 0.281949, 0.53827], [-0.017862, 0.096498, 0.328561, -0.079339, 0.173396, -0.327487, -0.379159, -0.342245], [0.504287, 0.018818, -0.070155, 0.086326, 0.006594, 0.235923, -0.241112, -0.466399], [-0.175243, 0.147871, 0.116104, 0.051346, -0.329492, -0.176146, -0.176098, 0.278154], [0.319748, -0.169074, -0.449761, 0.115817, 0.121837, -0.113891, 0.034948, -0.026054]], "network.6.bias": [-0.336001, -0.057839, 0.261843, 0.450869, -0.279645, 0.410905, -0.259442, -0.425038], "network.8.weight": [[-0.276051, -0.015927, 0.263665, 0.511743, 0.074579, -0.600084, -0.129952, -0.094232]], "network.8.bias": [-0.116348]}
|
{"alternating": {"accuracy": 0.8007142857142857, "precision": 0.059113300492610835, "recall": 0.12, "f1": 0.07920792079207921, "tp": 12, "fp": 191, "fn": 88, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8606666666666667, "precision": 0.3164983164983165, "recall": 0.94, "f1": 0.4735516372795969, "tp": 94, "fp": 203, "fn": 6, "tn": 1197, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.7835714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 203, "fn": 100, "tn": 1097, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8064285714285714, "precision": 0.07881773399014778, "recall": 0.16, "f1": 0.10561056105610563, "tp": 16, "fp": 187, "fn": 84, "tn": 1113, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8278571428571428, "precision": 0.15270935960591134, "recall": 0.31, "f1": 0.20462046204620463, "tp": 31, "fp": 172, "fn": 69, "tn": 1128, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7921428571428571, "precision": 0.029556650246305417, "recall": 0.06, "f1": 0.039603960396039604, "tp": 6, "fp": 197, "fn": 94, "tn": 1103, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8035714285714286, "precision": 0.06896551724137931, "recall": 0.14, "f1": 0.0924092409240924, "tp": 14, "fp": 189, "fn": 86, "tn": 1111, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7935714285714286, "precision": 0.034482758620689655, "recall": 0.07, "f1": 0.0462046204620462, "tp": 7, "fp": 196, "fn": 93, "tn": 1104, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8707142857142857, "precision": 0.30049261083743845, "recall": 0.61, "f1": 0.40264026402640263, "tp": 61, "fp": 142, "fn": 39, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8335714285714285, "precision": 0.1724137931034483, "recall": 0.35, "f1": 0.23102310231023104, "tp": 35, "fp": 168, "fn": 65, "tn": 1132, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.795, "precision": 0.03940886699507389, "recall": 0.08, "f1": 0.05280528052805281, "tp": 8, "fp": 195, "fn": 92, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8087721088435373, "macro_precision": 0.09051694519674815, "macro_recall": 0.20500000000000002, "macro_f1": 0.12481993071563365, "micro_accuracy": 0.8090355329949238, "micro_precision": 0.09775204359673025, "micro_recall": 0.205, "micro_f1": 0.132380073800738}}
|
{"network.0.weight": [[0.07076236605644226, 0.0541713647544384, 0.02313382737338543, 0.046040382236242294, 0.012480090372264385], [-0.08600568026304245, -0.06538792699575424, 0.01978430710732937, 0.06608051061630249, 0.060967933386564255], [0.041255950927734375, 0.012347246520221233, 0.0905899628996849, -0.08496154844760895, -0.058983705937862396], [0.06402167677879333, 0.06942486763000488, 0.012921375222504139, 0.04604421183466911, -0.0006019218708388507], [-0.08496381342411041, -0.052728720009326935, 0.02127010188996792, 0.03859588876366615, 0.05160215124487877], [0.05108470469713211, -0.013804216869175434, 0.06919583678245544, -0.06385598331689835, -0.042484961450099945], [0.0395234115421772, 0.028191890567541122, 0.0026038563810288906, 0.0331452302634716, -0.0006084187771193683], [-0.040155310183763504, -0.015677206218242645, 0.05031173303723335, 0.04867490753531456, 0.04823039099574089]], "network.0.bias": [0.09800621122121811, 0.009726029820740223, 0.02266508899629116, 0.08216562867164612, 0.0007316297269426286, 0.030606409534811974, 0.07440952956676483, -0.0018438571132719517], "network.2.weight": [[0.06327206641435623, 0.007209922652691603, 0.09715774655342102, -0.07924278825521469, -0.012427055276930332, 0.034103620797395706, 0.033592548221349716, 0.05363686755299568], [0.07011678069829941, 0.008099089376628399, 0.07474663853645325, -0.08004005998373032, -0.033153705298900604, 0.027716001495718956, -0.002852079924196005, 0.01756102219223976], [0.07813818752765656, 0.0006087229703553021, 0.07575806975364685, -0.06959156692028046, -0.015324079431593418, 0.032727379351854324, -0.02312055043876171, 0.04982432723045349], [0.08452620357275009, -0.004960064310580492, 0.0795484334230423, -0.055719055235385895, -0.056669048964977264, 0.01880512200295925, -0.02673177234828472, 0.030265189707279205], [0.08025095611810684, 0.0035974637139588594, 0.08616289496421814, -0.06661896407604218, -0.02570980042219162, 0.020063092932105064, -0.030633946880698204, 0.04290422052145004], [0.06780938059091568, -0.003856015158817172, 0.08485899120569229, -0.06397821009159088, -0.018412798643112183, 0.018254881724715233, -0.03388366475701332, -0.003221276681870222], [0.12386127561330795, -0.018702495843172073, 0.09018833935260773, -0.06754925847053528, -0.002878100611269474, 0.009955828078091145, -0.03731794282793999, 0.007504515815526247], [0.09889338165521622, -0.013764624483883381, 0.07465098798274994, -0.05615976080298424, -0.005048924125730991, 0.014306728728115559, -0.05662054568529129, 0.05142398178577423]], "network.2.bias": [0.02387031726539135, 0.011993047781288624, -0.015247809700667858, -0.018614621832966805, -0.020750658586621284, -0.017233537510037422, -0.00503529841080308, -0.015371653251349926], "network.4.weight": [[0.04498884826898575, 0.006765070836991072, 0.09612879902124405, -0.04746951535344124, -0.04080924391746521, -0.012263099662959576, -0.04235731437802315, 0.01650378480553627], [0.06621944159269333, 0.0012380213011056185, 0.06664654612541199, -0.04824832081794739, -0.012311764992773533, 0.017391150817275047, -0.06170962378382683, 0.017731525003910065], [0.09875661134719849, 0.005582835059612989, 0.05459418520331383, -0.046777959913015366, -0.010740594007074833, 0.02695668302476406, -0.06774163246154785, -0.0037966961972415447], [0.08571985363960266, 0.008169787935912609, 0.06859242171049118, -0.04234590753912926, -0.014436551369726658, 0.024507394060492516, -0.06360144168138504, 0.01652144268155098], [0.06080356240272522, 0.002592331962659955, 0.08798044919967651, -0.03131622448563576, 0.008609144948422909, 0.007124756928533316, -0.05360927805304527, 0.04852055385708809], [0.0319799929857254, 0.008231590501964092, 0.07203104346990585, -0.03288133069872856, 0.03332707658410072, 0.0012172212591394782, -0.08222560584545135, 0.03534870594739914], [0.04750358313322067, 0.02478789910674095, 0.0796859860420227, -0.03546660393476486, 0.00899560283869505, 0.009505768306553364, -0.10745787620544434, 0.02552502229809761], [0.058855004608631134, 0.029955483973026276, 0.08728109300136566, -0.03669697046279907, 2.1187588572502136e-06, 0.0009291371679864824, -0.08732789754867554, 0.028221461921930313]], "network.4.bias": [0.00798430759459734, 0.0025027222000062466, -0.0008571618818677962, -0.008898484520614147, -0.022634679451584816, -0.005634638015180826, -0.005360665265470743, -0.008456568233668804], "network.6.weight": [[0.051200609654188156, -0.009440326131880283, 0.03753743693232536, -0.030213503167033195, 0.013613666407763958, -0.009549717418849468, -0.11508537828922272, 0.023243620991706848], [0.034887395799160004, 0.012097424827516079, 0.04517931118607521, -0.028501303866505623, 0.012243556790053844, -0.01849532313644886, -0.13330376148223877, 0.017724087461829185], [0.05433192104101181, 0.018006082624197006, 0.06207272782921791, -0.04344463348388672, 0.001253562979400158, -0.011912043206393719, -0.15367615222930908, -0.0008804533863440156], [0.041278429329395294, 0.03724268823862076, 0.05290759354829788, -0.018324151635169983, -0.019187644124031067, -0.018317805603146553, -0.13916605710983276, -0.020871026441454887], [0.07641380280256271, -0.03048691339790821, 0.051659390330314636, -0.004622460342943668, -0.03857291117310524, 0.013751179911196232, -0.13937009871006012, -0.01569483056664467], [0.07632775604724884, -0.0018504157196730375, 0.03086247853934765, -0.011996968649327755, -0.05233868211507797, 0.010196593590080738, -0.14662741124629974, -0.030710211023688316], [0.06951949745416641, 0.006294156890362501, 0.030426422134041786, -0.032823726534843445, -0.06628043204545975, 0.002940667327493429, -0.1495918184518814, -0.07601933181285858], [0.06729990243911743, 0.01112693827599287, 0.03134159371256828, -0.0388612262904644, -0.05537523329257965, -0.003970316145569086, -0.14780347049236298, 0.010473441332578659]], "network.6.bias": [-0.010081040672957897, -0.012808668427169323, -0.015306311659514904, -0.04739374294877052, -0.03115716762840748, -0.02258955128490925, -0.03423123434185982, -0.01790357194840908], "network.8.weight": [[0.13444356620311737, 0.017983626574277878, -0.005727413576096296, -0.04871781915426254, -0.06875487416982651, -0.0037380815483629704, -0.1415300816297531, -0.00868682935833931]], "network.8.bias": [-0.07154623419046402]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.510606, 0.394897, -0.251971, -0.006356, 0.019567], [0.010315, -0.025708, -0.355078, -0.043208, -0.101093], [0.351166, 0.227302, -0.291924, 0.178126, -0.03068], [0.006863, 0.550664, -0.245063, 0.524902, -0.112762], [0.022479, 0.324322, -0.292617, 0.254039, -0.271837], [0.714468, -0.258678, 0.513175, -0.148348, 0.14205], [-0.225057, -0.125744, -0.271709, -0.001834, 0.534971], [0.616449, -0.373195, 0.474968, 0.51719, -0.045134]], "network.0.bias": [0.114006, -0.323717, -0.097855, -0.34439, -0.315523, -0.401789, 0.185116, -0.160179], "network.2.weight": [[0.090847, -0.288186, 0.147252, 0.123162, 0.491443, 0.426453, 0.547958, 0.289865], [-0.394059, -0.150389, 0.091625, -0.352021, -0.084335, 0.019678, 0.158876, -0.267108], [-0.306724, 0.173522, -0.240786, -0.088068, -0.091655, -0.376527, 0.200113, 0.223485], [0.616581, -0.220198, 0.444463, 0.514907, 0.36539, 0.611686, -0.030647, 0.47181], [0.229424, 0.120574, -0.347024, -0.270768, -0.143306, 0.046367, 0.174358, -0.405733], [-0.026753, 0.20609, -0.319036, -0.438464, 0.343671, 0.139181, 0.455713, -0.46775], [0.14337, -0.19815, -0.033848, 0.320356, -0.24184, -0.133064, 0.215131, -0.10965], [-0.041754, 0.17536, -0.315219, -0.173653, -0.282053, 0.016232, 0.4412, -0.399137]], "network.2.bias": [0.618553, 0.581952, 0.524379, -0.272585, -0.23471, 0.045364, -0.342528, 0.640271], "network.4.weight": [[0.586824, -0.258082, -0.306109, 0.603589, -0.076863, -0.269338, 0.116171, 0.120648], [-0.247594, -0.022702, -0.071129, -0.199949, -0.33368, -0.121146, -0.268847, 0.082159], [-0.113526, -0.002519, 0.139358, -0.047947, -0.174931, 0.161796, -0.334947, -0.140522], [0.207358, 0.323772, 0.586171, -0.122967, 0.087544, 0.4174, -0.538367, 0.571826], [-0.39245, -0.200926, 0.262875, 0.159528, -0.275971, 0.045924, -0.229351, -0.04316], [-0.296187, 0.023646, -0.253437, 0.331574, -0.377995, -0.054674, 0.422918, 0.110286], [0.369058, 0.593443, -0.034316, -0.546456, -0.113717, 0.397646, -0.318941, 0.5552], [0.126485, 0.293091, 0.52937, -0.209058, -0.072016, 0.034269, -0.579333, 0.439553]], "network.4.bias": [-0.051009, -0.014476, -0.240792, -0.047072, -0.39061, 0.10132, 0.260078, 0.507783], "network.6.weight": [[-0.211792, 0.208476, 0.276555, -0.119454, -0.292254, -0.055402, 0.272012, -0.115631], [-0.153202, 0.184381, -0.171039, -0.307979, -0.15048, -0.047415, -0.189298, -0.24826], [-0.11455, -0.118175, 0.002187, 0.57053, -0.006677, -0.140456, 0.527899, 0.271102], [-0.169689, -0.208962, -0.059347, 0.596026, 0.163951, -0.205006, 0.281949, 0.53827], [-0.017862, 0.096498, 0.328561, -0.079339, 0.173396, -0.327487, -0.379159, -0.342245], [0.504287, 0.018818, -0.070155, 0.086326, 0.006594, 0.235923, -0.241112, -0.466399], [-0.175243, 0.147871, 0.116104, 0.051346, -0.329492, -0.176146, -0.176098, 0.278154], [0.319748, -0.169074, -0.449761, 0.115817, 0.121837, -0.113891, 0.034948, -0.026054]], "network.6.bias": [-0.336001, -0.057839, 0.261843, 0.450869, -0.279645, 0.410905, -0.259442, -0.425038], "network.8.weight": [[-0.276051, -0.015927, 0.263665, 0.511743, 0.074579, -0.600084, -0.129952, -0.094232]], "network.8.bias": [-0.116348]}
|
{"alternating": {"accuracy": 0.8007142857142857, "precision": 0.059113300492610835, "recall": 0.12, "f1": 0.07920792079207921, "tp": 12, "fp": 191, "fn": 88, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8606666666666667, "precision": 0.3164983164983165, "recall": 0.94, "f1": 0.4735516372795969, "tp": 94, "fp": 203, "fn": 6, "tn": 1197, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.7835714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 203, "fn": 100, "tn": 1097, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8064285714285714, "precision": 0.07881773399014778, "recall": 0.16, "f1": 0.10561056105610563, "tp": 16, "fp": 187, "fn": 84, "tn": 1113, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8278571428571428, "precision": 0.15270935960591134, "recall": 0.31, "f1": 0.20462046204620463, "tp": 31, "fp": 172, "fn": 69, "tn": 1128, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7921428571428571, "precision": 0.029556650246305417, "recall": 0.06, "f1": 0.039603960396039604, "tp": 6, "fp": 197, "fn": 94, "tn": 1103, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8035714285714286, "precision": 0.06896551724137931, "recall": 0.14, "f1": 0.0924092409240924, "tp": 14, "fp": 189, "fn": 86, "tn": 1111, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7935714285714286, "precision": 0.034482758620689655, "recall": 0.07, "f1": 0.0462046204620462, "tp": 7, "fp": 196, "fn": 93, "tn": 1104, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8707142857142857, "precision": 0.30049261083743845, "recall": 0.61, "f1": 0.40264026402640263, "tp": 61, "fp": 142, "fn": 39, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8335714285714285, "precision": 0.1724137931034483, "recall": 0.35, "f1": 0.23102310231023104, "tp": 35, "fp": 168, "fn": 65, "tn": 1132, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.795, "precision": 0.03940886699507389, "recall": 0.08, "f1": 0.05280528052805281, "tp": 8, "fp": 195, "fn": 92, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8087721088435373, "macro_precision": 0.09051694519674815, "macro_recall": 0.20500000000000002, "macro_f1": 0.12481993071563365, "micro_accuracy": 0.8090355329949238, "micro_precision": 0.09775204359673025, "micro_recall": 0.205, "micro_f1": 0.132380073800738}}
|
{"network.0.weight": [[0.1765366494655609, 0.05076419934630394, 0.009577375836670399, 0.025035738945007324, -0.02334735170006752], [-0.04891381785273552, -0.010996424593031406, 0.005417694803327322, 0.16822239756584167, 0.054660577327013016], [0.017531171441078186, -0.015707094222307205, 0.07401437312364578, -0.049582067877054214, -0.006045111455023289], [0.16392375528812408, 0.062149692326784134, 0.004342181142419577, 0.018591314554214478, -0.02390991523861885], [-0.050049152225255966, -0.0015893662348389626, 0.004002561327069998, 0.13614170253276825, 0.042780857533216476], [0.016740798950195312, -0.03140762820839882, 0.05095312371850014, -0.028097381815314293, 0.006962156854569912], [0.13698238134384155, 0.019457820802927017, 0.0021804249845445156, -0.005752939265221357, -0.01819971576333046], [-0.002481137402355671, 0.03241889923810959, 0.031549353152513504, 0.1361045241355896, 0.0416867658495903]], "network.0.bias": [0.07924214005470276, -0.002331110183149576, 0.006811832543462515, 0.0660937950015068, -0.005087169352918863, 0.011154581792652607, 0.053535256534814835, 0.001040575560182333], "network.2.weight": [[0.03020913153886795, -0.012079020030796528, 0.08244798332452774, -0.04672228917479515, 0.03451300412416458, 0.020344218239188194, 0.11790743470191956, 0.046287667006254196], [0.035190556198358536, -0.010787700302898884, 0.06163666024804115, -0.050693269819021225, 0.012041090987622738, 0.015538294799625874, 0.07260414212942123, 0.007894560694694519], [0.03763102367520332, -0.01497571635991335, 0.0637974888086319, -0.0409395769238472, 0.02643696218729019, 0.022392159327864647, 0.036200884729623795, 0.03741384670138359], [0.031715407967567444, -0.010813509114086628, 0.07070798426866531, -0.030371898785233498, -0.01960603892803192, 0.007150193210691214, 0.029716165736317635, 0.015625525265932083], [0.023564744740724564, 0.002548839198425412, 0.07802148908376694, -0.03970176726579666, 0.009935329668223858, 0.009390939958393574, 0.019341396167874336, 0.018795110285282135], [0.003204100066795945, 0.008266906253993511, 0.07547980546951294, -0.03647518530488014, 0.012070572935044765, 0.004751866217702627, -0.0039482093416154385, -0.019651420414447784], [0.031012702733278275, -0.0033188581001013517, 0.08163385093212128, -0.032796282321214676, 0.04524878412485123, 0.0037962100468575954, -0.002399866934865713, -0.018921613693237305], [0.006355103570967913, 0.011389958672225475, 0.06458620727062225, -0.022137723863124847, 0.03683552145957947, 0.0015856822719797492, -0.02392694167792797, 0.0015139769529923797]], "network.2.bias": [0.02859182469546795, 0.02107667736709118, -0.0012618177570402622, -0.0028570913709700108, -0.0044015818275511265, -0.005091669503599405, 0.009529036469757557, 0.0041655576787889], "network.4.weight": [[-0.03884757310152054, 0.046036120504140854, 0.08120562136173248, -0.018457865342497826, -0.017154693603515625, -0.03016897477209568, -0.007720479276031256, -0.04352494701743126], [-0.022166047245264053, 0.03752787783741951, 0.05203628912568092, -0.017007702961564064, 0.017308421432971954, -0.000739509763661772, -0.04436780884861946, -0.02681751549243927], [-0.000779775611590594, 0.04306623712182045, 0.04053093120455742, -0.014977178536355495, 0.016525767743587494, 0.013364915736019611, -0.056096356362104416, -0.05241692438721657], [-0.018706776201725006, 0.04368695244193077, 0.05661366134881973, -0.010872078128159046, 0.014990880154073238, 0.00923116970807314, -0.051720332354307175, -0.05283774062991142], [-0.028124136850237846, 0.03605325147509575, 0.08063233643770218, -0.0070900386199355125, 0.017807714641094208, -0.0057415165938436985, -0.03221092000603676, -0.034885406494140625], [-0.022316012531518936, 0.030461881309747696, 0.07011691480875015, -0.0204178374260664, 0.01815267652273178, -0.0016376922139897943, -0.05951612815260887, -0.04383044317364693], [-0.01414666697382927, 0.044880982488393784, 0.07544726878404617, -0.024413343518972397, 0.0034946640953421593, 0.005939205642789602, -0.08445604145526886, -0.05339730158448219], [0.0011573268566280603, 0.04826177656650543, 0.07807523012161255, -0.02760838344693184, -0.0006286436691880226, -0.002250323537737131, -0.06051083281636238, -0.05511850491166115]], "network.4.bias": [0.028112037107348442, 0.02208702079951763, 0.016542864963412285, 0.008304429240524769, -0.004075589124113321, 0.010252428241074085, 0.008454528637230396, 0.009556812234222889], "network.6.weight": [[0.011142820119857788, -0.003664110554382205, 0.03963211551308632, -0.029725154861807823, 8.118804544210434e-05, -0.004362473729997873, -0.07860897481441498, -0.07315683364868164], [-0.0038838570471853018, 0.01563437655568123, 0.04900055006146431, -0.03373916819691658, -0.0009167352691292763, -0.011642108671367168, -0.09029481559991837, -0.08860888332128525], [0.0058602322824299335, 0.030343055725097656, 0.061841655522584915, -0.05142509564757347, -0.004966246895492077, -0.005861158017069101, -0.10913741588592529, -0.09706349670886993], [-0.009909354150295258, 0.05293448641896248, 0.051515307277441025, -0.024724092334508896, -0.021121874451637268, -0.007011244539171457, -0.11977382749319077, -0.06227228417992592], [-0.020318709313869476, -0.007843119092285633, 0.0520188994705677, 0.007152429781854153, 0.013132561929523945, -0.03128965198993683, -0.10978128015995026, -0.06588299572467804], [-0.028177544474601746, 0.016636922955513, 0.03561390936374664, -0.0027163317427039146, -0.0007432186976075172, -0.03328261896967888, -0.11491429805755615, -0.08350174129009247], [-0.03141338378190994, 0.030726276338100433, 0.03553105145692825, -0.029107030481100082, -0.011363712139427662, -0.037501972168684006, -0.12191028147935867, -0.1277608573436737], [-0.03187037259340286, 0.04070901498198509, 0.03488792106509209, -0.033196333795785904, -0.001170814037322998, -0.03488515317440033, -0.061228036880493164, -0.087529256939888]], "network.6.bias": [-0.001425194088369608, -0.015150877647101879, -0.02834063209593296, -0.05945451930165291, -0.05447259172797203, -0.057995300740003586, -0.07370724529027939, -0.06620845198631287], "network.8.weight": [[0.08338555693626404, -0.028019949793815613, 0.04561915248632431, -0.055421922355890274, -0.07205919176340103, -0.0026309662498533726, -0.06141115352511406, -0.1060321182012558]], "network.8.bias": [-0.13968348503112793]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.510606, 0.394897, -0.251971, -0.006356, 0.019567], [0.010315, -0.025708, -0.355078, -0.043208, -0.101093], [0.351166, 0.227302, -0.291924, 0.178126, -0.03068], [0.006863, 0.550664, -0.245063, 0.524902, -0.112762], [0.022479, 0.324322, -0.292617, 0.254039, -0.271837], [0.714468, -0.258678, 0.513175, -0.148348, 0.14205], [-0.225057, -0.125744, -0.271709, -0.001834, 0.534971], [0.616449, -0.373195, 0.474968, 0.51719, -0.045134]], "network.0.bias": [0.114006, -0.323717, -0.097855, -0.34439, -0.315523, -0.401789, 0.185116, -0.160179], "network.2.weight": [[0.090847, -0.288186, 0.147252, 0.123162, 0.491443, 0.426453, 0.547958, 0.289865], [-0.394059, -0.150389, 0.091625, -0.352021, -0.084335, 0.019678, 0.158876, -0.267108], [-0.306724, 0.173522, -0.240786, -0.088068, -0.091655, -0.376527, 0.200113, 0.223485], [0.616581, -0.220198, 0.444463, 0.514907, 0.36539, 0.611686, -0.030647, 0.47181], [0.229424, 0.120574, -0.347024, -0.270768, -0.143306, 0.046367, 0.174358, -0.405733], [-0.026753, 0.20609, -0.319036, -0.438464, 0.343671, 0.139181, 0.455713, -0.46775], [0.14337, -0.19815, -0.033848, 0.320356, -0.24184, -0.133064, 0.215131, -0.10965], [-0.041754, 0.17536, -0.315219, -0.173653, -0.282053, 0.016232, 0.4412, -0.399137]], "network.2.bias": [0.618553, 0.581952, 0.524379, -0.272585, -0.23471, 0.045364, -0.342528, 0.640271], "network.4.weight": [[0.586824, -0.258082, -0.306109, 0.603589, -0.076863, -0.269338, 0.116171, 0.120648], [-0.247594, -0.022702, -0.071129, -0.199949, -0.33368, -0.121146, -0.268847, 0.082159], [-0.113526, -0.002519, 0.139358, -0.047947, -0.174931, 0.161796, -0.334947, -0.140522], [0.207358, 0.323772, 0.586171, -0.122967, 0.087544, 0.4174, -0.538367, 0.571826], [-0.39245, -0.200926, 0.262875, 0.159528, -0.275971, 0.045924, -0.229351, -0.04316], [-0.296187, 0.023646, -0.253437, 0.331574, -0.377995, -0.054674, 0.422918, 0.110286], [0.369058, 0.593443, -0.034316, -0.546456, -0.113717, 0.397646, -0.318941, 0.5552], [0.126485, 0.293091, 0.52937, -0.209058, -0.072016, 0.034269, -0.579333, 0.439553]], "network.4.bias": [-0.051009, -0.014476, -0.240792, -0.047072, -0.39061, 0.10132, 0.260078, 0.507783], "network.6.weight": [[-0.211792, 0.208476, 0.276555, -0.119454, -0.292254, -0.055402, 0.272012, -0.115631], [-0.153202, 0.184381, -0.171039, -0.307979, -0.15048, -0.047415, -0.189298, -0.24826], [-0.11455, -0.118175, 0.002187, 0.57053, -0.006677, -0.140456, 0.527899, 0.271102], [-0.169689, -0.208962, -0.059347, 0.596026, 0.163951, -0.205006, 0.281949, 0.53827], [-0.017862, 0.096498, 0.328561, -0.079339, 0.173396, -0.327487, -0.379159, -0.342245], [0.504287, 0.018818, -0.070155, 0.086326, 0.006594, 0.235923, -0.241112, -0.466399], [-0.175243, 0.147871, 0.116104, 0.051346, -0.329492, -0.176146, -0.176098, 0.278154], [0.319748, -0.169074, -0.449761, 0.115817, 0.121837, -0.113891, 0.034948, -0.026054]], "network.6.bias": [-0.336001, -0.057839, 0.261843, 0.450869, -0.279645, 0.410905, -0.259442, -0.425038], "network.8.weight": [[-0.276051, -0.015927, 0.263665, 0.511743, 0.074579, -0.600084, -0.129952, -0.094232]], "network.8.bias": [-0.116348]}
|
{"alternating": {"accuracy": 0.8007142857142857, "precision": 0.059113300492610835, "recall": 0.12, "f1": 0.07920792079207921, "tp": 12, "fp": 191, "fn": 88, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8606666666666667, "precision": 0.3164983164983165, "recall": 0.94, "f1": 0.4735516372795969, "tp": 94, "fp": 203, "fn": 6, "tn": 1197, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.7835714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 203, "fn": 100, "tn": 1097, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8064285714285714, "precision": 0.07881773399014778, "recall": 0.16, "f1": 0.10561056105610563, "tp": 16, "fp": 187, "fn": 84, "tn": 1113, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8278571428571428, "precision": 0.15270935960591134, "recall": 0.31, "f1": 0.20462046204620463, "tp": 31, "fp": 172, "fn": 69, "tn": 1128, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7921428571428571, "precision": 0.029556650246305417, "recall": 0.06, "f1": 0.039603960396039604, "tp": 6, "fp": 197, "fn": 94, "tn": 1103, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8035714285714286, "precision": 0.06896551724137931, "recall": 0.14, "f1": 0.0924092409240924, "tp": 14, "fp": 189, "fn": 86, "tn": 1111, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7935714285714286, "precision": 0.034482758620689655, "recall": 0.07, "f1": 0.0462046204620462, "tp": 7, "fp": 196, "fn": 93, "tn": 1104, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8707142857142857, "precision": 0.30049261083743845, "recall": 0.61, "f1": 0.40264026402640263, "tp": 61, "fp": 142, "fn": 39, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8335714285714285, "precision": 0.1724137931034483, "recall": 0.35, "f1": 0.23102310231023104, "tp": 35, "fp": 168, "fn": 65, "tn": 1132, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.795, "precision": 0.03940886699507389, "recall": 0.08, "f1": 0.05280528052805281, "tp": 8, "fp": 195, "fn": 92, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8087721088435373, "macro_precision": 0.09051694519674815, "macro_recall": 0.20500000000000002, "macro_f1": 0.12481993071563365, "micro_accuracy": 0.8090355329949238, "micro_precision": 0.09775204359673025, "micro_recall": 0.205, "micro_f1": 0.132380073800738}}
|
{"network.0.weight": [[0.1702214479446411, 0.058899279683828354, 0.07309569418430328, 0.09144949913024902, 0.01525887381285429], [-0.08187064528465271, -0.0813245102763176, 0.002502886112779379, 0.16786161065101624, 0.0647270530462265], [0.08516397327184677, 0.01335598062723875, 0.09547028690576553, -0.07973094284534454, -0.07534713298082352], [0.16894742846488953, 0.07209189236164093, 0.059729333966970444, 0.08862944692373276, -0.0005959465052001178], [-0.07941876351833344, -0.06985447555780411, 0.005493385251611471, 0.14674712717533112, 0.05302475020289421], [0.09635316580533981, -0.015983764082193375, 0.07640329748392105, -0.05790099874138832, -0.05983870476484299], [0.15340884029865265, 0.0288517065346241, 0.04617197439074516, 0.07779625803232193, -0.003906790632754564], [-0.03328080102801323, -0.034100793302059174, 0.035322438925504684, 0.16532734036445618, 0.046817999333143234]], "network.0.bias": [0.10120004415512085, 0.058319877833127975, 0.005994406994432211, 0.08810972422361374, 0.04638528451323509, 0.015262034721672535, 0.08287697285413742, 0.03958569094538689], "network.2.weight": [[0.1015951856970787, 0.004516105633229017, 0.10555636882781982, -0.0730355829000473, -0.0308220311999321, 0.019633343443274498, 0.15137042105197906, 0.05094444379210472], [0.10891642421483994, 0.007231574039906263, 0.08395450562238693, -0.07498045265674591, -0.052416034042835236, 0.015021962113678455, 0.12080821394920349, 0.011229872703552246], [0.12073894590139389, -0.0004239275003783405, 0.0858372300863266, -0.06568468362092972, -0.03641722351312637, 0.020675068721175194, 0.11065459996461868, 0.04103225842118263], [0.13846413791179657, -0.01210263092070818, 0.09207192063331604, -0.05473601445555687, -0.08140035718679428, 0.011297603137791157, 0.10656741261482239, 0.021552331745624542], [0.13494455814361572, -0.002755527151748538, 0.10017000883817673, -0.06808049976825714, -0.05184595286846161, 0.014827621169388294, 0.11289380490779877, 0.03380661830306053], [0.1362713873386383, -0.01750805601477623, 0.10097707808017731, -0.06952117383480072, -0.05006886273622513, 0.01924256794154644, 0.10414478182792664, -0.004138197284191847], [0.16291727125644684, -0.01814282312989235, 0.095085509121418, -0.07033705711364746, -0.022066809237003326, 0.008763772435486317, 0.10161100327968597, 0.007902245968580246], [0.1445092260837555, -0.014916491694748402, 0.08269298821687698, -0.06164034456014633, -0.02514871209859848, 0.017148388549685478, 0.10760500282049179, 0.04495874419808388]], "network.2.bias": [0.0638657659292221, 0.05022966489195824, 0.02265217714011669, 0.01987612061202526, 0.018380803987383842, 0.018558738753199577, 0.029014868661761284, 0.020079998299479485], "network.4.weight": [[0.1377970278263092, -0.018611039966344833, 0.1139521524310112, -0.06655234098434448, -0.07659092545509338, 0.0031433305703103542, 0.10993121564388275, 0.016967743635177612], [0.14215318858623505, -0.008283947594463825, 0.08296705782413483, -0.06804963946342468, -0.04316522926092148, 0.028227319940924644, 0.09371378272771835, 0.019983455538749695], [0.15885359048843384, 0.005699093919247389, 0.06617937982082367, -0.06438663601875305, -0.031323447823524475, 0.038257863372564316, 0.0884414091706276, 0.002969872672110796], [0.14061741530895233, 0.014234284870326519, 0.0767788514494896, -0.060798224061727524, -0.03125447779893875, 0.03720648214221001, 0.11150252819061279, 0.02616947516798973], [0.14859390258789062, -0.00727887125685811, 0.09358184039592743, -0.06096142530441284, -0.022695228457450867, 0.031770918518304825, 0.1366218477487564, 0.057987093925476074], [0.16094638407230377, -0.025562651455402374, 0.08977003395557404, -0.07498177140951157, -0.02766294777393341, 0.039352837949991226, 0.09815948456525803, 0.05038069561123848], [0.16551727056503296, 0.00447470648214221, 0.0829380601644516, -0.07554180920124054, -0.03621687367558479, 0.046617988497018814, 0.06636859476566315, 0.04201861843466759], [0.19012942910194397, 0.00726551515981555, 0.08939594775438309, -0.07968270033597946, -0.04217126965522766, 0.04240543767809868, 0.07609330117702484, 0.03454752638936043]], "network.4.bias": [0.03803477808833122, 0.025040609762072563, 0.01816108636558056, 0.006658067461103201, -0.002194190863519907, 0.007466641720384359, 0.008619633503258228, -0.016202310100197792], "network.6.weight": [[0.18296746909618378, -0.0070870560593903065, 0.04669782891869545, -0.07815369963645935, -0.04145532473921776, 0.044778455048799515, 0.04419257491827011, 0.0361819751560688], [0.19083835184574127, 0.007476776372641325, 0.05210522189736366, -0.08382727205753326, -0.043991606682538986, 0.057774897664785385, 0.013837135396897793, 0.03742324933409691], [0.22621282935142517, 0.009249663911759853, 0.06472548842430115, -0.1013815701007843, -0.04598504677414894, 0.06636638194322586, -0.03283945471048355, 0.003035907167941332], [0.18625067174434662, 0.03754768148064613, 0.05724966898560524, -0.06726543605327606, -0.04671866074204445, 0.0610501803457737, -0.03594299033284187, 0.015066709369421005], [0.1423281729221344, 0.026216136291623116, 0.03231260925531387, -0.0460321269929409, -0.0376402884721756, 0.059716686606407166, -0.06739620119333267, 0.04552317038178444], [0.15059781074523926, 0.08183050900697708, -0.006350526120513678, -0.052393946796655655, -0.032293517142534256, 0.062418267130851746, -0.09042235463857651, 0.00508274557068944], [0.1179518848657608, 0.05021710693836212, 0.0017166866455227137, -0.05949324741959572, -0.03504418954253197, 0.07009800523519516, -0.09597498923540115, -0.060426123440265656], [0.0973605364561081, 0.011835231445729733, 0.018415628001093864, -0.053569357842206955, -0.014934699051082134, 0.07680082321166992, -0.06021805480122566, 0.06906422227621078]], "network.6.bias": [-0.024662019684910774, -0.03190107271075249, -0.035046156495809555, -0.06445255130529404, -0.054556649178266525, -0.05658282712101936, -0.06557594239711761, -0.04869508743286133], "network.8.weight": [[0.11572673916816711, 0.046703483909368515, -0.03587561473250389, -0.07265622168779373, -0.039106838405132294, 0.03134911134839058, -0.07181821763515472, 0.05019320175051689]], "network.8.bias": [-0.09252145141363144]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.510606, 0.394897, -0.251971, -0.006356, 0.019567], [0.010315, -0.025708, -0.355078, -0.043208, -0.101093], [0.351166, 0.227302, -0.291924, 0.178126, -0.03068], [0.006863, 0.550664, -0.245063, 0.524902, -0.112762], [0.022479, 0.324322, -0.292617, 0.254039, -0.271837], [0.714468, -0.258678, 0.513175, -0.148348, 0.14205], [-0.225057, -0.125744, -0.271709, -0.001834, 0.534971], [0.616449, -0.373195, 0.474968, 0.51719, -0.045134]], "network.0.bias": [0.114006, -0.323717, -0.097855, -0.34439, -0.315523, -0.401789, 0.185116, -0.160179], "network.2.weight": [[0.090847, -0.288186, 0.147252, 0.123162, 0.491443, 0.426453, 0.547958, 0.289865], [-0.394059, -0.150389, 0.091625, -0.352021, -0.084335, 0.019678, 0.158876, -0.267108], [-0.306724, 0.173522, -0.240786, -0.088068, -0.091655, -0.376527, 0.200113, 0.223485], [0.616581, -0.220198, 0.444463, 0.514907, 0.36539, 0.611686, -0.030647, 0.47181], [0.229424, 0.120574, -0.347024, -0.270768, -0.143306, 0.046367, 0.174358, -0.405733], [-0.026753, 0.20609, -0.319036, -0.438464, 0.343671, 0.139181, 0.455713, -0.46775], [0.14337, -0.19815, -0.033848, 0.320356, -0.24184, -0.133064, 0.215131, -0.10965], [-0.041754, 0.17536, -0.315219, -0.173653, -0.282053, 0.016232, 0.4412, -0.399137]], "network.2.bias": [0.618553, 0.581952, 0.524379, -0.272585, -0.23471, 0.045364, -0.342528, 0.640271], "network.4.weight": [[0.586824, -0.258082, -0.306109, 0.603589, -0.076863, -0.269338, 0.116171, 0.120648], [-0.247594, -0.022702, -0.071129, -0.199949, -0.33368, -0.121146, -0.268847, 0.082159], [-0.113526, -0.002519, 0.139358, -0.047947, -0.174931, 0.161796, -0.334947, -0.140522], [0.207358, 0.323772, 0.586171, -0.122967, 0.087544, 0.4174, -0.538367, 0.571826], [-0.39245, -0.200926, 0.262875, 0.159528, -0.275971, 0.045924, -0.229351, -0.04316], [-0.296187, 0.023646, -0.253437, 0.331574, -0.377995, -0.054674, 0.422918, 0.110286], [0.369058, 0.593443, -0.034316, -0.546456, -0.113717, 0.397646, -0.318941, 0.5552], [0.126485, 0.293091, 0.52937, -0.209058, -0.072016, 0.034269, -0.579333, 0.439553]], "network.4.bias": [-0.051009, -0.014476, -0.240792, -0.047072, -0.39061, 0.10132, 0.260078, 0.507783], "network.6.weight": [[-0.211792, 0.208476, 0.276555, -0.119454, -0.292254, -0.055402, 0.272012, -0.115631], [-0.153202, 0.184381, -0.171039, -0.307979, -0.15048, -0.047415, -0.189298, -0.24826], [-0.11455, -0.118175, 0.002187, 0.57053, -0.006677, -0.140456, 0.527899, 0.271102], [-0.169689, -0.208962, -0.059347, 0.596026, 0.163951, -0.205006, 0.281949, 0.53827], [-0.017862, 0.096498, 0.328561, -0.079339, 0.173396, -0.327487, -0.379159, -0.342245], [0.504287, 0.018818, -0.070155, 0.086326, 0.006594, 0.235923, -0.241112, -0.466399], [-0.175243, 0.147871, 0.116104, 0.051346, -0.329492, -0.176146, -0.176098, 0.278154], [0.319748, -0.169074, -0.449761, 0.115817, 0.121837, -0.113891, 0.034948, -0.026054]], "network.6.bias": [-0.336001, -0.057839, 0.261843, 0.450869, -0.279645, 0.410905, -0.259442, -0.425038], "network.8.weight": [[-0.276051, -0.015927, 0.263665, 0.511743, 0.074579, -0.600084, -0.129952, -0.094232]], "network.8.bias": [-0.116348]}
|
{"alternating": {"accuracy": 0.8007142857142857, "precision": 0.059113300492610835, "recall": 0.12, "f1": 0.07920792079207921, "tp": 12, "fp": 191, "fn": 88, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8606666666666667, "precision": 0.3164983164983165, "recall": 0.94, "f1": 0.4735516372795969, "tp": 94, "fp": 203, "fn": 6, "tn": 1197, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.7835714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 203, "fn": 100, "tn": 1097, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8064285714285714, "precision": 0.07881773399014778, "recall": 0.16, "f1": 0.10561056105610563, "tp": 16, "fp": 187, "fn": 84, "tn": 1113, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8278571428571428, "precision": 0.15270935960591134, "recall": 0.31, "f1": 0.20462046204620463, "tp": 31, "fp": 172, "fn": 69, "tn": 1128, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7921428571428571, "precision": 0.029556650246305417, "recall": 0.06, "f1": 0.039603960396039604, "tp": 6, "fp": 197, "fn": 94, "tn": 1103, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8035714285714286, "precision": 0.06896551724137931, "recall": 0.14, "f1": 0.0924092409240924, "tp": 14, "fp": 189, "fn": 86, "tn": 1111, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7935714285714286, "precision": 0.034482758620689655, "recall": 0.07, "f1": 0.0462046204620462, "tp": 7, "fp": 196, "fn": 93, "tn": 1104, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8707142857142857, "precision": 0.30049261083743845, "recall": 0.61, "f1": 0.40264026402640263, "tp": 61, "fp": 142, "fn": 39, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8335714285714285, "precision": 0.1724137931034483, "recall": 0.35, "f1": 0.23102310231023104, "tp": 35, "fp": 168, "fn": 65, "tn": 1132, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.795, "precision": 0.03940886699507389, "recall": 0.08, "f1": 0.05280528052805281, "tp": 8, "fp": 195, "fn": 92, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8087721088435373, "macro_precision": 0.09051694519674815, "macro_recall": 0.20500000000000002, "macro_f1": 0.12481993071563365, "micro_accuracy": 0.8090355329949238, "micro_precision": 0.09775204359673025, "micro_recall": 0.205, "micro_f1": 0.132380073800738}}
|
{"network.0.weight": [[0.2207433432340622, 0.0923503190279007, 0.01634037308394909, 0.015895947813987732, -0.06394384056329727], [-0.0946168303489685, -0.04751496762037277, 0.0004099956131540239, 0.2108408361673355, 0.09854896366596222], [0.011512719094753265, -0.06208217516541481, 0.08367547392845154, -0.0940198302268982, -0.04187912493944168], [0.20466618239879608, 0.106198750436306, 0.007493955548852682, 0.0165846049785614, -0.07316815108060837], [-0.0942012220621109, -0.03612988442182541, 0.0006814500666223466, 0.176291823387146, 0.08835170418024063], [0.019709143787622452, -0.08505398780107498, 0.0644877478480339, -0.07308286428451538, -0.026759617030620575], [0.1727086305618286, 0.06373649835586548, -0.00285774702206254, 0.0014694074634462595, -0.06946351379156113], [-0.048991117626428604, -0.00034328643232584, 0.028529083356261253, 0.1688905507326126, 0.08293474465608597]], "network.0.bias": [0.08969978988170624, 0.0036884373985230923, 0.0026693991385400295, 0.07618710398674011, -0.004175799433141947, 0.009488155134022236, 0.07035941630601883, -0.0060027712024748325], "network.2.weight": [[0.037336982786655426, -0.05749586597084999, 0.09524209052324295, -0.09116283059120178, 0.0031498288735747337, 0.012577508576214314, 0.14804980158805847, 0.08812516182661057], [0.045592695474624634, -0.054395560175180435, 0.07414533197879791, -0.09384620189666748, -0.017879880964756012, 0.006277268286794424, 0.10372721403837204, 0.05083881691098213], [0.05344930291175842, -0.05801849439740181, 0.07718326151371002, -0.08482669293880463, 9.347405284643173e-05, 0.010136459954082966, 0.0703422799706459, 0.08391446620225906], [0.05909152328968048, -0.060072120279073715, 0.08474576473236084, -0.07442110776901245, -0.042813487350940704, -0.004333148244768381, 0.06178319826722145, 0.06254015862941742], [0.05598173290491104, -0.04844510927796364, 0.09171207994222641, -0.08501017838716507, -0.010507472790777683, -0.0041991122998297215, 0.050060052424669266, 0.0744510293006897], [0.040260061621665955, -0.05288494750857353, 0.09125703573226929, -0.08217459172010422, -0.003220834769308567, -0.007529447320848703, 0.03747635707259178, 0.02688479796051979], [0.0971008837223053, -0.060960765928030014, 0.0984792411327362, -0.08824925869703293, 0.011921598576009274, -0.015520314686000347, 0.02829458750784397, 0.035947758704423904], [0.07067565619945526, -0.05338432267308235, 0.0844753235578537, -0.07665373384952545, 0.010171971283853054, -0.013073082081973553, 0.0011827597627416253, 0.07837501168251038]], "network.2.bias": [0.02002987079322338, 0.008669895119965076, -0.01824195869266987, -0.02143012173473835, -0.023371802642941475, -0.02096070535480976, -0.007978427223861217, -0.018167542293667793], "network.4.weight": [[0.012037262320518494, -0.031154815107584, 0.10562272369861603, -0.06714091449975967, -0.02327442169189453, -0.0427575521171093, 0.007755535189062357, 0.040518078953027725], [0.03068140149116516, -0.03166475147008896, 0.07798193395137787, -0.06810428202152252, 0.0050046807155013084, -0.011612008325755596, -0.023836808279156685, 0.043179627507925034], [0.05919811129570007, -0.021252233535051346, 0.06761467456817627, -0.06726780533790588, 0.005700140260159969, -0.004859889391809702, -0.038593437522649765, 0.01983604207634926], [0.040679074823856354, -0.014960055239498615, 0.0819220319390297, -0.06309472769498825, 0.0032768016681075096, -0.009998674504458904, -0.042445432394742966, 0.038153890520334244], [0.006367553491145372, -0.016706325113773346, 0.09994478523731232, -0.04985557496547699, 0.024434857070446014, -0.02935151197016239, -0.029274625703692436, 0.06730329990386963], [-0.03132098913192749, -0.009865370579063892, 0.08224821090698242, -0.04682302102446556, 0.047401443123817444, -0.035556089133024216, -0.0666247308254242, 0.05232047662138939], [-0.022263653576374054, 0.01184695865958929, 0.09049661457538605, -0.050155844539403915, 0.022427178919315338, -0.027318188920617104, -0.09504036605358124, 0.04001032933592796], [-0.02084849402308464, 0.021058525890111923, 0.09698684513568878, -0.049869898706674576, 0.01426990982145071, -0.03744439408183098, -0.0848565623164177, 0.036043573170900345]], "network.4.bias": [0.0030916756950318813, -0.002214344684034586, -0.0031884186901152134, -0.009550678543746471, -0.0219691414386034, -0.004388394299894571, -0.00222499156370759, -0.0036027454771101475], "network.6.weight": [[-0.025512725114822388, -0.013901093043386936, 0.05057969689369202, -0.04152080416679382, 0.02747379243373871, -0.052913833409547806, -0.11520557105541229, 0.027204744517803192], [-0.056681349873542786, 0.011360510252416134, 0.05806801840662956, -0.037047598510980606, 0.02650708705186844, -0.06397642940282822, -0.13308702409267426, 0.014370542019605637], [-0.0535024031996727, 0.02128017321228981, 0.07337499409914017, -0.04928826540708542, 0.016457155346870422, -0.05660495534539223, -0.15981391072273254, -0.006411145906895399], [-0.06703419238328934, 0.04381170868873596, 0.06419944763183594, -0.026214225217700005, -0.005729158408939838, -0.060474079102277756, -0.15947924554347992, -0.028262434527277946], [-0.006897676270455122, -0.020086880773305893, 0.07494033873081207, -0.02022404782474041, -0.02340707927942276, -0.0313539132475853, -0.15731312334537506, -0.03232337534427643], [-0.019974444061517715, 0.011136439628899097, 0.05707213282585144, -0.02637445367872715, -0.03733321279287338, -0.03704202547669411, -0.16355685889720917, -0.051091622561216354], [-0.03741047531366348, 0.024628527462482452, 0.05515238270163536, -0.04538695141673088, -0.050579287111759186, -0.0432065986096859, -0.16665826737880707, -0.09637582302093506], [-0.04033635929226875, 0.03153667971491814, 0.0521874837577343, -0.04834798723459244, -0.04088440164923668, -0.04107620194554329, -0.11763335764408112, -0.008471321314573288]], "network.6.bias": [-0.003197366837412119, -0.00431861961260438, -0.005088197533041239, -0.03604602441191673, -0.02205261029303074, -0.01572503335773945, -0.02774522639811039, -0.022114897146821022], "network.8.weight": [[0.07311658561229706, 0.005330077838152647, 0.015839239582419395, -0.06796061247587204, -0.047466449439525604, -0.02119925245642662, -0.0915173813700676, -0.02718321606516838]], "network.8.bias": [-0.07673390209674835]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.510606, 0.394897, -0.251971, -0.006356, 0.019567], [0.010315, -0.025708, -0.355078, -0.043208, -0.101093], [0.351166, 0.227302, -0.291924, 0.178126, -0.03068], [0.006863, 0.550664, -0.245063, 0.524902, -0.112762], [0.022479, 0.324322, -0.292617, 0.254039, -0.271837], [0.714468, -0.258678, 0.513175, -0.148348, 0.14205], [-0.225057, -0.125744, -0.271709, -0.001834, 0.534971], [0.616449, -0.373195, 0.474968, 0.51719, -0.045134]], "network.0.bias": [0.114006, -0.323717, -0.097855, -0.34439, -0.315523, -0.401789, 0.185116, -0.160179], "network.2.weight": [[0.090847, -0.288186, 0.147252, 0.123162, 0.491443, 0.426453, 0.547958, 0.289865], [-0.394059, -0.150389, 0.091625, -0.352021, -0.084335, 0.019678, 0.158876, -0.267108], [-0.306724, 0.173522, -0.240786, -0.088068, -0.091655, -0.376527, 0.200113, 0.223485], [0.616581, -0.220198, 0.444463, 0.514907, 0.36539, 0.611686, -0.030647, 0.47181], [0.229424, 0.120574, -0.347024, -0.270768, -0.143306, 0.046367, 0.174358, -0.405733], [-0.026753, 0.20609, -0.319036, -0.438464, 0.343671, 0.139181, 0.455713, -0.46775], [0.14337, -0.19815, -0.033848, 0.320356, -0.24184, -0.133064, 0.215131, -0.10965], [-0.041754, 0.17536, -0.315219, -0.173653, -0.282053, 0.016232, 0.4412, -0.399137]], "network.2.bias": [0.618553, 0.581952, 0.524379, -0.272585, -0.23471, 0.045364, -0.342528, 0.640271], "network.4.weight": [[0.586824, -0.258082, -0.306109, 0.603589, -0.076863, -0.269338, 0.116171, 0.120648], [-0.247594, -0.022702, -0.071129, -0.199949, -0.33368, -0.121146, -0.268847, 0.082159], [-0.113526, -0.002519, 0.139358, -0.047947, -0.174931, 0.161796, -0.334947, -0.140522], [0.207358, 0.323772, 0.586171, -0.122967, 0.087544, 0.4174, -0.538367, 0.571826], [-0.39245, -0.200926, 0.262875, 0.159528, -0.275971, 0.045924, -0.229351, -0.04316], [-0.296187, 0.023646, -0.253437, 0.331574, -0.377995, -0.054674, 0.422918, 0.110286], [0.369058, 0.593443, -0.034316, -0.546456, -0.113717, 0.397646, -0.318941, 0.5552], [0.126485, 0.293091, 0.52937, -0.209058, -0.072016, 0.034269, -0.579333, 0.439553]], "network.4.bias": [-0.051009, -0.014476, -0.240792, -0.047072, -0.39061, 0.10132, 0.260078, 0.507783], "network.6.weight": [[-0.211792, 0.208476, 0.276555, -0.119454, -0.292254, -0.055402, 0.272012, -0.115631], [-0.153202, 0.184381, -0.171039, -0.307979, -0.15048, -0.047415, -0.189298, -0.24826], [-0.11455, -0.118175, 0.002187, 0.57053, -0.006677, -0.140456, 0.527899, 0.271102], [-0.169689, -0.208962, -0.059347, 0.596026, 0.163951, -0.205006, 0.281949, 0.53827], [-0.017862, 0.096498, 0.328561, -0.079339, 0.173396, -0.327487, -0.379159, -0.342245], [0.504287, 0.018818, -0.070155, 0.086326, 0.006594, 0.235923, -0.241112, -0.466399], [-0.175243, 0.147871, 0.116104, 0.051346, -0.329492, -0.176146, -0.176098, 0.278154], [0.319748, -0.169074, -0.449761, 0.115817, 0.121837, -0.113891, 0.034948, -0.026054]], "network.6.bias": [-0.336001, -0.057839, 0.261843, 0.450869, -0.279645, 0.410905, -0.259442, -0.425038], "network.8.weight": [[-0.276051, -0.015927, 0.263665, 0.511743, 0.074579, -0.600084, -0.129952, -0.094232]], "network.8.bias": [-0.116348]}
|
{"alternating": {"accuracy": 0.8007142857142857, "precision": 0.059113300492610835, "recall": 0.12, "f1": 0.07920792079207921, "tp": 12, "fp": 191, "fn": 88, "tn": 1109, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8606666666666667, "precision": 0.3164983164983165, "recall": 0.94, "f1": 0.4735516372795969, "tp": 94, "fp": 203, "fn": 6, "tn": 1197, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.7835714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 203, "fn": 100, "tn": 1097, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8064285714285714, "precision": 0.07881773399014778, "recall": 0.16, "f1": 0.10561056105610563, "tp": 16, "fp": 187, "fn": 84, "tn": 1113, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8278571428571428, "precision": 0.15270935960591134, "recall": 0.31, "f1": 0.20462046204620463, "tp": 31, "fp": 172, "fn": 69, "tn": 1128, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7921428571428571, "precision": 0.029556650246305417, "recall": 0.06, "f1": 0.039603960396039604, "tp": 6, "fp": 197, "fn": 94, "tn": 1103, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8035714285714286, "precision": 0.06896551724137931, "recall": 0.14, "f1": 0.0924092409240924, "tp": 14, "fp": 189, "fn": 86, "tn": 1111, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7935714285714286, "precision": 0.034482758620689655, "recall": 0.07, "f1": 0.0462046204620462, "tp": 7, "fp": 196, "fn": 93, "tn": 1104, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8707142857142857, "precision": 0.30049261083743845, "recall": 0.61, "f1": 0.40264026402640263, "tp": 61, "fp": 142, "fn": 39, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.785, "precision": 0.0049261083743842365, "recall": 0.01, "f1": 0.006600660066006602, "tp": 1, "fp": 202, "fn": 99, "tn": 1098, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8335714285714285, "precision": 0.1724137931034483, "recall": 0.35, "f1": 0.23102310231023104, "tp": 35, "fp": 168, "fn": 65, "tn": 1132, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.795, "precision": 0.03940886699507389, "recall": 0.08, "f1": 0.05280528052805281, "tp": 8, "fp": 195, "fn": 92, "tn": 1105, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8087721088435373, "macro_precision": 0.09051694519674815, "macro_recall": 0.20500000000000002, "macro_f1": 0.12481993071563365, "micro_accuracy": 0.8090355329949238, "micro_precision": 0.09775204359673025, "micro_recall": 0.205, "micro_f1": 0.132380073800738}}
|
{"network.0.weight": [[0.024215148761868477, 0.039733316749334335, 0.02798972837626934, -0.03268751502037048, -0.00656788470223546], [-0.07434172183275223, -0.08085794001817703, 0.006536935921758413, 0.019815998151898384, 0.0451420433819294], [-0.035396888852119446, -0.006441731471568346, 0.06277583539485931, -0.07197488844394684, -0.07393067330121994], [0.018066810443997383, 0.051519375294446945, 0.018772749230265617, -0.028855400159955025, -0.017842907458543777], [-0.07094632089138031, -0.06783347576856613, 0.005920519586652517, -0.006550726946443319, 0.03245490789413452], [-0.023502469062805176, -0.029375184327363968, 0.041852034628391266, -0.050530172884464264, -0.05815393477678299], [-0.006114778574556112, 0.0081293024122715, 0.00830830354243517, -0.037895478308200836, -0.014802430756390095], [-0.026483340188860893, -0.03146422654390335, 0.03332995995879173, 0.008030775003135204, 0.02753891423344612]], "network.0.bias": [0.07104913145303726, 0.015294593758881092, 0.008398284204304218, 0.0543803907930851, 0.006566641386598349, 0.014622737653553486, 0.04640170559287071, 0.0033169067464768887], "network.2.weight": [[-0.006064086686819792, -0.008799095638096333, 0.06707555055618286, -0.06128546968102455, -0.027459830045700073, 0.016694528982043266, -0.001929504214785993, 0.03247025981545448], [0.001592561835423112, -0.008567576296627522, 0.04431138560175896, -0.06085927411913872, -0.04801386594772339, 0.009505932219326496, -0.03296582028269768, -0.004452637862414122], [0.010113827884197235, -0.016099240630865097, 0.04488595202565193, -0.050468809902668, -0.03079388290643692, 0.014238555915653706, -0.04908357188105583, 0.0255112461745739], [0.020142823457717896, -0.022530604153871536, 0.0490514412522316, -0.03541009500622749, -0.07300590723752975, 0.0002369037247262895, -0.04935338720679283, 0.0054357280023396015], [0.019857577979564667, -0.015066933818161488, 0.054527055472135544, -0.04581752046942711, -0.04298432171344757, 0.000955482420977205, -0.05204744264483452, 0.017664838582277298], [0.014661408960819244, -0.023367401212453842, 0.05314287543296814, -0.04338483512401581, -0.03803815692663193, -0.000464166107121855, -0.05526525899767876, -0.02484697848558426], [0.05888822674751282, -0.03386043384671211, 0.05589109659194946, -0.04712529480457306, -0.01795746386051178, -0.006895209196954966, -0.05504554137587547, -0.013814251869916916], [0.041134342551231384, -0.03085482493042946, 0.040880508720874786, -0.03588416054844856, -0.0218890979886055, -0.002785662654787302, -0.06592000275850296, 0.02183409407734871]], "network.2.bias": [0.028518913313746452, 0.015790743753314018, -0.012481453828513622, -0.014939623884856701, -0.016148241236805916, -0.015518802218139172, -0.002304913941770792, -0.007245304528623819], "network.4.weight": [[0.015934981405735016, -0.018454421311616898, 0.06394511461257935, -0.031762558966875076, -0.06959924846887589, -0.02608453668653965, -0.05008635297417641, -0.00879000872373581], [0.030440255999565125, -0.023330803960561752, 0.0352788008749485, -0.031758613884449005, -0.03698092699050903, 0.002229591365903616, -0.06667894124984741, -0.0032516266219317913], [0.05604497343301773, -0.015089680440723896, 0.02190486527979374, -0.02751212567090988, -0.029982522130012512, 0.01236030925065279, -0.06771636009216309, -0.020364563912153244], [0.039488784968853, -0.01326212752610445, 0.034920550882816315, -0.020866600796580315, -0.0301724374294281, 0.010235925205051899, -0.05619882792234421, -0.007192741613835096], [0.034417517483234406, -0.027282707393169403, 0.055645667016506195, -0.013370183296501637, -0.022878587245941162, -0.0013447800884023309, -0.04532476142048836, 0.01733320578932762], [0.031957607716321945, -0.03125236928462982, 0.048440445214509964, -0.01815182901918888, -0.015344426967203617, 0.00018109142547473311, -0.061241503804922104, 0.0036461022682487965], [0.040676623582839966, -0.014480316080152988, 0.05198235437273979, -0.022190609946846962, -0.03750482201576233, 0.007721503730863333, -0.07844898104667664, -0.007061693351715803], [0.051270753145217896, -0.011135370470583439, 0.057902149856090546, -0.024672426283359528, -0.045844241976737976, 4.607945083989762e-05, -0.049889083951711655, -0.002271715085953474]], "network.4.bias": [0.011505884118378162, 0.001744238194078207, -0.0025990032590925694, -0.005452396813780069, -0.01088682096451521, 0.0017727143131196499, 0.002959159668534994, -0.004249604884535074], "network.6.weight": [[0.05380907654762268, -0.05178305506706238, 0.015675747767090797, -0.009545263834297657, -0.04222766309976578, -0.0007255920791067183, -0.06527353078126907, -0.005660335998982191], [0.04106676205992699, -0.03530936315655708, 0.02456127665936947, -0.006404072977602482, -0.042839884757995605, -0.00535362446680665, -0.06907708942890167, -0.032322194427251816], [0.069219671189785, -0.031779248267412186, 0.04461454227566719, -0.024440759792923927, -0.05994300916790962, 0.007030656095594168, -0.07680758088827133, -0.057200830429792404], [0.055036596953868866, -0.014005937613546848, 0.03319484740495682, -0.004694314673542976, -0.07021292299032211, 0.0008115148521028459, -0.0757254809141159, -0.046896275132894516], [0.052906814962625504, -0.07090867310762405, 0.02601839415729046, 0.021486246958374977, -0.050132572650909424, 0.004364894237369299, -0.06158638373017311, -0.04712707921862602], [0.05931909754872322, -0.039695046842098236, 0.002287410432472825, 0.01260857842862606, -0.05656695365905762, -0.000289084913674742, -0.0677729994058609, -0.06919857859611511], [0.053654976189136505, -0.03483390063047409, 0.0023664722684770823, -0.006730758585035801, -0.06342357397079468, 0.002081682439893484, -0.08275901526212692, -0.12256062775850296], [0.0434839129447937, -0.03758407384157181, 0.00874408520758152, -0.011165119707584381, -0.05020977184176445, 0.021082861348986626, -0.08285719156265259, -0.02252727374434471]], "network.6.bias": [-0.005634861532598734, -0.010599630884826183, -0.015105309896171093, -0.0469885878264904, -0.03560381755232811, -0.033519547432661057, -0.04792074114084244, -0.0262527484446764], "network.8.weight": [[0.10910641402006149, -0.037131406366825104, -0.014358868822455406, -0.02140834368765354, -0.06409204751253128, 0.00846440251916647, -0.09367496520280838, -0.05247299000620842]], "network.8.bias": [-0.07183931767940521]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.468944, -0.912725, -0.258206, -0.453513, -0.068294], [1.221166, 0.476646, 0.051784, 0.10913, -0.652642], [0.815638, 0.962888, -0.36573, -0.249424, 0.374031], [0.284319, 0.957684, -0.070521, 0.244174, -0.049159], [-0.026653, -0.525298, 0.552931, 0.433907, -0.1049]], "network.0.bias": [-0.645098, -0.067628, 0.365746, 0.466533, 0.209974], "network.2.weight": [[0.090844, 0.697908, 1.002452, 0.484921, -0.867848], [0.493141, 0.962634, 0.500712, -0.478682, 0.082375], [-0.259109, 0.786257, 0.795975, -0.104263, -0.148886], [0.374309, 0.311414, 0.500163, 0.400967, -0.802915], [0.235475, 0.781966, 1.290987, -0.010206, -0.440852]], "network.2.bias": [-0.282496, 0.128544, 0.173136, 0.185224, 0.587913], "network.4.weight": [[-0.232264, -0.585675, 0.156738, 0.179914, 0.093165], [-0.214747, -0.061236, 0.024538, -0.033576, -0.463211], [0.201246, 0.463477, 0.269598, 0.512112, 0.608326], [-0.056044, 0.293541, -0.40329, -0.074695, -0.261452], [0.949286, 0.382442, 0.755501, 0.849167, 0.887176]], "network.4.bias": [-0.418848, -0.886232, 0.030174, 0.024134, 0.602226], "network.6.weight": [[0.042061, 0.185002, 0.101723, 0.058218, -0.415298], [-0.152826, -0.068642, 0.336162, 0.114883, 1.068416], [0.149121, 0.305318, -0.300536, -0.194167, -0.208564], [0.002087, 0.380713, -0.251274, -0.763674, 0.028888], [0.361031, 0.222131, 0.481513, -0.320344, 0.664966]], "network.6.bias": [-0.027027, 0.399279, -0.534371, 0.205726, -0.489475], "network.8.weight": [[-0.002488, 0.349114, -0.078869, -0.226582, 0.937197], [0.046541, -0.391881, -0.319948, -0.27916, -0.383281], [0.193318, -0.350852, -0.328578, 0.132038, 0.355958], [-0.035868, -0.18154, 0.225323, 0.269655, 0.003588], [0.112777, -0.243489, -0.446382, 0.288466, 0.100901]], "network.8.bias": [-0.342432, -0.061809, -0.132508, -0.256291, -0.21548], "network.10.weight": [[-0.591735, -0.087355, -0.29401, -0.207137, -0.425148]], "network.10.bias": [0.335189]}
|
{"alternating": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8207142857142857, "precision": 0.04790419161676647, "recall": 0.08, "f1": 0.0599250936329588, "tp": 8, "fp": 159, "fn": 92, "tn": 1141, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8107142857142857, "precision": 0.005988023952095809, "recall": 0.01, "f1": 0.00749063670411985, "tp": 1, "fp": 166, "fn": 99, "tn": 1134, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8192857142857143, "precision": 0.041916167664670656, "recall": 0.07, "f1": 0.05243445692883895, "tp": 7, "fp": 160, "fn": 93, "tn": 1140, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8392857142857143, "precision": 0.12574850299401197, "recall": 0.21, "f1": 0.15730337078651685, "tp": 21, "fp": 146, "fn": 79, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8407142857142857, "precision": 0.1317365269461078, "recall": 0.22, "f1": 0.16479400749063672, "tp": 22, "fp": 145, "fn": 78, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8806666666666667, "precision": 0.34509803921568627, "recall": 0.88, "f1": 0.4957746478873239, "tp": 88, "fp": 167, "fn": 12, "tn": 1233, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.8335714285714285, "precision": 0.10179640718562874, "recall": 0.17, "f1": 0.12734082397003746, "tp": 17, "fp": 150, "fn": 83, "tn": 1150, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8278571428571428, "precision": 0.07784431137724551, "recall": 0.13, "f1": 0.09737827715355807, "tp": 13, "fp": 154, "fn": 87, "tn": 1146, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8635714285714285, "precision": 0.2275449101796407, "recall": 0.38, "f1": 0.2846441947565543, "tp": 38, "fp": 129, "fn": 62, "tn": 1171, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8507142857142858, "precision": 0.17365269461077845, "recall": 0.29, "f1": 0.21722846441947566, "tp": 29, "fp": 138, "fn": 71, "tn": 1162, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.825, "precision": 0.0658682634730539, "recall": 0.11, "f1": 0.08239700374531836, "tp": 11, "fp": 156, "fn": 89, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8314251700680272, "macro_precision": 0.09607843137254901, "macro_recall": 0.18214285714285713, "macro_f1": 0.12476506981966708, "micro_accuracy": 0.8316751269035533, "micro_precision": 0.10511129431162407, "micro_recall": 0.18214285714285713, "micro_f1": 0.1332984840564558}}
|
{"network.0.weight": [[0.07355201244354248, 0.017736967653036118, 0.022817736491560936, -0.011633042246103287, -0.06111045554280281], [0.020695919170975685, 0.050893813371658325, 0.05947885289788246, 0.07839446514844894, -0.003023113589733839], [-0.027613911777734756, -0.05247608199715614, -0.007573214825242758, 0.051368869841098785, 0.04652678221464157], [0.0993335172533989, -0.02469799295067787, 0.026304030790925026, -0.054690152406692505, -0.05689791217446327], [0.08361762762069702, 0.04341501742601395, 0.004360375460237265, 0.10757462680339813, -0.04998958110809326]], "network.0.bias": [-0.019449779763817787, 0.020706096664071083, 0.028948752209544182, -0.005252180155366659, 0.03216804191470146], "network.10.weight": [[-0.05981951951980591, -0.09863468259572983, -0.026616716757416725, 0.14916446805000305, 0.02962634712457657]], "network.10.bias": [0.010272693820297718], "network.2.weight": [[0.21438340842723846, -0.10620906949043274, 0.03854499012231827, -0.1578284651041031, -0.10380419343709946], [0.19594082236289978, 0.044541485607624054, 0.01123774517327547, 0.17538093030452728, -0.09330084919929504], [-0.17368488013744354, -0.035106923431158066, 0.018228283151984215, 0.08524242043495178, 0.05114363878965378], [0.1353502869606018, -0.08486944437026978, 0.027569668367505074, -0.15963321924209595, -0.0069448319263756275], [0.04587101563811302, 0.03675513714551926, -0.00023897230857983232, 0.09986040741205215, -0.11238105595111847]], "network.2.bias": [-0.029489703476428986, 0.015788553282618523, 0.0036764456890523434, 0.013886665925383568, 0.014061917550861835], "network.4.weight": [[-0.1476975679397583, -0.012426824308931828, 0.0038417784962803125, 0.02658727578818798, 0.060558855533599854], [0.08227463066577911, -0.04530077055096626, 0.00653311749920249, -0.1334477961063385, -0.033687010407447815], [0.05836505442857742, -0.019403845071792603, 0.014100310392677784, 0.07797117531299591, -0.07774278521537781], [-0.13998010754585266, -0.021917670965194702, 0.012027140706777573, 0.03574766591191292, 0.036797963082790375], [0.09665581583976746, -0.05938241630792618, 0.009173774160444736, -0.14235079288482666, -0.06811849772930145]], "network.4.bias": [0.013426114805042744, -0.0029776745941489935, -0.0011113346554338932, 0.006996673997491598, 0.010511128231883049], "network.6.weight": [[0.06987209618091583, 0.0298859104514122, 0.008839619345963001, 0.07163382321596146, -0.06483413279056549], [-0.08703656494617462, -0.0516149066388607, 0.0010417646262794733, 0.03853658586740494, 0.03749501705169678], [0.06242739036679268, -0.06390012800693512, 0.02545827627182007, -0.11181817203760147, -0.04969022795557976], [0.05211840942502022, 0.03615499287843704, -0.009165558032691479, 0.0916677862405777, -0.030408963561058044], [-0.11666516214609146, -0.10037090629339218, 0.0058017452247440815, 0.054550234228372574, 0.017838269472122192]], "network.6.bias": [0.0020778155885636806, -0.011994133703410625, -0.01563176140189171, 0.025196382775902748, -0.01354678999632597], "network.8.weight": [[0.0794190764427185, -0.07168461382389069, 0.038488153368234634, -0.1279328465461731, -0.07175439596176147], [0.041867226362228394, 0.04044352471828461, -0.008972573094069958, 0.05692693591117859, -0.0498681403696537], [-0.10371371358633041, -0.054626498371362686, -0.000882385007571429, 0.042207468301057816, 0.026582546532154083], [0.05446454510092735, -0.05230608955025673, 0.03774464875459671, -0.11128082871437073, -0.04681061580777168], [0.034596726298332214, 0.007917485199868679, 0.001437520026229322, 0.07006518542766571, -0.04380398243665695]], "network.8.bias": [-0.011110516265034676, 0.03278211131691933, -0.006111706141382456, -0.0057502626441419125, 0.024680882692337036]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.1327380952380952, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.468944, -0.912725, -0.258206, -0.453513, -0.068294], [1.221166, 0.476646, 0.051784, 0.10913, -0.652642], [0.815638, 0.962888, -0.36573, -0.249424, 0.374031], [0.284319, 0.957684, -0.070521, 0.244174, -0.049159], [-0.026653, -0.525298, 0.552931, 0.433907, -0.1049]], "network.0.bias": [-0.645098, -0.067628, 0.365746, 0.466533, 0.209974], "network.2.weight": [[0.090844, 0.697908, 1.002452, 0.484921, -0.867848], [0.493141, 0.962634, 0.500712, -0.478682, 0.082375], [-0.259109, 0.786257, 0.795975, -0.104263, -0.148886], [0.374309, 0.311414, 0.500163, 0.400967, -0.802915], [0.235475, 0.781966, 1.290987, -0.010206, -0.440852]], "network.2.bias": [-0.282496, 0.128544, 0.173136, 0.185224, 0.587913], "network.4.weight": [[-0.232264, -0.585675, 0.156738, 0.179914, 0.093165], [-0.214747, -0.061236, 0.024538, -0.033576, -0.463211], [0.201246, 0.463477, 0.269598, 0.512112, 0.608326], [-0.056044, 0.293541, -0.40329, -0.074695, -0.261452], [0.949286, 0.382442, 0.755501, 0.849167, 0.887176]], "network.4.bias": [-0.418848, -0.886232, 0.030174, 0.024134, 0.602226], "network.6.weight": [[0.042061, 0.185002, 0.101723, 0.058218, -0.415298], [-0.152826, -0.068642, 0.336162, 0.114883, 1.068416], [0.149121, 0.305318, -0.300536, -0.194167, -0.208564], [0.002087, 0.380713, -0.251274, -0.763674, 0.028888], [0.361031, 0.222131, 0.481513, -0.320344, 0.664966]], "network.6.bias": [-0.027027, 0.399279, -0.534371, 0.205726, -0.489475], "network.8.weight": [[-0.002488, 0.349114, -0.078869, -0.226582, 0.937197], [0.046541, -0.391881, -0.319948, -0.27916, -0.383281], [0.193318, -0.350852, -0.328578, 0.132038, 0.355958], [-0.035868, -0.18154, 0.225323, 0.269655, 0.003588], [0.112777, -0.243489, -0.446382, 0.288466, 0.100901]], "network.8.bias": [-0.342432, -0.061809, -0.132508, -0.256291, -0.21548], "network.10.weight": [[-0.591735, -0.087355, -0.29401, -0.207137, -0.425148]], "network.10.bias": [0.335189]}
|
{"alternating": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8207142857142857, "precision": 0.04790419161676647, "recall": 0.08, "f1": 0.0599250936329588, "tp": 8, "fp": 159, "fn": 92, "tn": 1141, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8107142857142857, "precision": 0.005988023952095809, "recall": 0.01, "f1": 0.00749063670411985, "tp": 1, "fp": 166, "fn": 99, "tn": 1134, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8192857142857143, "precision": 0.041916167664670656, "recall": 0.07, "f1": 0.05243445692883895, "tp": 7, "fp": 160, "fn": 93, "tn": 1140, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8392857142857143, "precision": 0.12574850299401197, "recall": 0.21, "f1": 0.15730337078651685, "tp": 21, "fp": 146, "fn": 79, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8407142857142857, "precision": 0.1317365269461078, "recall": 0.22, "f1": 0.16479400749063672, "tp": 22, "fp": 145, "fn": 78, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8806666666666667, "precision": 0.34509803921568627, "recall": 0.88, "f1": 0.4957746478873239, "tp": 88, "fp": 167, "fn": 12, "tn": 1233, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.8335714285714285, "precision": 0.10179640718562874, "recall": 0.17, "f1": 0.12734082397003746, "tp": 17, "fp": 150, "fn": 83, "tn": 1150, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8278571428571428, "precision": 0.07784431137724551, "recall": 0.13, "f1": 0.09737827715355807, "tp": 13, "fp": 154, "fn": 87, "tn": 1146, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8635714285714285, "precision": 0.2275449101796407, "recall": 0.38, "f1": 0.2846441947565543, "tp": 38, "fp": 129, "fn": 62, "tn": 1171, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8507142857142858, "precision": 0.17365269461077845, "recall": 0.29, "f1": 0.21722846441947566, "tp": 29, "fp": 138, "fn": 71, "tn": 1162, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.825, "precision": 0.0658682634730539, "recall": 0.11, "f1": 0.08239700374531836, "tp": 11, "fp": 156, "fn": 89, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8314251700680272, "macro_precision": 0.09607843137254901, "macro_recall": 0.18214285714285713, "macro_f1": 0.12476506981966708, "micro_accuracy": 0.8316751269035533, "micro_precision": 0.10511129431162407, "micro_recall": 0.18214285714285713, "micro_f1": 0.1332984840564558}}
|
{"network.0.weight": [[0.7824259400367737, 0.21509690582752228, 0.01121524441987276, -0.13748407363891602, -0.27518951892852783], [0.0719078779220581, 0.0611853301525116, 0.05906309559941292, 0.8923521041870117, 0.1808501034975052], [-0.1888628453016281, -0.2887578308582306, -0.16214768588542938, 0.13512584567070007, 0.0287381149828434], [0.9837713241577148, 0.14182481169700623, 0.0022699343971908092, -0.20615947246551514, -0.3025646507740021], [0.18015938997268677, 0.005678477697074413, 0.03477383404970169, 1.0170893669128418, 0.10823188722133636]], "network.0.bias": [-0.16333438456058502, 0.006908246781677008, 0.042629193514585495, -0.15497297048568726, 0.0004988139844499528], "network.10.weight": [[-0.2514513432979584, -0.3278685212135315, -0.1741795837879181, 0.24815067648887634, -0.024971429258584976]], "network.10.bias": [0.05138266831636429], "network.2.weight": [[1.0759267807006836, 0.0248839370906353, -0.01109961699694395, -0.23874875903129578, -0.3220541179180145], [0.3043944239616394, 0.0005759326741099358, 0.0589030459523201, 0.8716148734092712, 0.036334820091724396], [-0.07513846457004547, -0.24490734934806824, -0.10175030678510666, 0.16902118921279907, 0.007404434494674206], [0.6147580146789551, 0.0163721963763237, 0.04175979644060135, 0.00270069413818419, -0.154634028673172], [0.07357446104288101, -0.035608015954494476, 0.06135113164782524, 0.43111786246299744, -0.03415137901902199]], "network.2.bias": [-0.16043172776699066, -0.0016626962460577488, 0.061504464596509933, -0.06686272472143173, 0.03518229350447655], "network.4.weight": [[0.010500673204660416, -0.10210603475570679, -0.051468897610902786, 0.022761482745409012, -0.0147544601932168], [0.35096392035484314, 0.07178423553705215, -0.0006439765566028655, 0.05483558773994446, -0.07808343321084976], [-0.03060310333967209, -0.11266152560710907, 0.15009281039237976, 0.2969319224357605, 0.023677777498960495], [0.05762149393558502, -0.053802452981472015, -0.03206256404519081, -0.030859118327498436, -0.028103232383728027], [0.33020368218421936, 0.04882035776972771, -0.015535632148385048, 0.047536615282297134, -0.0892890989780426]], "network.4.bias": [0.08735117316246033, -0.04003329202532768, -0.01078862976282835, 0.13942968845367432, -0.04084666445851326], "network.6.weight": [[0.00811844039708376, -0.017325282096862793, 0.14969171583652496, 0.17703129351139069, 0.029477890580892563], [0.08569502085447311, -0.02506345510482788, -0.03740816190838814, -0.03332456573843956, 0.006033307872712612], [0.1787191778421402, 0.03253910318017006, 0.01262706983834505, 0.04020322486758232, -0.024000776931643486], [0.019274597987532616, 0.014745461754500866, 0.08587620407342911, 0.20100244879722595, 0.07760285586118698], [-0.027358200401067734, -0.07011177390813828, -0.032823387533426285, 0.03868790715932846, 0.009397043846547604]], "network.6.bias": [-0.010581976734101772, 0.08391422778367996, -0.04622954502701759, 0.01074367668479681, 0.048648569732904434], "network.8.weight": [[0.13995777070522308, 0.0047919549979269505, 0.04105005040764809, -0.01760994642972946, -0.042132217437028885], [0.033525604754686356, 0.043932221829891205, 0.040388792753219604, 0.0688592940568924, 0.05118337646126747], [-0.03499750792980194, -0.0084590595215559, -0.02576570212841034, 0.03503243252635002, 0.019358009099960327], [0.04926016554236412, 0.03723027557134628, 0.07293631136417389, -0.056394487619400024, 0.0012060676235705614], [0.034405991435050964, 0.00520415510982275, 0.014176965691149235, 0.058122891932725906, 0.049960117787122726]], "network.8.bias": [-0.04209863767027855, 0.05757095292210579, 0.02607608400285244, -0.020430024713277817, 0.038279566913843155]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.1327380952380952, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.468944, -0.912725, -0.258206, -0.453513, -0.068294], [1.221166, 0.476646, 0.051784, 0.10913, -0.652642], [0.815638, 0.962888, -0.36573, -0.249424, 0.374031], [0.284319, 0.957684, -0.070521, 0.244174, -0.049159], [-0.026653, -0.525298, 0.552931, 0.433907, -0.1049]], "network.0.bias": [-0.645098, -0.067628, 0.365746, 0.466533, 0.209974], "network.2.weight": [[0.090844, 0.697908, 1.002452, 0.484921, -0.867848], [0.493141, 0.962634, 0.500712, -0.478682, 0.082375], [-0.259109, 0.786257, 0.795975, -0.104263, -0.148886], [0.374309, 0.311414, 0.500163, 0.400967, -0.802915], [0.235475, 0.781966, 1.290987, -0.010206, -0.440852]], "network.2.bias": [-0.282496, 0.128544, 0.173136, 0.185224, 0.587913], "network.4.weight": [[-0.232264, -0.585675, 0.156738, 0.179914, 0.093165], [-0.214747, -0.061236, 0.024538, -0.033576, -0.463211], [0.201246, 0.463477, 0.269598, 0.512112, 0.608326], [-0.056044, 0.293541, -0.40329, -0.074695, -0.261452], [0.949286, 0.382442, 0.755501, 0.849167, 0.887176]], "network.4.bias": [-0.418848, -0.886232, 0.030174, 0.024134, 0.602226], "network.6.weight": [[0.042061, 0.185002, 0.101723, 0.058218, -0.415298], [-0.152826, -0.068642, 0.336162, 0.114883, 1.068416], [0.149121, 0.305318, -0.300536, -0.194167, -0.208564], [0.002087, 0.380713, -0.251274, -0.763674, 0.028888], [0.361031, 0.222131, 0.481513, -0.320344, 0.664966]], "network.6.bias": [-0.027027, 0.399279, -0.534371, 0.205726, -0.489475], "network.8.weight": [[-0.002488, 0.349114, -0.078869, -0.226582, 0.937197], [0.046541, -0.391881, -0.319948, -0.27916, -0.383281], [0.193318, -0.350852, -0.328578, 0.132038, 0.355958], [-0.035868, -0.18154, 0.225323, 0.269655, 0.003588], [0.112777, -0.243489, -0.446382, 0.288466, 0.100901]], "network.8.bias": [-0.342432, -0.061809, -0.132508, -0.256291, -0.21548], "network.10.weight": [[-0.591735, -0.087355, -0.29401, -0.207137, -0.425148]], "network.10.bias": [0.335189]}
|
{"alternating": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8207142857142857, "precision": 0.04790419161676647, "recall": 0.08, "f1": 0.0599250936329588, "tp": 8, "fp": 159, "fn": 92, "tn": 1141, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8107142857142857, "precision": 0.005988023952095809, "recall": 0.01, "f1": 0.00749063670411985, "tp": 1, "fp": 166, "fn": 99, "tn": 1134, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8192857142857143, "precision": 0.041916167664670656, "recall": 0.07, "f1": 0.05243445692883895, "tp": 7, "fp": 160, "fn": 93, "tn": 1140, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8392857142857143, "precision": 0.12574850299401197, "recall": 0.21, "f1": 0.15730337078651685, "tp": 21, "fp": 146, "fn": 79, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8407142857142857, "precision": 0.1317365269461078, "recall": 0.22, "f1": 0.16479400749063672, "tp": 22, "fp": 145, "fn": 78, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8806666666666667, "precision": 0.34509803921568627, "recall": 0.88, "f1": 0.4957746478873239, "tp": 88, "fp": 167, "fn": 12, "tn": 1233, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.8335714285714285, "precision": 0.10179640718562874, "recall": 0.17, "f1": 0.12734082397003746, "tp": 17, "fp": 150, "fn": 83, "tn": 1150, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8278571428571428, "precision": 0.07784431137724551, "recall": 0.13, "f1": 0.09737827715355807, "tp": 13, "fp": 154, "fn": 87, "tn": 1146, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8635714285714285, "precision": 0.2275449101796407, "recall": 0.38, "f1": 0.2846441947565543, "tp": 38, "fp": 129, "fn": 62, "tn": 1171, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8507142857142858, "precision": 0.17365269461077845, "recall": 0.29, "f1": 0.21722846441947566, "tp": 29, "fp": 138, "fn": 71, "tn": 1162, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.825, "precision": 0.0658682634730539, "recall": 0.11, "f1": 0.08239700374531836, "tp": 11, "fp": 156, "fn": 89, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8314251700680272, "macro_precision": 0.09607843137254901, "macro_recall": 0.18214285714285713, "macro_f1": 0.12476506981966708, "micro_accuracy": 0.8316751269035533, "micro_precision": 0.10511129431162407, "micro_recall": 0.18214285714285713, "micro_f1": 0.1332984840564558}}
|
{"network.0.weight": [[-0.04705274850130081, 0.021950621157884598, 0.06436637043952942, 0.1272946000099182, 0.014232668094336987], [-0.03537452593445778, 0.009928262792527676, 0.04972309246659279, -0.06284062564373016, 0.009847398847341537], [0.1250569224357605, 0.02057146653532982, 0.017652207985520363, -0.0063909562304615974, 0.004685490392148495], [-0.05021415650844574, 0.004255678970366716, 0.05894307419657707, 0.10749141126871109, 0.012023362331092358], [0.015534902922809124, 0.007851763628423214, 0.02862725965678692, -0.037633538246154785, -0.008754123002290726]], "network.0.bias": [0.01330469734966755, 0.05790423974394798, 0.03235025331377983, 0.016729002818465233, 0.05879228189587593], "network.10.weight": [[0.11062086373567581, -0.03336567431688309, -0.0028526464011520147, 0.05809669941663742, 0.012782721780240536]], "network.10.bias": [0.04481986537575722], "network.2.weight": [[0.07520423829555511, -0.0484924279153347, 0.05414704978466034, -0.0036617645528167486, -0.04485875740647316], [0.11220884323120117, 0.036134444177150726, 0.07665390521287918, 0.1171235740184784, -0.03678311035037041], [-0.06964249163866043, 0.006211904343217611, 0.027788551524281502, 0.04788929224014282, 0.010345867834985256], [0.10522343218326569, -0.02703019604086876, 0.04303089529275894, -0.0576864629983902, 0.030438894405961037], [0.015626052394509315, 0.005344121716916561, 0.08877148479223251, 0.09188655018806458, -0.059238072484731674]], "network.2.bias": [-0.0029488892760127783, 0.036195553839206696, 0.08898470550775528, 0.015743238851428032, 0.030783439055085182], "network.4.weight": [[-0.051646940410137177, 0.01224647555500269, -0.000768677971791476, 0.008284102194011211, 0.03563770651817322], [0.08055726438760757, 0.010178141295909882, 0.023319678381085396, -0.04118366539478302, -0.020415756851434708], [0.04252384603023529, -0.03419705480337143, 0.0943198874592781, 0.0685378909111023, -0.01834450289607048], [-0.04888034239411354, -0.004817961249500513, 0.00726453447714448, 0.020789941772818565, 0.019084669649600983], [0.08700171858072281, -0.0019107513362541795, 0.031004024669528008, -0.05688149482011795, -0.04124271497130394]], "network.4.bias": [0.09815452247858047, -0.00683381175622344, 0.016505906358361244, 0.08906614780426025, 0.00960875116288662], "network.6.weight": [[0.036140430718660355, 0.01695668324828148, 0.0813649520277977, 0.07844565808773041, -0.01070188358426094], [-0.014962892979383469, -0.029792828485369682, 0.000727998383808881, 0.015880266204476357, 0.027186036109924316], [0.05114831030368805, -0.002817071508616209, 0.046004001051187515, -0.039952270686626434, -0.020471109077334404], [0.023458613082766533, 0.02691209688782692, 0.048453327268362045, 0.0839759036898613, 0.025305071845650673], [-0.04346729815006256, -0.06659796833992004, 0.011450927704572678, 0.017226221039891243, 0.01613835245370865]], "network.6.bias": [0.02576705440878868, 0.048391539603471756, -0.014242099598050117, 0.05254552513360977, 0.04175524786114693], "network.8.weight": [[0.062173668295145035, -0.012690752744674683, 0.05605490505695343, -0.050659336149692535, -0.02900112047791481], [0.00839561503380537, 0.04046522080898285, 0.03982124850153923, 0.03828674927353859, 0.008942468091845512], [-0.039738498628139496, -0.011127474717795849, 0.006416084710508585, 0.01324224378913641, 0.028459038585424423], [0.030348464846611023, 0.005870057735592127, 0.054221250116825104, -0.043478090316057205, -0.0007561181555502117], [0.008307388983666897, 0.01214709971100092, 0.0492890290915966, 0.049167752265930176, 0.016760140657424927]], "network.8.bias": [-0.003978006076067686, 0.051833879202604294, 0.04472387209534645, 0.005081454757601023, 0.04193739965558052]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.1327380952380952, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.468944, -0.912725, -0.258206, -0.453513, -0.068294], [1.221166, 0.476646, 0.051784, 0.10913, -0.652642], [0.815638, 0.962888, -0.36573, -0.249424, 0.374031], [0.284319, 0.957684, -0.070521, 0.244174, -0.049159], [-0.026653, -0.525298, 0.552931, 0.433907, -0.1049]], "network.0.bias": [-0.645098, -0.067628, 0.365746, 0.466533, 0.209974], "network.2.weight": [[0.090844, 0.697908, 1.002452, 0.484921, -0.867848], [0.493141, 0.962634, 0.500712, -0.478682, 0.082375], [-0.259109, 0.786257, 0.795975, -0.104263, -0.148886], [0.374309, 0.311414, 0.500163, 0.400967, -0.802915], [0.235475, 0.781966, 1.290987, -0.010206, -0.440852]], "network.2.bias": [-0.282496, 0.128544, 0.173136, 0.185224, 0.587913], "network.4.weight": [[-0.232264, -0.585675, 0.156738, 0.179914, 0.093165], [-0.214747, -0.061236, 0.024538, -0.033576, -0.463211], [0.201246, 0.463477, 0.269598, 0.512112, 0.608326], [-0.056044, 0.293541, -0.40329, -0.074695, -0.261452], [0.949286, 0.382442, 0.755501, 0.849167, 0.887176]], "network.4.bias": [-0.418848, -0.886232, 0.030174, 0.024134, 0.602226], "network.6.weight": [[0.042061, 0.185002, 0.101723, 0.058218, -0.415298], [-0.152826, -0.068642, 0.336162, 0.114883, 1.068416], [0.149121, 0.305318, -0.300536, -0.194167, -0.208564], [0.002087, 0.380713, -0.251274, -0.763674, 0.028888], [0.361031, 0.222131, 0.481513, -0.320344, 0.664966]], "network.6.bias": [-0.027027, 0.399279, -0.534371, 0.205726, -0.489475], "network.8.weight": [[-0.002488, 0.349114, -0.078869, -0.226582, 0.937197], [0.046541, -0.391881, -0.319948, -0.27916, -0.383281], [0.193318, -0.350852, -0.328578, 0.132038, 0.355958], [-0.035868, -0.18154, 0.225323, 0.269655, 0.003588], [0.112777, -0.243489, -0.446382, 0.288466, 0.100901]], "network.8.bias": [-0.342432, -0.061809, -0.132508, -0.256291, -0.21548], "network.10.weight": [[-0.591735, -0.087355, -0.29401, -0.207137, -0.425148]], "network.10.bias": [0.335189]}
|
{"alternating": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8207142857142857, "precision": 0.04790419161676647, "recall": 0.08, "f1": 0.0599250936329588, "tp": 8, "fp": 159, "fn": 92, "tn": 1141, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8107142857142857, "precision": 0.005988023952095809, "recall": 0.01, "f1": 0.00749063670411985, "tp": 1, "fp": 166, "fn": 99, "tn": 1134, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8192857142857143, "precision": 0.041916167664670656, "recall": 0.07, "f1": 0.05243445692883895, "tp": 7, "fp": 160, "fn": 93, "tn": 1140, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8392857142857143, "precision": 0.12574850299401197, "recall": 0.21, "f1": 0.15730337078651685, "tp": 21, "fp": 146, "fn": 79, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8407142857142857, "precision": 0.1317365269461078, "recall": 0.22, "f1": 0.16479400749063672, "tp": 22, "fp": 145, "fn": 78, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8806666666666667, "precision": 0.34509803921568627, "recall": 0.88, "f1": 0.4957746478873239, "tp": 88, "fp": 167, "fn": 12, "tn": 1233, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.8335714285714285, "precision": 0.10179640718562874, "recall": 0.17, "f1": 0.12734082397003746, "tp": 17, "fp": 150, "fn": 83, "tn": 1150, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8278571428571428, "precision": 0.07784431137724551, "recall": 0.13, "f1": 0.09737827715355807, "tp": 13, "fp": 154, "fn": 87, "tn": 1146, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8635714285714285, "precision": 0.2275449101796407, "recall": 0.38, "f1": 0.2846441947565543, "tp": 38, "fp": 129, "fn": 62, "tn": 1171, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8507142857142858, "precision": 0.17365269461077845, "recall": 0.29, "f1": 0.21722846441947566, "tp": 29, "fp": 138, "fn": 71, "tn": 1162, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.825, "precision": 0.0658682634730539, "recall": 0.11, "f1": 0.08239700374531836, "tp": 11, "fp": 156, "fn": 89, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8314251700680272, "macro_precision": 0.09607843137254901, "macro_recall": 0.18214285714285713, "macro_f1": 0.12476506981966708, "micro_accuracy": 0.8316751269035533, "micro_precision": 0.10511129431162407, "micro_recall": 0.18214285714285713, "micro_f1": 0.1332984840564558}}
|
{"network.0.weight": [[-0.10654804855585098, -0.010103393346071243, -0.0016080276109278202, 0.13438066840171814, 0.05097159370779991], [-0.05497196316719055, -0.003393334336578846, 0.02265975810587406, -0.12660370767116547, -0.022589728236198425], [0.14297935366630554, 0.05459200590848923, 0.02315196581184864, -0.026447666808962822, -0.013343282975256443], [-0.1162123754620552, -0.028814267367124557, -0.010587717406451702, 0.13514193892478943, 0.04713058844208717], [-0.0027645686641335487, -0.015731796622276306, -0.006327579263597727, -0.13021394610404968, -0.037252459675073624]], "network.0.bias": [0.014944823458790779, -0.009085840545594692, -0.0018437529215589166, 0.027468951418995857, -0.012612628750503063], "network.10.weight": [[0.14435499906539917, 0.014659124426543713, 0.02790571190416813, 0.042465709149837494, -0.030760295689105988]], "network.10.bias": [0.0010978629579767585], "network.2.weight": [[-0.10363728553056717, -0.07110793888568878, -0.008529621176421642, 0.06181180477142334, 0.01782388612627983], [0.07453012466430664, -0.011584331281483173, 0.0491638258099556, -0.007913714274764061, -0.05416848510503769], [-0.039633724838495255, 0.04312114790081978, 0.04982835054397583, -0.006351658143103123, -0.027916789054870605], [0.0009249706054106355, -0.042719222605228424, -0.0019370228983461857, -0.04663699120283127, 0.06586282700300217], [-0.04286056011915207, -0.03277376666665077, 0.1343661993741989, -0.00644489424303174, -0.0659627765417099]], "network.2.bias": [0.04261811450123787, -0.018125014379620552, 0.1307683289051056, 0.02694905363023281, -0.025395503267645836], "network.4.weight": [[-0.060948435217142105, 0.04986979439854622, 0.022267820313572884, -0.07614327222108841, 0.004483065567910671], [-0.005654699634760618, 0.009760938584804535, -0.06320556998252869, -0.03425993770360947, 0.03994828090071678], [-0.11526823788881302, -0.0599905326962471, 0.24630522727966309, -0.0059430222027003765, -0.02260555513203144], [-0.06089537963271141, 0.04457269236445427, 0.025761490687727928, -0.10697206854820251, -0.0002839723601937294], [0.01715199090540409, 0.004056201782077551, -0.05968347191810608, -0.06542045623064041, 0.0036298700142651796]], "network.4.bias": [0.1765388399362564, 0.02906077168881893, -0.06429247558116913, 0.23752856254577637, 0.03549093008041382], "network.6.weight": [[-0.08439476042985916, 0.012078954838216305, 0.2268640249967575, 0.01297332625836134, -0.01712842658162117], [-0.02359408140182495, 0.015545758418738842, 0.026602040976285934, -0.07999107241630554, 0.024476662278175354], [-0.0022876388393342495, 0.00448406720533967, -0.02528511732816696, -0.052241843193769455, 0.008017833344638348], [-0.02456783317029476, 0.04081840068101883, 0.1131705790758133, 0.012305703945457935, 0.05903070420026779], [-0.060046471655368805, -0.053229328244924545, 0.028413746505975723, -0.003724672831594944, 0.04049600288271904]], "network.6.bias": [-0.06445850431919098, 0.15832002460956573, 0.010211705230176449, -0.01100777368992567, 0.04403897002339363], "network.8.weight": [[-0.0031519359908998013, 0.01784207858145237, 0.009341330267488956, -0.06997562199831009, -0.02512223832309246], [0.004723857156932354, 0.061410170048475266, 0.02396278642117977, -0.013370768167078495, 0.043903958052396774], [-0.05185643583536148, -0.016557231545448303, 0.01714232750236988, 0.016901958733797073, 0.04260413348674774], [-0.026318291202187538, 0.04067276418209076, 0.026489175856113434, -0.05617984011769295, -0.004947133827954531], [0.01666075736284256, 0.021075855940580368, 0.009050575084984303, -0.020745985209941864, 0.06038273498415947]], "network.8.bias": [0.0014151225332170725, 0.014527278952300549, 0.01373524684458971, 0.014906346797943115, 0.009242621250450611]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.1327380952380952, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.468944, -0.912725, -0.258206, -0.453513, -0.068294], [1.221166, 0.476646, 0.051784, 0.10913, -0.652642], [0.815638, 0.962888, -0.36573, -0.249424, 0.374031], [0.284319, 0.957684, -0.070521, 0.244174, -0.049159], [-0.026653, -0.525298, 0.552931, 0.433907, -0.1049]], "network.0.bias": [-0.645098, -0.067628, 0.365746, 0.466533, 0.209974], "network.2.weight": [[0.090844, 0.697908, 1.002452, 0.484921, -0.867848], [0.493141, 0.962634, 0.500712, -0.478682, 0.082375], [-0.259109, 0.786257, 0.795975, -0.104263, -0.148886], [0.374309, 0.311414, 0.500163, 0.400967, -0.802915], [0.235475, 0.781966, 1.290987, -0.010206, -0.440852]], "network.2.bias": [-0.282496, 0.128544, 0.173136, 0.185224, 0.587913], "network.4.weight": [[-0.232264, -0.585675, 0.156738, 0.179914, 0.093165], [-0.214747, -0.061236, 0.024538, -0.033576, -0.463211], [0.201246, 0.463477, 0.269598, 0.512112, 0.608326], [-0.056044, 0.293541, -0.40329, -0.074695, -0.261452], [0.949286, 0.382442, 0.755501, 0.849167, 0.887176]], "network.4.bias": [-0.418848, -0.886232, 0.030174, 0.024134, 0.602226], "network.6.weight": [[0.042061, 0.185002, 0.101723, 0.058218, -0.415298], [-0.152826, -0.068642, 0.336162, 0.114883, 1.068416], [0.149121, 0.305318, -0.300536, -0.194167, -0.208564], [0.002087, 0.380713, -0.251274, -0.763674, 0.028888], [0.361031, 0.222131, 0.481513, -0.320344, 0.664966]], "network.6.bias": [-0.027027, 0.399279, -0.534371, 0.205726, -0.489475], "network.8.weight": [[-0.002488, 0.349114, -0.078869, -0.226582, 0.937197], [0.046541, -0.391881, -0.319948, -0.27916, -0.383281], [0.193318, -0.350852, -0.328578, 0.132038, 0.355958], [-0.035868, -0.18154, 0.225323, 0.269655, 0.003588], [0.112777, -0.243489, -0.446382, 0.288466, 0.100901]], "network.8.bias": [-0.342432, -0.061809, -0.132508, -0.256291, -0.21548], "network.10.weight": [[-0.591735, -0.087355, -0.29401, -0.207137, -0.425148]], "network.10.bias": [0.335189]}
|
{"alternating": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8207142857142857, "precision": 0.04790419161676647, "recall": 0.08, "f1": 0.0599250936329588, "tp": 8, "fp": 159, "fn": 92, "tn": 1141, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8107142857142857, "precision": 0.005988023952095809, "recall": 0.01, "f1": 0.00749063670411985, "tp": 1, "fp": 166, "fn": 99, "tn": 1134, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8192857142857143, "precision": 0.041916167664670656, "recall": 0.07, "f1": 0.05243445692883895, "tp": 7, "fp": 160, "fn": 93, "tn": 1140, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8392857142857143, "precision": 0.12574850299401197, "recall": 0.21, "f1": 0.15730337078651685, "tp": 21, "fp": 146, "fn": 79, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8407142857142857, "precision": 0.1317365269461078, "recall": 0.22, "f1": 0.16479400749063672, "tp": 22, "fp": 145, "fn": 78, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8806666666666667, "precision": 0.34509803921568627, "recall": 0.88, "f1": 0.4957746478873239, "tp": 88, "fp": 167, "fn": 12, "tn": 1233, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.8335714285714285, "precision": 0.10179640718562874, "recall": 0.17, "f1": 0.12734082397003746, "tp": 17, "fp": 150, "fn": 83, "tn": 1150, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8278571428571428, "precision": 0.07784431137724551, "recall": 0.13, "f1": 0.09737827715355807, "tp": 13, "fp": 154, "fn": 87, "tn": 1146, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8635714285714285, "precision": 0.2275449101796407, "recall": 0.38, "f1": 0.2846441947565543, "tp": 38, "fp": 129, "fn": 62, "tn": 1171, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8507142857142858, "precision": 0.17365269461077845, "recall": 0.29, "f1": 0.21722846441947566, "tp": 29, "fp": 138, "fn": 71, "tn": 1162, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.825, "precision": 0.0658682634730539, "recall": 0.11, "f1": 0.08239700374531836, "tp": 11, "fp": 156, "fn": 89, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8314251700680272, "macro_precision": 0.09607843137254901, "macro_recall": 0.18214285714285713, "macro_f1": 0.12476506981966708, "micro_accuracy": 0.8316751269035533, "micro_precision": 0.10511129431162407, "micro_recall": 0.18214285714285713, "micro_f1": 0.1332984840564558}}
|
{"network.0.weight": [[0.010970714502036572, 0.029190946370363235, 0.010171876288950443, 0.03892291337251663, -0.007920232601463795], [-0.08055863529443741, 0.003152179531753063, 0.04003908485174179, -0.0036981008015573025, 0.020759057253599167], [0.041347797960042953, -0.004614975769072771, 0.018402161076664925, -0.04845116659998894, -0.004427948035299778], [-0.005402663256973028, 0.01036788895726204, 0.008749713189899921, 0.027272971346974373, -0.011295308358967304], [-0.021738944575190544, -0.006760158576071262, 0.005889182444661856, -0.011123702861368656, 0.000191416940651834]], "network.0.bias": [0.006734839174896479, 0.004767445381730795, 0.013059181161224842, 0.025012968108057976, 0.010917567647993565], "network.10.weight": [[0.01721307449042797, -0.05028122663497925, 0.025050820782780647, 0.02238515205681324, -0.027566663920879364]], "network.10.bias": [0.018570056185126305], "network.2.weight": [[0.01116105541586876, -0.04351962357759476, 0.01985219120979309, -0.06371642649173737, -0.044394951313734055], [0.05210404098033905, -0.0032229693606495857, 0.04885503277182579, 0.01786746457219124, -0.028935909271240234], [-0.09098967909812927, 0.005857157986611128, 0.04703273996710777, -0.026544323191046715, 0.018726896494627], [0.007157064974308014, -0.018239453434944153, 0.030220141634345055, -0.08503276109695435, 0.028988132253289223], [-0.056469548493623734, 0.013672239147126675, 0.05987033620476723, -0.005240636877715588, -0.04175367206335068]], "network.2.bias": [0.0364825613796711, 0.01415728684514761, 0.060989078134298325, 0.02550322376191616, 0.015699585899710655], "network.4.weight": [[-0.09483954310417175, 0.01996132731437683, 0.01800086908042431, -0.07667205482721329, 0.04185210168361664], [-0.03140861913561821, 0.03375266119837761, -0.006731117609888315, -0.09426439553499222, 0.011523562483489513], [-0.08185027539730072, -0.02927064523100853, 0.10937462002038956, -0.03246373310685158, -0.003799624275416136], [-0.10434965789318085, 0.022080719470977783, 0.026825828477740288, -0.08276985585689545, 0.02851281315088272], [-0.034708861261606216, 0.01922275684773922, 0.007873163558542728, -0.11373859643936157, -0.014054601080715656]], "network.4.bias": [0.0785178542137146, 0.02765764854848385, -0.006339613813906908, 0.09692758321762085, 0.039666883647441864], "network.6.weight": [[-0.04973504692316055, 0.029399394989013672, 0.07593046128749847, -0.028336141258478165, 0.008641518652439117], [-0.06697741895914078, -0.008543931879103184, 0.02570718340575695, -0.05259275808930397, 0.03999863937497139], [-0.04002911597490311, 0.01928047277033329, 0.030956462025642395, -0.08087409287691116, -0.012156856246292591], [-0.02386302314698696, 0.03830218315124512, 0.01977231167256832, -0.03093297779560089, 0.06404642015695572], [-0.09149031341075897, -0.060079850256443024, 0.03984455391764641, -0.020934922620654106, 0.02147672325372696]], "network.6.bias": [0.004288531374186277, 0.029470501467585564, 0.010430259630084038, 0.04096556827425957, -0.006144548300653696], "network.8.weight": [[-0.035572681576013565, 0.017040293663740158, 0.04862038418650627, -0.09006661921739578, -0.027407612651586533], [-0.02175275795161724, 0.04895614832639694, -0.010836097411811352, -0.04170457646250725, 0.04776252433657646], [-0.06634043902158737, -0.025493929162621498, 0.022858213633298874, -0.01182567048817873, 0.02831072360277176], [-0.05182972177863121, 0.04387349262833595, 0.05704888701438904, -0.06671158224344254, -0.01183602586388588], [-0.014700566418468952, 0.012092669494450092, -0.004235113505274057, -0.049071844667196274, 0.05474086478352547]], "network.8.bias": [0.014164640568196774, 0.05085252225399017, -0.0076873102225363255, 0.01806892640888691, 0.04362029209733009]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.1327380952380952, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.468944, -0.912725, -0.258206, -0.453513, -0.068294], [1.221166, 0.476646, 0.051784, 0.10913, -0.652642], [0.815638, 0.962888, -0.36573, -0.249424, 0.374031], [0.284319, 0.957684, -0.070521, 0.244174, -0.049159], [-0.026653, -0.525298, 0.552931, 0.433907, -0.1049]], "network.0.bias": [-0.645098, -0.067628, 0.365746, 0.466533, 0.209974], "network.2.weight": [[0.090844, 0.697908, 1.002452, 0.484921, -0.867848], [0.493141, 0.962634, 0.500712, -0.478682, 0.082375], [-0.259109, 0.786257, 0.795975, -0.104263, -0.148886], [0.374309, 0.311414, 0.500163, 0.400967, -0.802915], [0.235475, 0.781966, 1.290987, -0.010206, -0.440852]], "network.2.bias": [-0.282496, 0.128544, 0.173136, 0.185224, 0.587913], "network.4.weight": [[-0.232264, -0.585675, 0.156738, 0.179914, 0.093165], [-0.214747, -0.061236, 0.024538, -0.033576, -0.463211], [0.201246, 0.463477, 0.269598, 0.512112, 0.608326], [-0.056044, 0.293541, -0.40329, -0.074695, -0.261452], [0.949286, 0.382442, 0.755501, 0.849167, 0.887176]], "network.4.bias": [-0.418848, -0.886232, 0.030174, 0.024134, 0.602226], "network.6.weight": [[0.042061, 0.185002, 0.101723, 0.058218, -0.415298], [-0.152826, -0.068642, 0.336162, 0.114883, 1.068416], [0.149121, 0.305318, -0.300536, -0.194167, -0.208564], [0.002087, 0.380713, -0.251274, -0.763674, 0.028888], [0.361031, 0.222131, 0.481513, -0.320344, 0.664966]], "network.6.bias": [-0.027027, 0.399279, -0.534371, 0.205726, -0.489475], "network.8.weight": [[-0.002488, 0.349114, -0.078869, -0.226582, 0.937197], [0.046541, -0.391881, -0.319948, -0.27916, -0.383281], [0.193318, -0.350852, -0.328578, 0.132038, 0.355958], [-0.035868, -0.18154, 0.225323, 0.269655, 0.003588], [0.112777, -0.243489, -0.446382, 0.288466, 0.100901]], "network.8.bias": [-0.342432, -0.061809, -0.132508, -0.256291, -0.21548], "network.10.weight": [[-0.591735, -0.087355, -0.29401, -0.207137, -0.425148]], "network.10.bias": [0.335189]}
|
{"alternating": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8207142857142857, "precision": 0.04790419161676647, "recall": 0.08, "f1": 0.0599250936329588, "tp": 8, "fp": 159, "fn": 92, "tn": 1141, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8107142857142857, "precision": 0.005988023952095809, "recall": 0.01, "f1": 0.00749063670411985, "tp": 1, "fp": 166, "fn": 99, "tn": 1134, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8192857142857143, "precision": 0.041916167664670656, "recall": 0.07, "f1": 0.05243445692883895, "tp": 7, "fp": 160, "fn": 93, "tn": 1140, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8392857142857143, "precision": 0.12574850299401197, "recall": 0.21, "f1": 0.15730337078651685, "tp": 21, "fp": 146, "fn": 79, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8407142857142857, "precision": 0.1317365269461078, "recall": 0.22, "f1": 0.16479400749063672, "tp": 22, "fp": 145, "fn": 78, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8806666666666667, "precision": 0.34509803921568627, "recall": 0.88, "f1": 0.4957746478873239, "tp": 88, "fp": 167, "fn": 12, "tn": 1233, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.8335714285714285, "precision": 0.10179640718562874, "recall": 0.17, "f1": 0.12734082397003746, "tp": 17, "fp": 150, "fn": 83, "tn": 1150, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8278571428571428, "precision": 0.07784431137724551, "recall": 0.13, "f1": 0.09737827715355807, "tp": 13, "fp": 154, "fn": 87, "tn": 1146, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8635714285714285, "precision": 0.2275449101796407, "recall": 0.38, "f1": 0.2846441947565543, "tp": 38, "fp": 129, "fn": 62, "tn": 1171, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8507142857142858, "precision": 0.17365269461077845, "recall": 0.29, "f1": 0.21722846441947566, "tp": 29, "fp": 138, "fn": 71, "tn": 1162, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.825, "precision": 0.0658682634730539, "recall": 0.11, "f1": 0.08239700374531836, "tp": 11, "fp": 156, "fn": 89, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8314251700680272, "macro_precision": 0.09607843137254901, "macro_recall": 0.18214285714285713, "macro_f1": 0.12476506981966708, "micro_accuracy": 0.8316751269035533, "micro_precision": 0.10511129431162407, "micro_recall": 0.18214285714285713, "micro_f1": 0.1332984840564558}}
|
{"network.0.weight": [[0.1430022269487381, 0.04464076831936836, 0.015984416007995605, -0.08648810535669327, -0.10912619531154633], [-0.05483561381697655, 0.057057179510593414, 0.08548057079315186, 0.1492871344089508, 0.022762544453144073], [-0.09597554057836533, -0.10272984951734543, -0.030952947214245796, -0.03255363926291466, 0.054542176425457], [0.16177313029766083, -0.000455565401352942, 0.022071316838264465, -0.109671451151371, -0.10713710635900497], [-0.009797406382858753, 0.05251274257898331, 0.017496248707175255, 0.14873433113098145, -0.030970856547355652]], "network.0.bias": [-0.043998513370752335, 0.01408080942928791, 0.05279575660824776, -0.021528251469135284, 0.03259764984250069], "network.10.weight": [[-0.12136863172054291, -0.12935426831245422, -0.032430168241262436, 0.03693797066807747, 0.02523181587457657]], "network.10.bias": [0.012797926552593708], "network.2.weight": [[0.17494657635688782, -0.10066747665405273, 0.04572412744164467, -0.16717630624771118, -0.11360578238964081], [0.06778168678283691, 0.0460047721862793, -0.006682144943624735, 0.09601915627717972, -0.09042752534151077], [-0.11286652833223343, -0.05963875725865364, 0.012828616425395012, -0.017956240102648735, 0.073648601770401], [0.0579853430390358, -0.08699049800634384, 0.03586230427026749, -0.09573964029550552, -0.033249158412218094], [-0.03748641535639763, 0.05645282566547394, -0.03454604372382164, 0.023488910868763924, -0.11245723813772202]], "network.2.bias": [-0.024982944130897522, 0.022437809035182, -0.026000598445534706, 0.0030050959903746843, 0.018498172983527184], "network.4.weight": [[-0.08947866410017014, -0.026759237051010132, -0.007280382793396711, -0.05161083862185478, 0.07455321401357651], [-0.00840283278375864, -0.05308010056614876, 0.009956576861441135, -0.09107805043458939, -0.021752890199422836], [-0.02974518947303295, -0.008779534138739109, -0.030747735872864723, -0.0018533555557951331, -0.08458956331014633], [-0.0864507183432579, -0.016054879873991013, 0.0005044027348048985, -0.04691595956683159, 0.043494053184986115], [-0.0017863208195194602, -0.07003051042556763, 0.015038208104670048, -0.0951283648610115, -0.04026009887456894]], "network.4.bias": [-0.02639850415289402, -0.005921976175159216, 0.0016166619025170803, -0.03391988202929497, 0.002978905336931348], "network.6.weight": [[-0.026652885600924492, 0.029385924339294434, -0.030721420422196388, -0.006095703225582838, -0.07633362710475922], [-0.06573008745908737, -0.02362813800573349, -0.011508235707879066, -0.04180852696299553, 0.026002399623394012], [0.0024829977191984653, -0.07291753590106964, 0.03090745024383068, -0.07922375947237015, -0.025527048856019974], [-0.029473310336470604, 0.022020839154720306, -0.037600766867399216, 0.003716845531016588, -0.042971763759851456], [-0.09822333604097366, -0.06124085187911987, 0.0009307435830123723, -0.03317636623978615, -0.0037649059668183327]], "network.6.bias": [0.012514927424490452, -0.04635731503367424, -0.027661899104714394, 0.035666149109601974, -0.04085898771882057], "network.8.weight": [[0.015074274502694607, -0.08275702595710754, 0.04631369188427925, -0.1065547987818718, -0.04706024006009102], [-0.03511480614542961, 0.01961938664317131, -0.0321272574365139, 0.00849940162152052, -0.05419822409749031], [-0.07894013077020645, -0.034646596759557724, -0.01843048818409443, -0.031896550208330154, 0.0025003692135214806], [0.013588954694569111, -0.05406950041651726, 0.045260075479745865, -0.08921076357364655, -0.03079337254166603], [-0.035679277032613754, -0.015313235111534595, -0.014509300701320171, 0.01753953844308853, -0.05239215865731239]], "network.8.bias": [-0.021432427689433098, 0.04143583029508591, -0.023647958412766457, -0.02179713360965252, 0.028570858761668205]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.1327380952380952, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.468944, -0.912725, -0.258206, -0.453513, -0.068294], [1.221166, 0.476646, 0.051784, 0.10913, -0.652642], [0.815638, 0.962888, -0.36573, -0.249424, 0.374031], [0.284319, 0.957684, -0.070521, 0.244174, -0.049159], [-0.026653, -0.525298, 0.552931, 0.433907, -0.1049]], "network.0.bias": [-0.645098, -0.067628, 0.365746, 0.466533, 0.209974], "network.2.weight": [[0.090844, 0.697908, 1.002452, 0.484921, -0.867848], [0.493141, 0.962634, 0.500712, -0.478682, 0.082375], [-0.259109, 0.786257, 0.795975, -0.104263, -0.148886], [0.374309, 0.311414, 0.500163, 0.400967, -0.802915], [0.235475, 0.781966, 1.290987, -0.010206, -0.440852]], "network.2.bias": [-0.282496, 0.128544, 0.173136, 0.185224, 0.587913], "network.4.weight": [[-0.232264, -0.585675, 0.156738, 0.179914, 0.093165], [-0.214747, -0.061236, 0.024538, -0.033576, -0.463211], [0.201246, 0.463477, 0.269598, 0.512112, 0.608326], [-0.056044, 0.293541, -0.40329, -0.074695, -0.261452], [0.949286, 0.382442, 0.755501, 0.849167, 0.887176]], "network.4.bias": [-0.418848, -0.886232, 0.030174, 0.024134, 0.602226], "network.6.weight": [[0.042061, 0.185002, 0.101723, 0.058218, -0.415298], [-0.152826, -0.068642, 0.336162, 0.114883, 1.068416], [0.149121, 0.305318, -0.300536, -0.194167, -0.208564], [0.002087, 0.380713, -0.251274, -0.763674, 0.028888], [0.361031, 0.222131, 0.481513, -0.320344, 0.664966]], "network.6.bias": [-0.027027, 0.399279, -0.534371, 0.205726, -0.489475], "network.8.weight": [[-0.002488, 0.349114, -0.078869, -0.226582, 0.937197], [0.046541, -0.391881, -0.319948, -0.27916, -0.383281], [0.193318, -0.350852, -0.328578, 0.132038, 0.355958], [-0.035868, -0.18154, 0.225323, 0.269655, 0.003588], [0.112777, -0.243489, -0.446382, 0.288466, 0.100901]], "network.8.bias": [-0.342432, -0.061809, -0.132508, -0.256291, -0.21548], "network.10.weight": [[-0.591735, -0.087355, -0.29401, -0.207137, -0.425148]], "network.10.bias": [0.335189]}
|
{"alternating": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8207142857142857, "precision": 0.04790419161676647, "recall": 0.08, "f1": 0.0599250936329588, "tp": 8, "fp": 159, "fn": 92, "tn": 1141, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8107142857142857, "precision": 0.005988023952095809, "recall": 0.01, "f1": 0.00749063670411985, "tp": 1, "fp": 166, "fn": 99, "tn": 1134, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8192857142857143, "precision": 0.041916167664670656, "recall": 0.07, "f1": 0.05243445692883895, "tp": 7, "fp": 160, "fn": 93, "tn": 1140, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8392857142857143, "precision": 0.12574850299401197, "recall": 0.21, "f1": 0.15730337078651685, "tp": 21, "fp": 146, "fn": 79, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8407142857142857, "precision": 0.1317365269461078, "recall": 0.22, "f1": 0.16479400749063672, "tp": 22, "fp": 145, "fn": 78, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8806666666666667, "precision": 0.34509803921568627, "recall": 0.88, "f1": 0.4957746478873239, "tp": 88, "fp": 167, "fn": 12, "tn": 1233, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.8335714285714285, "precision": 0.10179640718562874, "recall": 0.17, "f1": 0.12734082397003746, "tp": 17, "fp": 150, "fn": 83, "tn": 1150, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8278571428571428, "precision": 0.07784431137724551, "recall": 0.13, "f1": 0.09737827715355807, "tp": 13, "fp": 154, "fn": 87, "tn": 1146, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8635714285714285, "precision": 0.2275449101796407, "recall": 0.38, "f1": 0.2846441947565543, "tp": 38, "fp": 129, "fn": 62, "tn": 1171, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8507142857142858, "precision": 0.17365269461077845, "recall": 0.29, "f1": 0.21722846441947566, "tp": 29, "fp": 138, "fn": 71, "tn": 1162, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.825, "precision": 0.0658682634730539, "recall": 0.11, "f1": 0.08239700374531836, "tp": 11, "fp": 156, "fn": 89, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8314251700680272, "macro_precision": 0.09607843137254901, "macro_recall": 0.18214285714285713, "macro_f1": 0.12476506981966708, "micro_accuracy": 0.8316751269035533, "micro_precision": 0.10511129431162407, "micro_recall": 0.18214285714285713, "micro_f1": 0.1332984840564558}}
|
{"network.0.weight": [[0.4005165100097656, 0.11853887140750885, 0.030467145144939423, -0.09025240689516068, -0.14458948373794556], [-0.009787601418793201, 0.01324381586164236, 0.06500434130430222, 0.5098090171813965, 0.08795636892318726], [-0.14963427186012268, -0.1610465943813324, -0.0022592598106712103, 0.03955865278840065, -0.01666201651096344], [0.5786817669868469, 0.05563550069928169, 0.018881333991885185, -0.16774672269821167, -0.175673246383667], [0.07179772853851318, -0.028210580348968506, 0.021151529625058174, 0.6018145084381104, 0.018174776807427406]], "network.0.bias": [-0.015195129439234734, 0.020925248041749, 0.035164836794137955, 0.004509194288402796, 0.0077961585484445095], "network.10.weight": [[-0.18809440732002258, -0.1938573271036148, -0.02441730909049511, 0.12268351018428802, -0.03747277706861496]], "network.10.bias": [0.047143690288066864], "network.2.weight": [[0.6550232172012329, -0.061087850481271744, -0.008838052861392498, -0.18962186574935913, -0.18256758153438568], [0.16678407788276672, -0.011808534152805805, 0.05934028699994087, 0.37017393112182617, -0.04609299823641777], [-0.04747162014245987, -0.08132132142782211, 0.06067175418138504, 0.031003104522824287, -0.009162557311356068], [0.2134043425321579, -0.049212176352739334, 0.026347411796450615, -0.013002732768654823, -0.018676497042179108], [-0.012709581293165684, -0.033783357590436935, 0.06034202501177788, 0.13079385459423065, -0.08047740161418915]], "network.2.bias": [-0.013128688558936119, -0.0020622634328901768, 0.05211799591779709, 0.05697007104754448, -0.00023652848904021084], "network.4.weight": [[-0.018874824047088623, 0.0030429356265813112, 0.05442462116479874, -0.0428922176361084, -0.0014050612226128578], [0.09854654967784882, 0.00639974744990468, -0.03418964892625809, 0.015079384669661522, 0.0077811251394450665], [-0.07905849814414978, -0.077185720205307, 0.12770919501781464, 0.0760277807712555, -0.033478494733572006], [0.0008769280393607914, 0.017813628539443016, 0.05867436155676842, -0.05977815017104149, -0.008516849018633366], [0.10216967016458511, -0.01038091816008091, -0.034231867641210556, -0.006270177196711302, -0.03611322119832039]], "network.4.bias": [0.08713579177856445, 0.05590835213661194, -0.03837030008435249, 0.11680173128843307, 0.05868798866868019], "network.6.weight": [[-0.04028641805052757, 0.010744373314082623, 0.11797279864549637, 0.050026364624500275, -0.02039375528693199], [0.028290264308452606, 0.0005094439839012921, 0.05008464306592941, -0.049881789833307266, 0.014238684438169003], [0.038958653807640076, -0.022882645949721336, 0.0025621517561376095, -0.006790221203118563, -0.012041405774652958], [-0.009258297272026539, 0.021171115338802338, 0.06151115149259567, 0.05212905630469322, 0.004800994414836168], [-0.041937511414289474, -0.049965716898441315, 0.03605492040514946, -0.020905589684844017, 0.038922019302845]], "network.6.bias": [-0.03309738263487816, 0.06181152164936066, 0.03604613617062569, 0.00897486973553896, 0.032997604459524155], "network.8.weight": [[0.04200282692909241, -0.03954092785716057, 0.02690424956381321, -0.04467787966132164, -0.039514489471912384], [-0.01626136340200901, 0.049413010478019714, 0.042420338839292526, 0.03200441971421242, -0.006995293777436018], [-0.04885634034872055, -0.015557154081761837, 0.03886232152581215, -0.012544550932943821, 0.021047700196504593], [0.015404078178107738, -0.011395355686545372, 0.04700800031423569, -0.06669300049543381, -0.008423621766269207], [-0.01273850817233324, 0.0037230728194117546, 0.03492114320397377, -0.0001728882925817743, -0.0007511578733101487]], "network.8.bias": [0.024594632908701897, 0.033683132380247116, 0.03515702113509178, 0.039977703243494034, 0.02695753239095211]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.1327380952380952, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.468944, -0.912725, -0.258206, -0.453513, -0.068294], [1.221166, 0.476646, 0.051784, 0.10913, -0.652642], [0.815638, 0.962888, -0.36573, -0.249424, 0.374031], [0.284319, 0.957684, -0.070521, 0.244174, -0.049159], [-0.026653, -0.525298, 0.552931, 0.433907, -0.1049]], "network.0.bias": [-0.645098, -0.067628, 0.365746, 0.466533, 0.209974], "network.2.weight": [[0.090844, 0.697908, 1.002452, 0.484921, -0.867848], [0.493141, 0.962634, 0.500712, -0.478682, 0.082375], [-0.259109, 0.786257, 0.795975, -0.104263, -0.148886], [0.374309, 0.311414, 0.500163, 0.400967, -0.802915], [0.235475, 0.781966, 1.290987, -0.010206, -0.440852]], "network.2.bias": [-0.282496, 0.128544, 0.173136, 0.185224, 0.587913], "network.4.weight": [[-0.232264, -0.585675, 0.156738, 0.179914, 0.093165], [-0.214747, -0.061236, 0.024538, -0.033576, -0.463211], [0.201246, 0.463477, 0.269598, 0.512112, 0.608326], [-0.056044, 0.293541, -0.40329, -0.074695, -0.261452], [0.949286, 0.382442, 0.755501, 0.849167, 0.887176]], "network.4.bias": [-0.418848, -0.886232, 0.030174, 0.024134, 0.602226], "network.6.weight": [[0.042061, 0.185002, 0.101723, 0.058218, -0.415298], [-0.152826, -0.068642, 0.336162, 0.114883, 1.068416], [0.149121, 0.305318, -0.300536, -0.194167, -0.208564], [0.002087, 0.380713, -0.251274, -0.763674, 0.028888], [0.361031, 0.222131, 0.481513, -0.320344, 0.664966]], "network.6.bias": [-0.027027, 0.399279, -0.534371, 0.205726, -0.489475], "network.8.weight": [[-0.002488, 0.349114, -0.078869, -0.226582, 0.937197], [0.046541, -0.391881, -0.319948, -0.27916, -0.383281], [0.193318, -0.350852, -0.328578, 0.132038, 0.355958], [-0.035868, -0.18154, 0.225323, 0.269655, 0.003588], [0.112777, -0.243489, -0.446382, 0.288466, 0.100901]], "network.8.bias": [-0.342432, -0.061809, -0.132508, -0.256291, -0.21548], "network.10.weight": [[-0.591735, -0.087355, -0.29401, -0.207137, -0.425148]], "network.10.bias": [0.335189]}
|
{"alternating": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8207142857142857, "precision": 0.04790419161676647, "recall": 0.08, "f1": 0.0599250936329588, "tp": 8, "fp": 159, "fn": 92, "tn": 1141, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8107142857142857, "precision": 0.005988023952095809, "recall": 0.01, "f1": 0.00749063670411985, "tp": 1, "fp": 166, "fn": 99, "tn": 1134, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8192857142857143, "precision": 0.041916167664670656, "recall": 0.07, "f1": 0.05243445692883895, "tp": 7, "fp": 160, "fn": 93, "tn": 1140, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8392857142857143, "precision": 0.12574850299401197, "recall": 0.21, "f1": 0.15730337078651685, "tp": 21, "fp": 146, "fn": 79, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8407142857142857, "precision": 0.1317365269461078, "recall": 0.22, "f1": 0.16479400749063672, "tp": 22, "fp": 145, "fn": 78, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8806666666666667, "precision": 0.34509803921568627, "recall": 0.88, "f1": 0.4957746478873239, "tp": 88, "fp": 167, "fn": 12, "tn": 1233, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.8335714285714285, "precision": 0.10179640718562874, "recall": 0.17, "f1": 0.12734082397003746, "tp": 17, "fp": 150, "fn": 83, "tn": 1150, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8278571428571428, "precision": 0.07784431137724551, "recall": 0.13, "f1": 0.09737827715355807, "tp": 13, "fp": 154, "fn": 87, "tn": 1146, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8635714285714285, "precision": 0.2275449101796407, "recall": 0.38, "f1": 0.2846441947565543, "tp": 38, "fp": 129, "fn": 62, "tn": 1171, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8507142857142858, "precision": 0.17365269461077845, "recall": 0.29, "f1": 0.21722846441947566, "tp": 29, "fp": 138, "fn": 71, "tn": 1162, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.825, "precision": 0.0658682634730539, "recall": 0.11, "f1": 0.08239700374531836, "tp": 11, "fp": 156, "fn": 89, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8314251700680272, "macro_precision": 0.09607843137254901, "macro_recall": 0.18214285714285713, "macro_f1": 0.12476506981966708, "micro_accuracy": 0.8316751269035533, "micro_precision": 0.10511129431162407, "micro_recall": 0.18214285714285713, "micro_f1": 0.1332984840564558}}
|
{"network.0.weight": [[0.2675388753414154, 0.04524579271674156, 0.007622105535119772, -0.04869653284549713, -0.12250085920095444], [-0.007662721909582615, 0.021360114216804504, 0.05346088483929634, 0.29233890771865845, 0.02776983007788658], [-0.06766383349895477, -0.12311755120754242, -0.008606573566794395, 0.028962532058358192, 0.010249159298837185], [0.3356560170650482, 0.004866105038672686, 0.009391014464199543, -0.09300480782985687, -0.13725408911705017], [0.06644175201654434, -0.0012946361675858498, 0.009041023440659046, 0.3535414934158325, -0.01904657483100891]], "network.0.bias": [-0.020191268995404243, 0.005636443849653006, 0.02259923703968525, -0.0032186785247176886, 0.0037196665070950985], "network.10.weight": [[-0.10904455929994583, -0.18019242584705353, -0.013838334009051323, 0.11860790848731995, -0.017344262450933456]], "network.10.bias": [0.02668469212949276], "network.2.weight": [[0.4393298625946045, -0.07638844102621078, 0.0018750852905213833, -0.16387709975242615, -0.18663719296455383], [0.1656521111726761, 0.00541315134614706, 0.037024158984422684, 0.34143537282943726, -0.0547180138528347], [-0.12275495380163193, -0.11418871581554413, 0.02799144573509693, 0.055308327078819275, 0.013953438960015774], [0.26181626319885254, -0.047091782093048096, 0.02411859668791294, -0.1041228249669075, -0.06914972513914108], [0.0026579229161143303, -0.0031475210562348366, 0.033709507435560226, 0.21460860967636108, -0.0727047249674797]], "network.2.bias": [-0.012651665136218071, 0.0032418793998658657, 0.035079989582300186, 0.02247767709195614, 0.005067051853984594], "network.4.weight": [[-0.10292916744947433, -0.061580196022987366, 0.01823665387928486, -0.030133431777358055, 0.028772883117198944], [0.19274930655956268, 0.012743715196847916, -0.02358327805995941, -0.09644108265638351, -0.07841207832098007], [-0.05177498981356621, -0.05053824558854103, 0.08155428618192673, 0.17901214957237244, -0.031122732907533646], [-0.1054530069231987, -0.05853653699159622, 0.030525578185915947, -0.04657117649912834, 0.013514614664018154], [0.2070637196302414, -0.0076457965187728405, -0.027638476341962814, -0.12668971717357635, -0.11314190179109573]], "network.4.bias": [0.0529075525701046, 0.029089702293276787, -0.027745569124817848, 0.07319236546754837, 0.03665019944310188], "network.6.weight": [[-0.009281431324779987, 0.01821717992424965, 0.07214155048131943, 0.1490805298089981, -0.01731383055448532], [-0.07413846254348755, -0.08238615095615387, 0.025969909504055977, -0.03186388686299324, 0.03296763449907303], [0.1343674212694168, -0.018154490739107132, 0.0003285496204625815, -0.1028255894780159, -0.0840379074215889], [0.007164160721004009, 0.03268937021493912, 0.021137645468115807, 0.16112802922725677, 0.024373404681682587], [-0.1316712498664856, -0.13900643587112427, 0.03683503717184067, 0.014887320809066296, 0.030371665954589844]], "network.6.bias": [-0.024591373279690742, 0.024311168119311333, 0.01879425346851349, -0.002874972764402628, 0.005210456904023886], "network.8.weight": [[0.12420538067817688, -0.032095201313495636, 0.013115030713379383, -0.12714052200317383, -0.1026448979973793], [0.010608877055346966, 0.0556684210896492, 0.004391250666230917, 0.0818706825375557, 0.005079200956970453], [-0.10949791222810745, -0.0860055461525917, 0.036671120673418045, 0.009840401820838451, 0.03279060870409012], [0.06296703219413757, -0.0031495275907218456, 0.029479991644620895, -0.11623851209878922, -0.07242020964622498], [0.008110842667520046, 0.019114606082439423, 0.0020637414418160915, 0.07575161755084991, 0.004832409787923098]], "network.8.bias": [0.021966511383652687, 0.019554251804947853, 0.001768310903571546, 0.033045798540115356, 0.01358851045370102]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.1327380952380952, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.468944, -0.912725, -0.258206, -0.453513, -0.068294], [1.221166, 0.476646, 0.051784, 0.10913, -0.652642], [0.815638, 0.962888, -0.36573, -0.249424, 0.374031], [0.284319, 0.957684, -0.070521, 0.244174, -0.049159], [-0.026653, -0.525298, 0.552931, 0.433907, -0.1049]], "network.0.bias": [-0.645098, -0.067628, 0.365746, 0.466533, 0.209974], "network.2.weight": [[0.090844, 0.697908, 1.002452, 0.484921, -0.867848], [0.493141, 0.962634, 0.500712, -0.478682, 0.082375], [-0.259109, 0.786257, 0.795975, -0.104263, -0.148886], [0.374309, 0.311414, 0.500163, 0.400967, -0.802915], [0.235475, 0.781966, 1.290987, -0.010206, -0.440852]], "network.2.bias": [-0.282496, 0.128544, 0.173136, 0.185224, 0.587913], "network.4.weight": [[-0.232264, -0.585675, 0.156738, 0.179914, 0.093165], [-0.214747, -0.061236, 0.024538, -0.033576, -0.463211], [0.201246, 0.463477, 0.269598, 0.512112, 0.608326], [-0.056044, 0.293541, -0.40329, -0.074695, -0.261452], [0.949286, 0.382442, 0.755501, 0.849167, 0.887176]], "network.4.bias": [-0.418848, -0.886232, 0.030174, 0.024134, 0.602226], "network.6.weight": [[0.042061, 0.185002, 0.101723, 0.058218, -0.415298], [-0.152826, -0.068642, 0.336162, 0.114883, 1.068416], [0.149121, 0.305318, -0.300536, -0.194167, -0.208564], [0.002087, 0.380713, -0.251274, -0.763674, 0.028888], [0.361031, 0.222131, 0.481513, -0.320344, 0.664966]], "network.6.bias": [-0.027027, 0.399279, -0.534371, 0.205726, -0.489475], "network.8.weight": [[-0.002488, 0.349114, -0.078869, -0.226582, 0.937197], [0.046541, -0.391881, -0.319948, -0.27916, -0.383281], [0.193318, -0.350852, -0.328578, 0.132038, 0.355958], [-0.035868, -0.18154, 0.225323, 0.269655, 0.003588], [0.112777, -0.243489, -0.446382, 0.288466, 0.100901]], "network.8.bias": [-0.342432, -0.061809, -0.132508, -0.256291, -0.21548], "network.10.weight": [[-0.591735, -0.087355, -0.29401, -0.207137, -0.425148]], "network.10.bias": [0.335189]}
|
{"alternating": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8207142857142857, "precision": 0.04790419161676647, "recall": 0.08, "f1": 0.0599250936329588, "tp": 8, "fp": 159, "fn": 92, "tn": 1141, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8107142857142857, "precision": 0.005988023952095809, "recall": 0.01, "f1": 0.00749063670411985, "tp": 1, "fp": 166, "fn": 99, "tn": 1134, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8192857142857143, "precision": 0.041916167664670656, "recall": 0.07, "f1": 0.05243445692883895, "tp": 7, "fp": 160, "fn": 93, "tn": 1140, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8392857142857143, "precision": 0.12574850299401197, "recall": 0.21, "f1": 0.15730337078651685, "tp": 21, "fp": 146, "fn": 79, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8407142857142857, "precision": 0.1317365269461078, "recall": 0.22, "f1": 0.16479400749063672, "tp": 22, "fp": 145, "fn": 78, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8806666666666667, "precision": 0.34509803921568627, "recall": 0.88, "f1": 0.4957746478873239, "tp": 88, "fp": 167, "fn": 12, "tn": 1233, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.8335714285714285, "precision": 0.10179640718562874, "recall": 0.17, "f1": 0.12734082397003746, "tp": 17, "fp": 150, "fn": 83, "tn": 1150, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8278571428571428, "precision": 0.07784431137724551, "recall": 0.13, "f1": 0.09737827715355807, "tp": 13, "fp": 154, "fn": 87, "tn": 1146, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8635714285714285, "precision": 0.2275449101796407, "recall": 0.38, "f1": 0.2846441947565543, "tp": 38, "fp": 129, "fn": 62, "tn": 1171, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8507142857142858, "precision": 0.17365269461077845, "recall": 0.29, "f1": 0.21722846441947566, "tp": 29, "fp": 138, "fn": 71, "tn": 1162, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.825, "precision": 0.0658682634730539, "recall": 0.11, "f1": 0.08239700374531836, "tp": 11, "fp": 156, "fn": 89, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8314251700680272, "macro_precision": 0.09607843137254901, "macro_recall": 0.18214285714285713, "macro_f1": 0.12476506981966708, "micro_accuracy": 0.8316751269035533, "micro_precision": 0.10511129431162407, "micro_recall": 0.18214285714285713, "micro_f1": 0.1332984840564558}}
|
{"network.0.weight": [[0.03074626438319683, 0.041282039135694504, 0.01729692332446575, 0.01770155131816864, -0.002692919922992587], [-0.057189393788576126, 0.0003134896978735924, 0.04314778000116348, 0.024755602702498436, 0.030690830200910568], [0.01198543794453144, 0.0023113221395760775, 0.01688084751367569, -0.02364097349345684, -0.00669702235609293], [0.02938605286180973, 0.015925753861665726, 0.01815713755786419, -0.009493004530668259, -0.004579682368785143], [0.005910794250667095, -0.010587559081614017, 0.005904742982238531, 0.03253290429711342, -0.0007941756630316377]], "network.0.bias": [0.005583709571510553, 0.014657319523394108, 0.012178351171314716, 0.023597927764058113, 0.017413528636097908], "network.10.weight": [[-0.02057689055800438, -0.04403965547680855, 0.014408104121685028, 0.05506995692849159, -0.02748464047908783]], "network.10.bias": [0.026325372979044914], "network.2.weight": [[0.0815676674246788, -0.04665710777044296, 0.023456988856196404, -0.10229131579399109, -0.036320965737104416], [0.08465108275413513, -0.004991144873201847, 0.04932793229818344, 0.047799766063690186, -0.028715673834085464], [-0.10284636169672012, 0.023867368698120117, 0.04120256379246712, -0.015735255554318428, 0.021902956068515778], [0.023759525269269943, -0.01609889417886734, 0.025624996051192284, -0.09359738975763321, 0.04612147808074951], [-0.04476327821612358, 0.013644910417497158, 0.05583545193076134, 0.003802837338298559, -0.04290502890944481]], "network.2.bias": [0.021522389724850655, 0.011297172866761684, 0.05362682044506073, 0.021491708233952522, 0.010922865010797977], "network.4.weight": [[-0.10130142420530319, 0.03748856857419014, 0.0145601537078619, -0.06255670636892319, 0.041110195219516754], [-0.018915459513664246, 0.02907765842974186, -0.009487004019320011, -0.09498988837003708, 0.029873475432395935], [-0.062901072204113, -0.030946485698223114, 0.0934441089630127, -0.023459896445274353, -0.006676729302853346], [-0.10676436871290207, 0.039916593581438065, 0.02155798301100731, -0.06516711413860321, 0.027318742126226425], [-0.023955395445227623, 0.015591435134410858, 0.005046370904892683, -0.11686959117650986, 0.001953373895958066]], "network.4.bias": [0.07162106782197952, 0.0183264072984457, -0.010397889651358128, 0.07780717313289642, 0.030996384099125862], "network.6.weight": [[-0.027840113267302513, 0.030343368649482727, 0.05116702616214752, -0.0198459941893816, 0.004705884028226137], [-0.0660504475235939, 0.004043578635901213, 0.022323915734887123, -0.03265426680445671, 0.036496907472610474], [-0.03439614176750183, 0.012317057698965073, 0.030816417187452316, -0.08462134003639221, 0.00011482770787551999], [-0.006089148111641407, 0.03533222898840904, 0.0008930614567361772, -0.027718624100089073, 0.05040356144309044], [-0.09609831869602203, -0.04251767694950104, 0.027083229273557663, -0.007165268994867802, 0.021852731704711914]], "network.6.bias": [0.0035662022419273853, 0.006536056753247976, 0.0054682535119354725, 0.03810109570622444, -0.0192390326410532], "network.8.weight": [[-0.031415682286024094, 0.008399478159844875, 0.045148175209760666, -0.09553314000368118, -0.015632137656211853], [-0.009672698564827442, 0.0473022535443306, -0.02008267678320408, -0.03429402783513069, 0.03271401673555374], [-0.07467667013406754, -0.012782980687916279, 0.017480311915278435, -0.0006082478212192655, 0.028186354786157608], [-0.04559126868844032, 0.030041899532079697, 0.05416523665189743, -0.07519524544477463, -0.00038402032805606723], [-0.004958619363605976, 0.009846777655184269, -0.012259754352271557, -0.046584602445364, 0.03878159448504448]], "network.8.bias": [0.006111824419349432, 0.047126661986112595, -0.017712930217385292, 0.013592863455414772, 0.04290355369448662]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.1327380952380952, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.468944, -0.912725, -0.258206, -0.453513, -0.068294], [1.221166, 0.476646, 0.051784, 0.10913, -0.652642], [0.815638, 0.962888, -0.36573, -0.249424, 0.374031], [0.284319, 0.957684, -0.070521, 0.244174, -0.049159], [-0.026653, -0.525298, 0.552931, 0.433907, -0.1049]], "network.0.bias": [-0.645098, -0.067628, 0.365746, 0.466533, 0.209974], "network.2.weight": [[0.090844, 0.697908, 1.002452, 0.484921, -0.867848], [0.493141, 0.962634, 0.500712, -0.478682, 0.082375], [-0.259109, 0.786257, 0.795975, -0.104263, -0.148886], [0.374309, 0.311414, 0.500163, 0.400967, -0.802915], [0.235475, 0.781966, 1.290987, -0.010206, -0.440852]], "network.2.bias": [-0.282496, 0.128544, 0.173136, 0.185224, 0.587913], "network.4.weight": [[-0.232264, -0.585675, 0.156738, 0.179914, 0.093165], [-0.214747, -0.061236, 0.024538, -0.033576, -0.463211], [0.201246, 0.463477, 0.269598, 0.512112, 0.608326], [-0.056044, 0.293541, -0.40329, -0.074695, -0.261452], [0.949286, 0.382442, 0.755501, 0.849167, 0.887176]], "network.4.bias": [-0.418848, -0.886232, 0.030174, 0.024134, 0.602226], "network.6.weight": [[0.042061, 0.185002, 0.101723, 0.058218, -0.415298], [-0.152826, -0.068642, 0.336162, 0.114883, 1.068416], [0.149121, 0.305318, -0.300536, -0.194167, -0.208564], [0.002087, 0.380713, -0.251274, -0.763674, 0.028888], [0.361031, 0.222131, 0.481513, -0.320344, 0.664966]], "network.6.bias": [-0.027027, 0.399279, -0.534371, 0.205726, -0.489475], "network.8.weight": [[-0.002488, 0.349114, -0.078869, -0.226582, 0.937197], [0.046541, -0.391881, -0.319948, -0.27916, -0.383281], [0.193318, -0.350852, -0.328578, 0.132038, 0.355958], [-0.035868, -0.18154, 0.225323, 0.269655, 0.003588], [0.112777, -0.243489, -0.446382, 0.288466, 0.100901]], "network.8.bias": [-0.342432, -0.061809, -0.132508, -0.256291, -0.21548], "network.10.weight": [[-0.591735, -0.087355, -0.29401, -0.207137, -0.425148]], "network.10.bias": [0.335189]}
|
{"alternating": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8207142857142857, "precision": 0.04790419161676647, "recall": 0.08, "f1": 0.0599250936329588, "tp": 8, "fp": 159, "fn": 92, "tn": 1141, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8107142857142857, "precision": 0.005988023952095809, "recall": 0.01, "f1": 0.00749063670411985, "tp": 1, "fp": 166, "fn": 99, "tn": 1134, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8192857142857143, "precision": 0.041916167664670656, "recall": 0.07, "f1": 0.05243445692883895, "tp": 7, "fp": 160, "fn": 93, "tn": 1140, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8392857142857143, "precision": 0.12574850299401197, "recall": 0.21, "f1": 0.15730337078651685, "tp": 21, "fp": 146, "fn": 79, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8407142857142857, "precision": 0.1317365269461078, "recall": 0.22, "f1": 0.16479400749063672, "tp": 22, "fp": 145, "fn": 78, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8806666666666667, "precision": 0.34509803921568627, "recall": 0.88, "f1": 0.4957746478873239, "tp": 88, "fp": 167, "fn": 12, "tn": 1233, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.8335714285714285, "precision": 0.10179640718562874, "recall": 0.17, "f1": 0.12734082397003746, "tp": 17, "fp": 150, "fn": 83, "tn": 1150, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8278571428571428, "precision": 0.07784431137724551, "recall": 0.13, "f1": 0.09737827715355807, "tp": 13, "fp": 154, "fn": 87, "tn": 1146, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8635714285714285, "precision": 0.2275449101796407, "recall": 0.38, "f1": 0.2846441947565543, "tp": 38, "fp": 129, "fn": 62, "tn": 1171, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8507142857142858, "precision": 0.17365269461077845, "recall": 0.29, "f1": 0.21722846441947566, "tp": 29, "fp": 138, "fn": 71, "tn": 1162, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.825, "precision": 0.0658682634730539, "recall": 0.11, "f1": 0.08239700374531836, "tp": 11, "fp": 156, "fn": 89, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8314251700680272, "macro_precision": 0.09607843137254901, "macro_recall": 0.18214285714285713, "macro_f1": 0.12476506981966708, "micro_accuracy": 0.8316751269035533, "micro_precision": 0.10511129431162407, "micro_recall": 0.18214285714285713, "micro_f1": 0.1332984840564558}}
|
{"network.0.weight": [[0.002554854843765497, 0.021678905934095383, 0.05970107391476631, 0.11044485867023468, 0.012131537310779095], [-0.025577722117304802, 0.012720107100903988, 0.054346147924661636, -0.011396934278309345, 0.008724626153707504], [0.10794064402580261, 0.01951589062809944, 0.010549580678343773, 0.004593848250806332, 0.007728598080575466], [-0.00041295343544334173, 0.0020363968797028065, 0.05550738051533699, 0.09310770779848099, 0.012365567497909069], [0.02854504995048046, 0.009998715482652187, 0.029357368126511574, 0.006331537384539843, -0.012190330773591995]], "network.0.bias": [0.004462453071027994, 0.05370553210377693, 0.03529999405145645, 0.009189577773213387, 0.054724376648664474], "network.10.weight": [[0.09989514946937561, -0.034127045422792435, -0.009196845814585686, 0.07790175080299377, 0.013028002344071865]], "network.10.bias": [0.04682285338640213], "network.2.weight": [[0.1300666481256485, -0.053184349089860916, 0.05286120995879173, -0.01773516647517681, -0.046859439462423325], [0.13338609039783478, 0.028105877339839935, 0.08054888248443604, 0.1618286371231079, -0.034456584602594376], [-0.06755118072032928, 0.007072694133967161, 0.018268132582306862, 0.048875559121370316, 0.010613708756864071], [0.1444777399301529, -0.023742590099573135, 0.0423523485660553, -0.053158558905124664, 0.030234668403863907], [0.013396772556006908, 0.002554505132138729, 0.09395825117826462, 0.12685100734233856, -0.057403307408094406]], "network.2.bias": [-0.013902856037020683, 0.03417779505252838, 0.09146275371313095, 0.006217787507921457, 0.029745444655418396], "network.4.weight": [[-0.04658563807606697, 0.014135117642581463, -0.00592850660905242, 0.003940860740840435, 0.03321748971939087], [0.11373545229434967, 0.013906765729188919, 0.02098490111529827, -0.03615118935704231, -0.018974801525473595], [0.04051440954208374, -0.041444651782512665, 0.10733433812856674, 0.09988759458065033, -0.015667781233787537], [-0.04328404366970062, -0.003071623621508479, 0.003728339681401849, 0.02165393717586994, 0.015566802583634853], [0.11822989583015442, 0.004948933143168688, 0.025678064674139023, -0.05028970539569855, -0.04513593763113022]], "network.4.bias": [0.10555345565080643, -0.011253593489527702, 0.014437162317335606, 0.09846103936433792, 0.007616391871124506], "network.6.weight": [[0.0456317737698555, 0.015660908073186874, 0.08989172428846359, 0.10623031854629517, -0.005205090623348951], [-0.006864290218800306, -0.03321042284369469, -0.0014578120317310095, 0.02432476170361042, 0.028949424624443054], [0.07521522790193558, 0.0025780503638088703, 0.043622490018606186, -0.03631618618965149, -0.02369648963212967], [0.034929513931274414, 0.02913437783718109, 0.05006685480475426, 0.11254442483186722, 0.033588703721761703], [-0.040314167737960815, -0.07557985186576843, 0.011734533123672009, 0.03227696195244789, 0.01512619387358427]], "network.6.bias": [0.022194448858499527, 0.052240241318941116, -0.01395414024591446, 0.048905957490205765, 0.043574947863817215], "network.8.weight": [[0.08339463174343109, -0.0057266647927463055, 0.05488673597574234, -0.04793239384889603, -0.03562724217772484], [0.02164294756948948, 0.04178447276353836, 0.03949197009205818, 0.054754588752985, 0.0142613984644413], [-0.038310497999191284, -0.018584847450256348, 0.006637866143137217, 0.027146542444825172, 0.03146372362971306], [0.044703468680381775, 0.010134076699614525, 0.053997647017240524, -0.04199874401092529, -0.006945765111595392], [0.02199762873351574, 0.015393181703984737, 0.04614129289984703, 0.06944838911294937, 0.02191608026623726]], "network.8.bias": [-0.003645542776212096, 0.051833655685186386, 0.04236558824777603, 0.004998011980205774, 0.04191988334059715]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.1327380952380952, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.468944, -0.912725, -0.258206, -0.453513, -0.068294], [1.221166, 0.476646, 0.051784, 0.10913, -0.652642], [0.815638, 0.962888, -0.36573, -0.249424, 0.374031], [0.284319, 0.957684, -0.070521, 0.244174, -0.049159], [-0.026653, -0.525298, 0.552931, 0.433907, -0.1049]], "network.0.bias": [-0.645098, -0.067628, 0.365746, 0.466533, 0.209974], "network.2.weight": [[0.090844, 0.697908, 1.002452, 0.484921, -0.867848], [0.493141, 0.962634, 0.500712, -0.478682, 0.082375], [-0.259109, 0.786257, 0.795975, -0.104263, -0.148886], [0.374309, 0.311414, 0.500163, 0.400967, -0.802915], [0.235475, 0.781966, 1.290987, -0.010206, -0.440852]], "network.2.bias": [-0.282496, 0.128544, 0.173136, 0.185224, 0.587913], "network.4.weight": [[-0.232264, -0.585675, 0.156738, 0.179914, 0.093165], [-0.214747, -0.061236, 0.024538, -0.033576, -0.463211], [0.201246, 0.463477, 0.269598, 0.512112, 0.608326], [-0.056044, 0.293541, -0.40329, -0.074695, -0.261452], [0.949286, 0.382442, 0.755501, 0.849167, 0.887176]], "network.4.bias": [-0.418848, -0.886232, 0.030174, 0.024134, 0.602226], "network.6.weight": [[0.042061, 0.185002, 0.101723, 0.058218, -0.415298], [-0.152826, -0.068642, 0.336162, 0.114883, 1.068416], [0.149121, 0.305318, -0.300536, -0.194167, -0.208564], [0.002087, 0.380713, -0.251274, -0.763674, 0.028888], [0.361031, 0.222131, 0.481513, -0.320344, 0.664966]], "network.6.bias": [-0.027027, 0.399279, -0.534371, 0.205726, -0.489475], "network.8.weight": [[-0.002488, 0.349114, -0.078869, -0.226582, 0.937197], [0.046541, -0.391881, -0.319948, -0.27916, -0.383281], [0.193318, -0.350852, -0.328578, 0.132038, 0.355958], [-0.035868, -0.18154, 0.225323, 0.269655, 0.003588], [0.112777, -0.243489, -0.446382, 0.288466, 0.100901]], "network.8.bias": [-0.342432, -0.061809, -0.132508, -0.256291, -0.21548], "network.10.weight": [[-0.591735, -0.087355, -0.29401, -0.207137, -0.425148]], "network.10.bias": [0.335189]}
|
{"alternating": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8207142857142857, "precision": 0.04790419161676647, "recall": 0.08, "f1": 0.0599250936329588, "tp": 8, "fp": 159, "fn": 92, "tn": 1141, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8107142857142857, "precision": 0.005988023952095809, "recall": 0.01, "f1": 0.00749063670411985, "tp": 1, "fp": 166, "fn": 99, "tn": 1134, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8192857142857143, "precision": 0.041916167664670656, "recall": 0.07, "f1": 0.05243445692883895, "tp": 7, "fp": 160, "fn": 93, "tn": 1140, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8392857142857143, "precision": 0.12574850299401197, "recall": 0.21, "f1": 0.15730337078651685, "tp": 21, "fp": 146, "fn": 79, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8407142857142857, "precision": 0.1317365269461078, "recall": 0.22, "f1": 0.16479400749063672, "tp": 22, "fp": 145, "fn": 78, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8806666666666667, "precision": 0.34509803921568627, "recall": 0.88, "f1": 0.4957746478873239, "tp": 88, "fp": 167, "fn": 12, "tn": 1233, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.8335714285714285, "precision": 0.10179640718562874, "recall": 0.17, "f1": 0.12734082397003746, "tp": 17, "fp": 150, "fn": 83, "tn": 1150, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8278571428571428, "precision": 0.07784431137724551, "recall": 0.13, "f1": 0.09737827715355807, "tp": 13, "fp": 154, "fn": 87, "tn": 1146, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8635714285714285, "precision": 0.2275449101796407, "recall": 0.38, "f1": 0.2846441947565543, "tp": 38, "fp": 129, "fn": 62, "tn": 1171, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8507142857142858, "precision": 0.17365269461077845, "recall": 0.29, "f1": 0.21722846441947566, "tp": 29, "fp": 138, "fn": 71, "tn": 1162, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.825, "precision": 0.0658682634730539, "recall": 0.11, "f1": 0.08239700374531836, "tp": 11, "fp": 156, "fn": 89, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8314251700680272, "macro_precision": 0.09607843137254901, "macro_recall": 0.18214285714285713, "macro_f1": 0.12476506981966708, "micro_accuracy": 0.8316751269035533, "micro_precision": 0.10511129431162407, "micro_recall": 0.18214285714285713, "micro_f1": 0.1332984840564558}}
|
{"network.0.weight": [[0.36943137645721436, 0.08467435836791992, 0.008579754270613194, -0.12387122213840485, -0.12762729823589325], [-0.0012119609164074063, 0.011274746619164944, 0.05205119773745537, 0.40284425020217896, 0.06700371205806732], [-0.14753328263759613, -0.12926727533340454, -0.02179204486310482, 0.029459768906235695, -0.0012824470177292824], [0.43568190932273865, 0.04819687455892563, 0.01191770937293768, -0.1594809889793396, -0.14018109440803528], [0.053265560418367386, -0.007158596999943256, 0.005637002643197775, 0.4498864710330963, 0.02349027618765831]], "network.0.bias": [-0.03139583766460419, 0.005804841872304678, 0.025824828073382378, -0.016818011179566383, 0.011495244689285755], "network.10.weight": [[-0.17714352905750275, -0.1781730204820633, -0.026086950674653053, 0.0978316217660904, -0.023450426757335663]], "network.10.bias": [0.021538151428103447], "network.2.weight": [[0.5032501220703125, -0.03611430898308754, 0.008503098972141743, -0.21083411574363708, -0.17389732599258423], [0.1337330937385559, 0.0043783364817500114, 0.0280360896140337, 0.35526326298713684, -0.009861622005701065], [-0.13622038066387177, -0.09809132665395737, 0.022518465295433998, 0.019152676686644554, 0.02431385964155197], [0.26507461071014404, -0.003250550013035536, 0.031586796045303345, -0.11321037262678146, -0.05842968076467514], [-0.022860491648316383, 0.006403028033673763, 0.016660640016198158, 0.20408155024051666, -0.03577584773302078]], "network.2.bias": [-0.021572483703494072, 0.007672952022403479, 0.019867243245244026, 0.0169255118817091, 0.02074653096497059], "network.4.weight": [[-0.11396883428096771, -0.04832722246646881, 0.015773804858326912, -0.04600564017891884, 0.03147616237401962], [0.15777795016765594, 0.04274884983897209, 0.0031103030778467655, -0.10636097937822342, -0.056346360594034195], [-0.06171374022960663, -0.05522511526942253, 0.043087005615234375, 0.13733290135860443, 0.00019240414258092642], [-0.11285283416509628, -0.036684103310108185, 0.03124895505607128, -0.058406151831150055, 0.008201069198548794], [0.14800222218036652, 0.020240169018507004, 0.0024063591845333576, -0.13504105806350708, -0.0815911516547203]], "network.4.bias": [0.0278924647718668, 0.026296790689229965, -0.0009026653715409338, 0.03400396928191185, 0.03888674080371857], "network.6.weight": [[-0.026110684499144554, 0.007934472523629665, 0.035244252532720566, 0.09814710170030594, 0.009260982275009155], [-0.08359663933515549, -0.0541367381811142, 0.03364833816885948, -0.043570615351200104, 0.02208118885755539], [0.08120599389076233, 0.0041780308820307255, 0.026127908378839493, -0.11511903256177902, -0.05371890217065811], [-0.011057366617023945, 0.023630287498235703, -0.006774867419153452, 0.10169926285743713, 0.04143941029906273], [-0.1511523425579071, -0.10412079840898514, 0.04281661659479141, -0.0018194961594417691, 0.01757121831178665]], "network.6.bias": [0.005643680226057768, -0.010924088768661022, 0.02794606238603592, 0.024249520152807236, -0.016589330509305], "network.8.weight": [[0.06929861009120941, -0.013589665293693542, 0.036363665014505386, -0.1434824913740158, -0.0722004696726799], [-0.005401850678026676, 0.04603907838463783, -0.014995123259723186, 0.038055676966905594, 0.019065842032432556], [-0.12885750830173492, -0.06160149723291397, 0.04331961274147034, -0.0009087520884349942, 0.025059454143047333], [0.020698070526123047, 0.01029995083808899, 0.05232337489724159, -0.13444848358631134, -0.048739802092313766], [-0.002810896374285221, 0.013689237646758556, -0.016373196616768837, 0.02352399379014969, 0.014888711273670197]], "network.8.bias": [0.03140182048082352, 0.04312460497021675, -0.017326125875115395, 0.039832089096307755, 0.04140704870223999]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.1327380952380952, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.468944, -0.912725, -0.258206, -0.453513, -0.068294], [1.221166, 0.476646, 0.051784, 0.10913, -0.652642], [0.815638, 0.962888, -0.36573, -0.249424, 0.374031], [0.284319, 0.957684, -0.070521, 0.244174, -0.049159], [-0.026653, -0.525298, 0.552931, 0.433907, -0.1049]], "network.0.bias": [-0.645098, -0.067628, 0.365746, 0.466533, 0.209974], "network.2.weight": [[0.090844, 0.697908, 1.002452, 0.484921, -0.867848], [0.493141, 0.962634, 0.500712, -0.478682, 0.082375], [-0.259109, 0.786257, 0.795975, -0.104263, -0.148886], [0.374309, 0.311414, 0.500163, 0.400967, -0.802915], [0.235475, 0.781966, 1.290987, -0.010206, -0.440852]], "network.2.bias": [-0.282496, 0.128544, 0.173136, 0.185224, 0.587913], "network.4.weight": [[-0.232264, -0.585675, 0.156738, 0.179914, 0.093165], [-0.214747, -0.061236, 0.024538, -0.033576, -0.463211], [0.201246, 0.463477, 0.269598, 0.512112, 0.608326], [-0.056044, 0.293541, -0.40329, -0.074695, -0.261452], [0.949286, 0.382442, 0.755501, 0.849167, 0.887176]], "network.4.bias": [-0.418848, -0.886232, 0.030174, 0.024134, 0.602226], "network.6.weight": [[0.042061, 0.185002, 0.101723, 0.058218, -0.415298], [-0.152826, -0.068642, 0.336162, 0.114883, 1.068416], [0.149121, 0.305318, -0.300536, -0.194167, -0.208564], [0.002087, 0.380713, -0.251274, -0.763674, 0.028888], [0.361031, 0.222131, 0.481513, -0.320344, 0.664966]], "network.6.bias": [-0.027027, 0.399279, -0.534371, 0.205726, -0.489475], "network.8.weight": [[-0.002488, 0.349114, -0.078869, -0.226582, 0.937197], [0.046541, -0.391881, -0.319948, -0.27916, -0.383281], [0.193318, -0.350852, -0.328578, 0.132038, 0.355958], [-0.035868, -0.18154, 0.225323, 0.269655, 0.003588], [0.112777, -0.243489, -0.446382, 0.288466, 0.100901]], "network.8.bias": [-0.342432, -0.061809, -0.132508, -0.256291, -0.21548], "network.10.weight": [[-0.591735, -0.087355, -0.29401, -0.207137, -0.425148]], "network.10.bias": [0.335189]}
|
{"alternating": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8207142857142857, "precision": 0.04790419161676647, "recall": 0.08, "f1": 0.0599250936329588, "tp": 8, "fp": 159, "fn": 92, "tn": 1141, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8107142857142857, "precision": 0.005988023952095809, "recall": 0.01, "f1": 0.00749063670411985, "tp": 1, "fp": 166, "fn": 99, "tn": 1134, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8192857142857143, "precision": 0.041916167664670656, "recall": 0.07, "f1": 0.05243445692883895, "tp": 7, "fp": 160, "fn": 93, "tn": 1140, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8392857142857143, "precision": 0.12574850299401197, "recall": 0.21, "f1": 0.15730337078651685, "tp": 21, "fp": 146, "fn": 79, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8407142857142857, "precision": 0.1317365269461078, "recall": 0.22, "f1": 0.16479400749063672, "tp": 22, "fp": 145, "fn": 78, "tn": 1155, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8806666666666667, "precision": 0.34509803921568627, "recall": 0.88, "f1": 0.4957746478873239, "tp": 88, "fp": 167, "fn": 12, "tn": 1233, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.8335714285714285, "precision": 0.10179640718562874, "recall": 0.17, "f1": 0.12734082397003746, "tp": 17, "fp": 150, "fn": 83, "tn": 1150, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8278571428571428, "precision": 0.07784431137724551, "recall": 0.13, "f1": 0.09737827715355807, "tp": 13, "fp": 154, "fn": 87, "tn": 1146, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8635714285714285, "precision": 0.2275449101796407, "recall": 0.38, "f1": 0.2846441947565543, "tp": 38, "fp": 129, "fn": 62, "tn": 1171, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8092857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 167, "fn": 100, "tn": 1133, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.8507142857142858, "precision": 0.17365269461077845, "recall": 0.29, "f1": 0.21722846441947566, "tp": 29, "fp": 138, "fn": 71, "tn": 1162, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.825, "precision": 0.0658682634730539, "recall": 0.11, "f1": 0.08239700374531836, "tp": 11, "fp": 156, "fn": 89, "tn": 1144, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8314251700680272, "macro_precision": 0.09607843137254901, "macro_recall": 0.18214285714285713, "macro_f1": 0.12476506981966708, "micro_accuracy": 0.8316751269035533, "micro_precision": 0.10511129431162407, "micro_recall": 0.18214285714285713, "micro_f1": 0.1332984840564558}}
|
{"network.0.weight": [[0.011371399275958538, -0.004409919958561659, -0.009679297916591167, -0.001726055284962058, -0.036305833607912064], [-0.060941487550735474, -0.0011255750432610512, 0.07883454859256744, 0.02026512660086155, -0.011816009879112244], [0.0011933448258787394, -0.03070632740855217, 0.006205244455486536, -0.03877299651503563, -0.009295464493334293], [0.022102775052189827, -0.019428208470344543, -0.0003716782957781106, -0.0031184887047857046, -0.035683661699295044], [-0.01783948950469494, -0.014333122409880161, 0.030451880767941475, 0.01565656252205372, -0.029658690094947815]], "network.0.bias": [-0.001522270729765296, -0.011334042064845562, 0.05025338754057884, 0.0129831712692976, 0.00010214509529760107], "network.10.weight": [[-0.003602765267714858, -0.058362629264593124, 0.010826462879776955, 0.005603748373687267, -0.03117324411869049]], "network.10.bias": [0.0410875603556633], "network.2.weight": [[0.006608337629586458, -0.06726112961769104, 0.013054427690804005, -0.03929821401834488, -0.044471751898527145], [0.017417261376976967, -0.00233639869838953, 0.03874390572309494, -0.014976461417973042, -0.047894034534692764], [-0.018796104937791824, -0.01591361314058304, 0.04808900132775307, -0.030137522146105766, 0.02322116494178772], [-0.017826655879616737, -0.03672514483332634, 0.014809769578278065, -0.013027198612689972, 0.002393207745626569], [-0.03968901187181473, 0.006166777573525906, 0.03643304482102394, -0.027333417907357216, -0.060493141412734985]], "network.2.bias": [0.030245987698435783, -0.0013460316695272923, 0.03799627721309662, 0.027125628665089607, -0.0014197365380823612], "network.4.weight": [[-0.019388269633054733, -0.0029628619085997343, 0.021503744646906853, -0.05769800767302513, 0.028725720942020416], [-0.0539410226047039, 0.00821298360824585, -0.020172471180558205, -0.01237998716533184, -0.004913658369332552], [-0.05877261236310005, -0.04230464622378349, 0.05685753375291824, -0.04941446706652641, -0.026703305542469025], [-0.011450566351413727, 0.0034093514550477266, 0.03314044699072838, -0.059287186712026596, 0.008458062075078487], [-0.056004200130701065, 0.0014246705686673522, -0.013503829948604107, -0.008038245141506195, -0.03426320105791092]], "network.4.bias": [0.04771323502063751, 0.035285089164972305, -0.02128925733268261, 0.04873703047633171, 0.045233871787786484], "network.6.weight": [[-0.04086583852767944, 0.01125448476523161, 0.034347858279943466, -0.039209652692079544, -0.008076336234807968], [0.023073680698871613, -0.030540231615304947, 0.035070352256298065, -0.04452747106552124, 0.015260345302522182], [-0.04251093789935112, -0.0011350220302119851, 0.004746878053992987, 0.016291316598653793, -0.03727855905890465], [-0.023090695962309837, 0.012716866098344326, -8.017808431759477e-05, -0.04634584113955498, 0.03920125961303711], [0.00935426726937294, -0.07488588243722916, 0.03508501499891281, -0.03538231924176216, 0.0061426227912306786]], "network.6.bias": [-0.019252406433224678, -0.005726175848394632, 0.01582937501370907, 0.00830249022692442, -0.004126796964555979], "network.8.weight": [[-0.039020854979753494, -0.002540768589824438, 0.013656104914844036, 0.002314966404810548, -0.05763225629925728], [-0.030293909832835197, 0.02927582338452339, -0.0031795301474630833, -0.03582492843270302, 0.018662860617041588], [0.01655682362616062, -0.05340253934264183, 0.023807307705283165, -0.02339222840964794, 0.01325474213808775], [-0.043971627950668335, 0.01613353192806244, 0.02433627098798752, 0.00919963326305151, -0.042371924966573715], [-0.025582628324627876, -0.0009218687191605568, 0.006131959613412619, -0.051294926553964615, 0.0262148380279541]], "network.8.bias": [0.016296332702040672, 0.015418403781950474, 0.0018459981074556708, 0.019868167117238045, 0.01638946309685707]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.1327380952380952, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.18634, -0.542329, -0.504438, 0.181834, -0.149202], [-0.144187, 0.237648, 0.417986, -0.28762, -0.447378], [-0.03988, 0.319079, 0.26233, -0.406551, 0.808542], [0.705349, -0.268535, -0.168486, 0.042786, 0.429649], [-0.993844, -0.028889, -0.172689, 0.115012, 0.861117], [0.243836, 0.198136, 0.244983, 0.704996, -0.215443], [0.777952, -0.124984, -0.028766, 0.110768, 0.612781]], "network.0.bias": [-0.571336, -0.110341, 0.299337, -0.097642, -0.285191, 0.089108, 0.337023], "network.2.weight": [[0.104766, -0.249714, 0.466232, 0.187558, 0.510151, -0.289724, 0.38602], [-0.230409, 0.006758, 0.355564, 0.499359, 0.741219, -0.035615, 0.544088], [0.359243, 0.54077, 0.033318, -0.130218, -0.267746, 0.353131, -0.223978], [-0.302849, 0.10283, 0.294417, 0.284889, 0.769608, -0.072766, 0.442808], [-0.528929, 0.378196, 0.207289, -0.248355, -0.556019, -0.126741, -0.105495], [-0.603044, 0.367104, 0.021543, -0.239149, -0.11382, -0.211777, -0.634753], [-0.045146, 0.042039, -0.112698, -0.318861, -0.296171, 0.570268, -0.245636]], "network.2.bias": [-0.122383, 0.147871, 0.512333, -0.528169, -0.259106, -0.021748, 0.275106], "network.4.weight": [[0.254489, 0.413695, -0.193073, 0.589145, -0.176409, -0.073284, -0.606891], [0.377245, 0.058276, -0.542246, -0.244542, -0.046123, -0.31749, -0.042716], [-0.092922, -0.41183, 0.048797, 0.159171, -0.513745, 0.22442, 0.019769], [-0.119033, -0.529974, -0.165661, 0.04221, -0.094922, -0.123125, 0.004107], [-0.037031, -0.095909, -0.116, 0.03814, -0.345059, -0.274035, -0.163371], [-0.131087, -0.221672, -0.210449, 0.0642, -0.115046, -0.017955, -0.352553], [0.507787, 0.405021, -0.449097, 0.435832, -0.272065, -0.031712, -0.628737]], "network.4.bias": [-0.203201, -0.14296, -0.23931, -0.016756, -0.551413, -0.333145, -0.084123], "network.6.weight": [[-0.299794, 0.138777, 0.212356, 0.109565, -0.056431, 0.075612, 0.171164], [0.51305, 0.431965, -0.40259, -0.106289, 0.377, 0.145252, 0.713169], [0.039076, 0.285492, -0.008808, 0.014264, 0.271313, 0.197523, -0.150791], [-0.166744, -0.420094, -0.334768, 0.208797, -0.06274, 0.276351, -0.286459], [-0.166961, 0.327724, -0.278047, 0.041895, -0.192189, 0.020432, -0.551886], [0.834246, -0.165704, -0.380761, 0.330915, 0.118208, 0.18306, 0.856166], [0.405731, 0.179628, 0.090932, 0.211333, -0.13457, 0.124549, 0.462085]], "network.6.bias": [-0.372666, -0.140974, 0.498017, -0.223587, -0.168312, -0.068403, -0.396695], "network.8.weight": [[-0.238409, -0.50746, 0.581218, 0.517142, -0.11804, -0.174797, -0.360588]], "network.8.bias": [0.415204]}
|
{"alternating": {"accuracy": 0.6971428571428572, "precision": 0.12325581395348838, "recall": 0.53, "f1": 0.2, "tp": 53, "fp": 377, "fn": 47, "tn": 923, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.6557142857142857, "precision": 0.05581395348837209, "recall": 0.24, "f1": 0.09056603773584905, "tp": 24, "fp": 406, "fn": 76, "tn": 894, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6257142857142857, "precision": 0.0069767441860465115, "recall": 0.03, "f1": 0.011320754716981131, "tp": 3, "fp": 427, "fn": 97, "tn": 873, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7642857142857142, "precision": 0.23255813953488372, "recall": 1.0, "f1": 0.37735849056603776, "tp": 100, "fp": 330, "fn": 0, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7126666666666667, "precision": 0.18714555765595464, "recall": 0.99, "f1": 0.314785373608903, "tp": 99, "fp": 430, "fn": 1, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.6657142857142857, "precision": 0.07209302325581396, "recall": 0.31, "f1": 0.11698113207547171, "tp": 31, "fp": 399, "fn": 69, "tn": 901, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.6214285714285714, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 430, "fn": 100, "tn": 870, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.6728571428571428, "precision": 0.08372093023255814, "recall": 0.36, "f1": 0.13584905660377358, "tp": 36, "fp": 394, "fn": 64, "tn": 906, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.6357142857142857, "precision": 0.023255813953488372, "recall": 0.1, "f1": 0.03773584905660377, "tp": 10, "fp": 420, "fn": 90, "tn": 880, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7585714285714286, "precision": 0.22325581395348837, "recall": 0.96, "f1": 0.3622641509433962, "tp": 96, "fp": 334, "fn": 4, "tn": 966, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.6228571428571429, "precision": 0.002325581395348837, "recall": 0.01, "f1": 0.003773584905660377, "tp": 1, "fp": 429, "fn": 99, "tn": 871, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6371428571428571, "precision": 0.02558139534883721, "recall": 0.11, "f1": 0.04150943396226415, "tp": 11, "fp": 419, "fn": 89, "tn": 881, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.6457142857142857, "precision": 0.03953488372093023, "recall": 0.17, "f1": 0.06415094339622641, "tp": 17, "fp": 413, "fn": 83, "tn": 887, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.6757142857142857, "precision": 0.08837209302325581, "recall": 0.38, "f1": 0.14339622641509434, "tp": 38, "fp": 392, "fn": 62, "tn": 908, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.6708027210884353, "macro_precision": 0.08313498169303332, "macro_recall": 0.37071428571428566, "macro_f1": 0.1356922167133044, "micro_accuracy": 0.6710152284263959, "micro_precision": 0.08481778068311815, "micro_recall": 0.3707142857142857, "micro_f1": 0.13805027264263864}}
|
{"network.0.weight": [[-0.060611288994550705, 0.031163301318883896, 0.013133046217262745, 0.04594150558114052, 0.029952537268400192], [-0.04967841878533363, 0.006535581313073635, 0.04739945009350777, -0.06453193724155426, 0.03852247819304466], [0.038150303065776825, 0.026064720004796982, 0.054037515074014664, -0.047464799135923386, 0.013719058595597744], [-0.0656815767288208, 0.04592442139983177, 0.004225147422403097, 0.04004015773534775, 0.014699871651828289], [-0.04758775234222412, 0.018591679632663727, 0.040339019149541855, -0.08811838924884796, 0.029268216341733932], [0.04776963219046593, -0.0003931417013518512, 0.030925137922167778, -0.026226231828331947, 0.027607209980487823], [-0.08374786376953125, 0.0069517833180725574, -0.005504208151251078, 0.028777137398719788, 0.012100006453692913]], "network.0.bias": [0.06362304091453552, 0.0013595200143754482, 0.045915815979242325, 0.04543119668960571, -0.006700041238218546, 0.04536568745970726, 0.039779819548130035], "network.2.weight": [[-0.0028315456584095955, 0.05297889560461044, 0.05678831413388252, -0.06497371196746826, 0.024331044405698776, -0.015015858225524426, 0.04920545965433121], [0.05915841832756996, -0.037158917635679245, 0.06197742372751236, 0.033181119710206985, -0.07607288658618927, 0.030012819916009903, 0.008489814586937428], [0.026997160166502, 0.03613140061497688, -0.03709163889288902, 0.04155492037534714, 0.024687310680747032, -0.10384616255760193, -0.008326854556798935], [0.06817405670881271, 0.021754633635282516, 0.030909156426787376, -0.028330711647868156, 0.05967555195093155, 0.026586120948195457, -0.11481542140245438], [-0.03207612410187721, 0.08349736779928207, 0.015739258378744125, 0.028784267604351044, -0.014373690821230412, 0.01829025149345398, 0.011858110316097736], [0.009306903928518295, -0.03793394938111305, 0.07291418313980103, 0.026861485093832016, 0.034874994307756424, -0.026918018236756325, 0.049093879759311676], [-0.11395986378192902, 0.023431967943906784, -0.042961616069078445, 0.0725540816783905, 0.013675804249942303, 0.035185765475034714, -0.026266513392329216]], "network.2.bias": [0.02103981003165245, 0.056375376880168915, -0.004135283175855875, 0.026777829974889755, -0.11744701117277145, 0.01459637749940157, 0.05322770029306412], "network.4.weight": [[0.016146739944815636, -0.1181207001209259, -0.014668136835098267, -0.04523526504635811, 0.09841831773519516, 0.019207488745450974, 0.03240112587809563], [0.07696493715047836, -0.001140544773079455, -0.12217642366886139, 6.53270399197936e-05, -0.03428821638226509, 0.07958653569221497, 0.020504791289567947], [-0.016706353053450584, 0.07255057245492935, 0.006022369023412466, -0.12026652693748474, 0.03733067214488983, -0.04280655458569527, 0.07217054814100266], [0.04997684434056282, -0.017787842079997063, 0.018925733864307404, -0.011439706198871136, -0.11282077431678772, 0.01734953187406063, -0.020390333607792854], [0.01919659599661827, 0.02056729793548584, -0.020419860258698463, 0.05170121043920517, 0.01227553654462099, -0.11525742709636688, 0.013902485370635986], [0.09520771354436874, 0.03558582440018654, 0.004050212446600199, -0.010312599129974842, 0.0631232038140297, 0.008597251959145069, -0.11203434318304062], [-0.04563340172171593, 0.07236466556787491, 0.04225587472319603, 0.016648491844534874, -0.0028185369446873665, 0.057022541761398315, 0.006582801695913076]], "network.4.bias": [-0.026657408103346825, 0.021695928648114204, 0.015219452790915966, 0.07716844230890274, -0.03858612850308418, -0.0031792274676263332, -0.10189243406057358], "network.6.weight": [[0.023021718487143517, -0.051979560405015945, 0.06583186239004135, 0.028514321893453598, 0.04879257455468178, 0.0039061037823557854, 0.057938456535339355], [-0.09022588282823563, 0.045029234141111374, -0.04904705658555031, 0.05879665166139603, 0.02220245823264122, 0.06081237271428108, -0.0017861287342384458], [-0.005077975336462259, -0.1065940111875534, 0.03634152561426163, -0.03724430873990059, 0.044378612190485, 0.05015866085886955, 0.05410223826766014], [0.028945449739694595, -0.0008717426680959761, -0.11863245069980621, 0.02504708059132099, -0.03168867155909538, 0.04058533534407616, 0.04783327504992485], [-0.0008982672588899732, 0.019257474690675735, -0.012340704910457134, -0.10666851699352264, -0.013875884935259819, -0.06509336084127426, 0.004946783650666475], [0.019421720877289772, 0.025129342451691628, -0.004527651704847813, -0.010585854761302471, -0.11631394922733307, -0.01275612972676754, -0.05202769115567207], [0.046456173062324524, 0.032697614282369614, 0.026920365169644356, -0.030090168118476868, -0.011447216384112835, -0.12252795696258545, -0.02370121330022812]], "network.6.bias": [-0.004264185670763254, 0.04602796211838722, -0.0008643894689157605, 0.05655631795525551, 0.03613540157675743, -0.027105895802378654, -0.034627463668584824], "network.8.weight": [[-0.03824395686388016, 0.04103585705161095, 0.04984762892127037, 0.013131133280694485, -0.050789978355169296, -0.013912062160670757, -0.10809013247489929]], "network.8.bias": [-0.05716206505894661]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.18634, -0.542329, -0.504438, 0.181834, -0.149202], [-0.144187, 0.237648, 0.417986, -0.28762, -0.447378], [-0.03988, 0.319079, 0.26233, -0.406551, 0.808542], [0.705349, -0.268535, -0.168486, 0.042786, 0.429649], [-0.993844, -0.028889, -0.172689, 0.115012, 0.861117], [0.243836, 0.198136, 0.244983, 0.704996, -0.215443], [0.777952, -0.124984, -0.028766, 0.110768, 0.612781]], "network.0.bias": [-0.571336, -0.110341, 0.299337, -0.097642, -0.285191, 0.089108, 0.337023], "network.2.weight": [[0.104766, -0.249714, 0.466232, 0.187558, 0.510151, -0.289724, 0.38602], [-0.230409, 0.006758, 0.355564, 0.499359, 0.741219, -0.035615, 0.544088], [0.359243, 0.54077, 0.033318, -0.130218, -0.267746, 0.353131, -0.223978], [-0.302849, 0.10283, 0.294417, 0.284889, 0.769608, -0.072766, 0.442808], [-0.528929, 0.378196, 0.207289, -0.248355, -0.556019, -0.126741, -0.105495], [-0.603044, 0.367104, 0.021543, -0.239149, -0.11382, -0.211777, -0.634753], [-0.045146, 0.042039, -0.112698, -0.318861, -0.296171, 0.570268, -0.245636]], "network.2.bias": [-0.122383, 0.147871, 0.512333, -0.528169, -0.259106, -0.021748, 0.275106], "network.4.weight": [[0.254489, 0.413695, -0.193073, 0.589145, -0.176409, -0.073284, -0.606891], [0.377245, 0.058276, -0.542246, -0.244542, -0.046123, -0.31749, -0.042716], [-0.092922, -0.41183, 0.048797, 0.159171, -0.513745, 0.22442, 0.019769], [-0.119033, -0.529974, -0.165661, 0.04221, -0.094922, -0.123125, 0.004107], [-0.037031, -0.095909, -0.116, 0.03814, -0.345059, -0.274035, -0.163371], [-0.131087, -0.221672, -0.210449, 0.0642, -0.115046, -0.017955, -0.352553], [0.507787, 0.405021, -0.449097, 0.435832, -0.272065, -0.031712, -0.628737]], "network.4.bias": [-0.203201, -0.14296, -0.23931, -0.016756, -0.551413, -0.333145, -0.084123], "network.6.weight": [[-0.299794, 0.138777, 0.212356, 0.109565, -0.056431, 0.075612, 0.171164], [0.51305, 0.431965, -0.40259, -0.106289, 0.377, 0.145252, 0.713169], [0.039076, 0.285492, -0.008808, 0.014264, 0.271313, 0.197523, -0.150791], [-0.166744, -0.420094, -0.334768, 0.208797, -0.06274, 0.276351, -0.286459], [-0.166961, 0.327724, -0.278047, 0.041895, -0.192189, 0.020432, -0.551886], [0.834246, -0.165704, -0.380761, 0.330915, 0.118208, 0.18306, 0.856166], [0.405731, 0.179628, 0.090932, 0.211333, -0.13457, 0.124549, 0.462085]], "network.6.bias": [-0.372666, -0.140974, 0.498017, -0.223587, -0.168312, -0.068403, -0.396695], "network.8.weight": [[-0.238409, -0.50746, 0.581218, 0.517142, -0.11804, -0.174797, -0.360588]], "network.8.bias": [0.415204]}
|
{"alternating": {"accuracy": 0.6971428571428572, "precision": 0.12325581395348838, "recall": 0.53, "f1": 0.2, "tp": 53, "fp": 377, "fn": 47, "tn": 923, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.6557142857142857, "precision": 0.05581395348837209, "recall": 0.24, "f1": 0.09056603773584905, "tp": 24, "fp": 406, "fn": 76, "tn": 894, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6257142857142857, "precision": 0.0069767441860465115, "recall": 0.03, "f1": 0.011320754716981131, "tp": 3, "fp": 427, "fn": 97, "tn": 873, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7642857142857142, "precision": 0.23255813953488372, "recall": 1.0, "f1": 0.37735849056603776, "tp": 100, "fp": 330, "fn": 0, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7126666666666667, "precision": 0.18714555765595464, "recall": 0.99, "f1": 0.314785373608903, "tp": 99, "fp": 430, "fn": 1, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.6657142857142857, "precision": 0.07209302325581396, "recall": 0.31, "f1": 0.11698113207547171, "tp": 31, "fp": 399, "fn": 69, "tn": 901, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.6214285714285714, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 430, "fn": 100, "tn": 870, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.6728571428571428, "precision": 0.08372093023255814, "recall": 0.36, "f1": 0.13584905660377358, "tp": 36, "fp": 394, "fn": 64, "tn": 906, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.6357142857142857, "precision": 0.023255813953488372, "recall": 0.1, "f1": 0.03773584905660377, "tp": 10, "fp": 420, "fn": 90, "tn": 880, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7585714285714286, "precision": 0.22325581395348837, "recall": 0.96, "f1": 0.3622641509433962, "tp": 96, "fp": 334, "fn": 4, "tn": 966, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.6228571428571429, "precision": 0.002325581395348837, "recall": 0.01, "f1": 0.003773584905660377, "tp": 1, "fp": 429, "fn": 99, "tn": 871, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6371428571428571, "precision": 0.02558139534883721, "recall": 0.11, "f1": 0.04150943396226415, "tp": 11, "fp": 419, "fn": 89, "tn": 881, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.6457142857142857, "precision": 0.03953488372093023, "recall": 0.17, "f1": 0.06415094339622641, "tp": 17, "fp": 413, "fn": 83, "tn": 887, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.6757142857142857, "precision": 0.08837209302325581, "recall": 0.38, "f1": 0.14339622641509434, "tp": 38, "fp": 392, "fn": 62, "tn": 908, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.6708027210884353, "macro_precision": 0.08313498169303332, "macro_recall": 0.37071428571428566, "macro_f1": 0.1356922167133044, "micro_accuracy": 0.6710152284263959, "micro_precision": 0.08481778068311815, "micro_recall": 0.3707142857142857, "micro_f1": 0.13805027264263864}}
|
{"network.0.weight": [[0.21679800748825073, 0.12525895237922668, 0.03561730310320854, -0.004230781923979521, -0.027888227254152298], [-0.07211083918809891, -0.037548042833805084, -0.019324103370308876, 0.20542211830615997, 0.13051556050777435], [-0.008528858423233032, -0.02863699570298195, -0.005248939152806997, -0.07110117375850677, -0.0315948948264122], [0.1967051476240158, 0.13569004833698273, 0.02785301022231579, -0.00365246064029634, -0.039421144872903824], [-0.07218972593545914, -0.026733778417110443, -0.018970275297760963, 0.16792599856853485, 0.11635702848434448], [-0.0032731068786233664, -0.04939483478665352, -0.02194332517683506, -0.050528157502412796, -0.019247137010097504], [0.15821316838264465, 0.08637171238660812, 0.019666476175189018, -0.01924654096364975, -0.03325499966740608]], "network.0.bias": [-4.512973828241229e-05, 0.024426905438303947, -0.017540642991662025, -0.010298708453774452, 0.016360489651560783, -0.012584860436618328, -0.01023692823946476], "network.2.weight": [[-0.02669101022183895, 0.004995948635041714, 0.0031074038706719875, 0.1520017385482788, 0.10293388366699219, 0.0175319891422987, 0.019187375903129578], [0.01759451813995838, -0.0692266896367073, 0.003981105051934719, -0.013185258023440838, 0.12934215366840363, 0.10392541438341141, 0.04494563862681389], [-0.018568459898233414, -0.002374624600633979, -0.07128355652093887, -0.02115028351545334, -0.020939553156495094, 0.08417405188083649, 0.06147175654768944], [0.030167005956172943, -0.020710784941911697, 0.0007630049367435277, -0.06242099031805992, -0.007895269431173801, -0.01968025602400303, 0.05142622068524361], [0.013887089677155018, 0.04326591640710831, -0.019332993775606155, 0.008100809529423714, -0.05538460612297058, -0.06220518797636032, -0.0368325375020504], [0.06903176009654999, 0.011509490199387074, 0.03440143167972565, -0.007764567155390978, 0.01551465131342411, -0.06297384202480316, -0.029373206198215485], [0.018650894984602928, 0.07651107758283615, 0.01028009969741106, 0.024508241564035416, -0.011321728117763996, 0.01708761416375637, -0.06000437214970589]], "network.2.bias": [-0.024680394679307938, 0.0237446129322052, 0.03552652522921562, 0.09157852083444595, 0.03594643622636795, -0.035760607570409775, -0.027195997536182404], "network.4.weight": [[-0.03819878771901131, 0.0017935658106580377, 0.031949933618307114, 0.006875482853502035, 0.04840495064854622, -0.008760062046349049, 0.015418954193592072], [0.010639182291924953, -0.0536644421517849, -0.013075348921120167, 0.037271369248628616, 0.02069324068725109, 0.024371672421693802, -0.0018372803460806608], [-0.03995153680443764, 0.0031158840283751488, -0.050447192043066025, -0.04363131895661354, 0.07150819152593613, 0.012080577202141285, -0.019254468381404877], [0.029224885627627373, -0.03594042360782623, -0.05202382802963257, -0.08072840422391891, -0.03549107909202576, 0.031183362007141113, 0.0374566875398159], [0.011357239447534084, 7.15668429620564e-05, -0.035460468381643295, -0.011400886811316013, -0.05018019303679466, -0.06130353733897209, 0.04335147514939308], [0.02933436632156372, 0.024276003241539, -0.013137811794877052, -0.026088619604706764, -0.0013669142499566078, -0.049718063324689865, -0.0762302353978157], [0.016433043405413628, 0.008413661271333694, 0.030268222093582153, 5.681358743458986e-06, -0.01721956767141819, -0.0011775391176342964, -0.055270519107580185]], "network.4.bias": [-0.055196698755025864, 0.007028801832348108, 0.02134707197546959, 0.007810930255800486, 0.020058421418070793, 0.020374197512865067, -0.0848172977566719], "network.6.weight": [[0.03712790831923485, 0.010492024011909962, -0.0004969906876794994, 0.016538992524147034, 0.026804650202393532, -0.006294150836765766, 0.01573292165994644], [-0.07784604281187057, 0.05668223276734352, 0.004437936004251242, 0.002643613377586007, 0.010354938916862011, 0.03505009785294533, -0.009089809842407703], [-0.06465080380439758, -0.10224369913339615, 0.04046419635415077, 0.017871728166937828, 0.008780349045991898, 0.033680178225040436, 0.04081664979457855], [0.008018295280635357, -0.0626855120062828, -0.12415340542793274, 0.013115987181663513, 0.022255001589655876, 0.020949706435203552, 0.045255858451128006], [-0.013842706568539143, 0.006734049879014492, -0.07792403548955917, -0.11461971700191498, 0.016972672194242477, 0.010262531228363514, -0.003717988496646285], [-0.00109673454426229, -0.005230453796684742, -0.009393644519150257, -0.07657435536384583, -0.15370237827301025, 0.0035362248308956623, 0.01518325973302126], [0.03952893614768982, 0.023808477446436882, -0.005756602622568607, -0.019391153007745743, -0.08293623477220535, -0.187009796500206, -0.02477620542049408]], "network.6.bias": [-0.06928163766860962, 0.015466204844415188, -0.011238870210945606, 0.04813733324408531, 0.016881998628377914, -0.028820909559726715, 0.01643373630940914], "network.8.weight": [[-0.017948627471923828, 0.04969243332743645, 0.05180684104561806, -0.017642678692936897, -0.022380370646715164, -0.08756232261657715, -0.18071071803569794]], "network.8.bias": [-0.06461676955223083]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.18634, -0.542329, -0.504438, 0.181834, -0.149202], [-0.144187, 0.237648, 0.417986, -0.28762, -0.447378], [-0.03988, 0.319079, 0.26233, -0.406551, 0.808542], [0.705349, -0.268535, -0.168486, 0.042786, 0.429649], [-0.993844, -0.028889, -0.172689, 0.115012, 0.861117], [0.243836, 0.198136, 0.244983, 0.704996, -0.215443], [0.777952, -0.124984, -0.028766, 0.110768, 0.612781]], "network.0.bias": [-0.571336, -0.110341, 0.299337, -0.097642, -0.285191, 0.089108, 0.337023], "network.2.weight": [[0.104766, -0.249714, 0.466232, 0.187558, 0.510151, -0.289724, 0.38602], [-0.230409, 0.006758, 0.355564, 0.499359, 0.741219, -0.035615, 0.544088], [0.359243, 0.54077, 0.033318, -0.130218, -0.267746, 0.353131, -0.223978], [-0.302849, 0.10283, 0.294417, 0.284889, 0.769608, -0.072766, 0.442808], [-0.528929, 0.378196, 0.207289, -0.248355, -0.556019, -0.126741, -0.105495], [-0.603044, 0.367104, 0.021543, -0.239149, -0.11382, -0.211777, -0.634753], [-0.045146, 0.042039, -0.112698, -0.318861, -0.296171, 0.570268, -0.245636]], "network.2.bias": [-0.122383, 0.147871, 0.512333, -0.528169, -0.259106, -0.021748, 0.275106], "network.4.weight": [[0.254489, 0.413695, -0.193073, 0.589145, -0.176409, -0.073284, -0.606891], [0.377245, 0.058276, -0.542246, -0.244542, -0.046123, -0.31749, -0.042716], [-0.092922, -0.41183, 0.048797, 0.159171, -0.513745, 0.22442, 0.019769], [-0.119033, -0.529974, -0.165661, 0.04221, -0.094922, -0.123125, 0.004107], [-0.037031, -0.095909, -0.116, 0.03814, -0.345059, -0.274035, -0.163371], [-0.131087, -0.221672, -0.210449, 0.0642, -0.115046, -0.017955, -0.352553], [0.507787, 0.405021, -0.449097, 0.435832, -0.272065, -0.031712, -0.628737]], "network.4.bias": [-0.203201, -0.14296, -0.23931, -0.016756, -0.551413, -0.333145, -0.084123], "network.6.weight": [[-0.299794, 0.138777, 0.212356, 0.109565, -0.056431, 0.075612, 0.171164], [0.51305, 0.431965, -0.40259, -0.106289, 0.377, 0.145252, 0.713169], [0.039076, 0.285492, -0.008808, 0.014264, 0.271313, 0.197523, -0.150791], [-0.166744, -0.420094, -0.334768, 0.208797, -0.06274, 0.276351, -0.286459], [-0.166961, 0.327724, -0.278047, 0.041895, -0.192189, 0.020432, -0.551886], [0.834246, -0.165704, -0.380761, 0.330915, 0.118208, 0.18306, 0.856166], [0.405731, 0.179628, 0.090932, 0.211333, -0.13457, 0.124549, 0.462085]], "network.6.bias": [-0.372666, -0.140974, 0.498017, -0.223587, -0.168312, -0.068403, -0.396695], "network.8.weight": [[-0.238409, -0.50746, 0.581218, 0.517142, -0.11804, -0.174797, -0.360588]], "network.8.bias": [0.415204]}
|
{"alternating": {"accuracy": 0.6971428571428572, "precision": 0.12325581395348838, "recall": 0.53, "f1": 0.2, "tp": 53, "fp": 377, "fn": 47, "tn": 923, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.6557142857142857, "precision": 0.05581395348837209, "recall": 0.24, "f1": 0.09056603773584905, "tp": 24, "fp": 406, "fn": 76, "tn": 894, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6257142857142857, "precision": 0.0069767441860465115, "recall": 0.03, "f1": 0.011320754716981131, "tp": 3, "fp": 427, "fn": 97, "tn": 873, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7642857142857142, "precision": 0.23255813953488372, "recall": 1.0, "f1": 0.37735849056603776, "tp": 100, "fp": 330, "fn": 0, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7126666666666667, "precision": 0.18714555765595464, "recall": 0.99, "f1": 0.314785373608903, "tp": 99, "fp": 430, "fn": 1, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.6657142857142857, "precision": 0.07209302325581396, "recall": 0.31, "f1": 0.11698113207547171, "tp": 31, "fp": 399, "fn": 69, "tn": 901, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.6214285714285714, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 430, "fn": 100, "tn": 870, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.6728571428571428, "precision": 0.08372093023255814, "recall": 0.36, "f1": 0.13584905660377358, "tp": 36, "fp": 394, "fn": 64, "tn": 906, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.6357142857142857, "precision": 0.023255813953488372, "recall": 0.1, "f1": 0.03773584905660377, "tp": 10, "fp": 420, "fn": 90, "tn": 880, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7585714285714286, "precision": 0.22325581395348837, "recall": 0.96, "f1": 0.3622641509433962, "tp": 96, "fp": 334, "fn": 4, "tn": 966, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.6228571428571429, "precision": 0.002325581395348837, "recall": 0.01, "f1": 0.003773584905660377, "tp": 1, "fp": 429, "fn": 99, "tn": 871, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6371428571428571, "precision": 0.02558139534883721, "recall": 0.11, "f1": 0.04150943396226415, "tp": 11, "fp": 419, "fn": 89, "tn": 881, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.6457142857142857, "precision": 0.03953488372093023, "recall": 0.17, "f1": 0.06415094339622641, "tp": 17, "fp": 413, "fn": 83, "tn": 887, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.6757142857142857, "precision": 0.08837209302325581, "recall": 0.38, "f1": 0.14339622641509434, "tp": 38, "fp": 392, "fn": 62, "tn": 908, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.6708027210884353, "macro_precision": 0.08313498169303332, "macro_recall": 0.37071428571428566, "macro_f1": 0.1356922167133044, "micro_accuracy": 0.6710152284263959, "micro_precision": 0.08481778068311815, "micro_recall": 0.3707142857142857, "micro_f1": 0.13805027264263864}}
|
{"network.0.weight": [[0.03078209049999714, 0.05473547801375389, 0.06063516065478325, 0.08735208958387375, 0.046155985444784164], [-0.09076544642448425, -0.05888497084379196, 0.017191356047987938, 0.030571894720196724, 0.060854293406009674], [0.07939470559358597, 0.04011857137084007, 0.033076927065849304, -0.08631699532270432, -0.05510803312063217], [0.03218590095639229, 0.06575404852628708, 0.05053813382983208, 0.08169766515493393, 0.02757730707526207], [-0.08536721020936966, -0.05239614099264145, 0.01004906464368105, 0.013276669196784496, 0.04594667628407478], [0.0944938138127327, 0.012257213704288006, 0.013462191447615623, -0.06492879241704941, -0.04519965499639511], [0.01986602135002613, 0.01941557601094246, 0.041541825979948044, 0.07804829627275467, 0.02612074837088585]], "network.0.bias": [0.03920050710439682, 0.04837353155016899, 0.01514244545251131, 0.026783881708979607, 0.03926851972937584, 0.01501948107033968, 0.019480025395751], "network.2.weight": [[-0.041399333626031876, -0.020736314356327057, 0.02735149674117565, 0.04940130189061165, 0.034696873277425766, 0.03175373002886772, 0.09065873175859451], [0.03331214562058449, -0.07179813832044601, -0.014809065498411655, 0.009130236692726612, 0.04728037491440773, 0.03863164037466049, 0.05375223979353905], [0.03571749106049538, 0.007185193244367838, -0.07047366350889206, -0.035268716514110565, 0.005229180213063955, 0.033026788383722305, -0.0016447153175249696], [0.09853898733854294, 0.027554858475923538, -0.001748708775267005, -0.060232289135456085, -0.016143985092639923, 0.008316759951412678, 0.03979163244366646], [0.011321541853249073, 0.11426319181919098, 0.015547524206340313, -0.005740420427173376, -0.0445467084646225, -0.06235956400632858, -0.0012580478796735406], [0.016880903393030167, 0.004921404179185629, 0.10003841668367386, 0.024030383676290512, 0.0014375040773302317, -0.055275678634643555, -0.03212476521730423], [0.05110805109143257, 0.03302956745028496, 0.0001086569027393125, 0.10451490432024002, 0.007202278356999159, 0.003396848449483514, -0.054158616811037064]], "network.2.bias": [0.030990485101938248, 0.09371254593133926, 0.03854837641119957, 0.03366295248270035, 0.041358787566423416, 0.003339459653943777, -0.032397255301475525], "network.4.weight": [[0.009153825230896473, 0.06286461651325226, -0.0069150845520198345, 0.0035980618558824062, 0.11667308956384659, 0.010794821195304394, -2.5340996216982603e-05], [-0.017303593456745148, -0.015132817439734936, 0.059687208384275436, 0.010282214730978012, 0.013558161444962025, 0.10166051238775253, 0.010496112518012524], [-0.042690031230449677, -0.019224010407924652, -0.0038247653283178806, 0.06885434687137604, 0.047968216240406036, 0.005051580723375082, 0.1046111211180687], [0.022619741037487984, -0.046022046357393265, -0.07789314538240433, -0.011622781865298748, 0.07491976767778397, 0.03185766562819481, 0.023773489519953728], [0.007073532324284315, -0.0025503726210445166, -0.049186814576387405, -0.04378466308116913, 0.0027609369717538357, 0.0804084837436676, 0.025429587811231613], [0.10918763279914856, 0.026670869439840317, -0.018148763105273247, -0.0364069938659668, -0.036082521080970764, 0.0003840750432573259, 0.08791391551494598], [0.002823395188897848, 0.08143790811300278, 0.03661074861884117, -0.004529498051851988, -0.023702936246991158, -0.0426919087767601, -0.002037289086729288]], "network.4.bias": [-0.05476069077849388, -0.008581863716244698, 0.00017275969730690122, 0.10425487160682678, 0.010233920998871326, 0.005217571277171373, 0.0911007821559906], "network.6.weight": [[0.03620147705078125, -0.004503431264311075, 0.06707882136106491, 0.025553548708558083, 0.025333188474178314, -0.014975513331592083, -0.04820802062749863], [0.06992270797491074, 0.06868158280849457, -0.002845349255949259, 0.06590671092271805, 0.019032670184969902, 0.0358118899166584, -0.018230890855193138], [-0.007600805256515741, 0.06456261873245239, 0.06026860326528549, 0.0012211925350129604, 0.046974461525678635, 0.0295192189514637, 0.027715181931853294], [-0.058118220418691635, -0.012431259267032146, 0.04637378081679344, 0.04062613099813461, 0.0034280545078217983, 0.046462416648864746, 0.004542795475572348], [-0.00498761422932148, -0.05932582914829254, -0.025215106084942818, 0.032770585268735886, 0.030158724635839462, -0.0218669343739748, -0.017353303730487823], [-0.015869613736867905, -0.022488275542855263, -0.0361822135746479, -0.02305460162460804, 0.008441169746220112, 0.01358027383685112, -0.03298984840512276], [0.053114306181669235, -0.0007524282555095851, -0.006359615363180637, -0.02973347157239914, -0.018812278285622597, -0.023218242451548576, -0.01653164252638817]], "network.6.bias": [-0.005248995963484049, -0.05818544328212738, -0.00860495027154684, 0.041117820888757706, 0.07061094045639038, -0.046686433255672455, -0.05214393511414528], "network.8.weight": [[-0.06715472787618637, 0.0046648732386529446, 0.022991126403212547, 0.0031836731359362602, -0.025702454149723053, -0.00410070875659585, -0.02937060408294201]], "network.8.bias": [-0.06127598509192467]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.18634, -0.542329, -0.504438, 0.181834, -0.149202], [-0.144187, 0.237648, 0.417986, -0.28762, -0.447378], [-0.03988, 0.319079, 0.26233, -0.406551, 0.808542], [0.705349, -0.268535, -0.168486, 0.042786, 0.429649], [-0.993844, -0.028889, -0.172689, 0.115012, 0.861117], [0.243836, 0.198136, 0.244983, 0.704996, -0.215443], [0.777952, -0.124984, -0.028766, 0.110768, 0.612781]], "network.0.bias": [-0.571336, -0.110341, 0.299337, -0.097642, -0.285191, 0.089108, 0.337023], "network.2.weight": [[0.104766, -0.249714, 0.466232, 0.187558, 0.510151, -0.289724, 0.38602], [-0.230409, 0.006758, 0.355564, 0.499359, 0.741219, -0.035615, 0.544088], [0.359243, 0.54077, 0.033318, -0.130218, -0.267746, 0.353131, -0.223978], [-0.302849, 0.10283, 0.294417, 0.284889, 0.769608, -0.072766, 0.442808], [-0.528929, 0.378196, 0.207289, -0.248355, -0.556019, -0.126741, -0.105495], [-0.603044, 0.367104, 0.021543, -0.239149, -0.11382, -0.211777, -0.634753], [-0.045146, 0.042039, -0.112698, -0.318861, -0.296171, 0.570268, -0.245636]], "network.2.bias": [-0.122383, 0.147871, 0.512333, -0.528169, -0.259106, -0.021748, 0.275106], "network.4.weight": [[0.254489, 0.413695, -0.193073, 0.589145, -0.176409, -0.073284, -0.606891], [0.377245, 0.058276, -0.542246, -0.244542, -0.046123, -0.31749, -0.042716], [-0.092922, -0.41183, 0.048797, 0.159171, -0.513745, 0.22442, 0.019769], [-0.119033, -0.529974, -0.165661, 0.04221, -0.094922, -0.123125, 0.004107], [-0.037031, -0.095909, -0.116, 0.03814, -0.345059, -0.274035, -0.163371], [-0.131087, -0.221672, -0.210449, 0.0642, -0.115046, -0.017955, -0.352553], [0.507787, 0.405021, -0.449097, 0.435832, -0.272065, -0.031712, -0.628737]], "network.4.bias": [-0.203201, -0.14296, -0.23931, -0.016756, -0.551413, -0.333145, -0.084123], "network.6.weight": [[-0.299794, 0.138777, 0.212356, 0.109565, -0.056431, 0.075612, 0.171164], [0.51305, 0.431965, -0.40259, -0.106289, 0.377, 0.145252, 0.713169], [0.039076, 0.285492, -0.008808, 0.014264, 0.271313, 0.197523, -0.150791], [-0.166744, -0.420094, -0.334768, 0.208797, -0.06274, 0.276351, -0.286459], [-0.166961, 0.327724, -0.278047, 0.041895, -0.192189, 0.020432, -0.551886], [0.834246, -0.165704, -0.380761, 0.330915, 0.118208, 0.18306, 0.856166], [0.405731, 0.179628, 0.090932, 0.211333, -0.13457, 0.124549, 0.462085]], "network.6.bias": [-0.372666, -0.140974, 0.498017, -0.223587, -0.168312, -0.068403, -0.396695], "network.8.weight": [[-0.238409, -0.50746, 0.581218, 0.517142, -0.11804, -0.174797, -0.360588]], "network.8.bias": [0.415204]}
|
{"alternating": {"accuracy": 0.6971428571428572, "precision": 0.12325581395348838, "recall": 0.53, "f1": 0.2, "tp": 53, "fp": 377, "fn": 47, "tn": 923, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.6557142857142857, "precision": 0.05581395348837209, "recall": 0.24, "f1": 0.09056603773584905, "tp": 24, "fp": 406, "fn": 76, "tn": 894, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6257142857142857, "precision": 0.0069767441860465115, "recall": 0.03, "f1": 0.011320754716981131, "tp": 3, "fp": 427, "fn": 97, "tn": 873, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7642857142857142, "precision": 0.23255813953488372, "recall": 1.0, "f1": 0.37735849056603776, "tp": 100, "fp": 330, "fn": 0, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7126666666666667, "precision": 0.18714555765595464, "recall": 0.99, "f1": 0.314785373608903, "tp": 99, "fp": 430, "fn": 1, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.6657142857142857, "precision": 0.07209302325581396, "recall": 0.31, "f1": 0.11698113207547171, "tp": 31, "fp": 399, "fn": 69, "tn": 901, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.6214285714285714, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 430, "fn": 100, "tn": 870, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.6728571428571428, "precision": 0.08372093023255814, "recall": 0.36, "f1": 0.13584905660377358, "tp": 36, "fp": 394, "fn": 64, "tn": 906, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.6357142857142857, "precision": 0.023255813953488372, "recall": 0.1, "f1": 0.03773584905660377, "tp": 10, "fp": 420, "fn": 90, "tn": 880, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7585714285714286, "precision": 0.22325581395348837, "recall": 0.96, "f1": 0.3622641509433962, "tp": 96, "fp": 334, "fn": 4, "tn": 966, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.6228571428571429, "precision": 0.002325581395348837, "recall": 0.01, "f1": 0.003773584905660377, "tp": 1, "fp": 429, "fn": 99, "tn": 871, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6371428571428571, "precision": 0.02558139534883721, "recall": 0.11, "f1": 0.04150943396226415, "tp": 11, "fp": 419, "fn": 89, "tn": 881, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.6457142857142857, "precision": 0.03953488372093023, "recall": 0.17, "f1": 0.06415094339622641, "tp": 17, "fp": 413, "fn": 83, "tn": 887, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.6757142857142857, "precision": 0.08837209302325581, "recall": 0.38, "f1": 0.14339622641509434, "tp": 38, "fp": 392, "fn": 62, "tn": 908, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.6708027210884353, "macro_precision": 0.08313498169303332, "macro_recall": 0.37071428571428566, "macro_f1": 0.1356922167133044, "micro_accuracy": 0.6710152284263959, "micro_precision": 0.08481778068311815, "micro_recall": 0.3707142857142857, "micro_f1": 0.13805027264263864}}
|
{"network.0.weight": [[-0.06745563447475433, 0.01733310893177986, 0.027818141505122185, 0.025342736393213272, 0.10539717227220535], [-0.059070389717817307, -0.07973194867372513, 0.008727398701012135, -0.06712007522583008, 0.02410169318318367], [0.01861925795674324, 0.10126589983701706, 0.030748756602406502, -0.056948158890008926, -0.07303907722234726], [-0.06546337902545929, 0.030352380126714706, 0.016482410952448845, 0.021116841584444046, 0.08828289806842804], [-0.05672919377684593, -0.0683325007557869, 0.006758911069482565, -0.08634328842163086, 0.011405974626541138], [0.027463600039482117, 0.0758635625243187, 0.008885158225893974, -0.03616289049386978, -0.059123195707798004], [-0.08400782942771912, -0.013249577954411507, 0.005249825771898031, 0.010511770844459534, 0.08810164779424667]], "network.0.bias": [0.03953956067562103, 0.014420014806091785, 0.009908457286655903, 0.02327544428408146, 0.002633256372064352, 0.012868841178715229, 0.016908811405301094], "network.2.weight": [[-0.012940687127411366, -0.03504561632871628, 0.027948444709181786, -0.057910267263650894, 0.006127056200057268, 2.2617598006036133e-05, 0.02985941618680954], [0.036893803626298904, -0.04487874358892441, -0.03329799324274063, 0.009187360294163227, -0.06157324090600014, 0.010325150564312935, 0.024513913318514824], [0.08848811686038971, 0.013929320499300957, -0.0417926199734211, -0.055128589272499084, 0.0007400563335977495, -0.08405302464962006, -0.027720261365175247], [0.0366828590631485, 0.07781483232975006, 0.011961819604039192, -0.030340055003762245, -0.03926827013492584, 0.0024378946982324123, -0.0841401219367981], [-0.01450152974575758, 0.046953655779361725, 0.07077044248580933, 0.008330821990966797, -0.0161850955337286, -0.08199767023324966, -0.01597047783434391], [-0.017442628741264343, -0.01635088212788105, 0.03259969502687454, 0.0742107704281807, 0.011575309559702873, -0.023120643571019173, -0.05049358308315277], [-0.0757593885064125, -0.006762716453522444, -0.019254447892308235, 0.026681814342737198, 0.06290485709905624, 0.008412420749664307, -0.02047758363187313]], "network.2.bias": [0.08770338445901871, 0.030211985111236572, 0.010786277242004871, 0.0013086762046441436, -0.08217151463031769, -0.01350641530007124, -0.04563505947589874], "network.4.weight": [[-0.013654286973178387, -0.07402029633522034, -0.042000919580459595, -0.018992247059941292, 0.04540974646806717, 0.05251156911253929, 0.004885420668870211], [-0.016943030059337616, -0.024446697905659676, -0.06796719878911972, -0.030828807502985, -0.005810874048620462, 0.02640610933303833, 0.04891436919569969], [-0.0015497590648010373, -0.021068625152111053, -0.015346909873187542, -0.06448622047901154, 0.0014712404226884246, -0.012479919008910656, -0.0043353731743991375], [0.009563678875565529, 0.0032689301297068596, -0.07711335271596909, -0.04049244150519371, -0.042212046682834625, -0.02151036635041237, 0.01205309946089983], [0.03885075822472572, -0.016377747058868408, 0.001980050466954708, -0.03942485153675079, -0.005326094571501017, -0.03850814700126648, -0.01209590956568718], [0.04284050688147545, 0.0401964969933033, -0.030432838946580887, 0.010835009627044201, -0.02627371996641159, 0.0007774135447107255, -0.02727380208671093], [-0.010742458514869213, 0.025229793041944504, 0.03734900429844856, -0.018100379034876823, 0.02166750468313694, -0.027631491422653198, 0.0024646869860589504]], "network.4.bias": [-0.01512849796563387, -0.007993735373020172, 0.05970613285899162, 0.021280743181705475, -0.0036125504411756992, -0.029432054609060287, -0.000885989866219461], "network.6.weight": [[-0.009544003754854202, -0.02005891688168049, 0.028574138879776, 0.008265419863164425, 0.006693536881357431, 0.029896298423409462, -0.014091030694544315], [0.021711742505431175, 0.016537416726350784, -0.0298635084182024, 0.044862598180770874, -0.012080260552465916, 0.013238416984677315, 0.02206338383257389], [-0.0003821501159109175, 0.016797080636024475, 0.009767074137926102, -0.02082403190433979, 0.03945726901292801, 0.0007902358775027096, 0.014015588909387589], [-0.02168094366788864, 0.0013578807702288032, 0.00985653419047594, -0.001264620223082602, -0.02316734381020069, 0.05041220784187317, -0.009001134894788265], [0.02365463227033615, -0.02285916730761528, -0.010289515368640423, 0.05215940251946449, -0.013212617486715317, -0.03905612602829933, 0.014602158218622208], [-0.014131477102637291, 0.03571121022105217, -0.040553171187639236, -0.0005136454128660262, 0.07190417498350143, -0.005040857475250959, -0.04042773321270943], [-0.04583059623837471, -0.001125401584431529, 0.03616129606962204, -0.04675910621881485, 0.003391807433217764, 0.08135951310396194, -0.011619430035352707]], "network.6.bias": [-0.004332477692514658, -0.017517566680908203, 0.025149714201688766, 0.019342409446835518, -0.04461488127708435, 0.012348935008049011, -0.04587293043732643], "network.8.weight": [[0.02232956886291504, -0.06006355956196785, 0.015442982316017151, 0.028513526543974876, -0.05172661691904068, -0.005259657744318247, 0.07626179605722427]], "network.8.bias": [-0.05526447296142578]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.18634, -0.542329, -0.504438, 0.181834, -0.149202], [-0.144187, 0.237648, 0.417986, -0.28762, -0.447378], [-0.03988, 0.319079, 0.26233, -0.406551, 0.808542], [0.705349, -0.268535, -0.168486, 0.042786, 0.429649], [-0.993844, -0.028889, -0.172689, 0.115012, 0.861117], [0.243836, 0.198136, 0.244983, 0.704996, -0.215443], [0.777952, -0.124984, -0.028766, 0.110768, 0.612781]], "network.0.bias": [-0.571336, -0.110341, 0.299337, -0.097642, -0.285191, 0.089108, 0.337023], "network.2.weight": [[0.104766, -0.249714, 0.466232, 0.187558, 0.510151, -0.289724, 0.38602], [-0.230409, 0.006758, 0.355564, 0.499359, 0.741219, -0.035615, 0.544088], [0.359243, 0.54077, 0.033318, -0.130218, -0.267746, 0.353131, -0.223978], [-0.302849, 0.10283, 0.294417, 0.284889, 0.769608, -0.072766, 0.442808], [-0.528929, 0.378196, 0.207289, -0.248355, -0.556019, -0.126741, -0.105495], [-0.603044, 0.367104, 0.021543, -0.239149, -0.11382, -0.211777, -0.634753], [-0.045146, 0.042039, -0.112698, -0.318861, -0.296171, 0.570268, -0.245636]], "network.2.bias": [-0.122383, 0.147871, 0.512333, -0.528169, -0.259106, -0.021748, 0.275106], "network.4.weight": [[0.254489, 0.413695, -0.193073, 0.589145, -0.176409, -0.073284, -0.606891], [0.377245, 0.058276, -0.542246, -0.244542, -0.046123, -0.31749, -0.042716], [-0.092922, -0.41183, 0.048797, 0.159171, -0.513745, 0.22442, 0.019769], [-0.119033, -0.529974, -0.165661, 0.04221, -0.094922, -0.123125, 0.004107], [-0.037031, -0.095909, -0.116, 0.03814, -0.345059, -0.274035, -0.163371], [-0.131087, -0.221672, -0.210449, 0.0642, -0.115046, -0.017955, -0.352553], [0.507787, 0.405021, -0.449097, 0.435832, -0.272065, -0.031712, -0.628737]], "network.4.bias": [-0.203201, -0.14296, -0.23931, -0.016756, -0.551413, -0.333145, -0.084123], "network.6.weight": [[-0.299794, 0.138777, 0.212356, 0.109565, -0.056431, 0.075612, 0.171164], [0.51305, 0.431965, -0.40259, -0.106289, 0.377, 0.145252, 0.713169], [0.039076, 0.285492, -0.008808, 0.014264, 0.271313, 0.197523, -0.150791], [-0.166744, -0.420094, -0.334768, 0.208797, -0.06274, 0.276351, -0.286459], [-0.166961, 0.327724, -0.278047, 0.041895, -0.192189, 0.020432, -0.551886], [0.834246, -0.165704, -0.380761, 0.330915, 0.118208, 0.18306, 0.856166], [0.405731, 0.179628, 0.090932, 0.211333, -0.13457, 0.124549, 0.462085]], "network.6.bias": [-0.372666, -0.140974, 0.498017, -0.223587, -0.168312, -0.068403, -0.396695], "network.8.weight": [[-0.238409, -0.50746, 0.581218, 0.517142, -0.11804, -0.174797, -0.360588]], "network.8.bias": [0.415204]}
|
{"alternating": {"accuracy": 0.6971428571428572, "precision": 0.12325581395348838, "recall": 0.53, "f1": 0.2, "tp": 53, "fp": 377, "fn": 47, "tn": 923, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.6557142857142857, "precision": 0.05581395348837209, "recall": 0.24, "f1": 0.09056603773584905, "tp": 24, "fp": 406, "fn": 76, "tn": 894, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6257142857142857, "precision": 0.0069767441860465115, "recall": 0.03, "f1": 0.011320754716981131, "tp": 3, "fp": 427, "fn": 97, "tn": 873, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7642857142857142, "precision": 0.23255813953488372, "recall": 1.0, "f1": 0.37735849056603776, "tp": 100, "fp": 330, "fn": 0, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7126666666666667, "precision": 0.18714555765595464, "recall": 0.99, "f1": 0.314785373608903, "tp": 99, "fp": 430, "fn": 1, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.6657142857142857, "precision": 0.07209302325581396, "recall": 0.31, "f1": 0.11698113207547171, "tp": 31, "fp": 399, "fn": 69, "tn": 901, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.6214285714285714, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 430, "fn": 100, "tn": 870, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.6728571428571428, "precision": 0.08372093023255814, "recall": 0.36, "f1": 0.13584905660377358, "tp": 36, "fp": 394, "fn": 64, "tn": 906, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.6357142857142857, "precision": 0.023255813953488372, "recall": 0.1, "f1": 0.03773584905660377, "tp": 10, "fp": 420, "fn": 90, "tn": 880, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7585714285714286, "precision": 0.22325581395348837, "recall": 0.96, "f1": 0.3622641509433962, "tp": 96, "fp": 334, "fn": 4, "tn": 966, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.6228571428571429, "precision": 0.002325581395348837, "recall": 0.01, "f1": 0.003773584905660377, "tp": 1, "fp": 429, "fn": 99, "tn": 871, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6371428571428571, "precision": 0.02558139534883721, "recall": 0.11, "f1": 0.04150943396226415, "tp": 11, "fp": 419, "fn": 89, "tn": 881, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.6457142857142857, "precision": 0.03953488372093023, "recall": 0.17, "f1": 0.06415094339622641, "tp": 17, "fp": 413, "fn": 83, "tn": 887, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.6757142857142857, "precision": 0.08837209302325581, "recall": 0.38, "f1": 0.14339622641509434, "tp": 38, "fp": 392, "fn": 62, "tn": 908, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.6708027210884353, "macro_precision": 0.08313498169303332, "macro_recall": 0.37071428571428566, "macro_f1": 0.1356922167133044, "micro_accuracy": 0.6710152284263959, "micro_precision": 0.08481778068311815, "micro_recall": 0.3707142857142857, "micro_f1": 0.13805027264263864}}
|
{"network.0.weight": [[-0.06017852947115898, 0.05721397325396538, 0.02095205895602703, -0.042550064623355865, 0.002346198307350278], [-0.083964504301548, -0.027629606425762177, 0.05476127937436104, -0.06311935186386108, 0.06207920238375664], [-0.04453682154417038, -0.00021641392959281802, 0.024858923628926277, -0.08230952173471451, -0.01942526549100876], [-0.06334055960178375, 0.06727657467126846, 0.011094299145042896, -0.038615286350250244, -0.011262659914791584], [-0.08235539495944977, -0.013161920942366123, 0.04864143207669258, -0.08422067761421204, 0.04906642436981201], [-0.03056412562727928, -0.023996848613023758, -0.0008822322706691921, -0.061349768191576004, -0.0044741565361619], [-0.08067632466554642, 0.023088477551937103, 0.001586464699357748, -0.04507238417863846, -0.010029708035290241]], "network.0.bias": [0.035640913993120193, 0.008658540435135365, 0.053806889802217484, 0.015706853941082954, 1.0964889952447265e-05, 0.05417943373322487, 0.004454389680176973], "network.2.weight": [[-0.038716282695531845, 0.022742249071598053, 0.06669517606496811, -0.06021108105778694, 0.03874842822551727, -0.009645435027778149, -0.01784505881369114], [0.023337500169873238, -0.07077385485172272, 0.03331459313631058, 0.042275551706552505, -0.06721694767475128, 0.042920950800180435, 0.012483012862503529], [-0.0006618096376769245, 0.000185068987775594, -0.0687226876616478, 0.01444519218057394, 0.03189096227288246, -0.09188927710056305, 0.0042653572745621204], [0.004523009527474642, -0.007502530235797167, -0.0038499010261148214, -0.05890381708741188, 0.03230389207601547, 0.032316017895936966, -0.09881831705570221], [-0.028069155290722847, 0.02092430740594864, -0.013141502626240253, -0.010552270337939262, -0.04168754443526268, -0.006983854807913303, 0.014970769174396992], [0.016161099076271057, -0.035842765122652054, 0.014495708048343658, -0.0035611584316939116, -0.006549886893481016, -0.05348638817667961, 0.02685406059026718], [-0.09106061607599258, 0.02763155847787857, -0.040918994694948196, 0.015086963772773743, -0.014075790531933308, -0.010304400697350502, -0.051472049206495285]], "network.2.bias": [-0.0032412006985396147, -0.009959511458873749, -0.0012382292188704014, 0.035660479217767715, -0.09688827395439148, 0.015999337658286095, 0.03209517151117325], "network.4.weight": [[0.015932967886328697, -0.09229107201099396, -0.012360639870166779, -0.04374353960156441, 0.04060572385787964, -0.012314503081142902, -0.013339793309569359], [0.061163634061813354, 0.00036496430402621627, -0.08818784356117249, -0.001901488401927054, -0.03600672259926796, 0.024607272818684578, -0.011207525618374348], [-0.0401337556540966, 0.056886911392211914, 0.006469254847615957, -0.08419354259967804, 0.034405265003442764, -0.044488344341516495, 0.014535151422023773], [-0.0058375257067382336, -0.036579493433237076, 0.00467000063508749, -0.014146427623927593, -0.06777828186750412, 0.006623331923037767, -0.022423597052693367], [-0.013269414193928242, -0.031033463776111603, -0.038317546248435974, 0.03964150696992874, 0.008574207313358784, -0.06987471133470535, 0.008628085255622864], [0.04386916756629944, -0.0022513463627547026, -0.04711762070655823, -0.028040526434779167, 0.0468800812959671, 0.0050939819775521755, -0.05903703346848488], [-0.04758163169026375, 0.023281775414943695, -0.0015411495696753263, -0.03385203704237938, -0.019908322021365166, 0.042475953698158264, 0.0016965767135843635]], "network.4.bias": [-0.04933828487992287, -0.0259599220007658, -0.010363456793129444, 0.01882243901491165, -0.039428818970918655, -0.010011296719312668, -0.02574833296239376], "network.6.weight": [[0.00929277017712593, -0.05901869758963585, 0.014670614153146744, -0.0168241448700428, -0.008862888440489769, -0.00900114793330431, 0.051175832748413086], [0.007884475402534008, 0.023965485394001007, -0.0632500946521759, 0.017070593312382698, -0.02040417119860649, -0.004109939094632864, -0.013702300377190113], [-0.01936272718012333, -0.00570359593257308, 0.013175565749406815, -0.048548053950071335, 4.423997597768903e-05, 0.0023426294792443514, -0.00047344499034807086], [0.02331336960196495, -0.016341039910912514, -0.013847348280251026, -0.001637186505831778, -0.04270048812031746, -0.0032340509351342916, 0.0022473440039902925], [-0.018202664330601692, 0.011724176816642284, -0.028905818238854408, 0.004224693868309259, -0.030084427446126938, -0.05973692610859871, -0.04152405261993408], [-0.025581585243344307, 0.008455107919871807, -0.009327408857643604, -0.027511412277817726, 0.01378909032791853, -0.03222685679793358, -0.05079640820622444], [-0.0278273094445467, -0.00875177700072527, 0.005472957156598568, -0.030130118131637573, -0.035240765661001205, 0.02786414511501789, -0.053862880915403366]], "network.6.bias": [-0.015027458779513836, 0.04433327168226242, -0.014954780228435993, 0.005013065878301859, -0.03627799078822136, -0.05878017097711563, -0.037057723850011826], "network.8.weight": [[-0.04779266566038132, -0.03063613921403885, 0.012144358828663826, -0.012484894134104252, -0.052419018000364304, -0.04260694608092308, 0.013957108370959759]], "network.8.bias": [-0.08479216694831848]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.18634, -0.542329, -0.504438, 0.181834, -0.149202], [-0.144187, 0.237648, 0.417986, -0.28762, -0.447378], [-0.03988, 0.319079, 0.26233, -0.406551, 0.808542], [0.705349, -0.268535, -0.168486, 0.042786, 0.429649], [-0.993844, -0.028889, -0.172689, 0.115012, 0.861117], [0.243836, 0.198136, 0.244983, 0.704996, -0.215443], [0.777952, -0.124984, -0.028766, 0.110768, 0.612781]], "network.0.bias": [-0.571336, -0.110341, 0.299337, -0.097642, -0.285191, 0.089108, 0.337023], "network.2.weight": [[0.104766, -0.249714, 0.466232, 0.187558, 0.510151, -0.289724, 0.38602], [-0.230409, 0.006758, 0.355564, 0.499359, 0.741219, -0.035615, 0.544088], [0.359243, 0.54077, 0.033318, -0.130218, -0.267746, 0.353131, -0.223978], [-0.302849, 0.10283, 0.294417, 0.284889, 0.769608, -0.072766, 0.442808], [-0.528929, 0.378196, 0.207289, -0.248355, -0.556019, -0.126741, -0.105495], [-0.603044, 0.367104, 0.021543, -0.239149, -0.11382, -0.211777, -0.634753], [-0.045146, 0.042039, -0.112698, -0.318861, -0.296171, 0.570268, -0.245636]], "network.2.bias": [-0.122383, 0.147871, 0.512333, -0.528169, -0.259106, -0.021748, 0.275106], "network.4.weight": [[0.254489, 0.413695, -0.193073, 0.589145, -0.176409, -0.073284, -0.606891], [0.377245, 0.058276, -0.542246, -0.244542, -0.046123, -0.31749, -0.042716], [-0.092922, -0.41183, 0.048797, 0.159171, -0.513745, 0.22442, 0.019769], [-0.119033, -0.529974, -0.165661, 0.04221, -0.094922, -0.123125, 0.004107], [-0.037031, -0.095909, -0.116, 0.03814, -0.345059, -0.274035, -0.163371], [-0.131087, -0.221672, -0.210449, 0.0642, -0.115046, -0.017955, -0.352553], [0.507787, 0.405021, -0.449097, 0.435832, -0.272065, -0.031712, -0.628737]], "network.4.bias": [-0.203201, -0.14296, -0.23931, -0.016756, -0.551413, -0.333145, -0.084123], "network.6.weight": [[-0.299794, 0.138777, 0.212356, 0.109565, -0.056431, 0.075612, 0.171164], [0.51305, 0.431965, -0.40259, -0.106289, 0.377, 0.145252, 0.713169], [0.039076, 0.285492, -0.008808, 0.014264, 0.271313, 0.197523, -0.150791], [-0.166744, -0.420094, -0.334768, 0.208797, -0.06274, 0.276351, -0.286459], [-0.166961, 0.327724, -0.278047, 0.041895, -0.192189, 0.020432, -0.551886], [0.834246, -0.165704, -0.380761, 0.330915, 0.118208, 0.18306, 0.856166], [0.405731, 0.179628, 0.090932, 0.211333, -0.13457, 0.124549, 0.462085]], "network.6.bias": [-0.372666, -0.140974, 0.498017, -0.223587, -0.168312, -0.068403, -0.396695], "network.8.weight": [[-0.238409, -0.50746, 0.581218, 0.517142, -0.11804, -0.174797, -0.360588]], "network.8.bias": [0.415204]}
|
{"alternating": {"accuracy": 0.6971428571428572, "precision": 0.12325581395348838, "recall": 0.53, "f1": 0.2, "tp": 53, "fp": 377, "fn": 47, "tn": 923, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.6557142857142857, "precision": 0.05581395348837209, "recall": 0.24, "f1": 0.09056603773584905, "tp": 24, "fp": 406, "fn": 76, "tn": 894, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6257142857142857, "precision": 0.0069767441860465115, "recall": 0.03, "f1": 0.011320754716981131, "tp": 3, "fp": 427, "fn": 97, "tn": 873, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7642857142857142, "precision": 0.23255813953488372, "recall": 1.0, "f1": 0.37735849056603776, "tp": 100, "fp": 330, "fn": 0, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7126666666666667, "precision": 0.18714555765595464, "recall": 0.99, "f1": 0.314785373608903, "tp": 99, "fp": 430, "fn": 1, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.6657142857142857, "precision": 0.07209302325581396, "recall": 0.31, "f1": 0.11698113207547171, "tp": 31, "fp": 399, "fn": 69, "tn": 901, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.6214285714285714, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 430, "fn": 100, "tn": 870, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.6728571428571428, "precision": 0.08372093023255814, "recall": 0.36, "f1": 0.13584905660377358, "tp": 36, "fp": 394, "fn": 64, "tn": 906, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.6357142857142857, "precision": 0.023255813953488372, "recall": 0.1, "f1": 0.03773584905660377, "tp": 10, "fp": 420, "fn": 90, "tn": 880, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7585714285714286, "precision": 0.22325581395348837, "recall": 0.96, "f1": 0.3622641509433962, "tp": 96, "fp": 334, "fn": 4, "tn": 966, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.6228571428571429, "precision": 0.002325581395348837, "recall": 0.01, "f1": 0.003773584905660377, "tp": 1, "fp": 429, "fn": 99, "tn": 871, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6371428571428571, "precision": 0.02558139534883721, "recall": 0.11, "f1": 0.04150943396226415, "tp": 11, "fp": 419, "fn": 89, "tn": 881, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.6457142857142857, "precision": 0.03953488372093023, "recall": 0.17, "f1": 0.06415094339622641, "tp": 17, "fp": 413, "fn": 83, "tn": 887, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.6757142857142857, "precision": 0.08837209302325581, "recall": 0.38, "f1": 0.14339622641509434, "tp": 38, "fp": 392, "fn": 62, "tn": 908, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.6708027210884353, "macro_precision": 0.08313498169303332, "macro_recall": 0.37071428571428566, "macro_f1": 0.1356922167133044, "micro_accuracy": 0.6710152284263959, "micro_precision": 0.08481778068311815, "micro_recall": 0.3707142857142857, "micro_f1": 0.13805027264263864}}
|
{"network.0.weight": [[0.009164470247924328, 0.08368833363056183, 0.01851203851401806, 0.03614451736211777, 0.008747066371142864], [-0.08589120209217072, -0.03834214061498642, 0.04375085607171059, 0.0038559013046324253, 0.08915016055107117], [0.03131914511322975, 0.007229621987789869, 0.06122121214866638, -0.084173783659935, -0.03144415467977524], [0.0011696243891492486, 0.09422259777784348, 0.010479641146957874, 0.034606825560331345, -0.0027171417605131865], [-0.08413314819335938, -0.02636413276195526, 0.039772551506757736, -0.01970645599067211, 0.07533156871795654], [0.03713897243142128, -0.01202965248376131, 0.03572532534599304, -0.06377986073493958, -0.016599290072917938], [-0.02039499394595623, 0.05038373917341232, -0.0008470290922559798, 0.0207645483314991, 0.0027483508456498384]], "network.0.bias": [0.07112452387809753, 0.0071066743694245815, 0.04376071318984032, 0.052886713296175, -0.00253007048740983, 0.04514910653233528, 0.041778068989515305], "network.2.weight": [[-0.04003343731164932, 0.009382239542901516, 0.06024232134222984, -0.007377078291028738, 0.06691450625658035, -0.007285939995199442, 0.04648924618959427], [0.06291604042053223, -0.07241705060005188, 0.015150374732911587, 0.039153579622507095, -0.016784487292170525, 0.06963534653186798, 0.016509367153048515], [0.012359018437564373, 0.040200334042310715, -0.0708097368478775, -0.006152563728392124, 0.03020576201379299, -0.04512758180499077, 0.02834910899400711], [0.05601941794157028, 0.008255290798842907, 0.03568905591964722, -0.06107977032661438, 0.010915032587945461, 0.03118753992021084, -0.05695782229304314], [-0.023681866005063057, 0.0648227259516716, 0.006954919081181288, 0.02801631949841976, -0.04911555349826813, -0.02796105295419693, 0.013183911330997944], [0.03713669255375862, -0.028605492785573006, 0.0507267564535141, 0.0168176107108593, 0.0310309249907732, -0.05426140874624252, 0.005783832632005215], [-0.05776604637503624, 0.047269247472286224, -0.03492537513375282, 0.04456445947289467, 0.01000289898365736, 0.02570340782403946, -0.050759971141815186]], "network.2.bias": [0.007694389205425978, 0.04858168214559555, 0.0032169348560273647, 0.0582004077732563, -0.05938306078314781, 0.014828999526798725, 0.012647821567952633], "network.4.weight": [[0.015024264343082905, -0.06130465492606163, 0.004225809592753649, -0.03682272508740425, 0.06246647238731384, 0.012667874805629253, 0.02150617353618145], [0.04379149526357651, -0.0002607876085676253, -0.06003854051232338, 0.013040538877248764, -0.02773556299507618, 0.044756513088941574, 0.013408037833869457], [-0.031320568174123764, 0.04075319319963455, 0.005861943121999502, -0.056661512702703476, 0.045692961663007736, -0.038182441145181656, 0.013317149132490158], [0.020192066207528114, -0.027120547369122505, -0.009257362224161625, -0.018708759918808937, -0.03912300989031792, 0.01709889993071556, -0.01826667971909046], [0.011347885243594646, -0.004856232088059187, -0.026651546359062195, 0.03022933006286621, 0.012811345048248768, -0.037428323179483414, 0.022842135280370712], [0.050476498901844025, 0.023949850350618362, -0.023686742410063744, -0.012826324440538883, 0.0384855642914772, 0.011832204647362232, -0.024494482204318047], [-0.04170774295926094, 0.023788008838891983, 0.023786909878253937, -0.010108387097716331, 3.375380765646696e-05, 0.03662975877523422, 0.007567418273538351]], "network.4.bias": [-0.04615497589111328, 0.009172411635518074, 0.027437638491392136, 0.03509043902158737, -0.03401625528931618, 0.00021733005996793509, 0.007972288876771927], "network.6.weight": [[0.01726178452372551, -0.056944090873003006, 0.009503938257694244, 0.0029946595896035433, 0.008880866691470146, 0.01591538079082966, 0.05273384600877762], [0.050593115389347076, 0.033912111073732376, -0.07345286756753922, 0.0120543222874403, -0.007088907528668642, 0.011531317606568336, 0.016086043789982796], [-0.005388441029936075, 0.04748699069023132, 0.020940329879522324, -0.06488354504108429, -0.004036906640976667, 0.010527010075747967, 0.015888648107647896], [0.03482603281736374, -0.005112769547849894, 0.04192930832505226, 0.005389105994254351, -0.0662045031785965, -0.003179527586326003, 0.011539311148226261], [0.019159765914082527, 0.031105484813451767, -0.025438176468014717, 0.056380972266197205, -0.0407165102660656, -0.06058608368039131, -0.06868914514780045], [-0.005453647579997778, 0.047464147210121155, 0.012861511670053005, -0.031063111498951912, 0.08499781787395477, -0.04879071190953255, -0.06175025925040245], [-0.017733359709382057, 0.008817216381430626, 0.054573904722929, -0.004755252040922642, -0.04329873248934746, 0.12276455760002136, -0.06537933647632599]], "network.6.bias": [-0.006745020393282175, 0.04871184751391411, 0.01957065612077713, 0.0164742860943079, -0.02500092051923275, -0.11141174286603928, -0.06730985641479492], "network.8.weight": [[-0.12152065336704254, -0.019088340923190117, 0.020530229434370995, 0.047114595770835876, -0.018938809633255005, -0.05581701919436455, 0.1077437773346901]], "network.8.bias": [-0.09996051341295242]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.18634, -0.542329, -0.504438, 0.181834, -0.149202], [-0.144187, 0.237648, 0.417986, -0.28762, -0.447378], [-0.03988, 0.319079, 0.26233, -0.406551, 0.808542], [0.705349, -0.268535, -0.168486, 0.042786, 0.429649], [-0.993844, -0.028889, -0.172689, 0.115012, 0.861117], [0.243836, 0.198136, 0.244983, 0.704996, -0.215443], [0.777952, -0.124984, -0.028766, 0.110768, 0.612781]], "network.0.bias": [-0.571336, -0.110341, 0.299337, -0.097642, -0.285191, 0.089108, 0.337023], "network.2.weight": [[0.104766, -0.249714, 0.466232, 0.187558, 0.510151, -0.289724, 0.38602], [-0.230409, 0.006758, 0.355564, 0.499359, 0.741219, -0.035615, 0.544088], [0.359243, 0.54077, 0.033318, -0.130218, -0.267746, 0.353131, -0.223978], [-0.302849, 0.10283, 0.294417, 0.284889, 0.769608, -0.072766, 0.442808], [-0.528929, 0.378196, 0.207289, -0.248355, -0.556019, -0.126741, -0.105495], [-0.603044, 0.367104, 0.021543, -0.239149, -0.11382, -0.211777, -0.634753], [-0.045146, 0.042039, -0.112698, -0.318861, -0.296171, 0.570268, -0.245636]], "network.2.bias": [-0.122383, 0.147871, 0.512333, -0.528169, -0.259106, -0.021748, 0.275106], "network.4.weight": [[0.254489, 0.413695, -0.193073, 0.589145, -0.176409, -0.073284, -0.606891], [0.377245, 0.058276, -0.542246, -0.244542, -0.046123, -0.31749, -0.042716], [-0.092922, -0.41183, 0.048797, 0.159171, -0.513745, 0.22442, 0.019769], [-0.119033, -0.529974, -0.165661, 0.04221, -0.094922, -0.123125, 0.004107], [-0.037031, -0.095909, -0.116, 0.03814, -0.345059, -0.274035, -0.163371], [-0.131087, -0.221672, -0.210449, 0.0642, -0.115046, -0.017955, -0.352553], [0.507787, 0.405021, -0.449097, 0.435832, -0.272065, -0.031712, -0.628737]], "network.4.bias": [-0.203201, -0.14296, -0.23931, -0.016756, -0.551413, -0.333145, -0.084123], "network.6.weight": [[-0.299794, 0.138777, 0.212356, 0.109565, -0.056431, 0.075612, 0.171164], [0.51305, 0.431965, -0.40259, -0.106289, 0.377, 0.145252, 0.713169], [0.039076, 0.285492, -0.008808, 0.014264, 0.271313, 0.197523, -0.150791], [-0.166744, -0.420094, -0.334768, 0.208797, -0.06274, 0.276351, -0.286459], [-0.166961, 0.327724, -0.278047, 0.041895, -0.192189, 0.020432, -0.551886], [0.834246, -0.165704, -0.380761, 0.330915, 0.118208, 0.18306, 0.856166], [0.405731, 0.179628, 0.090932, 0.211333, -0.13457, 0.124549, 0.462085]], "network.6.bias": [-0.372666, -0.140974, 0.498017, -0.223587, -0.168312, -0.068403, -0.396695], "network.8.weight": [[-0.238409, -0.50746, 0.581218, 0.517142, -0.11804, -0.174797, -0.360588]], "network.8.bias": [0.415204]}
|
{"alternating": {"accuracy": 0.6971428571428572, "precision": 0.12325581395348838, "recall": 0.53, "f1": 0.2, "tp": 53, "fp": 377, "fn": 47, "tn": 923, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.6557142857142857, "precision": 0.05581395348837209, "recall": 0.24, "f1": 0.09056603773584905, "tp": 24, "fp": 406, "fn": 76, "tn": 894, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6257142857142857, "precision": 0.0069767441860465115, "recall": 0.03, "f1": 0.011320754716981131, "tp": 3, "fp": 427, "fn": 97, "tn": 873, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7642857142857142, "precision": 0.23255813953488372, "recall": 1.0, "f1": 0.37735849056603776, "tp": 100, "fp": 330, "fn": 0, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7126666666666667, "precision": 0.18714555765595464, "recall": 0.99, "f1": 0.314785373608903, "tp": 99, "fp": 430, "fn": 1, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.6657142857142857, "precision": 0.07209302325581396, "recall": 0.31, "f1": 0.11698113207547171, "tp": 31, "fp": 399, "fn": 69, "tn": 901, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.6214285714285714, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 430, "fn": 100, "tn": 870, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.6728571428571428, "precision": 0.08372093023255814, "recall": 0.36, "f1": 0.13584905660377358, "tp": 36, "fp": 394, "fn": 64, "tn": 906, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.6357142857142857, "precision": 0.023255813953488372, "recall": 0.1, "f1": 0.03773584905660377, "tp": 10, "fp": 420, "fn": 90, "tn": 880, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7585714285714286, "precision": 0.22325581395348837, "recall": 0.96, "f1": 0.3622641509433962, "tp": 96, "fp": 334, "fn": 4, "tn": 966, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.6228571428571429, "precision": 0.002325581395348837, "recall": 0.01, "f1": 0.003773584905660377, "tp": 1, "fp": 429, "fn": 99, "tn": 871, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6371428571428571, "precision": 0.02558139534883721, "recall": 0.11, "f1": 0.04150943396226415, "tp": 11, "fp": 419, "fn": 89, "tn": 881, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.6457142857142857, "precision": 0.03953488372093023, "recall": 0.17, "f1": 0.06415094339622641, "tp": 17, "fp": 413, "fn": 83, "tn": 887, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.6757142857142857, "precision": 0.08837209302325581, "recall": 0.38, "f1": 0.14339622641509434, "tp": 38, "fp": 392, "fn": 62, "tn": 908, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.6708027210884353, "macro_precision": 0.08313498169303332, "macro_recall": 0.37071428571428566, "macro_f1": 0.1356922167133044, "micro_accuracy": 0.6710152284263959, "micro_precision": 0.08481778068311815, "micro_recall": 0.3707142857142857, "micro_f1": 0.13805027264263864}}
|
{"network.0.weight": [[0.09632237255573273, 0.0944327712059021, 0.007270840462297201, 0.03600960969924927, -0.046320561319589615], [-0.09529846906661987, -0.009799868799746037, 0.037648770958185196, 0.08658881485462189, 0.1008516326546669], [0.031157825142145157, -0.04748207703232765, 0.0465666688978672, -0.09375615417957306, -0.0029350081458687782], [0.07979388535022736, 0.10666735470294952, 0.000328255322529003, 0.03550798073410988, -0.05658847466111183], [-0.09414312243461609, 0.0021943366155028343, 0.03197639063000679, 0.054927412420511246, 0.0889725536108017], [0.03931824862957001, -0.06691434234380722, 0.023603985086083412, -0.07398060709238052, 0.011325648985803127], [0.050012607127428055, 0.06398749351501465, -0.010457742027938366, 0.023660719394683838, -0.05082464590668678]], "network.0.bias": [0.055962201207876205, -0.003530310932546854, 0.03682628646492958, 0.038365017622709274, -0.01184127014130354, 0.03706292435526848, 0.032084282487630844], "network.2.weight": [[-0.0503561869263649, 0.03752944618463516, 0.05033687874674797, 0.05391542240977287, 0.08090562373399734, -0.01668715663254261, 0.0539189912378788], [0.05421014130115509, -0.0853520929813385, 0.04452861100435257, 0.028405046090483665, 0.0375811941921711, 0.08528229594230652, 0.007916253991425037], [-0.03404437378048897, 0.032711368054151535, -0.08603589236736298, 0.02250681072473526, 0.019764145836234093, 0.0013558069476857781, 0.04503215104341507], [0.06964737921953201, -0.035141486674547195, 0.028860976919531822, -0.0781015157699585, 0.040971748530864716, 0.02059043012559414, -0.022083980962634087], [-0.03341129794716835, 0.08111907541751862, -0.0350174643099308, 0.026272809132933617, -0.06854322552680969, 0.002012929879128933, 0.003905018325895071], [0.0588386245071888, -0.03805919364094734, 0.07033432275056839, -0.022473294287919998, 0.03029167838394642, -0.07542742043733597, 0.03671780973672867], [-0.038218360394239426, 0.07096794247627258, -0.04354517534375191, 0.06591165065765381, -0.02963538095355034, 0.028883008286356926, -0.0730399489402771]], "network.2.bias": [-0.0410555936396122, 0.06041374057531357, -0.004671322647482157, 0.07948961108922958, -0.030987216159701347, 0.004687061067670584, 0.04393376037478447], "network.4.weight": [[0.004517530556768179, -0.04906308278441429, 0.03229899704456329, -0.046538788825273514, 0.09090660512447357, -0.02217203751206398, 0.02547307498753071], [0.07236400991678238, -0.012072081677615643, -0.058453213423490524, 0.04279900714755058, -0.03552692010998726, 0.0729300007224083, -0.018664922565221786], [-0.05807226151227951, 0.0702817291021347, -0.0068484642542898655, -0.07021715492010117, 0.0770006775856018, -0.04489012435078621, 0.04876156896352768], [0.03427046909928322, -0.05628150701522827, 0.021280795335769653, -0.03070674277842045, -0.06250366568565369, 0.050123002380132675, -0.02568897046148777], [-0.014130820520222187, 0.007937891408801079, -0.055729616433382034, 0.05764945596456528, -2.7793055778602138e-05, -0.07240968197584152, 0.05397234857082367], [0.0827614963054657, 0.004384781699627638, -0.009005432948470116, -0.04376817122101784, 0.066402368247509, -0.0036989697255194187, -0.07520177215337753], [-0.0455261655151844, 0.05567245930433273, 0.013161576353013515, 0.004683727864176035, -0.03235599026083946, 0.0627073124051094, -0.01061988901346922]], "network.4.bias": [-0.07127616554498672, 0.014891276136040688, -0.009498302824795246, 0.06545422226190567, -0.041671272367239, 0.032145872712135315, -0.0664459615945816], "network.6.weight": [[0.05082898214459419, -0.05319796875119209, 0.041231319308280945, 0.0027208172250539064, 0.028556037694215775, -0.018397554755210876, 0.0708479955792427], [-0.0445115752518177, 0.06434886157512665, -0.05908242240548134, 0.03614208847284317, 0.0003097870503552258, 0.03451095148921013, -0.019216477870941162], [-0.02104967273771763, -0.05902816727757454, 0.052056752145290375, -0.04755069687962532, 0.01717916876077652, 0.027770765125751495, 0.0334845706820488], [0.04743601754307747, -0.023751230910420418, -0.07130645215511322, 0.03483866527676582, -0.04327661916613579, 0.008086511865258217, 0.033304955810308456], [-0.01499622780829668, 0.04002755880355835, -0.04393981024622917, -0.06767235696315765, -0.009607721120119095, -0.04313492402434349, -0.05849899724125862], [0.01153980940580368, 0.01765468530356884, 0.016351237893104553, -0.05749238654971123, -0.06895816326141357, -0.017236385494470596, -0.030218252912163734], [0.023510253056883812, 0.028503738343715668, 0.024833396077156067, -0.006457765586674213, -0.07251859456300735, -0.06479518115520477, -0.03877432271838188]], "network.6.bias": [-0.024462314322590828, 0.06409072875976562, -0.01532296184450388, 0.03564542531967163, 0.008928666822612286, -0.10894817113876343, -0.018546240404248238], "network.8.weight": [[-0.13089779019355774, 0.027776004746556282, 0.04569242522120476, 0.018702251836657524, -0.025036592036485672, -0.08459530025720596, -0.06294908374547958]], "network.8.bias": [-0.07113536447286606]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.18634, -0.542329, -0.504438, 0.181834, -0.149202], [-0.144187, 0.237648, 0.417986, -0.28762, -0.447378], [-0.03988, 0.319079, 0.26233, -0.406551, 0.808542], [0.705349, -0.268535, -0.168486, 0.042786, 0.429649], [-0.993844, -0.028889, -0.172689, 0.115012, 0.861117], [0.243836, 0.198136, 0.244983, 0.704996, -0.215443], [0.777952, -0.124984, -0.028766, 0.110768, 0.612781]], "network.0.bias": [-0.571336, -0.110341, 0.299337, -0.097642, -0.285191, 0.089108, 0.337023], "network.2.weight": [[0.104766, -0.249714, 0.466232, 0.187558, 0.510151, -0.289724, 0.38602], [-0.230409, 0.006758, 0.355564, 0.499359, 0.741219, -0.035615, 0.544088], [0.359243, 0.54077, 0.033318, -0.130218, -0.267746, 0.353131, -0.223978], [-0.302849, 0.10283, 0.294417, 0.284889, 0.769608, -0.072766, 0.442808], [-0.528929, 0.378196, 0.207289, -0.248355, -0.556019, -0.126741, -0.105495], [-0.603044, 0.367104, 0.021543, -0.239149, -0.11382, -0.211777, -0.634753], [-0.045146, 0.042039, -0.112698, -0.318861, -0.296171, 0.570268, -0.245636]], "network.2.bias": [-0.122383, 0.147871, 0.512333, -0.528169, -0.259106, -0.021748, 0.275106], "network.4.weight": [[0.254489, 0.413695, -0.193073, 0.589145, -0.176409, -0.073284, -0.606891], [0.377245, 0.058276, -0.542246, -0.244542, -0.046123, -0.31749, -0.042716], [-0.092922, -0.41183, 0.048797, 0.159171, -0.513745, 0.22442, 0.019769], [-0.119033, -0.529974, -0.165661, 0.04221, -0.094922, -0.123125, 0.004107], [-0.037031, -0.095909, -0.116, 0.03814, -0.345059, -0.274035, -0.163371], [-0.131087, -0.221672, -0.210449, 0.0642, -0.115046, -0.017955, -0.352553], [0.507787, 0.405021, -0.449097, 0.435832, -0.272065, -0.031712, -0.628737]], "network.4.bias": [-0.203201, -0.14296, -0.23931, -0.016756, -0.551413, -0.333145, -0.084123], "network.6.weight": [[-0.299794, 0.138777, 0.212356, 0.109565, -0.056431, 0.075612, 0.171164], [0.51305, 0.431965, -0.40259, -0.106289, 0.377, 0.145252, 0.713169], [0.039076, 0.285492, -0.008808, 0.014264, 0.271313, 0.197523, -0.150791], [-0.166744, -0.420094, -0.334768, 0.208797, -0.06274, 0.276351, -0.286459], [-0.166961, 0.327724, -0.278047, 0.041895, -0.192189, 0.020432, -0.551886], [0.834246, -0.165704, -0.380761, 0.330915, 0.118208, 0.18306, 0.856166], [0.405731, 0.179628, 0.090932, 0.211333, -0.13457, 0.124549, 0.462085]], "network.6.bias": [-0.372666, -0.140974, 0.498017, -0.223587, -0.168312, -0.068403, -0.396695], "network.8.weight": [[-0.238409, -0.50746, 0.581218, 0.517142, -0.11804, -0.174797, -0.360588]], "network.8.bias": [0.415204]}
|
{"alternating": {"accuracy": 0.6971428571428572, "precision": 0.12325581395348838, "recall": 0.53, "f1": 0.2, "tp": 53, "fp": 377, "fn": 47, "tn": 923, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.6557142857142857, "precision": 0.05581395348837209, "recall": 0.24, "f1": 0.09056603773584905, "tp": 24, "fp": 406, "fn": 76, "tn": 894, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6257142857142857, "precision": 0.0069767441860465115, "recall": 0.03, "f1": 0.011320754716981131, "tp": 3, "fp": 427, "fn": 97, "tn": 873, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7642857142857142, "precision": 0.23255813953488372, "recall": 1.0, "f1": 0.37735849056603776, "tp": 100, "fp": 330, "fn": 0, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7126666666666667, "precision": 0.18714555765595464, "recall": 0.99, "f1": 0.314785373608903, "tp": 99, "fp": 430, "fn": 1, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.6657142857142857, "precision": 0.07209302325581396, "recall": 0.31, "f1": 0.11698113207547171, "tp": 31, "fp": 399, "fn": 69, "tn": 901, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.6214285714285714, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 430, "fn": 100, "tn": 870, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.6728571428571428, "precision": 0.08372093023255814, "recall": 0.36, "f1": 0.13584905660377358, "tp": 36, "fp": 394, "fn": 64, "tn": 906, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.6357142857142857, "precision": 0.023255813953488372, "recall": 0.1, "f1": 0.03773584905660377, "tp": 10, "fp": 420, "fn": 90, "tn": 880, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7585714285714286, "precision": 0.22325581395348837, "recall": 0.96, "f1": 0.3622641509433962, "tp": 96, "fp": 334, "fn": 4, "tn": 966, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.6228571428571429, "precision": 0.002325581395348837, "recall": 0.01, "f1": 0.003773584905660377, "tp": 1, "fp": 429, "fn": 99, "tn": 871, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6371428571428571, "precision": 0.02558139534883721, "recall": 0.11, "f1": 0.04150943396226415, "tp": 11, "fp": 419, "fn": 89, "tn": 881, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.6457142857142857, "precision": 0.03953488372093023, "recall": 0.17, "f1": 0.06415094339622641, "tp": 17, "fp": 413, "fn": 83, "tn": 887, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.6757142857142857, "precision": 0.08837209302325581, "recall": 0.38, "f1": 0.14339622641509434, "tp": 38, "fp": 392, "fn": 62, "tn": 908, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.6708027210884353, "macro_precision": 0.08313498169303332, "macro_recall": 0.37071428571428566, "macro_f1": 0.1356922167133044, "micro_accuracy": 0.6710152284263959, "micro_precision": 0.08481778068311815, "micro_recall": 0.3707142857142857, "micro_f1": 0.13805027264263864}}
|
{"network.0.weight": [[0.0726187527179718, 0.06948116421699524, 0.008125615306198597, 0.027133774012327194, -0.016618136316537857], [-0.09275514632463455, -0.03342059999704361, 0.026844298467040062, 0.06519918143749237, 0.07621565461158752], [0.022675734013319016, -0.01862030103802681, 0.04337796941399574, -0.0912838876247406, -0.026583991944789886], [0.06021508947014809, 0.08216426521539688, -0.00012749669258482754, 0.02742551639676094, -0.028925631195306778], [-0.09161373972892761, -0.021410979330539703, 0.02233724854886532, 0.03511655703186989, 0.0644066110253334], [0.03340514004230499, -0.03996077552437782, 0.02184365876019001, -0.07190559804439545, -0.01218611840158701], [0.03108612634241581, 0.03915617987513542, -0.011432352475821972, 0.01730060577392578, -0.024151626974344254]], "network.0.bias": [0.052588433027267456, -0.003432514611631632, 0.0266879852861166, 0.03554489091038704, -0.013098197989165783, 0.027835695073008537, 0.030212488025426865], "network.2.weight": [[-0.04841732606291771, 0.013776919804513454, 0.041736502200365067, 0.04016202315688133, 0.0569152757525444, -0.017477484419941902, 0.044565726071596146], [0.05177299305796623, -0.08287941664457321, 0.019575856626033783, 0.021136609837412834, 0.026360610499978065, 0.06204434856772423, 0.006752041634172201], [-0.010831166990101337, 0.030645089223980904, -0.08263957500457764, -0.0022590095177292824, 0.012883421964943409, -0.007605267222970724, 0.023192033171653748], [0.06165507435798645, -0.014816676266491413, 0.029312385246157646, -0.07453146576881409, 0.015539905987679958, 0.013808702118694782, -0.027094965800642967], [-0.03508644178509712, 0.07442625612020493, -0.016652751713991165, 0.02785469964146614, -0.0647079199552536, -0.02306389808654785, -0.002548391465097666], [0.036991383880376816, -0.03844564035534859, 0.06391699612140656, -0.006009322125464678, 0.03152487799525261, -0.07186979055404663, 0.0109127601608634], [-0.039991240948438644, 0.04905664920806885, -0.04309405758976936, 0.059862516820430756, -0.014137846417725086, 0.03067121095955372, -0.06977282464504242]], "network.2.bias": [-0.01612529531121254, 0.05046466737985611, -0.0063642882741987705, 0.05719400569796562, -0.03432821109890938, -0.0013476709136739373, 0.01834774762392044], "network.4.weight": [[-0.001741985441185534, -0.048827286809682846, 0.01304074376821518, -0.04541141167283058, 0.08546233177185059, -0.011496228165924549, 0.026815442368388176], [0.04698609560728073, -0.015683213248848915, -0.05628715083003044, 0.023865915834903717, -0.03310585394501686, 0.0679847002029419, -0.009210866875946522], [-0.05576053634285927, 0.04508674889802933, -0.00898704957216978, -0.06848068535327911, 0.0583849661052227, -0.04187752678990364, 0.04576018080115318], [0.03707965835928917, -0.05383691191673279, -0.004859280772507191, -0.033853959292173386, -0.05785049870610237, 0.032712630927562714, -0.02065056748688221], [-0.0058580380864441395, 0.00937492586672306, -0.053152814507484436, 0.03068862110376358, -0.0005972856306470931, -0.0671510398387909, 0.039324451237916946], [0.08405470103025436, 0.008581931702792645, -0.0064038424752652645, -0.04429776966571808, 0.04140046238899231, -0.0008550831698812544, -0.07028920948505402], [-0.04035891219973564, 0.06087350845336914, 0.016340382397174835, 0.006662663538008928, -0.03368518128991127, 0.03846975415945053, -0.005610080901533365]], "network.4.bias": [-0.06829139590263367, 0.01515815407037735, -0.0003431110526435077, 0.06219702959060669, -0.036650437861680984, 0.01954413205385208, -0.06280841678380966], "network.6.weight": [[0.03876664116978645, -0.046420056372880936, 0.051592372357845306, 0.004004604648798704, 0.03176863491535187, -0.022074947133660316, 0.04730123654007912], [-0.044714171439409256, 0.055873122066259384, -0.05095255747437477, 0.053149670362472534, -0.002289552940055728, 0.037603959441185, -0.025607222691178322], [-0.01331310998648405, -0.061342742294073105, 0.04633036628365517, -0.03839731588959694, 0.037728291004896164, 0.02441074699163437, 0.03522514924407005], [0.027135398238897324, -0.01418438833206892, -0.07426749169826508, 0.03241207078099251, -0.034276414662599564, 0.03311688452959061, 0.027577172964811325], [-0.02249848283827305, 0.020380325615406036, -0.03146586939692497, -0.062052492052316666, -0.004147298168390989, -0.041993822902441025, -0.019295619800686836], [0.009844562038779259, 0.0020662946626544, -0.0015936540439724922, -0.036506976932287216, -0.06452646851539612, -0.0021533924154937267, -0.029910700395703316], [0.015996869653463364, 0.02564188279211521, 0.005156404338777065, -0.021710358560085297, -0.042299870401620865, -0.06214030086994171, -0.011464584618806839]], "network.6.bias": [-0.018311472609639168, 0.04099355265498161, -0.0222542192786932, 0.038061436265707016, 0.0033793256152421236, -0.05030035227537155, -0.018912063911557198], "network.8.weight": [[-0.04806103557348251, 0.01516635250300169, 0.04269056394696236, -0.005449024029076099, -0.03524797782301903, -0.048835720866918564, -0.06404568254947662]], "network.8.bias": [-0.04945880547165871]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.18634, -0.542329, -0.504438, 0.181834, -0.149202], [-0.144187, 0.237648, 0.417986, -0.28762, -0.447378], [-0.03988, 0.319079, 0.26233, -0.406551, 0.808542], [0.705349, -0.268535, -0.168486, 0.042786, 0.429649], [-0.993844, -0.028889, -0.172689, 0.115012, 0.861117], [0.243836, 0.198136, 0.244983, 0.704996, -0.215443], [0.777952, -0.124984, -0.028766, 0.110768, 0.612781]], "network.0.bias": [-0.571336, -0.110341, 0.299337, -0.097642, -0.285191, 0.089108, 0.337023], "network.2.weight": [[0.104766, -0.249714, 0.466232, 0.187558, 0.510151, -0.289724, 0.38602], [-0.230409, 0.006758, 0.355564, 0.499359, 0.741219, -0.035615, 0.544088], [0.359243, 0.54077, 0.033318, -0.130218, -0.267746, 0.353131, -0.223978], [-0.302849, 0.10283, 0.294417, 0.284889, 0.769608, -0.072766, 0.442808], [-0.528929, 0.378196, 0.207289, -0.248355, -0.556019, -0.126741, -0.105495], [-0.603044, 0.367104, 0.021543, -0.239149, -0.11382, -0.211777, -0.634753], [-0.045146, 0.042039, -0.112698, -0.318861, -0.296171, 0.570268, -0.245636]], "network.2.bias": [-0.122383, 0.147871, 0.512333, -0.528169, -0.259106, -0.021748, 0.275106], "network.4.weight": [[0.254489, 0.413695, -0.193073, 0.589145, -0.176409, -0.073284, -0.606891], [0.377245, 0.058276, -0.542246, -0.244542, -0.046123, -0.31749, -0.042716], [-0.092922, -0.41183, 0.048797, 0.159171, -0.513745, 0.22442, 0.019769], [-0.119033, -0.529974, -0.165661, 0.04221, -0.094922, -0.123125, 0.004107], [-0.037031, -0.095909, -0.116, 0.03814, -0.345059, -0.274035, -0.163371], [-0.131087, -0.221672, -0.210449, 0.0642, -0.115046, -0.017955, -0.352553], [0.507787, 0.405021, -0.449097, 0.435832, -0.272065, -0.031712, -0.628737]], "network.4.bias": [-0.203201, -0.14296, -0.23931, -0.016756, -0.551413, -0.333145, -0.084123], "network.6.weight": [[-0.299794, 0.138777, 0.212356, 0.109565, -0.056431, 0.075612, 0.171164], [0.51305, 0.431965, -0.40259, -0.106289, 0.377, 0.145252, 0.713169], [0.039076, 0.285492, -0.008808, 0.014264, 0.271313, 0.197523, -0.150791], [-0.166744, -0.420094, -0.334768, 0.208797, -0.06274, 0.276351, -0.286459], [-0.166961, 0.327724, -0.278047, 0.041895, -0.192189, 0.020432, -0.551886], [0.834246, -0.165704, -0.380761, 0.330915, 0.118208, 0.18306, 0.856166], [0.405731, 0.179628, 0.090932, 0.211333, -0.13457, 0.124549, 0.462085]], "network.6.bias": [-0.372666, -0.140974, 0.498017, -0.223587, -0.168312, -0.068403, -0.396695], "network.8.weight": [[-0.238409, -0.50746, 0.581218, 0.517142, -0.11804, -0.174797, -0.360588]], "network.8.bias": [0.415204]}
|
{"alternating": {"accuracy": 0.6971428571428572, "precision": 0.12325581395348838, "recall": 0.53, "f1": 0.2, "tp": 53, "fp": 377, "fn": 47, "tn": 923, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.6557142857142857, "precision": 0.05581395348837209, "recall": 0.24, "f1": 0.09056603773584905, "tp": 24, "fp": 406, "fn": 76, "tn": 894, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6257142857142857, "precision": 0.0069767441860465115, "recall": 0.03, "f1": 0.011320754716981131, "tp": 3, "fp": 427, "fn": 97, "tn": 873, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7642857142857142, "precision": 0.23255813953488372, "recall": 1.0, "f1": 0.37735849056603776, "tp": 100, "fp": 330, "fn": 0, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7126666666666667, "precision": 0.18714555765595464, "recall": 0.99, "f1": 0.314785373608903, "tp": 99, "fp": 430, "fn": 1, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.6657142857142857, "precision": 0.07209302325581396, "recall": 0.31, "f1": 0.11698113207547171, "tp": 31, "fp": 399, "fn": 69, "tn": 901, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.6214285714285714, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 430, "fn": 100, "tn": 870, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.6728571428571428, "precision": 0.08372093023255814, "recall": 0.36, "f1": 0.13584905660377358, "tp": 36, "fp": 394, "fn": 64, "tn": 906, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.6357142857142857, "precision": 0.023255813953488372, "recall": 0.1, "f1": 0.03773584905660377, "tp": 10, "fp": 420, "fn": 90, "tn": 880, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7585714285714286, "precision": 0.22325581395348837, "recall": 0.96, "f1": 0.3622641509433962, "tp": 96, "fp": 334, "fn": 4, "tn": 966, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.6228571428571429, "precision": 0.002325581395348837, "recall": 0.01, "f1": 0.003773584905660377, "tp": 1, "fp": 429, "fn": 99, "tn": 871, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6371428571428571, "precision": 0.02558139534883721, "recall": 0.11, "f1": 0.04150943396226415, "tp": 11, "fp": 419, "fn": 89, "tn": 881, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.6457142857142857, "precision": 0.03953488372093023, "recall": 0.17, "f1": 0.06415094339622641, "tp": 17, "fp": 413, "fn": 83, "tn": 887, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.6757142857142857, "precision": 0.08837209302325581, "recall": 0.38, "f1": 0.14339622641509434, "tp": 38, "fp": 392, "fn": 62, "tn": 908, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.6708027210884353, "macro_precision": 0.08313498169303332, "macro_recall": 0.37071428571428566, "macro_f1": 0.1356922167133044, "micro_accuracy": 0.6710152284263959, "micro_precision": 0.08481778068311815, "micro_recall": 0.3707142857142857, "micro_f1": 0.13805027264263864}}
|
{"network.0.weight": [[-0.044491153210401535, 0.04638894274830818, 0.017235038802027702, 0.012394890189170837, 0.05655906721949577], [-0.08924119919538498, -0.03342442959547043, 0.05107914283871651, -0.04779646918177605, 0.05367983505129814], [0.006651185918599367, 0.052821751683950424, 0.03765980526804924, -0.08686564862728119, -0.025492049753665924], [-0.04902767017483711, 0.060957636684179306, 0.008379396982491016, 0.010460536926984787, 0.04114791378378868], [-0.08641637861728668, -0.020065970718860626, 0.04434004798531532, -0.0701523870229721, 0.044377002865076065], [0.01711254194378853, 0.027361568063497543, 0.013304242864251137, -0.06559207290410995, -0.010808565653860569], [-0.06967520713806152, 0.02268616482615471, -0.0026336186565458775, 0.0025784450117498636, 0.03956091031432152]], "network.0.bias": [0.04846162348985672, 0.005189118441194296, 0.04997289553284645, 0.028419943526387215, -0.0040586465038359165, 0.04977526143193245, 0.02104111947119236], "network.2.weight": [[-0.04254204034805298, 0.016119591891765594, 0.06193878874182701, -0.04766879603266716, 0.04102112725377083, -0.0097543029114604, 0.02565600723028183], [0.03809385746717453, -0.07263816893100739, 0.025429032742977142, 0.03745758906006813, -0.055375199764966965, 0.04762737825512886, 0.015099418349564075], [0.04555974528193474, 0.014542030170559883, -0.07019449770450592, 0.005319303832948208, 0.02791558764874935, -0.08058170974254608, 0.010404463857412338], [0.041003622114658356, 0.03815165534615517, 0.00895988754928112, -0.05989387258887291, 0.02430371195077896, 0.028958162292838097, -0.0871177613735199], [-0.026092426851391792, 0.05290660262107849, 0.03197375312447548, 0.003021082142367959, -0.044611912220716476, -0.015018322505056858, 0.012612481601536274], [0.027830202132463455, -0.03106011636555195, 0.04283342510461807, 0.039141301065683365, 0.007272808346897364, -0.053163353353738785, 0.01781434565782547], [-0.08571058511734009, 0.04174540936946869, -0.03591558709740639, 0.04270809143781662, 0.02651989832520485, 0.005192904267460108, -0.05125118046998978]], "network.2.bias": [0.04321656748652458, 0.03175642341375351, 0.0019465661607682705, 0.04536294564604759, -0.08853606879711151, 0.014586751349270344, 0.023174405097961426], "network.4.weight": [[0.01573256216943264, -0.08597082644701004, 0.008278347551822662, -0.03672606125473976, 0.06631544232368469, 0.025602523237466812, 0.002215108135715127], [0.04905056208372116, -0.001859749318100512, -0.08699212223291397, 0.021517712622880936, -0.02531147189438343, 0.049491651356220245, 0.02458200231194496], [-0.03511856496334076, 0.04626745730638504, 0.005468135233968496, -0.0862751230597496, 0.05750349536538124, -0.03377429023385048, 0.0347108319401741], [0.011421866714954376, -0.03255278989672661, -0.008993037976324558, -0.013861636631190777, -0.07365135103464127, 0.03748016804456711, -0.01218839269131422], [0.019467774778604507, -0.014221709221601486, -0.03292855620384216, 0.026104986667633057, 0.01152030099183321, -0.0717528909444809, 0.03959431126713753], [0.07096001505851746, 0.028989803045988083, -0.031221074983477592, -0.020853174850344658, 0.037979692220687866, 0.010619846172630787, -0.06507650017738342], [-0.03197159245610237, 0.050733912736177444, 0.03363852575421333, -0.018062373623251915, -0.010276754386723042, 0.03305244445800781, 0.007152927573770285]], "network.4.bias": [-0.046990957111120224, -0.009135894477367401, 0.025195930153131485, 0.04952583461999893, -0.02615787275135517, 0.022484518587589264, -0.0440799817442894], "network.6.weight": [[0.04393056780099869, -0.040150437504053116, 0.048165448009967804, 0.01767982915043831, 0.008801741525530815, -0.00048671767581254244, 0.03678664565086365], [-0.027148237451910973, 0.06226701661944389, -0.04363156482577324, 0.05361957848072052, 0.011072731576859951, 0.016131913289427757, -0.004557409323751926], [-0.0033518769778311253, -0.03643610700964928, 0.05390549823641777, -0.03227801248431206, 0.0413261353969574, 0.032582271844148636, 0.012851075269281864], [0.016077496111392975, -0.006144816521555185, -0.04315042495727539, 0.04011071100831032, -0.029969917610287666, 0.0410400927066803, 0.028013713657855988], [-0.0007689633639529347, 0.008231154642999172, -0.02073676325380802, -0.023190511390566826, 0.010547701269388199, -0.04177411273121834, 0.002629660302773118], [-0.013474086299538612, 0.02817699871957302, -0.017147798091173172, -0.013108174316585064, -0.023752158507704735, 0.00926775112748146, -0.032642584294080734], [0.001014604466035962, -0.0009063255856744945, 0.031734660267829895, -0.036158449947834015, -0.018127070739865303, -0.017049534246325493, -0.0005928796017542481]], "network.6.bias": [-0.003445195499807596, 0.029137995094060898, -0.0009003776358440518, 0.01759297586977482, -0.005662344861775637, -0.015423664823174477, -0.021715061739087105], "network.8.weight": [[-0.013340458273887634, -0.006543849129229784, 0.014490321278572083, 0.021091880276799202, -0.05232967808842659, -0.02469836361706257, -0.015869181603193283]], "network.8.bias": [-0.036177847534418106]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.18634, -0.542329, -0.504438, 0.181834, -0.149202], [-0.144187, 0.237648, 0.417986, -0.28762, -0.447378], [-0.03988, 0.319079, 0.26233, -0.406551, 0.808542], [0.705349, -0.268535, -0.168486, 0.042786, 0.429649], [-0.993844, -0.028889, -0.172689, 0.115012, 0.861117], [0.243836, 0.198136, 0.244983, 0.704996, -0.215443], [0.777952, -0.124984, -0.028766, 0.110768, 0.612781]], "network.0.bias": [-0.571336, -0.110341, 0.299337, -0.097642, -0.285191, 0.089108, 0.337023], "network.2.weight": [[0.104766, -0.249714, 0.466232, 0.187558, 0.510151, -0.289724, 0.38602], [-0.230409, 0.006758, 0.355564, 0.499359, 0.741219, -0.035615, 0.544088], [0.359243, 0.54077, 0.033318, -0.130218, -0.267746, 0.353131, -0.223978], [-0.302849, 0.10283, 0.294417, 0.284889, 0.769608, -0.072766, 0.442808], [-0.528929, 0.378196, 0.207289, -0.248355, -0.556019, -0.126741, -0.105495], [-0.603044, 0.367104, 0.021543, -0.239149, -0.11382, -0.211777, -0.634753], [-0.045146, 0.042039, -0.112698, -0.318861, -0.296171, 0.570268, -0.245636]], "network.2.bias": [-0.122383, 0.147871, 0.512333, -0.528169, -0.259106, -0.021748, 0.275106], "network.4.weight": [[0.254489, 0.413695, -0.193073, 0.589145, -0.176409, -0.073284, -0.606891], [0.377245, 0.058276, -0.542246, -0.244542, -0.046123, -0.31749, -0.042716], [-0.092922, -0.41183, 0.048797, 0.159171, -0.513745, 0.22442, 0.019769], [-0.119033, -0.529974, -0.165661, 0.04221, -0.094922, -0.123125, 0.004107], [-0.037031, -0.095909, -0.116, 0.03814, -0.345059, -0.274035, -0.163371], [-0.131087, -0.221672, -0.210449, 0.0642, -0.115046, -0.017955, -0.352553], [0.507787, 0.405021, -0.449097, 0.435832, -0.272065, -0.031712, -0.628737]], "network.4.bias": [-0.203201, -0.14296, -0.23931, -0.016756, -0.551413, -0.333145, -0.084123], "network.6.weight": [[-0.299794, 0.138777, 0.212356, 0.109565, -0.056431, 0.075612, 0.171164], [0.51305, 0.431965, -0.40259, -0.106289, 0.377, 0.145252, 0.713169], [0.039076, 0.285492, -0.008808, 0.014264, 0.271313, 0.197523, -0.150791], [-0.166744, -0.420094, -0.334768, 0.208797, -0.06274, 0.276351, -0.286459], [-0.166961, 0.327724, -0.278047, 0.041895, -0.192189, 0.020432, -0.551886], [0.834246, -0.165704, -0.380761, 0.330915, 0.118208, 0.18306, 0.856166], [0.405731, 0.179628, 0.090932, 0.211333, -0.13457, 0.124549, 0.462085]], "network.6.bias": [-0.372666, -0.140974, 0.498017, -0.223587, -0.168312, -0.068403, -0.396695], "network.8.weight": [[-0.238409, -0.50746, 0.581218, 0.517142, -0.11804, -0.174797, -0.360588]], "network.8.bias": [0.415204]}
|
{"alternating": {"accuracy": 0.6971428571428572, "precision": 0.12325581395348838, "recall": 0.53, "f1": 0.2, "tp": 53, "fp": 377, "fn": 47, "tn": 923, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.6557142857142857, "precision": 0.05581395348837209, "recall": 0.24, "f1": 0.09056603773584905, "tp": 24, "fp": 406, "fn": 76, "tn": 894, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6257142857142857, "precision": 0.0069767441860465115, "recall": 0.03, "f1": 0.011320754716981131, "tp": 3, "fp": 427, "fn": 97, "tn": 873, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7642857142857142, "precision": 0.23255813953488372, "recall": 1.0, "f1": 0.37735849056603776, "tp": 100, "fp": 330, "fn": 0, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7126666666666667, "precision": 0.18714555765595464, "recall": 0.99, "f1": 0.314785373608903, "tp": 99, "fp": 430, "fn": 1, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.6657142857142857, "precision": 0.07209302325581396, "recall": 0.31, "f1": 0.11698113207547171, "tp": 31, "fp": 399, "fn": 69, "tn": 901, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.6214285714285714, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 430, "fn": 100, "tn": 870, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.6728571428571428, "precision": 0.08372093023255814, "recall": 0.36, "f1": 0.13584905660377358, "tp": 36, "fp": 394, "fn": 64, "tn": 906, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.6357142857142857, "precision": 0.023255813953488372, "recall": 0.1, "f1": 0.03773584905660377, "tp": 10, "fp": 420, "fn": 90, "tn": 880, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7585714285714286, "precision": 0.22325581395348837, "recall": 0.96, "f1": 0.3622641509433962, "tp": 96, "fp": 334, "fn": 4, "tn": 966, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.6228571428571429, "precision": 0.002325581395348837, "recall": 0.01, "f1": 0.003773584905660377, "tp": 1, "fp": 429, "fn": 99, "tn": 871, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6371428571428571, "precision": 0.02558139534883721, "recall": 0.11, "f1": 0.04150943396226415, "tp": 11, "fp": 419, "fn": 89, "tn": 881, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.6457142857142857, "precision": 0.03953488372093023, "recall": 0.17, "f1": 0.06415094339622641, "tp": 17, "fp": 413, "fn": 83, "tn": 887, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.6757142857142857, "precision": 0.08837209302325581, "recall": 0.38, "f1": 0.14339622641509434, "tp": 38, "fp": 392, "fn": 62, "tn": 908, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.6708027210884353, "macro_precision": 0.08313498169303332, "macro_recall": 0.37071428571428566, "macro_f1": 0.1356922167133044, "micro_accuracy": 0.6710152284263959, "micro_precision": 0.08481778068311815, "micro_recall": 0.3707142857142857, "micro_f1": 0.13805027264263864}}
|
{"network.0.weight": [[0.09151668846607208, 0.09052371233701706, 0.04215177521109581, 0.003721647197380662, 0.023821290582418442], [-0.05827828496694565, -0.06821320205926895, 0.0065476796589791775, 0.08481939136981964, 0.09577454626560211], [-0.0005892027984373271, 0.023794259876012802, 0.029040327295660973, -0.0566791333258152, -0.06189524382352829], [0.08082926273345947, 0.10071034729480743, 0.035223569720983505, 0.003306426340714097, 0.012978981249034405], [-0.05703744664788246, -0.0564533993601799, 0.007551637943834066, 0.05713195726275444, 0.08112466335296631], [0.00447578402236104, 0.005132030230015516, 0.006506672594696283, -0.03620602563023567, -0.04632159322500229], [0.054510969668626785, 0.05388960242271423, 0.024823663756251335, -0.01326831430196762, 0.020021449774503708]], "network.0.bias": [0.03696628659963608, 0.031668227165937424, 0.008297537453472614, 0.02250886894762516, 0.021807802841067314, 0.014487032778561115, 0.014488140121102333], "network.2.weight": [[-0.012796317227184772, -0.020431779325008392, 0.03243756666779518, 0.06077281013131142, 0.07057613134384155, 0.02120026759803295, 0.01804599165916443], [0.042110271751880646, -0.05130048468708992, -0.02020101249217987, 0.01832016371190548, 0.04832525923848152, 0.06980764865875244, 0.046344634145498276], [0.027452673763036728, 0.01946566067636013, -0.051950275897979736, -0.0430990606546402, 0.011680458672344685, 0.014181139878928661, 0.027250953018665314], [0.022725209593772888, 0.023326139897108078, 0.016092384234070778, -0.04125889390707016, -0.027116380631923676, 0.013838824816048145, -0.0049611604772508144], [0.010901969857513905, 0.034988608211278915, 0.024007122963666916, 0.01788841374218464, -0.03213188424706459, -0.07657869905233383, -0.00500325346365571], [0.028929080814123154, 0.007034522946923971, 0.023156791925430298, 0.03322212025523186, 0.024370955303311348, -0.038097966462373734, -0.046808816492557526], [-0.013752964325249195, 0.03283913806080818, 0.0038055009208619595, 0.01758662424981594, 0.03136550262570381, 0.02404915727674961, -0.036274537444114685]], "network.2.bias": [0.023331206291913986, 0.019128873944282532, 0.03469833359122276, 0.05223822593688965, -0.009372946806252003, -0.0016993979224935174, -0.04693201184272766], "network.4.weight": [[-0.0021064081229269505, -0.023364214226603508, -0.022937584668397903, 0.0037513948045670986, 0.041261427104473114, 0.030029866844415665, 0.023729294538497925], [-0.01328583899885416, -0.012048664502799511, -0.02338220737874508, -0.019357290118932724, 0.013617915101349354, 0.0222194604575634, 0.03391179069876671], [-0.019915355369448662, -0.020867779850959778, -0.005652094725519419, -0.03166569769382477, 0.012556064873933792, 0.0028254962526261806, -0.015917625278234482], [0.026452982798218727, -0.015794111415743828, -0.07680828124284744, -0.031177708879113197, -0.008828657679259777, -0.03070059046149254, 0.02811424247920513], [0.042855408042669296, -0.0027505436446517706, -0.013597019948065281, -0.03289184719324112, -0.0010570461163297296, -0.018162662163376808, -0.018758106976747513], [0.022309504449367523, 0.052871137857437134, -0.01732211373746395, -0.003938981331884861, -0.02655715122818947, 0.004298163112252951, -0.011139863170683384], [-0.0006254488253034651, -0.0017388255801051855, 0.04949885606765747, -0.004194043111056089, 0.006555031053721905, -0.024492323398590088, 0.00153915339615196]], "network.4.bias": [-0.03416113555431366, 0.012590810656547546, 0.0637870728969574, 0.0035787245724350214, 0.00863842386752367, -0.04622967913746834, 0.010019206441938877], "network.6.weight": [[-0.04198738560080528, -0.018811004236340523, -0.016937268897891045, 0.03346073254942894, 0.02296544425189495, 0.020528366789221764, -0.0014385925605893135], [0.04526523873209953, -0.027088869363069534, -0.03977463021874428, -0.014161359518766403, 0.025277063250541687, 0.027605919167399406, 0.018066121265292168], [-0.018037663772702217, 0.03718099370598793, -0.04141031578183174, -0.02958555705845356, -0.021278761327266693, 0.03578948602080345, 0.041058626025915146], [-0.006666623987257481, -0.013000826351344585, 0.025763383135199547, -0.05814408138394356, -0.032367292791604996, -0.012883003801107407, 0.03837372735142708], [0.012935074977576733, -0.004297678358852863, -0.033217448741197586, 0.07208165526390076, -0.05238085612654686, -0.03824611380696297, -0.01797810196876526], [-0.00141610368154943, 0.02027583122253418, -0.011997048743069172, -0.021395208314061165, 0.08380655944347382, -0.07260498404502869, -0.04934222623705864], [0.0019150555599480867, 0.024095021188259125, 0.021413413807749748, -0.024553045630455017, -0.03148378059267998, 0.09369408339262009, -0.10899423062801361]], "network.6.bias": [-0.01698918081820011, 0.0038794679567217827, 0.015963861718773842, 0.04104045778512955, -0.010686174966394901, -0.057596832513809204, -0.0704549252986908], "network.8.weight": [[-0.06528309732675552, 0.009345303289592266, 0.05075250193476677, 0.007497885264456272, -0.026311475783586502, -0.04388289526104927, 0.07534712553024292]], "network.8.bias": [-0.12743297219276428]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.18634, -0.542329, -0.504438, 0.181834, -0.149202], [-0.144187, 0.237648, 0.417986, -0.28762, -0.447378], [-0.03988, 0.319079, 0.26233, -0.406551, 0.808542], [0.705349, -0.268535, -0.168486, 0.042786, 0.429649], [-0.993844, -0.028889, -0.172689, 0.115012, 0.861117], [0.243836, 0.198136, 0.244983, 0.704996, -0.215443], [0.777952, -0.124984, -0.028766, 0.110768, 0.612781]], "network.0.bias": [-0.571336, -0.110341, 0.299337, -0.097642, -0.285191, 0.089108, 0.337023], "network.2.weight": [[0.104766, -0.249714, 0.466232, 0.187558, 0.510151, -0.289724, 0.38602], [-0.230409, 0.006758, 0.355564, 0.499359, 0.741219, -0.035615, 0.544088], [0.359243, 0.54077, 0.033318, -0.130218, -0.267746, 0.353131, -0.223978], [-0.302849, 0.10283, 0.294417, 0.284889, 0.769608, -0.072766, 0.442808], [-0.528929, 0.378196, 0.207289, -0.248355, -0.556019, -0.126741, -0.105495], [-0.603044, 0.367104, 0.021543, -0.239149, -0.11382, -0.211777, -0.634753], [-0.045146, 0.042039, -0.112698, -0.318861, -0.296171, 0.570268, -0.245636]], "network.2.bias": [-0.122383, 0.147871, 0.512333, -0.528169, -0.259106, -0.021748, 0.275106], "network.4.weight": [[0.254489, 0.413695, -0.193073, 0.589145, -0.176409, -0.073284, -0.606891], [0.377245, 0.058276, -0.542246, -0.244542, -0.046123, -0.31749, -0.042716], [-0.092922, -0.41183, 0.048797, 0.159171, -0.513745, 0.22442, 0.019769], [-0.119033, -0.529974, -0.165661, 0.04221, -0.094922, -0.123125, 0.004107], [-0.037031, -0.095909, -0.116, 0.03814, -0.345059, -0.274035, -0.163371], [-0.131087, -0.221672, -0.210449, 0.0642, -0.115046, -0.017955, -0.352553], [0.507787, 0.405021, -0.449097, 0.435832, -0.272065, -0.031712, -0.628737]], "network.4.bias": [-0.203201, -0.14296, -0.23931, -0.016756, -0.551413, -0.333145, -0.084123], "network.6.weight": [[-0.299794, 0.138777, 0.212356, 0.109565, -0.056431, 0.075612, 0.171164], [0.51305, 0.431965, -0.40259, -0.106289, 0.377, 0.145252, 0.713169], [0.039076, 0.285492, -0.008808, 0.014264, 0.271313, 0.197523, -0.150791], [-0.166744, -0.420094, -0.334768, 0.208797, -0.06274, 0.276351, -0.286459], [-0.166961, 0.327724, -0.278047, 0.041895, -0.192189, 0.020432, -0.551886], [0.834246, -0.165704, -0.380761, 0.330915, 0.118208, 0.18306, 0.856166], [0.405731, 0.179628, 0.090932, 0.211333, -0.13457, 0.124549, 0.462085]], "network.6.bias": [-0.372666, -0.140974, 0.498017, -0.223587, -0.168312, -0.068403, -0.396695], "network.8.weight": [[-0.238409, -0.50746, 0.581218, 0.517142, -0.11804, -0.174797, -0.360588]], "network.8.bias": [0.415204]}
|
{"alternating": {"accuracy": 0.6971428571428572, "precision": 0.12325581395348838, "recall": 0.53, "f1": 0.2, "tp": 53, "fp": 377, "fn": 47, "tn": 923, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.6557142857142857, "precision": 0.05581395348837209, "recall": 0.24, "f1": 0.09056603773584905, "tp": 24, "fp": 406, "fn": 76, "tn": 894, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6257142857142857, "precision": 0.0069767441860465115, "recall": 0.03, "f1": 0.011320754716981131, "tp": 3, "fp": 427, "fn": 97, "tn": 873, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7642857142857142, "precision": 0.23255813953488372, "recall": 1.0, "f1": 0.37735849056603776, "tp": 100, "fp": 330, "fn": 0, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7126666666666667, "precision": 0.18714555765595464, "recall": 0.99, "f1": 0.314785373608903, "tp": 99, "fp": 430, "fn": 1, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.6657142857142857, "precision": 0.07209302325581396, "recall": 0.31, "f1": 0.11698113207547171, "tp": 31, "fp": 399, "fn": 69, "tn": 901, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.6214285714285714, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 430, "fn": 100, "tn": 870, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.6728571428571428, "precision": 0.08372093023255814, "recall": 0.36, "f1": 0.13584905660377358, "tp": 36, "fp": 394, "fn": 64, "tn": 906, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.6357142857142857, "precision": 0.023255813953488372, "recall": 0.1, "f1": 0.03773584905660377, "tp": 10, "fp": 420, "fn": 90, "tn": 880, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7585714285714286, "precision": 0.22325581395348837, "recall": 0.96, "f1": 0.3622641509433962, "tp": 96, "fp": 334, "fn": 4, "tn": 966, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.6228571428571429, "precision": 0.002325581395348837, "recall": 0.01, "f1": 0.003773584905660377, "tp": 1, "fp": 429, "fn": 99, "tn": 871, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6371428571428571, "precision": 0.02558139534883721, "recall": 0.11, "f1": 0.04150943396226415, "tp": 11, "fp": 419, "fn": 89, "tn": 881, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.6457142857142857, "precision": 0.03953488372093023, "recall": 0.17, "f1": 0.06415094339622641, "tp": 17, "fp": 413, "fn": 83, "tn": 887, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.6757142857142857, "precision": 0.08837209302325581, "recall": 0.38, "f1": 0.14339622641509434, "tp": 38, "fp": 392, "fn": 62, "tn": 908, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.6708027210884353, "macro_precision": 0.08313498169303332, "macro_recall": 0.37071428571428566, "macro_f1": 0.1356922167133044, "micro_accuracy": 0.6710152284263959, "micro_precision": 0.08481778068311815, "micro_recall": 0.3707142857142857, "micro_f1": 0.13805027264263864}}
|
{"network.0.weight": [[0.006308528129011393, 0.04633031412959099, 0.03783385083079338, 0.09934412688016891, 0.054415758699178696], [-0.08962240070104599, -0.009283416904509068, 0.04628061130642891, 0.006803678814321756, 0.055372726172208786], [0.0877852663397789, 0.04819745942950249, 0.061830002814531326, -0.08433999121189117, -0.0022690529003739357], [0.00901843886822462, 0.06399455666542053, 0.026232821866869926, 0.087839774787426, 0.034364115446805954], [-0.08224580436944962, 0.0024942671880126, 0.039271872490644455, -0.009588477201759815, 0.047933753579854965], [0.09897277504205704, 0.017009403556585312, 0.04307680204510689, -0.060634661465883255, 0.011668547056615353], [-0.0010176500072702765, 0.024652604013681412, 0.0136231305077672, 0.08539967238903046, 0.027794938534498215]], "network.0.bias": [0.06999945640563965, 0.024978501722216606, 0.044616032391786575, 0.055155087262392044, 0.013148454017937183, 0.04424663260579109, 0.05180714279413223], "network.2.weight": [[-0.037132274359464645, 0.036836475133895874, 0.056632932275533676, 0.023703226819634438, 0.040994223207235336, 0.004187820013612509, 0.10192472487688065], [0.06812245398759842, -0.0692916214466095, 0.042947687208652496, 0.03687999024987221, 0.015405903570353985, 0.04624077305197716, 0.027281997725367546], [0.03990961238741875, 0.04314258322119713, -0.06756937503814697, 0.022580184042453766, 0.03204280510544777, -0.005923022981733084, 0.006985996384173632], [0.11501669138669968, 0.03366691991686821, 0.03550355136394501, -0.05679740384221077, 0.04220610857009888, 0.035437438637018204, -0.005319667514413595], [-0.015955792739987373, 0.13194487988948822, 0.02209223434329033, 0.03293576091527939, -0.04277500510215759, -0.0002662474289536476, 0.024997657164931297], [0.027782022953033447, -0.02259157784283161, 0.11894930154085159, 0.03242340311408043, 0.040567796677351, -0.053536128252744675, 0.029252760112285614], [0.00383179122582078, 0.04422682151198387, -0.028018029406666756, 0.12261877208948135, 0.0151687515899539, 0.0421600304543972, -0.05339952930808067]], "network.2.bias": [0.034068841487169266, 0.10729440301656723, 0.01275202352553606, 0.04406190291047096, -0.006798197980970144, 0.02944059483706951, 0.031501270830631256], "network.4.weight": [[0.03451353684067726, 0.007558452431112528, 0.007511869538575411, -0.026781992986798286, 0.1408991515636444, 0.0191834457218647, 0.03682814538478851], [0.0527607724070549, 0.012581844814121723, 0.0024460987187922, 0.02466392144560814, -0.016495617106556892, 0.12364961951971054, 0.01933012530207634], [-0.04016689956188202, 0.051726922392845154, 0.021464770659804344, 0.017247594892978668, 0.06348918378353119, -0.027142809703946114, 0.12509000301361084], [0.061709579080343246, -0.044560421258211136, -0.00744392815977335, 0.01077736634761095, 0.01732596755027771, 0.046275459229946136, -0.006836796645075083], [0.017118971794843674, 0.03304057940840721, -0.04507755860686302, 0.028231143951416016, 0.027031859382987022, 0.018153900280594826, 0.04280547797679901], [0.13545387983322144, 0.03490538150072098, 0.014215020462870598, -0.03326155245304108, 0.038422249257564545, 0.02644476853311062, 0.022051051259040833], [-0.026102768257260323, 0.11011938750743866, 0.04512021318078041, 0.026764610782265663, -0.02236316166818142, 0.03360084444284439, 0.023391520604491234]], "network.4.bias": [-0.05141779035329819, 0.02785463072359562, 0.007120850961655378, 0.12442149966955185, -0.018524082377552986, 0.02460300922393799, 0.036958079785108566], "network.6.weight": [[0.05357552692294121, -0.03736646845936775, 0.10454914718866348, 0.031204700469970703, 0.056475065648555756, -0.017937256023287773, 0.03549844026565552], [0.045428451150655746, 0.08286189287900925, -0.038013044744729996, 0.10271383076906204, 0.021511778235435486, 0.06489282101392746, -0.02571694366633892], [0.013752681203186512, 0.03041694313287735, 0.0731855109333992, -0.02856569178402424, 0.08909007161855698, 0.04606194421648979, 0.051941659301519394], [0.01625742018222809, 0.011047285981476307, 0.01603110320866108, 0.06320487707853317, -0.02362312562763691, 0.09694942086935043, 0.033497847616672516], [-0.01831688918173313, 0.007722009904682636, -0.0041662254370749, 0.017688600346446037, 0.039194971323013306, -0.0466705746948719, 0.06562032550573349], [0.028468310832977295, -0.013048932887613773, -0.005016413517296314, -0.002247507218271494, 0.018466642126441002, 0.01600334793329239, -0.047674860805273056], [0.05146205797791481, 0.03074518032371998, 0.0062568774446845055, -0.019282445311546326, 0.0013861184706911445, 0.010366140864789486, 0.005184514913707972]], "network.6.bias": [0.014188644476234913, 0.023406069725751877, -0.01917394995689392, 0.052771519869565964, 0.07786403596401215, 0.022683918476104736, -0.03625839576125145], "network.8.weight": [[0.013325344771146774, 0.030943211168050766, 0.04156606271862984, -0.004946772940456867, -0.03209633007645607, -0.006934421602636576, 0.027856988832354546]], "network.8.bias": [-0.033109311014413834]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.18634, -0.542329, -0.504438, 0.181834, -0.149202], [-0.144187, 0.237648, 0.417986, -0.28762, -0.447378], [-0.03988, 0.319079, 0.26233, -0.406551, 0.808542], [0.705349, -0.268535, -0.168486, 0.042786, 0.429649], [-0.993844, -0.028889, -0.172689, 0.115012, 0.861117], [0.243836, 0.198136, 0.244983, 0.704996, -0.215443], [0.777952, -0.124984, -0.028766, 0.110768, 0.612781]], "network.0.bias": [-0.571336, -0.110341, 0.299337, -0.097642, -0.285191, 0.089108, 0.337023], "network.2.weight": [[0.104766, -0.249714, 0.466232, 0.187558, 0.510151, -0.289724, 0.38602], [-0.230409, 0.006758, 0.355564, 0.499359, 0.741219, -0.035615, 0.544088], [0.359243, 0.54077, 0.033318, -0.130218, -0.267746, 0.353131, -0.223978], [-0.302849, 0.10283, 0.294417, 0.284889, 0.769608, -0.072766, 0.442808], [-0.528929, 0.378196, 0.207289, -0.248355, -0.556019, -0.126741, -0.105495], [-0.603044, 0.367104, 0.021543, -0.239149, -0.11382, -0.211777, -0.634753], [-0.045146, 0.042039, -0.112698, -0.318861, -0.296171, 0.570268, -0.245636]], "network.2.bias": [-0.122383, 0.147871, 0.512333, -0.528169, -0.259106, -0.021748, 0.275106], "network.4.weight": [[0.254489, 0.413695, -0.193073, 0.589145, -0.176409, -0.073284, -0.606891], [0.377245, 0.058276, -0.542246, -0.244542, -0.046123, -0.31749, -0.042716], [-0.092922, -0.41183, 0.048797, 0.159171, -0.513745, 0.22442, 0.019769], [-0.119033, -0.529974, -0.165661, 0.04221, -0.094922, -0.123125, 0.004107], [-0.037031, -0.095909, -0.116, 0.03814, -0.345059, -0.274035, -0.163371], [-0.131087, -0.221672, -0.210449, 0.0642, -0.115046, -0.017955, -0.352553], [0.507787, 0.405021, -0.449097, 0.435832, -0.272065, -0.031712, -0.628737]], "network.4.bias": [-0.203201, -0.14296, -0.23931, -0.016756, -0.551413, -0.333145, -0.084123], "network.6.weight": [[-0.299794, 0.138777, 0.212356, 0.109565, -0.056431, 0.075612, 0.171164], [0.51305, 0.431965, -0.40259, -0.106289, 0.377, 0.145252, 0.713169], [0.039076, 0.285492, -0.008808, 0.014264, 0.271313, 0.197523, -0.150791], [-0.166744, -0.420094, -0.334768, 0.208797, -0.06274, 0.276351, -0.286459], [-0.166961, 0.327724, -0.278047, 0.041895, -0.192189, 0.020432, -0.551886], [0.834246, -0.165704, -0.380761, 0.330915, 0.118208, 0.18306, 0.856166], [0.405731, 0.179628, 0.090932, 0.211333, -0.13457, 0.124549, 0.462085]], "network.6.bias": [-0.372666, -0.140974, 0.498017, -0.223587, -0.168312, -0.068403, -0.396695], "network.8.weight": [[-0.238409, -0.50746, 0.581218, 0.517142, -0.11804, -0.174797, -0.360588]], "network.8.bias": [0.415204]}
|
{"alternating": {"accuracy": 0.6971428571428572, "precision": 0.12325581395348838, "recall": 0.53, "f1": 0.2, "tp": 53, "fp": 377, "fn": 47, "tn": 923, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.6557142857142857, "precision": 0.05581395348837209, "recall": 0.24, "f1": 0.09056603773584905, "tp": 24, "fp": 406, "fn": 76, "tn": 894, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6257142857142857, "precision": 0.0069767441860465115, "recall": 0.03, "f1": 0.011320754716981131, "tp": 3, "fp": 427, "fn": 97, "tn": 873, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7642857142857142, "precision": 0.23255813953488372, "recall": 1.0, "f1": 0.37735849056603776, "tp": 100, "fp": 330, "fn": 0, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7126666666666667, "precision": 0.18714555765595464, "recall": 0.99, "f1": 0.314785373608903, "tp": 99, "fp": 430, "fn": 1, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.6657142857142857, "precision": 0.07209302325581396, "recall": 0.31, "f1": 0.11698113207547171, "tp": 31, "fp": 399, "fn": 69, "tn": 901, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.6214285714285714, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 430, "fn": 100, "tn": 870, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.6728571428571428, "precision": 0.08372093023255814, "recall": 0.36, "f1": 0.13584905660377358, "tp": 36, "fp": 394, "fn": 64, "tn": 906, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.6357142857142857, "precision": 0.023255813953488372, "recall": 0.1, "f1": 0.03773584905660377, "tp": 10, "fp": 420, "fn": 90, "tn": 880, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7585714285714286, "precision": 0.22325581395348837, "recall": 0.96, "f1": 0.3622641509433962, "tp": 96, "fp": 334, "fn": 4, "tn": 966, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.6228571428571429, "precision": 0.002325581395348837, "recall": 0.01, "f1": 0.003773584905660377, "tp": 1, "fp": 429, "fn": 99, "tn": 871, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6371428571428571, "precision": 0.02558139534883721, "recall": 0.11, "f1": 0.04150943396226415, "tp": 11, "fp": 419, "fn": 89, "tn": 881, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.6457142857142857, "precision": 0.03953488372093023, "recall": 0.17, "f1": 0.06415094339622641, "tp": 17, "fp": 413, "fn": 83, "tn": 887, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.6757142857142857, "precision": 0.08837209302325581, "recall": 0.38, "f1": 0.14339622641509434, "tp": 38, "fp": 392, "fn": 62, "tn": 908, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.6708027210884353, "macro_precision": 0.08313498169303332, "macro_recall": 0.37071428571428566, "macro_f1": 0.1356922167133044, "micro_accuracy": 0.6710152284263959, "micro_precision": 0.08481778068311815, "micro_recall": 0.3707142857142857, "micro_f1": 0.13805027264263864}}
|
{"network.0.weight": [[0.09424979984760284, 0.0915769562125206, 0.007869807071983814, 0.008027683943510056, -0.02458590641617775], [-0.10040971636772156, -0.01922183483839035, 0.03473005071282387, 0.0843115746974945, 0.09819532185792923], [0.0038399065379053354, -0.026235315948724747, 0.040988679975271225, -0.09871530532836914, -0.011734181083738804], [0.07707186788320541, 0.1044306755065918, 0.00044439497287385166, 0.008975990116596222, -0.03580178692936897], [-0.09887038916349411, -0.006211095489561558, 0.028125619515776634, 0.0517999567091465, 0.0876486599445343], [0.014327626675367355, -0.04780377820134163, 0.0191767830401659, -0.07858871668577194, 0.002427644096314907], [0.04562627896666527, 0.06329792737960815, -0.010327490977942944, 0.0005294571747072041, -0.03220031037926674]], "network.0.bias": [0.05050503835082054, -0.0033118450082838535, 0.033606115728616714, 0.03266263008117676, -0.011408972553908825, 0.03337160125374794, 0.028133677318692207], "network.2.weight": [[-0.055441964417696, 0.02940703183412552, 0.04546615853905678, 0.051339488476514816, 0.08009574562311172, -0.016183407977223396, 0.03109367936849594], [0.0474080890417099, -0.08928453177213669, 0.038732074201107025, 0.022340258583426476, 0.03549868240952492, 0.08599770069122314, 0.008915257640182972], [-0.017290014773607254, 0.024724023416638374, -0.08945814520120621, 0.017728783190250397, 0.013738085515797138, 0.00014627222844865173, 0.04751972109079361], [0.048617057502269745, -0.019797179847955704, 0.02090655453503132, -0.08107178658246994, 0.03687227517366409, 0.014553968794643879, -0.022821014747023582], [-0.03212099149823189, 0.061973221600055695, -0.021834734827280045, 0.0195649154484272, -0.0706416592001915, -0.0031028324738144875, -0.0011447618016973138], [0.06432749330997467, -0.036616552621126175, 0.0536685511469841, -0.010379989631474018, 0.02380414493381977, -0.07838180661201477, 0.03174176067113876], [-0.040389250963926315, 0.07723980396986008, -0.04144610837101936, 0.05164705216884613, -0.01927519217133522, 0.023292118683457375, -0.07631586492061615]], "network.2.bias": [-0.02294783666729927, 0.038789983838796616, -0.0035626464523375034, 0.08386531472206116, -0.03198854252696037, -0.00022872776025906205, 0.038379523903131485], "network.4.weight": [[-0.0002606013440527022, -0.04965731129050255, 0.04246921092271805, -0.044451434165239334, 0.07885265350341797, -0.012619663961231709, 0.020076362416148186], [0.06551741808652878, -0.017910325899720192, -0.06114434823393822, 0.053706083446741104, -0.03232397511601448, 0.06141742318868637, -0.009466824121773243], [-0.06184813752770424, 0.06378018110990524, -0.012524808757007122, -0.07488720864057541, 0.08842922747135162, -0.04073521867394447, 0.043620865792036057], [0.03109794296324253, -0.060043592005968094, 0.01325236540287733, -0.034315090626478195, -0.06936916708946228, 0.06389054656028748, -0.021487118676304817], [-0.005245399195700884, 0.004444824997335672, -0.05913512781262398, 0.048223190009593964, -0.006566236261278391, -0.07961708307266235, 0.06630323827266693], [0.07715443521738052, 0.012150089256465435, -0.010997535660862923, -0.04779030382633209, 0.05783563107252121, -0.009837071411311626, -0.08579939603805542], [-0.0380207784473896, 0.05237444490194321, 0.022586897015571594, 0.0023961777333170176, -0.03723415359854698, 0.05307352542877197, -0.01687953807413578]], "network.4.bias": [-0.07435491681098938, 0.009542318060994148, -0.0049996343441307545, 0.05689786374568939, -0.036007095128297806, 0.04669158533215523, -0.08278650045394897], "network.6.weight": [[0.06562520563602448, -0.04253734275698662, 0.0410911850631237, 0.014984174631536007, 0.027614638209342957, -0.02460671029984951, 0.055122338235378265], [-0.07117031514644623, 0.07930821925401688, -0.04439641907811165, 0.03700302541255951, 0.013292676769196987, 0.032934170216321945, -0.026082878932356834], [-0.02704654075205326, -0.09067102521657944, 0.06885970383882523, -0.031234832480549812, 0.02020561695098877, 0.04177640378475189, 0.030091723427176476], [0.03114866465330124, -0.031996045261621475, -0.10392267256975174, 0.05215286836028099, -0.024978237226605415, 0.011015471071004868, 0.0457303486764431], [-0.022201498970389366, 0.022403664886951447, -0.0498407818377018, -0.09717217832803726, 0.018095865845680237, -0.027848893776535988, -0.03794138878583908], [0.00851689837872982, 0.00932395365089178, -0.0030006030574440956, -0.056636396795511246, -0.10996003448963165, 0.013749219477176666, -0.012997354380786419], [0.03195442631840706, 0.024938959628343582, 0.013507363386452198, -0.02481759339570999, -0.0676519051194191, -0.11692453175783157, -0.0034920419566333294]], "network.6.bias": [-0.029868120327591896, 0.04720953106880188, -0.022522056475281715, 0.03425590693950653, 0.018219776451587677, -0.0734497606754303, 0.0007093450403772295], "network.8.weight": [[-0.08434077352285385, 0.035406749695539474, 0.043032724410295486, 0.004993722774088383, -0.04271881654858589, -0.07465576380491257, -0.11446988582611084]], "network.8.bias": [-0.03831476345658302]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.18634, -0.542329, -0.504438, 0.181834, -0.149202], [-0.144187, 0.237648, 0.417986, -0.28762, -0.447378], [-0.03988, 0.319079, 0.26233, -0.406551, 0.808542], [0.705349, -0.268535, -0.168486, 0.042786, 0.429649], [-0.993844, -0.028889, -0.172689, 0.115012, 0.861117], [0.243836, 0.198136, 0.244983, 0.704996, -0.215443], [0.777952, -0.124984, -0.028766, 0.110768, 0.612781]], "network.0.bias": [-0.571336, -0.110341, 0.299337, -0.097642, -0.285191, 0.089108, 0.337023], "network.2.weight": [[0.104766, -0.249714, 0.466232, 0.187558, 0.510151, -0.289724, 0.38602], [-0.230409, 0.006758, 0.355564, 0.499359, 0.741219, -0.035615, 0.544088], [0.359243, 0.54077, 0.033318, -0.130218, -0.267746, 0.353131, -0.223978], [-0.302849, 0.10283, 0.294417, 0.284889, 0.769608, -0.072766, 0.442808], [-0.528929, 0.378196, 0.207289, -0.248355, -0.556019, -0.126741, -0.105495], [-0.603044, 0.367104, 0.021543, -0.239149, -0.11382, -0.211777, -0.634753], [-0.045146, 0.042039, -0.112698, -0.318861, -0.296171, 0.570268, -0.245636]], "network.2.bias": [-0.122383, 0.147871, 0.512333, -0.528169, -0.259106, -0.021748, 0.275106], "network.4.weight": [[0.254489, 0.413695, -0.193073, 0.589145, -0.176409, -0.073284, -0.606891], [0.377245, 0.058276, -0.542246, -0.244542, -0.046123, -0.31749, -0.042716], [-0.092922, -0.41183, 0.048797, 0.159171, -0.513745, 0.22442, 0.019769], [-0.119033, -0.529974, -0.165661, 0.04221, -0.094922, -0.123125, 0.004107], [-0.037031, -0.095909, -0.116, 0.03814, -0.345059, -0.274035, -0.163371], [-0.131087, -0.221672, -0.210449, 0.0642, -0.115046, -0.017955, -0.352553], [0.507787, 0.405021, -0.449097, 0.435832, -0.272065, -0.031712, -0.628737]], "network.4.bias": [-0.203201, -0.14296, -0.23931, -0.016756, -0.551413, -0.333145, -0.084123], "network.6.weight": [[-0.299794, 0.138777, 0.212356, 0.109565, -0.056431, 0.075612, 0.171164], [0.51305, 0.431965, -0.40259, -0.106289, 0.377, 0.145252, 0.713169], [0.039076, 0.285492, -0.008808, 0.014264, 0.271313, 0.197523, -0.150791], [-0.166744, -0.420094, -0.334768, 0.208797, -0.06274, 0.276351, -0.286459], [-0.166961, 0.327724, -0.278047, 0.041895, -0.192189, 0.020432, -0.551886], [0.834246, -0.165704, -0.380761, 0.330915, 0.118208, 0.18306, 0.856166], [0.405731, 0.179628, 0.090932, 0.211333, -0.13457, 0.124549, 0.462085]], "network.6.bias": [-0.372666, -0.140974, 0.498017, -0.223587, -0.168312, -0.068403, -0.396695], "network.8.weight": [[-0.238409, -0.50746, 0.581218, 0.517142, -0.11804, -0.174797, -0.360588]], "network.8.bias": [0.415204]}
|
{"alternating": {"accuracy": 0.6971428571428572, "precision": 0.12325581395348838, "recall": 0.53, "f1": 0.2, "tp": 53, "fp": 377, "fn": 47, "tn": 923, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.6557142857142857, "precision": 0.05581395348837209, "recall": 0.24, "f1": 0.09056603773584905, "tp": 24, "fp": 406, "fn": 76, "tn": 894, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.6257142857142857, "precision": 0.0069767441860465115, "recall": 0.03, "f1": 0.011320754716981131, "tp": 3, "fp": 427, "fn": 97, "tn": 873, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.7642857142857142, "precision": 0.23255813953488372, "recall": 1.0, "f1": 0.37735849056603776, "tp": 100, "fp": 330, "fn": 0, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7126666666666667, "precision": 0.18714555765595464, "recall": 0.99, "f1": 0.314785373608903, "tp": 99, "fp": 430, "fn": 1, "tn": 970, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.6657142857142857, "precision": 0.07209302325581396, "recall": 0.31, "f1": 0.11698113207547171, "tp": 31, "fp": 399, "fn": 69, "tn": 901, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.6214285714285714, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 430, "fn": 100, "tn": 870, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.6728571428571428, "precision": 0.08372093023255814, "recall": 0.36, "f1": 0.13584905660377358, "tp": 36, "fp": 394, "fn": 64, "tn": 906, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.6357142857142857, "precision": 0.023255813953488372, "recall": 0.1, "f1": 0.03773584905660377, "tp": 10, "fp": 420, "fn": 90, "tn": 880, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7585714285714286, "precision": 0.22325581395348837, "recall": 0.96, "f1": 0.3622641509433962, "tp": 96, "fp": 334, "fn": 4, "tn": 966, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.6228571428571429, "precision": 0.002325581395348837, "recall": 0.01, "f1": 0.003773584905660377, "tp": 1, "fp": 429, "fn": 99, "tn": 871, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.6371428571428571, "precision": 0.02558139534883721, "recall": 0.11, "f1": 0.04150943396226415, "tp": 11, "fp": 419, "fn": 89, "tn": 881, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.6457142857142857, "precision": 0.03953488372093023, "recall": 0.17, "f1": 0.06415094339622641, "tp": 17, "fp": 413, "fn": 83, "tn": 887, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.6757142857142857, "precision": 0.08837209302325581, "recall": 0.38, "f1": 0.14339622641509434, "tp": 38, "fp": 392, "fn": 62, "tn": 908, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.6708027210884353, "macro_precision": 0.08313498169303332, "macro_recall": 0.37071428571428566, "macro_f1": 0.1356922167133044, "micro_accuracy": 0.6710152284263959, "micro_precision": 0.08481778068311815, "micro_recall": 0.3707142857142857, "micro_f1": 0.13805027264263864}}
|
{"network.0.weight": [[-0.12382568418979645, 0.032103728502988815, 0.00398891931399703, -0.015491850674152374, 0.015979494899511337], [-0.08780978620052338, -0.0351153239607811, 0.045397426933050156, -0.12504425644874573, 0.037890803068876266], [-0.0188465379178524, 0.013195152394473553, 0.0311602670699358, -0.08466830849647522, -0.027044303715229034], [-0.12420687079429626, 0.04398704692721367, -0.005192356649786234, -0.013360017910599709, 0.002437646733596921], [-0.08291986584663391, -0.02180708944797516, 0.03696403279900551, -0.14227677881717682, 0.02724095806479454], [-0.006007104646414518, -0.010184933431446552, 0.006463198456913233, -0.062484439462423325, -0.012785890139639378], [-0.13824714720249176, 0.005156815517693758, -0.01755632646381855, -0.016157928854227066, 0.0018341497052460909]], "network.0.bias": [0.042674627155065536, -0.008170383982360363, 0.04355185106396675, 0.0217019934207201, -0.018109546974301338, 0.04184891656041145, 0.01294594444334507], "network.2.weight": [[-0.03889481723308563, 0.014633267186582088, 0.05353309586644173, -0.11119191348552704, 0.022132769227027893, -0.02573012001812458, 0.009587302803993225], [0.027994906529784203, -0.06506969034671783, 0.024990849196910858, 0.028918026015162468, -0.11509406566619873, 0.02810404822230339, -0.0018893950618803501], [0.006397436838597059, 0.0035738965962082148, -0.06145576760172844, 0.004509425722062588, 0.01963404379785061, -0.13506247103214264, -0.009447023272514343], [0.023746944963932037, -0.00039349932922050357, -0.0033032649662345648, -0.050825778394937515, 0.023698583245277405, 0.021320601925253868, -0.1366405040025711], [-0.04621780291199684, 0.0354074090719223, -0.006959151942282915, -0.009516594931483269, -0.033516693860292435, -0.014618718065321445, 0.006105010863393545], [0.00822865217924118, -0.05152987316250801, 0.027832813560962677, -0.00011367787374183536, -0.005978172179311514, -0.041509706526994705, 0.017385385930538177], [-0.12559933960437775, 0.023447053506970406, -0.05683298781514168, 0.030241742730140686, -0.012887348420917988, -0.009350711479783058, -0.038327764719724655]], "network.2.bias": [0.003958876710385084, 0.016062509268522263, -0.016561033204197884, 0.025899596512317657, -0.13339518010616302, 0.00744656240567565, 0.023026950657367706], "network.4.weight": [[0.00871411431580782, -0.12164399772882462, -0.009371310472488403, -0.05931328609585762, 0.051558054983615875, -0.013175767846405506, -0.012799514457583427], [0.047943033277988434, -0.006496543530374765, -0.11599505692720413, 0.00418528588488698, -0.048853326588869095, 0.03913836181163788, -0.01598270609974861], [-0.022849066182971, 0.04619825631380081, -0.0004781284951604903, -0.10632561147212982, 0.04022039845585823, -0.05634567514061928, 0.029044512659311295], [-0.007056073751300573, -0.017450204119086266, -0.007773102261126041, -0.019547412171959877, -0.0887598916888237, 0.021854013204574585, -0.04000714793801308], [-0.024541467428207397, -0.03226594626903534, -0.01799347810447216, 0.029001235961914062, 0.006555458065122366, -0.08181795477867126, 0.023837853223085403], [0.06435972452163696, -0.013852198608219624, -0.0482962541282177, -0.005201508291065693, 0.03846440464258194, 0.007072401698678732, -0.06513802707195282], [-0.06097348406910896, 0.044470228254795074, -0.012643632479012012, -0.03459864482283592, 0.006317685358226299, 0.03408867120742798, 0.004106645938009024]], "network.4.bias": [-0.036052096635103226, -0.025845801457762718, -0.016358520835638046, 0.04199871048331261, -0.053812433034181595, 0.007491160649806261, -0.028209174051880836], "network.6.weight": [[0.02918389067053795, -0.06904232501983643, 0.040588416159152985, -0.031487781554460526, -0.011965014040470123, 0.020564543083310127, 0.03615967184305191], [0.005623879376798868, 0.045569729059934616, -0.07434207201004028, 0.04965263605117798, -0.03929630294442177, -0.009626423940062523, 0.02041327767074108], [-0.007690111640840769, 0.004947877023369074, 0.03820427507162094, -0.06415927410125732, 0.03476691618561745, -0.021464157849550247, -0.011897223070263863], [0.012629653327167034, -0.009419511072337627, 0.004243894014507532, 0.026305977255105972, -0.061968665570020676, 0.032651741057634354, -0.02731190249323845], [0.02584800310432911, 0.0018849549815058708, -0.024401256814599037, 0.025222644209861755, -0.013352055102586746, -0.06390555202960968, -0.010251890867948532], [-0.025619452819228172, 0.05267248675227165, -0.018505822867155075, -0.017550187185406685, 0.044930487871170044, -0.01670200005173683, -0.05489349737763405], [-0.0590529628098011, -0.01544814184308052, 0.05891816318035126, -0.03814193978905678, -0.024798216298222542, 0.06583745777606964, -0.03225957602262497]], "network.6.bias": [-0.006651053670793772, 0.027059361338615417, 0.025000428780913353, -0.007275325711816549, -0.06088228151202202, -0.02624693512916565, -0.04240429773926735], "network.8.weight": [[-0.022413695231080055, -0.06759361922740936, -0.0023239271249622107, 0.05182820186018944, -0.0594775564968586, -0.03242046758532524, 0.05844472721219063]], "network.8.bias": [-0.06909093260765076]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.959456, 0.344421, -0.044933, 0.729205, -0.250886], [0.514369, 0.41877, -0.127759, 0.561803, -0.237688], [-0.734904, 0.243349, 0.397712, -0.057669, 0.735327], [0.476782, 0.17475, 0.201288, -0.219725, -0.046129], [0.736748, 0.314511, -0.086197, 0.05946, -0.043971]], "network.0.bias": [-0.027502, -0.228322, 0.35631, 0.367817, 0.123801], "network.2.weight": [[0.867966, -0.317962, 0.676318, 0.296628, -0.329407], [0.391909, -0.120558, 0.290199, 0.1273, -0.280223], [0.56748, -0.463919, 0.646692, 0.266338, -0.153228], [0.489266, 0.438672, -0.307773, 0.126646, 0.794275], [1.184238, 0.094696, 0.602512, 0.06398, -0.672742]], "network.2.bias": [0.015829, -0.021031, -0.044021, 0.208449, 0.045088], "network.4.weight": [[0.003797, -0.259516, -0.708322, -0.231751, -0.11502], [0.826238, -0.059291, 0.858807, 0.436671, 0.975633], [-0.826035, -0.277226, -0.349984, 0.336424, -0.38322], [-0.212451, 0.226514, -0.375853, -0.276339, -0.105455], [0.731198, 0.546046, 0.687253, -0.258712, 0.279651]], "network.4.bias": [-0.375242, -0.159923, 0.616989, -0.274294, 0.355496], "network.6.weight": [[0.638984, -0.635013, -0.006924, 0.536759, 0.326035], [-1.122006, -0.292454, 0.740674, -0.937062, -1.082264], [-0.488122, 0.836092, -0.079254, -0.476329, 0.848505], [0.072316, 0.391244, -0.427439, -0.037286, 0.340213], [0.399319, 0.951306, -0.528366, -0.061032, 0.539203]], "network.6.bias": [-0.612346, 0.29213, -0.1102, -0.326791, 0.019497], "network.8.weight": [[-0.262656, 0.106571, -0.049259, -0.556292, -0.62046], [0.450712, -0.934257, 0.721366, 0.48623, 0.592595], [-1.320687, 0.648265, -0.423543, -0.842309, -0.740059], [0.660667, 0.066929, 1.092953, 0.446083, 0.288779], [0.176058, -0.212176, -0.282216, 0.521587, -0.192108]], "network.8.bias": [0.487202, 0.122868, 0.553465, -0.228273, -0.287583], "network.10.weight": [[0.261829, -0.475677, 0.883169, -0.319367, -0.70454], [-0.705159, 0.000295, -0.323716, 0.539654, 0.884623], [-0.507512, -0.851434, -0.445093, 0.041591, 0.623148], [0.261333, -0.379068, 0.899386, -0.662178, -0.004658], [-0.51277, 0.802905, -0.928067, 0.654799, 0.002939]], "network.10.bias": [0.283483, -0.486933, -0.648576, 0.566303, -0.059407], "network.12.weight": [[0.289354, -0.670592, -0.747615, 0.470861, -0.685954]], "network.12.bias": [0.62929]}
|
{"alternating": {"accuracy": 0.8328571428571429, "precision": 0.0410958904109589, "recall": 0.06, "f1": 0.04878048780487805, "tp": 6, "fp": 140, "fn": 94, "tn": 1160, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.83, "precision": 0.0273972602739726, "recall": 0.04, "f1": 0.03252032520325203, "tp": 4, "fp": 142, "fn": 96, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8271428571428572, "precision": 0.0136986301369863, "recall": 0.02, "f1": 0.016260162601626015, "tp": 2, "fp": 144, "fn": 98, "tn": 1156, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8913333333333333, "precision": 0.3624454148471616, "recall": 0.83, "f1": 0.5045592705167173, "tp": 83, "fp": 146, "fn": 17, "tn": 1254, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.835809523809524, "macro_precision": 0.058178586383407824, "macro_recall": 0.10642857142857143, "macro_f1": 0.07436747402645542, "micro_accuracy": 0.8360913705583757, "micro_precision": 0.07005171603196991, "micro_recall": 0.10642857142857143, "micro_f1": 0.08449106889707968}}
|
{"network.0.weight": [[-0.48087209463119507, -0.09333059191703796, 0.04817671328783035, 0.3464958071708679, 0.1720902919769287], [-0.009963915683329105, 0.0729207918047905, 0.0026728115044534206, -0.5119466185569763, -0.09521915018558502], [0.35843625664711, 0.17495012283325195, 0.025286326184868813, -0.0012839894043281674, 0.07367134839296341], [-0.5108040571212769, -0.08996821939945221, 0.047506093978881836, 0.3541821837425232, 0.16547489166259766], [0.010156097821891308, 0.0727144256234169, -0.04279414936900139, -0.5671238303184509, -0.09948410838842392]], "network.0.bias": [0.01849290169775486, 0.043211523443460464, -0.021412020549178123, 0.02454959787428379, 0.051815442740917206], "network.10.weight": [[0.417824387550354, 0.14015480875968933, 0.005593168083578348, 0.04093513265252113, 0.07601571828126907], [-0.5492510199546814, -0.1223701685667038, 0.06412874907255173, 0.35334664583206177, 0.14382992684841156], [0.0760761946439743, 0.1003585234284401, -0.04219745472073555, -0.3469442129135132, -0.10574263334274292], [0.1504770815372467, 0.1439722627401352, 0.027828620746731758, 0.05209202691912651, 0.0750732421875], [-0.26825085282325745, -0.10219350457191467, 0.035313744097948074, 0.09205220639705658, 0.14828526973724365]], "network.10.bias": [-0.04688702151179314, 0.017248446121811867, 0.029788395389914513, -0.011961988173425198, 0.013799889013171196], "network.12.weight": [[0.03851109370589256, 0.03683353215456009, 0.008850854821503162, -0.23170432448387146, -0.12650616466999054]], "network.12.bias": [0.016186518594622612], "network.2.weight": [[0.06920241564512253, 0.10649804025888443, 0.0007452762802131474, 0.023666230961680412, 0.05559588596224785], [-0.21883220970630646, -0.06713585555553436, 0.008913346566259861, 0.11363738030195236, 0.07395900040864944], [0.05392913147807121, -0.00553696695715189, 0.04876383766531944, -0.20224706828594208, -0.07956571877002716], [0.07891107350587845, 0.06992063671350479, 0.004145423416048288, 0.030647169798612595, 0.04698960855603218], [-0.18523438274860382, -0.045687902718782425, 0.014371206052601337, 0.12114690244197845, 0.015551581047475338]], "network.2.bias": [0.05351576581597328, -0.010141612961888313, -0.0006372132920660079, 0.05146172270178795, 0.006694244686514139], "network.4.weight": [[0.05577227100729942, 0.05666809529066086, 0.02163584716618061, -0.14439789950847626, -0.06708983331918716], [0.1343107670545578, 0.013148083351552486, -0.005905160214751959, 0.03699552267789841, 0.05285792797803879], [-0.1510755568742752, -0.04569345712661743, 0.0227853711694479, 0.1183888241648674, 0.00984030868858099], [0.04287578538060188, 0.062209129333496094, 0.004010078962892294, -0.12339220941066742, -0.00041781330946832895], [0.1676473617553711, -0.05241897329688072, 0.0023890419397503138, 0.037877924740314484, 0.051569197326898575]], "network.4.bias": [-0.0072893970645964146, 0.016685394570231438, -0.024426070973277092, 0.019869567826390266, -0.013903236947953701], "network.6.weight": [[-0.11299608647823334, -0.03137785941362381, 0.042532023042440414, 0.12090466916561127, -0.029450831934809685], [0.028948193415999413, 0.07278978079557419, -0.008069000206887722, -0.11811891198158264, -0.01572362706065178], [0.12960153818130493, -0.0068410118110477924, -0.028128011152148247, 0.03813767060637474, 0.0682760551571846], [-0.09250399470329285, -0.01591411978006363, 0.023715374991297722, 0.10508517175912857, -0.004748318810015917], [0.036358702927827835, 0.04287651926279068, 0.004519996698945761, -0.055592622607946396, 0.005091567058116198]], "network.6.bias": [-0.028241509571671486, 0.01881428435444832, -0.0012053350219503045, -0.031251054257154465, -0.0021604024805128574], "network.8.weight": [[0.10778768360614777, -0.022126074880361557, -0.01895897649228573, 0.03276504948735237, 0.061334315687417984], [-0.014336221851408482, 0.03643746301531792, -0.027974622324109077, 0.1055881604552269, -0.029135338962078094], [0.02628490887582302, 0.0707303062081337, -0.0448453314602375, -0.036896467208862305, 0.03808042034506798], [0.10416574031114578, 0.005700233858078718, -0.01673925295472145, 0.01892784796655178, 0.04800127446651459], [-0.049868617206811905, 0.05024595186114311, -0.023903651162981987, 0.11322443187236786, 0.015971355140209198]], "network.8.bias": [-0.01965578831732273, -0.013137509115040302, -0.02211136184632778, -0.038216445595026016, -0.020254559814929962]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.959456, 0.344421, -0.044933, 0.729205, -0.250886], [0.514369, 0.41877, -0.127759, 0.561803, -0.237688], [-0.734904, 0.243349, 0.397712, -0.057669, 0.735327], [0.476782, 0.17475, 0.201288, -0.219725, -0.046129], [0.736748, 0.314511, -0.086197, 0.05946, -0.043971]], "network.0.bias": [-0.027502, -0.228322, 0.35631, 0.367817, 0.123801], "network.2.weight": [[0.867966, -0.317962, 0.676318, 0.296628, -0.329407], [0.391909, -0.120558, 0.290199, 0.1273, -0.280223], [0.56748, -0.463919, 0.646692, 0.266338, -0.153228], [0.489266, 0.438672, -0.307773, 0.126646, 0.794275], [1.184238, 0.094696, 0.602512, 0.06398, -0.672742]], "network.2.bias": [0.015829, -0.021031, -0.044021, 0.208449, 0.045088], "network.4.weight": [[0.003797, -0.259516, -0.708322, -0.231751, -0.11502], [0.826238, -0.059291, 0.858807, 0.436671, 0.975633], [-0.826035, -0.277226, -0.349984, 0.336424, -0.38322], [-0.212451, 0.226514, -0.375853, -0.276339, -0.105455], [0.731198, 0.546046, 0.687253, -0.258712, 0.279651]], "network.4.bias": [-0.375242, -0.159923, 0.616989, -0.274294, 0.355496], "network.6.weight": [[0.638984, -0.635013, -0.006924, 0.536759, 0.326035], [-1.122006, -0.292454, 0.740674, -0.937062, -1.082264], [-0.488122, 0.836092, -0.079254, -0.476329, 0.848505], [0.072316, 0.391244, -0.427439, -0.037286, 0.340213], [0.399319, 0.951306, -0.528366, -0.061032, 0.539203]], "network.6.bias": [-0.612346, 0.29213, -0.1102, -0.326791, 0.019497], "network.8.weight": [[-0.262656, 0.106571, -0.049259, -0.556292, -0.62046], [0.450712, -0.934257, 0.721366, 0.48623, 0.592595], [-1.320687, 0.648265, -0.423543, -0.842309, -0.740059], [0.660667, 0.066929, 1.092953, 0.446083, 0.288779], [0.176058, -0.212176, -0.282216, 0.521587, -0.192108]], "network.8.bias": [0.487202, 0.122868, 0.553465, -0.228273, -0.287583], "network.10.weight": [[0.261829, -0.475677, 0.883169, -0.319367, -0.70454], [-0.705159, 0.000295, -0.323716, 0.539654, 0.884623], [-0.507512, -0.851434, -0.445093, 0.041591, 0.623148], [0.261333, -0.379068, 0.899386, -0.662178, -0.004658], [-0.51277, 0.802905, -0.928067, 0.654799, 0.002939]], "network.10.bias": [0.283483, -0.486933, -0.648576, 0.566303, -0.059407], "network.12.weight": [[0.289354, -0.670592, -0.747615, 0.470861, -0.685954]], "network.12.bias": [0.62929]}
|
{"alternating": {"accuracy": 0.8328571428571429, "precision": 0.0410958904109589, "recall": 0.06, "f1": 0.04878048780487805, "tp": 6, "fp": 140, "fn": 94, "tn": 1160, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.83, "precision": 0.0273972602739726, "recall": 0.04, "f1": 0.03252032520325203, "tp": 4, "fp": 142, "fn": 96, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8271428571428572, "precision": 0.0136986301369863, "recall": 0.02, "f1": 0.016260162601626015, "tp": 2, "fp": 144, "fn": 98, "tn": 1156, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8913333333333333, "precision": 0.3624454148471616, "recall": 0.83, "f1": 0.5045592705167173, "tp": 83, "fp": 146, "fn": 17, "tn": 1254, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.835809523809524, "macro_precision": 0.058178586383407824, "macro_recall": 0.10642857142857143, "macro_f1": 0.07436747402645542, "micro_accuracy": 0.8360913705583757, "micro_precision": 0.07005171603196991, "micro_recall": 0.10642857142857143, "micro_f1": 0.08449106889707968}}
|
{"network.0.weight": [[-0.008542037568986416, 0.1037193015217781, 0.08796519786119461, 0.25096744298934937, 0.029209386557340622], [0.013497092761099339, 0.006382728926837444, 0.012675789184868336, -0.051832836121320724, 0.08390963822603226], [0.2485753297805786, 0.031916406005620956, -0.03948339447379112, 0.02597923018038273, 0.0005520759150385857], [-0.14210575819015503, 0.045859429985284805, 0.10766367614269257, 0.2919078469276428, 0.04254358634352684], [0.03451543301343918, 0.0030347397550940514, -0.022703992202878, -0.1669052243232727, -0.00904887542128563]], "network.0.bias": [-0.05008123442530632, 0.09339362382888794, -0.006227585021406412, -0.021791351959109306, 0.10957514494657516], "network.10.weight": [[0.2919551730155945, 0.02077765390276909, -0.0207310002297163, 0.12873584032058716, -0.01908847689628601], [-0.016931625083088875, -0.08884546905755997, 0.10355261713266373, 0.2310921549797058, 0.0018572334665805101], [0.27299195528030396, -0.03399807587265968, -0.012400018982589245, -0.02652943693101406, -0.05809315666556358], [0.28750288486480713, 0.03410005941987038, 0.05331740528345108, 0.16752395033836365, -0.08285508304834366], [-0.028775528073310852, -0.05146379396319389, 0.09926769882440567, 0.28396910429000854, 0.08999115973711014]], "network.10.bias": [-0.028058329597115517, 0.008798444643616676, 0.10737881064414978, 0.020314933732151985, 0.032798271626234055], "network.12.weight": [[0.07733775675296783, -0.12092971056699753, 0.07482440024614334, -0.04629262909293175, -0.09646803885698318]], "network.12.bias": [0.047569721937179565], "network.2.weight": [[0.2654091417789459, 0.0949242040514946, 0.010654354467988014, -0.00012765743304044008, -0.08635953813791275], [0.005404722411185503, 0.0001849721884354949, -0.016103779897093773, 0.27450835704803467, 0.08768835663795471], [-0.08549273759126663, -0.1553521454334259, 0.2711833715438843, 0.001963984686881304, -0.029773559421300888], [0.2398485541343689, 0.08881159871816635, -0.0032369846012443304, -0.08175601810216904, -0.08167416602373123], [0.06495184451341629, 0.007329300511628389, -0.04521121457219124, 0.2762063145637512, 0.0449981726706028]], "network.2.bias": [0.15174533426761627, -0.006611441727727652, -0.03546471521258354, 0.2875800132751465, -0.028280699625611305], "network.4.weight": [[-0.04908406361937523, -0.04880900681018829, 0.28358596563339233, 0.021711260080337524, -0.02848529815673828], [0.25894027948379517, 0.07135254889726639, -0.029531238600611687, -0.07377755641937256, -0.033114656805992126], [0.016480566933751106, 0.005736876744776964, -0.02890206314623356, 0.23091641068458557, 0.0747736468911171], [-0.011207153089344501, -0.008702673949301243, 0.19793261587619781, 0.07398641109466553, 0.07023116201162338], [0.2515597641468048, 0.016101600602269173, -0.051844559609889984, 0.01950770430266857, 0.019569002091884613]], "network.4.bias": [-0.06551076471805573, 0.2285221666097641, -0.0512724407017231, -0.03131651133298874, 0.11911173909902573], "network.6.weight": [[0.024842973798513412, 0.02172807976603508, 0.02396700531244278, 0.2125270664691925, 0.04498569667339325], [0.023323042318224907, 0.03081795573234558, 0.10781480371952057, -0.023173851892352104, 0.049591030925512314], [0.1843346655368805, 0.09304765611886978, -0.061296094208955765, 0.03468640148639679, 0.04494621232151985], [-0.01542761642485857, 0.050476040691137314, 0.011771533638238907, 0.15801289677619934, 0.0956500843167305], [0.0412481315433979, 0.020998861640691757, 0.09866421669721603, 0.020866671577095985, 0.08080118149518967]], "network.6.bias": [-0.06665144860744476, 0.0017592324875295162, 0.10829701274633408, -0.058633025735616684, -0.03755218908190727], "network.8.weight": [[0.21093544363975525, 0.11610922962427139, -0.0568929947912693, 0.02218753471970558, 0.04980958253145218], [0.05968230590224266, 0.12213274091482162, -0.07800427079200745, 0.22639544308185577, 0.14153769612312317], [0.004875821061432362, 0.06546735763549805, 0.00859350897371769, -0.0010192854097113013, 0.11749369651079178], [0.23987877368927002, 0.2033887654542923, -0.04669465124607086, 0.004004276357591152, 0.05022910609841347], [-0.016328396275639534, 0.11553581804037094, -0.08035167306661606, 0.24488559365272522, 0.24144916236400604]], "network.8.bias": [0.05330396443605423, -0.051461923867464066, -0.07295802980661392, 0.002435456495732069, -0.04464038833975792]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.959456, 0.344421, -0.044933, 0.729205, -0.250886], [0.514369, 0.41877, -0.127759, 0.561803, -0.237688], [-0.734904, 0.243349, 0.397712, -0.057669, 0.735327], [0.476782, 0.17475, 0.201288, -0.219725, -0.046129], [0.736748, 0.314511, -0.086197, 0.05946, -0.043971]], "network.0.bias": [-0.027502, -0.228322, 0.35631, 0.367817, 0.123801], "network.2.weight": [[0.867966, -0.317962, 0.676318, 0.296628, -0.329407], [0.391909, -0.120558, 0.290199, 0.1273, -0.280223], [0.56748, -0.463919, 0.646692, 0.266338, -0.153228], [0.489266, 0.438672, -0.307773, 0.126646, 0.794275], [1.184238, 0.094696, 0.602512, 0.06398, -0.672742]], "network.2.bias": [0.015829, -0.021031, -0.044021, 0.208449, 0.045088], "network.4.weight": [[0.003797, -0.259516, -0.708322, -0.231751, -0.11502], [0.826238, -0.059291, 0.858807, 0.436671, 0.975633], [-0.826035, -0.277226, -0.349984, 0.336424, -0.38322], [-0.212451, 0.226514, -0.375853, -0.276339, -0.105455], [0.731198, 0.546046, 0.687253, -0.258712, 0.279651]], "network.4.bias": [-0.375242, -0.159923, 0.616989, -0.274294, 0.355496], "network.6.weight": [[0.638984, -0.635013, -0.006924, 0.536759, 0.326035], [-1.122006, -0.292454, 0.740674, -0.937062, -1.082264], [-0.488122, 0.836092, -0.079254, -0.476329, 0.848505], [0.072316, 0.391244, -0.427439, -0.037286, 0.340213], [0.399319, 0.951306, -0.528366, -0.061032, 0.539203]], "network.6.bias": [-0.612346, 0.29213, -0.1102, -0.326791, 0.019497], "network.8.weight": [[-0.262656, 0.106571, -0.049259, -0.556292, -0.62046], [0.450712, -0.934257, 0.721366, 0.48623, 0.592595], [-1.320687, 0.648265, -0.423543, -0.842309, -0.740059], [0.660667, 0.066929, 1.092953, 0.446083, 0.288779], [0.176058, -0.212176, -0.282216, 0.521587, -0.192108]], "network.8.bias": [0.487202, 0.122868, 0.553465, -0.228273, -0.287583], "network.10.weight": [[0.261829, -0.475677, 0.883169, -0.319367, -0.70454], [-0.705159, 0.000295, -0.323716, 0.539654, 0.884623], [-0.507512, -0.851434, -0.445093, 0.041591, 0.623148], [0.261333, -0.379068, 0.899386, -0.662178, -0.004658], [-0.51277, 0.802905, -0.928067, 0.654799, 0.002939]], "network.10.bias": [0.283483, -0.486933, -0.648576, 0.566303, -0.059407], "network.12.weight": [[0.289354, -0.670592, -0.747615, 0.470861, -0.685954]], "network.12.bias": [0.62929]}
|
{"alternating": {"accuracy": 0.8328571428571429, "precision": 0.0410958904109589, "recall": 0.06, "f1": 0.04878048780487805, "tp": 6, "fp": 140, "fn": 94, "tn": 1160, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.83, "precision": 0.0273972602739726, "recall": 0.04, "f1": 0.03252032520325203, "tp": 4, "fp": 142, "fn": 96, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8271428571428572, "precision": 0.0136986301369863, "recall": 0.02, "f1": 0.016260162601626015, "tp": 2, "fp": 144, "fn": 98, "tn": 1156, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8913333333333333, "precision": 0.3624454148471616, "recall": 0.83, "f1": 0.5045592705167173, "tp": 83, "fp": 146, "fn": 17, "tn": 1254, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.835809523809524, "macro_precision": 0.058178586383407824, "macro_recall": 0.10642857142857143, "macro_f1": 0.07436747402645542, "micro_accuracy": 0.8360913705583757, "micro_precision": 0.07005171603196991, "micro_recall": 0.10642857142857143, "micro_f1": 0.08449106889707968}}
|
{"network.0.weight": [[-0.48567020893096924, -0.16516801714897156, -0.008221781812608242, 0.3721840977668762, 0.2338516265153885], [-0.09585246443748474, 0.071558378636837, -0.017504660412669182, -0.48784130811691284, -0.16006703674793243], [0.37771737575531006, 0.21887272596359253, 0.021303826943039894, -0.09388190507888794, 0.06313545256853104], [-0.46520933508872986, -0.1503705084323883, -0.004862817469984293, 0.36450642347335815, 0.19068844616413116], [-0.09361408650875092, 0.0532374382019043, -0.047085199505090714, -0.5014857053756714, -0.1544170081615448]], "network.0.bias": [0.013200731948018074, -0.013850721530616283, -0.034174490720033646, 0.02165083773434162, -0.0013845213688910007], "network.10.weight": [[0.40536877512931824, 0.16295471787452698, 0.007699648384004831, -0.0763678252696991, 0.04782600700855255], [-0.4843840003013611, -0.15847960114479065, 0.001772803720086813, 0.36151742935180664, 0.16257724165916443], [-0.06404580920934677, 0.06887482106685638, -0.03606042265892029, -0.27238723635673523, -0.1306234747171402], [0.22195839881896973, 0.14542005956172943, 0.01075352169573307, -0.070683553814888, 0.039913974702358246], [-0.15313582122325897, -0.1271713376045227, -0.01525974553078413, 0.12367112934589386, 0.1482687145471573]], "network.10.bias": [-0.057570330798625946, 0.012060420587658882, -0.02551271952688694, 0.0171609278768301, -0.016507966443896294], "network.12.weight": [[-0.0740833654999733, 0.006043667905032635, 0.05491628870368004, -0.1018182709813118, -0.15958872437477112]], "network.12.bias": [-0.03496292233467102], "network.2.weight": [[0.04565492644906044, 0.1048770397901535, -0.027083275839686394, -0.08679795265197754, 0.005617584101855755], [-0.11329373717308044, -0.10397893190383911, -0.06463658064603806, 0.046247050166130066, 0.08624754101037979], [-0.12627822160720825, -0.055511437356472015, 0.2796252965927124, -0.09780152142047882, -0.11595124006271362], [-0.019547728821635246, 0.06765428930521011, -0.003575375070795417, -0.12619711458683014, -0.005026298575103283], [-0.13330356776714325, -0.06482701748609543, -0.0588020384311676, 0.052342869341373444, 0.020896095782518387]], "network.2.bias": [0.1498798280954361, -0.00516084348782897, -0.06766393780708313, 0.30008774995803833, 0.012238012626767159], "network.4.weight": [[-0.12091784179210663, 0.017563264816999435, 0.284579873085022, -0.09529291093349457, -0.09322252124547958], [0.0481109619140625, 0.0258158091455698, 0.005357029382139444, -0.11000636219978333, 0.011439495719969273], [-0.1261443793773651, -0.0499882809817791, -0.03549882024526596, 0.06743157655000687, 0.015596105717122555], [-0.08060352504253387, 0.03995678573846817, 0.1810256540775299, -0.16153809428215027, 0.01336715929210186], [0.1566016972064972, -0.04159056022763252, 0.037689417600631714, -0.07272038608789444, 0.06262767314910889]], "network.4.bias": [-0.07169457525014877, 0.22979183495044708, -0.00395414000377059, -0.01457185111939907, 0.09317559003829956], "network.6.weight": [[-0.14332890510559082, -0.016443150117993355, 0.007516823243349791, 0.10590017586946487, -0.012640940956771374], [-0.06761360168457031, 0.07714654505252838, 0.0885816141963005, -0.14485564827919006, 0.011764554306864738], [0.10338878631591797, 0.006432510446757078, 0.0006176552851684391, -0.04866490885615349, 0.07806906849145889], [-0.13200832903385162, 0.013395190238952637, -0.002905684057623148, 0.0790015459060669, 0.010526214726269245], [-0.04123815521597862, 0.059468865394592285, 0.07423670589923859, -0.12086550891399384, 0.044967178255319595]], "network.6.bias": [0.0021740554366260767, -0.009817286394536495, 0.08568688482046127, -0.0001722068409435451, -0.036130353808403015], "network.8.weight": [[0.09804107248783112, 0.004057891201227903, 0.02103833667933941, -0.0516933873295784, 0.08194487541913986], [-0.1039610505104065, 0.08529908210039139, -0.06265545636415482, 0.1072835624217987, 0.00971356499940157], [-0.06505198776721954, 0.0911441445350647, 0.005434503313153982, -0.11928962171077728, 0.0883493572473526], [0.10159537196159363, 0.04962572827935219, 0.0247060414403677, -0.06043027341365814, 0.06907553225755692], [-0.124461829662323, 0.09821881353855133, -0.06165853142738342, 0.10316937416791916, 0.06527606397867203]], "network.8.bias": [0.03959883749485016, 0.032329462468624115, -0.05960028991103172, 0.003319886978715658, 0.02153107151389122]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.959456, 0.344421, -0.044933, 0.729205, -0.250886], [0.514369, 0.41877, -0.127759, 0.561803, -0.237688], [-0.734904, 0.243349, 0.397712, -0.057669, 0.735327], [0.476782, 0.17475, 0.201288, -0.219725, -0.046129], [0.736748, 0.314511, -0.086197, 0.05946, -0.043971]], "network.0.bias": [-0.027502, -0.228322, 0.35631, 0.367817, 0.123801], "network.2.weight": [[0.867966, -0.317962, 0.676318, 0.296628, -0.329407], [0.391909, -0.120558, 0.290199, 0.1273, -0.280223], [0.56748, -0.463919, 0.646692, 0.266338, -0.153228], [0.489266, 0.438672, -0.307773, 0.126646, 0.794275], [1.184238, 0.094696, 0.602512, 0.06398, -0.672742]], "network.2.bias": [0.015829, -0.021031, -0.044021, 0.208449, 0.045088], "network.4.weight": [[0.003797, -0.259516, -0.708322, -0.231751, -0.11502], [0.826238, -0.059291, 0.858807, 0.436671, 0.975633], [-0.826035, -0.277226, -0.349984, 0.336424, -0.38322], [-0.212451, 0.226514, -0.375853, -0.276339, -0.105455], [0.731198, 0.546046, 0.687253, -0.258712, 0.279651]], "network.4.bias": [-0.375242, -0.159923, 0.616989, -0.274294, 0.355496], "network.6.weight": [[0.638984, -0.635013, -0.006924, 0.536759, 0.326035], [-1.122006, -0.292454, 0.740674, -0.937062, -1.082264], [-0.488122, 0.836092, -0.079254, -0.476329, 0.848505], [0.072316, 0.391244, -0.427439, -0.037286, 0.340213], [0.399319, 0.951306, -0.528366, -0.061032, 0.539203]], "network.6.bias": [-0.612346, 0.29213, -0.1102, -0.326791, 0.019497], "network.8.weight": [[-0.262656, 0.106571, -0.049259, -0.556292, -0.62046], [0.450712, -0.934257, 0.721366, 0.48623, 0.592595], [-1.320687, 0.648265, -0.423543, -0.842309, -0.740059], [0.660667, 0.066929, 1.092953, 0.446083, 0.288779], [0.176058, -0.212176, -0.282216, 0.521587, -0.192108]], "network.8.bias": [0.487202, 0.122868, 0.553465, -0.228273, -0.287583], "network.10.weight": [[0.261829, -0.475677, 0.883169, -0.319367, -0.70454], [-0.705159, 0.000295, -0.323716, 0.539654, 0.884623], [-0.507512, -0.851434, -0.445093, 0.041591, 0.623148], [0.261333, -0.379068, 0.899386, -0.662178, -0.004658], [-0.51277, 0.802905, -0.928067, 0.654799, 0.002939]], "network.10.bias": [0.283483, -0.486933, -0.648576, 0.566303, -0.059407], "network.12.weight": [[0.289354, -0.670592, -0.747615, 0.470861, -0.685954]], "network.12.bias": [0.62929]}
|
{"alternating": {"accuracy": 0.8328571428571429, "precision": 0.0410958904109589, "recall": 0.06, "f1": 0.04878048780487805, "tp": 6, "fp": 140, "fn": 94, "tn": 1160, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.83, "precision": 0.0273972602739726, "recall": 0.04, "f1": 0.03252032520325203, "tp": 4, "fp": 142, "fn": 96, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8271428571428572, "precision": 0.0136986301369863, "recall": 0.02, "f1": 0.016260162601626015, "tp": 2, "fp": 144, "fn": 98, "tn": 1156, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8913333333333333, "precision": 0.3624454148471616, "recall": 0.83, "f1": 0.5045592705167173, "tp": 83, "fp": 146, "fn": 17, "tn": 1254, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.835809523809524, "macro_precision": 0.058178586383407824, "macro_recall": 0.10642857142857143, "macro_f1": 0.07436747402645542, "micro_accuracy": 0.8360913705583757, "micro_precision": 0.07005171603196991, "micro_recall": 0.10642857142857143, "micro_f1": 0.08449106889707968}}
|
{"network.0.weight": [[-0.31869667768478394, -0.11579173803329468, -0.016533175483345985, 0.28923606872558594, 0.17727014422416687], [-0.10495936125516891, 0.03574676439166069, 0.033903926610946655, -0.3093164563179016, -0.10924522578716278], [0.29336798191070557, 0.1633099615573883, 0.02025775797665119, -0.09201440215110779, 0.02614026516675949], [-0.2763500511646271, -0.09841674566268921, -0.01928541250526905, 0.2779844403266907, 0.13824738562107086], [-0.08088583499193192, 0.016584742814302444, -0.011349908076226711, -0.3013319969177246, -0.09862806648015976]], "network.0.bias": [0.01455693133175373, -0.024658190086483955, 0.0077238320372998714, 0.01866651512682438, -0.018212487921118736], "network.10.weight": [[0.3204556405544281, 0.10949153453111649, 0.002850862452760339, -0.05549335479736328, 0.011751233600080013], [-0.27543649077415466, -0.1009051650762558, -0.023616591468453407, 0.27109232544898987, 0.11291449517011642], [-0.04301855340600014, 0.0397016704082489, 0.021015821024775505, -0.06637901067733765, -0.07876470685005188], [0.10041362047195435, 0.10914459824562073, -0.0035560408141463995, -0.04743232950568199, 0.013915241695940495], [0.011585942469537258, -0.07590895146131516, -0.03946748748421669, 0.008130975067615509, 0.11682545393705368]], "network.10.bias": [-0.01826626993715763, 0.004289353732019663, -0.05419830605387688, 0.09615150839090347, -0.018710879608988762], "network.12.weight": [[-0.06456124782562256, -0.02045447751879692, 0.15525199472904205, 0.009548251517117023, -0.10192397981882095]], "network.12.bias": [-0.05288015678524971], "network.2.weight": [[-0.03570105880498886, 0.08114340156316757, -0.01728539727628231, -0.08668100833892822, -0.004494099877774715], [-0.022431788966059685, -0.042806901037693024, -0.06933960318565369, -0.01373753696680069, 0.06887083500623703], [-0.1120857298374176, -0.06048247963190079, 0.3053634464740753, -0.013164964504539967, -0.06190890446305275], [-0.06086796894669533, 0.0621984489262104, 0.0031231811735779047, -0.11717083305120468, -0.008435017429292202], [-0.02950357086956501, -0.024496644735336304, -0.05427929386496544, -0.014969110488891602, 0.02147849276661873]], "network.2.bias": [0.23237618803977966, 0.000546166964340955, -0.07173852622509003, 0.3157082200050354, 0.012992115691304207], "network.4.weight": [[-0.10266824811697006, 0.007684825919568539, 0.29216521978378296, -0.00865303073078394, -0.04802203178405762], [0.008535049855709076, 0.02561940625309944, 0.004268723074346781, -0.09479619562625885, 0.00924022775143385], [-0.03880217298865318, -0.014901883900165558, -0.026189208030700684, 0.01875162124633789, 0.023308169096708298], [-0.06359976530075073, 0.03249913454055786, 0.1827467828989029, -0.0578014962375164, 0.03752340003848076], [0.07191602885723114, -0.034709420055150986, 0.026883870363235474, -0.05173514410853386, 0.04100891947746277]], "network.4.bias": [-0.06391069293022156, 0.2328239232301712, -0.010989749804139137, -0.0028367959894239902, 0.10867053270339966], "network.6.weight": [[-0.05421125143766403, 0.0035560806281864643, 0.01686636172235012, 0.03256533294916153, -0.0020191397052258253], [-0.04689261317253113, 0.059479206800460815, 0.09507489949464798, -0.057003624737262726, 0.030163127928972244], [0.037289392203092575, 0.013394621200859547, -0.005273365881294012, -0.02700333669781685, 0.049972184002399445], [-0.05337407812476158, 0.030992336571216583, 0.02030751295387745, 0.02345152758061886, 0.022098787128925323], [-0.02221125178039074, 0.030609112232923508, 0.07562267035245895, -0.04621722176671028, 0.05550706014037132]], "network.6.bias": [-0.005221522878855467, 0.008816254325211048, 0.08795683085918427, -0.0077589876018464565, -0.0024934657849371433], "network.8.weight": [[0.028884325176477432, 0.019152116030454636, 0.011981026269495487, -0.03432077541947365, 0.05047369748353958], [-0.031373005360364914, 0.08973312377929688, -0.02349175699055195, 0.03325924277305603, 0.023527467623353004], [-0.049068279564380646, 0.05972866714000702, 0.018428897485136986, -0.05062241479754448, 0.09153231233358383], [0.03616959601640701, 0.06412691622972488, 0.01622012071311474, -0.04751908406615257, 0.03775930777192116], [-0.053120579570531845, 0.09871381521224976, -0.02017618902027607, 0.04168802499771118, 0.07819494605064392]], "network.8.bias": [0.04765776917338371, 0.022419577464461327, -0.017305372282862663, 0.012328249402344227, 0.013488239608705044]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.959456, 0.344421, -0.044933, 0.729205, -0.250886], [0.514369, 0.41877, -0.127759, 0.561803, -0.237688], [-0.734904, 0.243349, 0.397712, -0.057669, 0.735327], [0.476782, 0.17475, 0.201288, -0.219725, -0.046129], [0.736748, 0.314511, -0.086197, 0.05946, -0.043971]], "network.0.bias": [-0.027502, -0.228322, 0.35631, 0.367817, 0.123801], "network.2.weight": [[0.867966, -0.317962, 0.676318, 0.296628, -0.329407], [0.391909, -0.120558, 0.290199, 0.1273, -0.280223], [0.56748, -0.463919, 0.646692, 0.266338, -0.153228], [0.489266, 0.438672, -0.307773, 0.126646, 0.794275], [1.184238, 0.094696, 0.602512, 0.06398, -0.672742]], "network.2.bias": [0.015829, -0.021031, -0.044021, 0.208449, 0.045088], "network.4.weight": [[0.003797, -0.259516, -0.708322, -0.231751, -0.11502], [0.826238, -0.059291, 0.858807, 0.436671, 0.975633], [-0.826035, -0.277226, -0.349984, 0.336424, -0.38322], [-0.212451, 0.226514, -0.375853, -0.276339, -0.105455], [0.731198, 0.546046, 0.687253, -0.258712, 0.279651]], "network.4.bias": [-0.375242, -0.159923, 0.616989, -0.274294, 0.355496], "network.6.weight": [[0.638984, -0.635013, -0.006924, 0.536759, 0.326035], [-1.122006, -0.292454, 0.740674, -0.937062, -1.082264], [-0.488122, 0.836092, -0.079254, -0.476329, 0.848505], [0.072316, 0.391244, -0.427439, -0.037286, 0.340213], [0.399319, 0.951306, -0.528366, -0.061032, 0.539203]], "network.6.bias": [-0.612346, 0.29213, -0.1102, -0.326791, 0.019497], "network.8.weight": [[-0.262656, 0.106571, -0.049259, -0.556292, -0.62046], [0.450712, -0.934257, 0.721366, 0.48623, 0.592595], [-1.320687, 0.648265, -0.423543, -0.842309, -0.740059], [0.660667, 0.066929, 1.092953, 0.446083, 0.288779], [0.176058, -0.212176, -0.282216, 0.521587, -0.192108]], "network.8.bias": [0.487202, 0.122868, 0.553465, -0.228273, -0.287583], "network.10.weight": [[0.261829, -0.475677, 0.883169, -0.319367, -0.70454], [-0.705159, 0.000295, -0.323716, 0.539654, 0.884623], [-0.507512, -0.851434, -0.445093, 0.041591, 0.623148], [0.261333, -0.379068, 0.899386, -0.662178, -0.004658], [-0.51277, 0.802905, -0.928067, 0.654799, 0.002939]], "network.10.bias": [0.283483, -0.486933, -0.648576, 0.566303, -0.059407], "network.12.weight": [[0.289354, -0.670592, -0.747615, 0.470861, -0.685954]], "network.12.bias": [0.62929]}
|
{"alternating": {"accuracy": 0.8328571428571429, "precision": 0.0410958904109589, "recall": 0.06, "f1": 0.04878048780487805, "tp": 6, "fp": 140, "fn": 94, "tn": 1160, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.83, "precision": 0.0273972602739726, "recall": 0.04, "f1": 0.03252032520325203, "tp": 4, "fp": 142, "fn": 96, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8271428571428572, "precision": 0.0136986301369863, "recall": 0.02, "f1": 0.016260162601626015, "tp": 2, "fp": 144, "fn": 98, "tn": 1156, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8913333333333333, "precision": 0.3624454148471616, "recall": 0.83, "f1": 0.5045592705167173, "tp": 83, "fp": 146, "fn": 17, "tn": 1254, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.835809523809524, "macro_precision": 0.058178586383407824, "macro_recall": 0.10642857142857143, "macro_f1": 0.07436747402645542, "micro_accuracy": 0.8360913705583757, "micro_precision": 0.07005171603196991, "micro_recall": 0.10642857142857143, "micro_f1": 0.08449106889707968}}
|
{"network.0.weight": [[-0.3166143298149109, -0.05755230039358139, 0.027526384219527245, 0.21363329887390137, 0.11159824579954147], [-0.06035968288779259, 0.052007682621479034, 0.0648292750120163, -0.34751883149147034, -0.06842303276062012], [0.22920869290828705, 0.12221447378396988, 0.012043075636029243, -0.04650358483195305, 0.050061069428920746], [-0.3469366431236267, -0.07045367360115051, 0.016415221616625786, 0.22868385910987854, 0.11977159231901169], [-0.029988182708621025, 0.05065866559743881, 0.01279651839286089, -0.3994562327861786, -0.08127625286579132]], "network.0.bias": [0.008741511031985283, 0.016964847221970558, 0.04017022252082825, 0.010299978777766228, 0.019238946959376335], "network.10.weight": [[0.2809242010116577, 0.10554251819849014, -0.008537599816918373, 0.006635050289332867, 0.04626985639333725], [-0.3770982623100281, -0.11171764135360718, 0.03417196497321129, 0.2121294140815735, 0.1170392706990242], [0.0420515201985836, 0.06204284727573395, -0.005554037634283304, -0.16905726492404938, -0.11383207142353058], [0.02982533723115921, 0.10426554828882217, 0.01568329520523548, 0.00990226399153471, 0.04086540639400482], [-0.11904262006282806, -0.1125645786523819, 0.0021984255872666836, 0.004274812061339617, 0.10653340816497803]], "network.10.bias": [-0.001103455782867968, 0.005307930056005716, -0.008264216594398022, 0.03497682511806488, 0.004486160818487406], "network.12.weight": [[-0.0013569939183071256, 0.012561067007482052, 0.04140642657876015, -0.1044340580701828, -0.13572394847869873]], "network.12.bias": [-0.016221093013882637], "network.2.weight": [[-0.0052832323126494884, 0.07630237191915512, -0.010918745771050453, -0.01609303615987301, 0.032930269837379456], [-0.09986137598752975, -0.07346507906913757, -0.0312696248292923, 0.007752327714115381, 0.06976044178009033], [0.0024075014516711235, -0.0235711932182312, 0.07225581258535385, -0.07528339326381683, -0.0925600677728653], [-0.011461075395345688, 0.061187516897916794, -0.007340654265135527, -0.02012203447520733, 0.02402416616678238], [-0.073047935962677, -0.05800053849816322, -0.024908920750021935, 0.01274130679666996, 0.03225776180624962]], "network.2.bias": [0.0665459856390953, -0.017369797453284264, -0.04148217290639877, 0.0814846083521843, -0.006850071717053652], "network.4.weight": [[0.0024454547092318535, 0.029973044991493225, 0.055839765816926956, -0.04817399010062218, -0.08528698980808258], [0.024122435599565506, 0.03214225545525551, -0.020965734496712685, -0.010779683478176594, 0.017057277262210846], [-0.04294544830918312, -0.055848315358161926, -0.005066665355116129, 0.02186354622244835, 0.026597201824188232], [0.0025458810850977898, 0.027506336569786072, 0.03754665330052376, -0.04887590557336807, -0.009149303659796715], [0.054668065160512924, -0.021865494549274445, -0.012798918411135674, -0.005986378528177738, 0.013930807821452618]], "network.4.bias": [-0.03562719374895096, 0.04876386746764183, -0.040373072028160095, 0.0033737807534635067, 0.018604381009936333], "network.6.weight": [[-0.031644005328416824, -0.04089124873280525, 0.028068559244275093, 0.017535043880343437, -0.011917817406356335], [-0.0053142281249165535, 0.031842805445194244, 0.025895586237311363, -0.02846139296889305, -0.02658870257437229], [0.03587810695171356, 0.01300481241196394, -0.041119758039712906, 0.0010149207664653659, 0.019991837441921234], [-0.00794666726142168, -0.02285393886268139, 0.015164242126047611, 0.017009031027555466, 0.016367996111512184], [-0.0002815957413986325, -0.006121904589235783, 0.04009062424302101, 0.008446058258414268, -0.007047887425869703]], "network.6.bias": [-0.043042540550231934, 0.007793852593749762, 0.0346936471760273, -0.04453068971633911, -0.01292459573596716], "network.8.weight": [[0.01463628001511097, 0.012343988753855228, -0.021009385585784912, -0.01033350545912981, 0.009752037934958935], [0.02709052711725235, 0.015595853328704834, -0.04070786014199257, 0.021213019266724586, 0.021558545529842377], [-0.025476763024926186, 0.024176716804504395, 0.0026246956549584866, 0.018234532326459885, 0.01497751846909523], [0.02660290151834488, 0.05792135000228882, -0.011520490050315857, -0.02780553139746189, -0.004453127272427082], [0.008777725510299206, 0.026668524369597435, -0.04052327945828438, 0.035522494465112686, 0.07383065670728683]], "network.8.bias": [0.020650556311011314, -0.009565850719809532, -0.035793595016002655, 0.010844354517757893, -0.016495253890752792]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.959456, 0.344421, -0.044933, 0.729205, -0.250886], [0.514369, 0.41877, -0.127759, 0.561803, -0.237688], [-0.734904, 0.243349, 0.397712, -0.057669, 0.735327], [0.476782, 0.17475, 0.201288, -0.219725, -0.046129], [0.736748, 0.314511, -0.086197, 0.05946, -0.043971]], "network.0.bias": [-0.027502, -0.228322, 0.35631, 0.367817, 0.123801], "network.2.weight": [[0.867966, -0.317962, 0.676318, 0.296628, -0.329407], [0.391909, -0.120558, 0.290199, 0.1273, -0.280223], [0.56748, -0.463919, 0.646692, 0.266338, -0.153228], [0.489266, 0.438672, -0.307773, 0.126646, 0.794275], [1.184238, 0.094696, 0.602512, 0.06398, -0.672742]], "network.2.bias": [0.015829, -0.021031, -0.044021, 0.208449, 0.045088], "network.4.weight": [[0.003797, -0.259516, -0.708322, -0.231751, -0.11502], [0.826238, -0.059291, 0.858807, 0.436671, 0.975633], [-0.826035, -0.277226, -0.349984, 0.336424, -0.38322], [-0.212451, 0.226514, -0.375853, -0.276339, -0.105455], [0.731198, 0.546046, 0.687253, -0.258712, 0.279651]], "network.4.bias": [-0.375242, -0.159923, 0.616989, -0.274294, 0.355496], "network.6.weight": [[0.638984, -0.635013, -0.006924, 0.536759, 0.326035], [-1.122006, -0.292454, 0.740674, -0.937062, -1.082264], [-0.488122, 0.836092, -0.079254, -0.476329, 0.848505], [0.072316, 0.391244, -0.427439, -0.037286, 0.340213], [0.399319, 0.951306, -0.528366, -0.061032, 0.539203]], "network.6.bias": [-0.612346, 0.29213, -0.1102, -0.326791, 0.019497], "network.8.weight": [[-0.262656, 0.106571, -0.049259, -0.556292, -0.62046], [0.450712, -0.934257, 0.721366, 0.48623, 0.592595], [-1.320687, 0.648265, -0.423543, -0.842309, -0.740059], [0.660667, 0.066929, 1.092953, 0.446083, 0.288779], [0.176058, -0.212176, -0.282216, 0.521587, -0.192108]], "network.8.bias": [0.487202, 0.122868, 0.553465, -0.228273, -0.287583], "network.10.weight": [[0.261829, -0.475677, 0.883169, -0.319367, -0.70454], [-0.705159, 0.000295, -0.323716, 0.539654, 0.884623], [-0.507512, -0.851434, -0.445093, 0.041591, 0.623148], [0.261333, -0.379068, 0.899386, -0.662178, -0.004658], [-0.51277, 0.802905, -0.928067, 0.654799, 0.002939]], "network.10.bias": [0.283483, -0.486933, -0.648576, 0.566303, -0.059407], "network.12.weight": [[0.289354, -0.670592, -0.747615, 0.470861, -0.685954]], "network.12.bias": [0.62929]}
|
{"alternating": {"accuracy": 0.8328571428571429, "precision": 0.0410958904109589, "recall": 0.06, "f1": 0.04878048780487805, "tp": 6, "fp": 140, "fn": 94, "tn": 1160, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.83, "precision": 0.0273972602739726, "recall": 0.04, "f1": 0.03252032520325203, "tp": 4, "fp": 142, "fn": 96, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8271428571428572, "precision": 0.0136986301369863, "recall": 0.02, "f1": 0.016260162601626015, "tp": 2, "fp": 144, "fn": 98, "tn": 1156, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8913333333333333, "precision": 0.3624454148471616, "recall": 0.83, "f1": 0.5045592705167173, "tp": 83, "fp": 146, "fn": 17, "tn": 1254, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.835809523809524, "macro_precision": 0.058178586383407824, "macro_recall": 0.10642857142857143, "macro_f1": 0.07436747402645542, "micro_accuracy": 0.8360913705583757, "micro_precision": 0.07005171603196991, "micro_recall": 0.10642857142857143, "micro_f1": 0.08449106889707968}}
|
{"network.0.weight": [[-0.2868010401725769, -0.006447370629757643, 0.08622186630964279, 0.27054938673973083, 0.13868457078933716], [-0.04751204326748848, 0.0038433363661170006, 0.01017088908702135, -0.35800427198410034, -0.030262626707553864], [0.2958918809890747, 0.1578977406024933, 0.05394408479332924, -0.027856426313519478, 0.00106892641633749], [-0.39679962396621704, -0.04780566692352295, 0.0900178998708725, 0.3183431029319763, 0.1577637791633606], [-0.011220679618418217, 0.008564933203160763, -0.045506127178668976, -0.4140704870223999, -0.08512227237224579]], "network.0.bias": [0.05137724056839943, 0.09019984304904938, -0.030663350597023964, 0.05760947987437248, 0.0767768919467926], "network.10.weight": [[0.33982402086257935, 0.14315971732139587, 0.0554213710129261, 0.054047178477048874, 0.002597375772893429], [-0.38149166107177734, -0.12811443209648132, 0.08107748627662659, 0.29701992869377136, 0.14835280179977417], [0.11657039821147919, 0.01548189576715231, -0.03393973782658577, -0.23903369903564453, -0.11674582958221436], [0.1645810455083847, 0.14313176274299622, 0.09992805123329163, 0.018843581900000572, -0.04430774599313736], [-0.20233216881752014, -0.11225323379039764, 0.0373171903192997, 0.1388126164674759, 0.15728697180747986]], "network.10.bias": [-0.049788061529397964, 0.07562635093927383, 0.03016648255288601, 0.0751810073852539, 0.08147501945495605], "network.12.weight": [[-0.014272847212851048, -0.07045883685350418, 0.09881483763456345, -0.1881391555070877, -0.1452571600675583]], "network.12.bias": [-0.0027085342444479465], "network.2.weight": [[0.11328091472387314, 0.13688111305236816, 0.06192919984459877, -0.04233350232243538, -0.03440261259675026], [-0.17126162350177765, -0.06885288655757904, -0.04577936604619026, 0.18852470815181732, 0.11635201424360275], [-0.09486621618270874, -0.07389727979898453, 0.21395243704319, -0.17659185826778412, -0.08834083378314972], [0.1475958228111267, 0.1088261678814888, 0.05633605644106865, -0.07817522436380386, -0.017947226762771606], [-0.18096959590911865, -0.04242551699280739, -0.05384516343474388, 0.23443472385406494, 0.06109943985939026]], "network.2.bias": [0.15581564605236053, 0.05183650925755501, -0.053206946700811386, 0.22937142848968506, 0.04775674268603325], "network.4.weight": [[-0.06872370839118958, 0.03239532187581062, 0.2042393833398819, -0.14665775001049042, -0.07445820420980453], [0.21470242738723755, 0.07435508817434311, 0.03601554408669472, -0.07428990304470062, 0.025850851088762283], [-0.17523248493671417, -0.033117275685071945, -0.028563017025589943, 0.2355235368013382, 0.06110842898488045], [-0.02532208152115345, 0.06567488610744476, 0.11622311919927597, -0.18560300767421722, 0.014744022861123085], [0.3145802319049835, 0.016841279342770576, 0.023682745173573494, -0.03743772581219673, 0.1049116849899292]], "network.4.bias": [-0.07313129305839539, 0.16803115606307983, 0.017971107736229897, -0.025383999571204185, 0.06311597675085068], "network.6.weight": [[-0.1575450897216797, -0.003770736511796713, 0.010004219599068165, 0.25779232382774353, 0.02837054803967476], [-0.031047958880662918, 0.10199855268001556, 0.06510425359010696, -0.1536325067281723, 0.013952389359474182], [0.23786842823028564, 0.06403408199548721, -0.0013734602835029364, -0.01886148937046528, 0.09688448160886765], [-0.13690873980522156, 0.012647822499275208, 0.006707032676786184, 0.20201748609542847, 0.06505344063043594], [-0.011657937429845333, 0.0719553530216217, 0.06544006615877151, -0.14484618604183197, 0.037346865981817245]], "network.6.bias": [-0.00569877540692687, -0.009470376186072826, 0.06896460801362991, -0.0003467031638137996, -0.03325087949633598], "network.8.weight": [[0.23952241241931915, 0.0702793076634407, 0.007304164115339518, -0.024275144562125206, 0.10475967824459076], [-0.131632998585701, 0.06680398434400558, -0.06784813106060028, 0.24988603591918945, 0.09266845136880875], [-0.03648332133889198, 0.11950089037418365, 0.001243905513547361, -0.1399490088224411, 0.06749900430440903], [0.24424105882644653, 0.1376780867576599, 0.002347002038732171, -0.031832125037908554, 0.09170649945735931], [-0.13971911370754242, 0.07708558440208435, -0.0690917819738388, 0.24132148921489716, 0.16509713232517242]], "network.8.bias": [0.03974490985274315, 0.0036265498492866755, -0.06432725489139557, 0.0049854121170938015, -0.013920677825808525]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.959456, 0.344421, -0.044933, 0.729205, -0.250886], [0.514369, 0.41877, -0.127759, 0.561803, -0.237688], [-0.734904, 0.243349, 0.397712, -0.057669, 0.735327], [0.476782, 0.17475, 0.201288, -0.219725, -0.046129], [0.736748, 0.314511, -0.086197, 0.05946, -0.043971]], "network.0.bias": [-0.027502, -0.228322, 0.35631, 0.367817, 0.123801], "network.2.weight": [[0.867966, -0.317962, 0.676318, 0.296628, -0.329407], [0.391909, -0.120558, 0.290199, 0.1273, -0.280223], [0.56748, -0.463919, 0.646692, 0.266338, -0.153228], [0.489266, 0.438672, -0.307773, 0.126646, 0.794275], [1.184238, 0.094696, 0.602512, 0.06398, -0.672742]], "network.2.bias": [0.015829, -0.021031, -0.044021, 0.208449, 0.045088], "network.4.weight": [[0.003797, -0.259516, -0.708322, -0.231751, -0.11502], [0.826238, -0.059291, 0.858807, 0.436671, 0.975633], [-0.826035, -0.277226, -0.349984, 0.336424, -0.38322], [-0.212451, 0.226514, -0.375853, -0.276339, -0.105455], [0.731198, 0.546046, 0.687253, -0.258712, 0.279651]], "network.4.bias": [-0.375242, -0.159923, 0.616989, -0.274294, 0.355496], "network.6.weight": [[0.638984, -0.635013, -0.006924, 0.536759, 0.326035], [-1.122006, -0.292454, 0.740674, -0.937062, -1.082264], [-0.488122, 0.836092, -0.079254, -0.476329, 0.848505], [0.072316, 0.391244, -0.427439, -0.037286, 0.340213], [0.399319, 0.951306, -0.528366, -0.061032, 0.539203]], "network.6.bias": [-0.612346, 0.29213, -0.1102, -0.326791, 0.019497], "network.8.weight": [[-0.262656, 0.106571, -0.049259, -0.556292, -0.62046], [0.450712, -0.934257, 0.721366, 0.48623, 0.592595], [-1.320687, 0.648265, -0.423543, -0.842309, -0.740059], [0.660667, 0.066929, 1.092953, 0.446083, 0.288779], [0.176058, -0.212176, -0.282216, 0.521587, -0.192108]], "network.8.bias": [0.487202, 0.122868, 0.553465, -0.228273, -0.287583], "network.10.weight": [[0.261829, -0.475677, 0.883169, -0.319367, -0.70454], [-0.705159, 0.000295, -0.323716, 0.539654, 0.884623], [-0.507512, -0.851434, -0.445093, 0.041591, 0.623148], [0.261333, -0.379068, 0.899386, -0.662178, -0.004658], [-0.51277, 0.802905, -0.928067, 0.654799, 0.002939]], "network.10.bias": [0.283483, -0.486933, -0.648576, 0.566303, -0.059407], "network.12.weight": [[0.289354, -0.670592, -0.747615, 0.470861, -0.685954]], "network.12.bias": [0.62929]}
|
{"alternating": {"accuracy": 0.8328571428571429, "precision": 0.0410958904109589, "recall": 0.06, "f1": 0.04878048780487805, "tp": 6, "fp": 140, "fn": 94, "tn": 1160, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.83, "precision": 0.0273972602739726, "recall": 0.04, "f1": 0.03252032520325203, "tp": 4, "fp": 142, "fn": 96, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8271428571428572, "precision": 0.0136986301369863, "recall": 0.02, "f1": 0.016260162601626015, "tp": 2, "fp": 144, "fn": 98, "tn": 1156, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8913333333333333, "precision": 0.3624454148471616, "recall": 0.83, "f1": 0.5045592705167173, "tp": 83, "fp": 146, "fn": 17, "tn": 1254, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.835809523809524, "macro_precision": 0.058178586383407824, "macro_recall": 0.10642857142857143, "macro_f1": 0.07436747402645542, "micro_accuracy": 0.8360913705583757, "micro_precision": 0.07005171603196991, "micro_recall": 0.10642857142857143, "micro_f1": 0.08449106889707968}}
|
{"network.0.weight": [[-0.2306022197008133, -0.02384701743721962, 0.051942821592092514, 0.2869391441345215, 0.10280413180589676], [-0.02746688760817051, 0.026574477553367615, 0.015883566811680794, -0.30104130506515503, -0.041782256215810776], [0.3159923851490021, 0.1182117685675621, 0.03868517652153969, -0.0077733127400279045, 0.025277167558670044], [-0.31316810846328735, -0.049599263817071915, 0.05783946439623833, 0.3233380913734436, 0.11293758451938629], [0.012313135899603367, 0.02782633900642395, -0.035197485238313675, -0.3233969211578369, -0.07505415380001068]], "network.0.bias": [0.032457057386636734, 0.053402360528707504, -0.0176799725741148, 0.040751975029706955, 0.05299607291817665], "network.10.weight": [[0.3485994040966034, 0.08359580487012863, 0.028623590245842934, 0.07173683494329453, 0.027072250843048096], [-0.23531131446361542, -0.11991723626852036, 0.05449717864394188, 0.27375441789627075, 0.06792497634887695], [0.15147636830806732, 0.041454948484897614, -0.010854660533368587, -0.07268974930047989, -0.10585153102874756], [0.14569300413131714, 0.08253667503595352, 0.05504760146141052, 0.060392655432224274, -0.019666939973831177], [-0.039009254425764084, -0.10053214430809021, 0.022733403369784355, 0.11387059092521667, 0.10967167466878891]], "network.10.bias": [-0.037263259291648865, 0.03930504247546196, 0.0178487878292799, 0.08770584315061569, 0.044938478618860245], "network.12.weight": [[0.006873614154756069, -0.048834361135959625, 0.10959681123495102, -0.03336557373404503, -0.12715724110603333]], "network.12.bias": [-0.012830729596316814], "network.2.weight": [[0.0988386943936348, 0.08871511369943619, 0.030484722927212715, -0.02727627195417881, -0.0063401805236935616], [-0.0051366607658565044, -0.04584777355194092, -0.05685972049832344, 0.153093159198761, 0.06067018210887909], [-0.07013107091188431, -0.05673113465309143, 0.22817334532737732, -0.010711167939007282, -0.07309211790561676], [0.1193445697426796, 0.0640515461564064, 0.027219319716095924, -0.06208910420536995, 0.004992633126676083], [0.027316277846693993, -0.03723977133631706, -0.06295495480298996, 0.1638474464416504, 0.0013882138300687075]], "network.2.bias": [0.16653823852539062, 0.02199014462530613, -0.06414894759654999, 0.2325640469789505, 0.021114515140652657], "network.4.weight": [[-0.02313217706978321, 0.04326320067048073, 0.20132936537265778, 0.011485762894153595, -0.0614941380918026], [0.18125078082084656, 0.021225202828645706, 0.011498572304844856, -0.047203727066516876, 0.048263758420944214], [-0.02220260351896286, -0.0370447002351284, -0.028357746079564095, 0.17031973600387573, 0.008709858171641827], [0.009841798804700375, 0.0762479230761528, 0.10617969185113907, 0.01413082517683506, 0.010214172303676605], [0.2107435017824173, -0.05602692440152168, 0.012864509597420692, 0.014891387894749641, 0.0946381613612175]], "network.4.bias": [-0.07500126957893372, 0.1586930900812149, -0.0007846631924621761, -0.032801304012537, 0.06224505975842476], "network.6.weight": [[-0.007425145711749792, -0.021478503942489624, 0.0013454644940793514, 0.16532206535339355, -0.029276959598064423], [0.013902933336794376, 0.10270613431930542, 0.05518706515431404, -0.02752457745373249, -0.0003148965770378709], [0.15774628520011902, -0.0004531952436082065, -0.004018408711999655, 0.022601203992962837, 0.09426761418581009], [-0.02561884932219982, -0.003615004476159811, 0.00609129061922431, 0.13100910186767578, 0.0076584587804973125], [0.02481515146791935, 0.06910204142332077, 0.04671826213598251, -0.005500955041497946, 0.02032189443707466]], "network.6.bias": [-0.012415045872330666, -0.007136123720556498, 0.05132736638188362, -0.004984480794519186, -0.024202540516853333], "network.8.weight": [[0.15297235548496246, 0.0017480284441262484, -0.00486077880486846, 0.019433170557022095, 0.10118045657873154], [0.035412777215242386, 0.05472021549940109, -0.05332041159272194, 0.15248796343803406, 0.00740013038739562], [0.012733018025755882, 0.11449435353279114, -0.011503885500133038, -0.008057213388383389, 0.05486784502863884], [0.15603315830230713, 0.05585086718201637, -0.008040191605687141, 0.005717300809919834, 0.09306951612234116], [-0.01563543826341629, 0.06338857859373093, -0.04785742238163948, 0.16112291812896729, 0.07839784771203995]], "network.8.bias": [0.021999938413500786, -0.01031673513352871, -0.04521000385284424, -0.011095798574388027, -0.01713094301521778]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.959456, 0.344421, -0.044933, 0.729205, -0.250886], [0.514369, 0.41877, -0.127759, 0.561803, -0.237688], [-0.734904, 0.243349, 0.397712, -0.057669, 0.735327], [0.476782, 0.17475, 0.201288, -0.219725, -0.046129], [0.736748, 0.314511, -0.086197, 0.05946, -0.043971]], "network.0.bias": [-0.027502, -0.228322, 0.35631, 0.367817, 0.123801], "network.2.weight": [[0.867966, -0.317962, 0.676318, 0.296628, -0.329407], [0.391909, -0.120558, 0.290199, 0.1273, -0.280223], [0.56748, -0.463919, 0.646692, 0.266338, -0.153228], [0.489266, 0.438672, -0.307773, 0.126646, 0.794275], [1.184238, 0.094696, 0.602512, 0.06398, -0.672742]], "network.2.bias": [0.015829, -0.021031, -0.044021, 0.208449, 0.045088], "network.4.weight": [[0.003797, -0.259516, -0.708322, -0.231751, -0.11502], [0.826238, -0.059291, 0.858807, 0.436671, 0.975633], [-0.826035, -0.277226, -0.349984, 0.336424, -0.38322], [-0.212451, 0.226514, -0.375853, -0.276339, -0.105455], [0.731198, 0.546046, 0.687253, -0.258712, 0.279651]], "network.4.bias": [-0.375242, -0.159923, 0.616989, -0.274294, 0.355496], "network.6.weight": [[0.638984, -0.635013, -0.006924, 0.536759, 0.326035], [-1.122006, -0.292454, 0.740674, -0.937062, -1.082264], [-0.488122, 0.836092, -0.079254, -0.476329, 0.848505], [0.072316, 0.391244, -0.427439, -0.037286, 0.340213], [0.399319, 0.951306, -0.528366, -0.061032, 0.539203]], "network.6.bias": [-0.612346, 0.29213, -0.1102, -0.326791, 0.019497], "network.8.weight": [[-0.262656, 0.106571, -0.049259, -0.556292, -0.62046], [0.450712, -0.934257, 0.721366, 0.48623, 0.592595], [-1.320687, 0.648265, -0.423543, -0.842309, -0.740059], [0.660667, 0.066929, 1.092953, 0.446083, 0.288779], [0.176058, -0.212176, -0.282216, 0.521587, -0.192108]], "network.8.bias": [0.487202, 0.122868, 0.553465, -0.228273, -0.287583], "network.10.weight": [[0.261829, -0.475677, 0.883169, -0.319367, -0.70454], [-0.705159, 0.000295, -0.323716, 0.539654, 0.884623], [-0.507512, -0.851434, -0.445093, 0.041591, 0.623148], [0.261333, -0.379068, 0.899386, -0.662178, -0.004658], [-0.51277, 0.802905, -0.928067, 0.654799, 0.002939]], "network.10.bias": [0.283483, -0.486933, -0.648576, 0.566303, -0.059407], "network.12.weight": [[0.289354, -0.670592, -0.747615, 0.470861, -0.685954]], "network.12.bias": [0.62929]}
|
{"alternating": {"accuracy": 0.8328571428571429, "precision": 0.0410958904109589, "recall": 0.06, "f1": 0.04878048780487805, "tp": 6, "fp": 140, "fn": 94, "tn": 1160, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.83, "precision": 0.0273972602739726, "recall": 0.04, "f1": 0.03252032520325203, "tp": 4, "fp": 142, "fn": 96, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8271428571428572, "precision": 0.0136986301369863, "recall": 0.02, "f1": 0.016260162601626015, "tp": 2, "fp": 144, "fn": 98, "tn": 1156, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8913333333333333, "precision": 0.3624454148471616, "recall": 0.83, "f1": 0.5045592705167173, "tp": 83, "fp": 146, "fn": 17, "tn": 1254, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.835809523809524, "macro_precision": 0.058178586383407824, "macro_recall": 0.10642857142857143, "macro_f1": 0.07436747402645542, "micro_accuracy": 0.8360913705583757, "micro_precision": 0.07005171603196991, "micro_recall": 0.10642857142857143, "micro_f1": 0.08449106889707968}}
|
{"network.0.weight": [[-0.33158814907073975, -0.09055987745523453, 0.02742958627641201, 0.3246460556983948, 0.14535237848758698], [-0.06455427408218384, 0.03916538134217262, 0.017860328778624535, -0.3755456507205963, -0.09282280504703522], [0.35044676065444946, 0.14983069896697998, 0.033401090651750565, -0.05441179871559143, 0.03864879161119461], [-0.3778161108493805, -0.0864049643278122, 0.029879676178097725, 0.3530706763267517, 0.13785576820373535], [-0.04443370923399925, 0.03749033808708191, -0.03113250993192196, -0.427115261554718, -0.0943695604801178]], "network.0.bias": [0.023353585973381996, 0.02388799376785755, -0.010964690707623959, 0.03498150780797005, 0.028499392792582512], "network.10.weight": [[0.4085507392883301, 0.11606820672750473, 0.01979398913681507, -0.016727862879633904, 0.04541647434234619], [-0.41830164194107056, -0.11790291965007782, 0.034831684082746506, 0.36054959893226624, 0.11917486041784286], [0.02201213873922825, 0.07222989946603775, -0.016720185056328773, -0.213460311293602, -0.10290684551000595], [0.1773187816143036, 0.11729291081428528, 0.037731919437646866, -0.01536860316991806, 0.01357737835496664], [-0.09799002856016159, -0.10832934081554413, 0.009681989438831806, 0.09269552677869797, 0.12914001941680908]], "network.10.bias": [-0.03645731508731842, 0.03365056589245796, 0.006654208060353994, 0.08345572650432587, 0.028689676895737648], "network.12.weight": [[-0.04155060276389122, -0.030170999467372894, 0.12003587931394577, -0.06817237287759781, -0.1369316279888153]], "network.12.bias": [-0.019546275958418846], "network.2.weight": [[0.06939471513032913, 0.09545265883207321, 0.017730409279465675, -0.06172007694840431, 0.004512487910687923], [-0.021938256919384003, -0.061069224029779434, -0.05814945325255394, 0.09911554306745529, 0.05981351062655449], [-0.09538576006889343, -0.04498905688524246, 0.23782160878181458, -0.012091734446585178, -0.08743484318256378], [0.056547340005636215, 0.06022380292415619, 0.0187081266194582, -0.09316539764404297, 0.012058882974088192], [0.02552924118936062, -0.0506439246237278, -0.0632256418466568, 0.0903536006808281, -0.005239811260253191]], "network.2.bias": [0.16980217397212982, 0.016557881608605385, -0.06503140926361084, 0.24755434691905975, 0.019349409267306328], "network.4.weight": [[-0.058106355369091034, 0.03917825222015381, 0.2249608039855957, 0.023915506899356842, -0.07349815964698792], [0.11307039111852646, 0.006874475162476301, 0.0071900286711752415, -0.07241487503051758, 0.047306135296821594], [-0.013873131945729256, -0.046644650399684906, -0.029947252944111824, 0.10972058027982712, -0.004929535556584597], [-0.0207599475979805, 0.07548455148935318, 0.11732847988605499, 0.02687007375061512, 0.0067336042411625385], [0.14747856557369232, -0.08025731146335602, 0.025264078751206398, -0.002481306903064251, 0.08757553994655609]], "network.4.bias": [-0.07511617243289948, 0.17491815984249115, -0.0019445361103862524, -0.02996094338595867, 0.06424324959516525], "network.6.weight": [[0.0025108219124376774, -0.027882300317287445, -0.0011239019222557545, 0.10875962674617767, -0.04717686399817467], [-0.005056289024651051, 0.10323318094015121, 0.05517129972577095, -0.018012041226029396, -0.0015786361182108521], [0.11085521429777145, -0.02440112829208374, 0.0020113757345825434, 0.0042568715289235115, 0.09403670579195023], [-0.015348038636147976, -0.0046393792144954205, -0.0012096338905394077, 0.09053702652454376, -0.014525369741022587], [0.008150219917297363, 0.07321550697088242, 0.044924985617399216, 0.027169980108737946, 0.020578734576702118]], "network.6.bias": [-0.004268126096576452, -0.011360705830156803, 0.05215204879641533, -0.0016331539954990149, -0.03149614855647087], "network.8.weight": [[0.09872005879878998, -0.031050752848386765, 0.001114910701289773, 0.007592487148940563, 0.10187526792287827], [0.07559533417224884, 0.06035821884870529, -0.05945920571684837, 0.09409195184707642, -0.03481101989746094], [0.00045626319479197264, 0.1121470257639885, -0.011536250822246075, 0.03133845701813698, 0.06224387511610985], [0.0989081859588623, 0.013372204266488552, -0.0014747956302016973, -0.005565681494772434, 0.09214948117733002], [0.017302758991718292, 0.07390318810939789, -0.053342316299676895, 0.10612912476062775, 0.0325298011302948]], "network.8.bias": [0.018971702083945274, -9.174429578706622e-05, -0.051814768463373184, -0.014429504983127117, -0.006411557551473379]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.959456, 0.344421, -0.044933, 0.729205, -0.250886], [0.514369, 0.41877, -0.127759, 0.561803, -0.237688], [-0.734904, 0.243349, 0.397712, -0.057669, 0.735327], [0.476782, 0.17475, 0.201288, -0.219725, -0.046129], [0.736748, 0.314511, -0.086197, 0.05946, -0.043971]], "network.0.bias": [-0.027502, -0.228322, 0.35631, 0.367817, 0.123801], "network.2.weight": [[0.867966, -0.317962, 0.676318, 0.296628, -0.329407], [0.391909, -0.120558, 0.290199, 0.1273, -0.280223], [0.56748, -0.463919, 0.646692, 0.266338, -0.153228], [0.489266, 0.438672, -0.307773, 0.126646, 0.794275], [1.184238, 0.094696, 0.602512, 0.06398, -0.672742]], "network.2.bias": [0.015829, -0.021031, -0.044021, 0.208449, 0.045088], "network.4.weight": [[0.003797, -0.259516, -0.708322, -0.231751, -0.11502], [0.826238, -0.059291, 0.858807, 0.436671, 0.975633], [-0.826035, -0.277226, -0.349984, 0.336424, -0.38322], [-0.212451, 0.226514, -0.375853, -0.276339, -0.105455], [0.731198, 0.546046, 0.687253, -0.258712, 0.279651]], "network.4.bias": [-0.375242, -0.159923, 0.616989, -0.274294, 0.355496], "network.6.weight": [[0.638984, -0.635013, -0.006924, 0.536759, 0.326035], [-1.122006, -0.292454, 0.740674, -0.937062, -1.082264], [-0.488122, 0.836092, -0.079254, -0.476329, 0.848505], [0.072316, 0.391244, -0.427439, -0.037286, 0.340213], [0.399319, 0.951306, -0.528366, -0.061032, 0.539203]], "network.6.bias": [-0.612346, 0.29213, -0.1102, -0.326791, 0.019497], "network.8.weight": [[-0.262656, 0.106571, -0.049259, -0.556292, -0.62046], [0.450712, -0.934257, 0.721366, 0.48623, 0.592595], [-1.320687, 0.648265, -0.423543, -0.842309, -0.740059], [0.660667, 0.066929, 1.092953, 0.446083, 0.288779], [0.176058, -0.212176, -0.282216, 0.521587, -0.192108]], "network.8.bias": [0.487202, 0.122868, 0.553465, -0.228273, -0.287583], "network.10.weight": [[0.261829, -0.475677, 0.883169, -0.319367, -0.70454], [-0.705159, 0.000295, -0.323716, 0.539654, 0.884623], [-0.507512, -0.851434, -0.445093, 0.041591, 0.623148], [0.261333, -0.379068, 0.899386, -0.662178, -0.004658], [-0.51277, 0.802905, -0.928067, 0.654799, 0.002939]], "network.10.bias": [0.283483, -0.486933, -0.648576, 0.566303, -0.059407], "network.12.weight": [[0.289354, -0.670592, -0.747615, 0.470861, -0.685954]], "network.12.bias": [0.62929]}
|
{"alternating": {"accuracy": 0.8328571428571429, "precision": 0.0410958904109589, "recall": 0.06, "f1": 0.04878048780487805, "tp": 6, "fp": 140, "fn": 94, "tn": 1160, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.83, "precision": 0.0273972602739726, "recall": 0.04, "f1": 0.03252032520325203, "tp": 4, "fp": 142, "fn": 96, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8271428571428572, "precision": 0.0136986301369863, "recall": 0.02, "f1": 0.016260162601626015, "tp": 2, "fp": 144, "fn": 98, "tn": 1156, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8913333333333333, "precision": 0.3624454148471616, "recall": 0.83, "f1": 0.5045592705167173, "tp": 83, "fp": 146, "fn": 17, "tn": 1254, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.835809523809524, "macro_precision": 0.058178586383407824, "macro_recall": 0.10642857142857143, "macro_f1": 0.07436747402645542, "micro_accuracy": 0.8360913705583757, "micro_precision": 0.07005171603196991, "micro_recall": 0.10642857142857143, "micro_f1": 0.08449106889707968}}
|
{"network.0.weight": [[-0.33925169706344604, -0.10182973742485046, -0.002060475293546915, 0.2925874590873718, 0.1876789927482605], [-0.06991827487945557, 0.022862672805786133, 0.03156442940235138, -0.3352718949317932, -0.09761102497577667], [0.29876309633255005, 0.17759981751441956, 0.024993913248181343, -0.055929575115442276, 0.014394755475223064], [-0.30639976263046265, -0.08733108639717102, -0.0066202604211866856, 0.2867361903190613, 0.15662416815757751], [-0.04318886622786522, 0.006878531537950039, -0.011968824081122875, -0.3381633460521698, -0.09022091329097748]], "network.0.bias": [0.02225036360323429, -0.010112996213138103, 0.005499580409377813, 0.021350080147385597, -0.006448464933782816], "network.10.weight": [[0.3363227844238281, 0.12958258390426636, 0.0026621392462402582, -0.016940971836447716, 0.00701435562223196], [-0.31902748346328735, -0.09602789580821991, -0.008623349480330944, 0.28552913665771484, 0.13555976748466492], [-0.0005242835031822324, 0.03669410198926926, 0.026507241651415825, -0.09724234789609909, -0.07936856150627136], [0.05568195879459381, 0.1314697265625, 0.0010962507221847773, -0.02506617270410061, -0.0008770609274506569], [-0.04268758371472359, -0.07638917118310928, -0.02821498177945614, -0.007533058058470488, 0.1389750838279724]], "network.10.bias": [-0.0117122707888484, 0.006299162749201059, -0.042057741433382034, 0.13435399532318115, -0.004447226878255606], "network.12.weight": [[-0.04244627058506012, -0.03273804485797882, 0.17184044420719147, -0.03916887193918228, -0.09984533488750458]], "network.12.bias": [-0.04685324802994728], "network.2.weight": [[-0.03259675204753876, 0.10042665898799896, -0.005745363887399435, -0.0607854463160038, -0.00563413742929697], [-0.053003694862127304, -0.04090175777673721, -0.0646321028470993, 0.01145886443555355, 0.08456500619649887], [-0.07800762355327606, -0.06468396633863449, 0.2841889560222626, -0.0462544709444046, -0.05800333246588707], [-0.03441924601793289, 0.07892634719610214, 0.004339809063822031, -0.08513730019330978, -0.010786690749228], [-0.058451082557439804, -0.01977551355957985, -0.05222257971763611, 0.02136055938899517, 0.036220695823431015]], "network.2.bias": [0.23028068244457245, -0.0014547535683959723, -0.06972242891788483, 0.2912916839122772, 0.007788552436977625], "network.4.weight": [[-0.06726138293743134, 0.00851381290704012, 0.25955259799957275, -0.032453250139951706, -0.04377523809671402], [0.04394497722387314, 0.03681328147649765, 0.002750689396634698, -0.06317649036645889, 0.008088271133601665], [-0.06410977244377136, -0.010415000841021538, -0.02170460857450962, 0.05377401411533356, 0.03161449357867241], [-0.029396023601293564, 0.03580544888973236, 0.14836730062961578, -0.07955177128314972, 0.036006782203912735], [0.11161299794912338, -0.022662382572889328, 0.013618500903248787, -0.026870647445321083, 0.043066222220659256]], "network.4.bias": [-0.06373084336519241, 0.20418591797351837, -0.01293698139488697, -0.0011187964119017124, 0.08548621833324432], "network.6.weight": [[-0.07112863659858704, 0.010874662548303604, 0.01971288211643696, 0.0645599365234375, 0.003500494407489896], [-0.023985721170902252, 0.05999712646007538, 0.07325827330350876, -0.07180268317461014, 0.028617030009627342], [0.06647395342588425, 0.021005183458328247, -0.015559663996100426, -0.005355609580874443, 0.05410611629486084], [-0.06373761594295502, 0.02972676046192646, 0.02235250361263752, 0.048234596848487854, 0.027815721929073334], [-0.0022692522034049034, 0.03087211400270462, 0.05636051669716835, -0.05639050528407097, 0.053516317158937454]], "network.6.bias": [-0.01564904861152172, 0.009807480499148369, 0.06493460386991501, -0.01676546223461628, 0.0013639586977660656], "network.8.weight": [[0.05789913609623909, 0.026241883635520935, -0.0007797262514941394, -0.013219629414379597, 0.04807927459478378], [-0.03838026896119118, 0.08592547476291656, -0.019620420411229134, 0.06123458221554756, 0.03180079162120819], [-0.02495293878018856, 0.05614664405584335, -0.002140494529157877, -0.05550772324204445, 0.08816595375537872], [0.06224490702152252, 0.06967904418706894, 0.00213982374407351, -0.025569969788193703, 0.033700425177812576], [-0.05793667957186699, 0.09465192258358002, -0.01564672216773033, 0.06853210926055908, 0.08403916656970978]], "network.8.bias": [0.0296438317745924, 0.006536530796438456, -0.013150368817150593, -0.006456273142248392, -0.0019044361542910337]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.959456, 0.344421, -0.044933, 0.729205, -0.250886], [0.514369, 0.41877, -0.127759, 0.561803, -0.237688], [-0.734904, 0.243349, 0.397712, -0.057669, 0.735327], [0.476782, 0.17475, 0.201288, -0.219725, -0.046129], [0.736748, 0.314511, -0.086197, 0.05946, -0.043971]], "network.0.bias": [-0.027502, -0.228322, 0.35631, 0.367817, 0.123801], "network.2.weight": [[0.867966, -0.317962, 0.676318, 0.296628, -0.329407], [0.391909, -0.120558, 0.290199, 0.1273, -0.280223], [0.56748, -0.463919, 0.646692, 0.266338, -0.153228], [0.489266, 0.438672, -0.307773, 0.126646, 0.794275], [1.184238, 0.094696, 0.602512, 0.06398, -0.672742]], "network.2.bias": [0.015829, -0.021031, -0.044021, 0.208449, 0.045088], "network.4.weight": [[0.003797, -0.259516, -0.708322, -0.231751, -0.11502], [0.826238, -0.059291, 0.858807, 0.436671, 0.975633], [-0.826035, -0.277226, -0.349984, 0.336424, -0.38322], [-0.212451, 0.226514, -0.375853, -0.276339, -0.105455], [0.731198, 0.546046, 0.687253, -0.258712, 0.279651]], "network.4.bias": [-0.375242, -0.159923, 0.616989, -0.274294, 0.355496], "network.6.weight": [[0.638984, -0.635013, -0.006924, 0.536759, 0.326035], [-1.122006, -0.292454, 0.740674, -0.937062, -1.082264], [-0.488122, 0.836092, -0.079254, -0.476329, 0.848505], [0.072316, 0.391244, -0.427439, -0.037286, 0.340213], [0.399319, 0.951306, -0.528366, -0.061032, 0.539203]], "network.6.bias": [-0.612346, 0.29213, -0.1102, -0.326791, 0.019497], "network.8.weight": [[-0.262656, 0.106571, -0.049259, -0.556292, -0.62046], [0.450712, -0.934257, 0.721366, 0.48623, 0.592595], [-1.320687, 0.648265, -0.423543, -0.842309, -0.740059], [0.660667, 0.066929, 1.092953, 0.446083, 0.288779], [0.176058, -0.212176, -0.282216, 0.521587, -0.192108]], "network.8.bias": [0.487202, 0.122868, 0.553465, -0.228273, -0.287583], "network.10.weight": [[0.261829, -0.475677, 0.883169, -0.319367, -0.70454], [-0.705159, 0.000295, -0.323716, 0.539654, 0.884623], [-0.507512, -0.851434, -0.445093, 0.041591, 0.623148], [0.261333, -0.379068, 0.899386, -0.662178, -0.004658], [-0.51277, 0.802905, -0.928067, 0.654799, 0.002939]], "network.10.bias": [0.283483, -0.486933, -0.648576, 0.566303, -0.059407], "network.12.weight": [[0.289354, -0.670592, -0.747615, 0.470861, -0.685954]], "network.12.bias": [0.62929]}
|
{"alternating": {"accuracy": 0.8328571428571429, "precision": 0.0410958904109589, "recall": 0.06, "f1": 0.04878048780487805, "tp": 6, "fp": 140, "fn": 94, "tn": 1160, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.83, "precision": 0.0273972602739726, "recall": 0.04, "f1": 0.03252032520325203, "tp": 4, "fp": 142, "fn": 96, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8271428571428572, "precision": 0.0136986301369863, "recall": 0.02, "f1": 0.016260162601626015, "tp": 2, "fp": 144, "fn": 98, "tn": 1156, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8913333333333333, "precision": 0.3624454148471616, "recall": 0.83, "f1": 0.5045592705167173, "tp": 83, "fp": 146, "fn": 17, "tn": 1254, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.835809523809524, "macro_precision": 0.058178586383407824, "macro_recall": 0.10642857142857143, "macro_f1": 0.07436747402645542, "micro_accuracy": 0.8360913705583757, "micro_precision": 0.07005171603196991, "micro_recall": 0.10642857142857143, "micro_f1": 0.08449106889707968}}
|
{"network.0.weight": [[0.008725563995540142, 0.0826946496963501, 0.10045184195041656, 0.18998214602470398, 0.027796294540166855], [-0.009879088960587978, 0.00466806348413229, 0.04340234026312828, 0.03348207101225853, 0.056676607578992844], [0.1535726636648178, 0.0342823825776577, 0.019482674077153206, 0.023165633901953697, -0.009565581567585468], [0.018883373588323593, 0.0237894207239151, 0.10951918363571167, 0.14899352192878723, 0.03699576109647751], [0.04388921335339546, -0.010869079269468784, -0.013562197797000408, 0.015054776333272457, -0.08395655453205109]], "network.0.bias": [0.018712865188717842, 0.10066553205251694, 0.00822077039629221, 0.026918569579720497, 0.12856267392635345], "network.10.weight": [[0.11600372195243835, 0.041228003799915314, 0.04150307551026344, 0.18450462818145752, -0.0633225366473198], [0.14440101385116577, -0.17214055359363556, 0.120501808822155, 0.057486459612846375, 0.04128212481737137], [0.3081735074520111, -0.06321199983358383, -0.05425534397363663, -0.09826788306236267, -0.16140660643577576], [0.15826967358589172, 0.11517996340990067, 0.15019191801548004, 0.15774109959602356, -0.09524431079626083], [-0.2376236915588379, -0.14846721291542053, 0.12423162907361984, 0.20517274737358093, 0.16739830374717712]], "network.10.bias": [-0.048163577914237976, 0.06642386317253113, 0.1388837993144989, -0.048137031495571136, 0.13846857845783234], "network.12.weight": [[0.05066743120551109, -0.10562504082918167, -0.01196887157857418, -0.2753751277923584, -0.19613975286483765]], "network.12.bias": [0.06612303853034973], "network.2.weight": [[0.17480522394180298, 0.17090673744678497, 0.09892994165420532, -0.0036415765061974525, -0.06756915897130966], [-0.2716369032859802, -0.09210868179798126, 0.010240626521408558, 0.2240961343050003, 0.16926419734954834], [-0.07969382405281067, -0.10894624143838882, 0.09501175582408905, -0.2779584228992462, -0.11578736454248428], [0.17538243532180786, 0.15304142236709595, 0.08094275742769241, -0.061361830681562424, -0.04366002231836319], [-0.284624308347702, -0.06411761045455933, -0.00792741309851408, 0.26830026507377625, 0.12322569638490677]], "network.2.bias": [0.03816850110888481, 0.08299346268177032, -0.005724253598600626, 0.12235493957996368, 0.057541992515325546], "network.4.weight": [[-0.04664166644215584, 0.013214490376412868, 0.10090427845716476, -0.24777135252952576, -0.10888410359621048], [0.2152532935142517, 0.13003398478031158, 0.03872467949986458, -0.06538019329309464, 0.004078558646142483], [-0.26100313663482666, -0.058958131819963455, -0.0028465637005865574, 0.25065550208091736, 0.11928632110357285], [-0.012172427959740162, 0.04125857725739479, 0.05962594226002693, -0.26400405168533325, -0.0022705267183482647], [0.34269094467163086, 0.09139471501111984, 0.003989959601312876, -0.027000078931450844, 0.08541057258844376]], "network.4.bias": [-0.049698155373334885, 0.10035530477762222, 0.012400062754750252, -0.010242770425975323, 0.009614999406039715], "network.6.weight": [[-0.221849262714386, -0.03213996812701225, 0.04239266738295555, 0.2863605320453644, 0.08478005975484848], [-0.017389362677931786, 0.08158064633607864, 0.02085585705935955, -0.20706674456596375, 0.0023160972632467747], [0.2528908848762512, 0.13020578026771545, -0.023260189220309258, -0.006293093785643578, 0.0719279795885086], [-0.1830134242773056, 0.006117167416960001, 0.015056346543133259, 0.21745088696479797, 0.1239737868309021], [0.0022356826812028885, 0.04746629297733307, 0.04557434469461441, -0.18632295727729797, 0.03147539496421814]], "network.6.bias": [-0.02782914601266384, 0.003767711576074362, 0.04230651631951332, -0.020189402624964714, -0.047737572342157364], "network.8.weight": [[0.2699434161186218, 0.14802461862564087, -0.013619301840662956, -0.018091024830937386, 0.08306827396154404], [-0.17131154239177704, 0.06094781681895256, -0.09545429050922394, 0.2935521602630615, 0.19212335348129272], [-0.03933596983551979, 0.09756415337324142, -0.02079690992832184, -0.17734424769878387, 0.05660170689225197], [0.29180431365966797, 0.2393641471862793, -0.018530895933508873, -0.03177908807992935, 0.07010858505964279], [-0.17762044072151184, 0.06782403588294983, -0.10763340443372726, 0.28302013874053955, 0.2726500332355499]], "network.8.bias": [0.015787111595273018, -0.01875881291925907, -0.09898446500301361, -0.008437768556177616, -0.03371531888842583]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.959456, 0.344421, -0.044933, 0.729205, -0.250886], [0.514369, 0.41877, -0.127759, 0.561803, -0.237688], [-0.734904, 0.243349, 0.397712, -0.057669, 0.735327], [0.476782, 0.17475, 0.201288, -0.219725, -0.046129], [0.736748, 0.314511, -0.086197, 0.05946, -0.043971]], "network.0.bias": [-0.027502, -0.228322, 0.35631, 0.367817, 0.123801], "network.2.weight": [[0.867966, -0.317962, 0.676318, 0.296628, -0.329407], [0.391909, -0.120558, 0.290199, 0.1273, -0.280223], [0.56748, -0.463919, 0.646692, 0.266338, -0.153228], [0.489266, 0.438672, -0.307773, 0.126646, 0.794275], [1.184238, 0.094696, 0.602512, 0.06398, -0.672742]], "network.2.bias": [0.015829, -0.021031, -0.044021, 0.208449, 0.045088], "network.4.weight": [[0.003797, -0.259516, -0.708322, -0.231751, -0.11502], [0.826238, -0.059291, 0.858807, 0.436671, 0.975633], [-0.826035, -0.277226, -0.349984, 0.336424, -0.38322], [-0.212451, 0.226514, -0.375853, -0.276339, -0.105455], [0.731198, 0.546046, 0.687253, -0.258712, 0.279651]], "network.4.bias": [-0.375242, -0.159923, 0.616989, -0.274294, 0.355496], "network.6.weight": [[0.638984, -0.635013, -0.006924, 0.536759, 0.326035], [-1.122006, -0.292454, 0.740674, -0.937062, -1.082264], [-0.488122, 0.836092, -0.079254, -0.476329, 0.848505], [0.072316, 0.391244, -0.427439, -0.037286, 0.340213], [0.399319, 0.951306, -0.528366, -0.061032, 0.539203]], "network.6.bias": [-0.612346, 0.29213, -0.1102, -0.326791, 0.019497], "network.8.weight": [[-0.262656, 0.106571, -0.049259, -0.556292, -0.62046], [0.450712, -0.934257, 0.721366, 0.48623, 0.592595], [-1.320687, 0.648265, -0.423543, -0.842309, -0.740059], [0.660667, 0.066929, 1.092953, 0.446083, 0.288779], [0.176058, -0.212176, -0.282216, 0.521587, -0.192108]], "network.8.bias": [0.487202, 0.122868, 0.553465, -0.228273, -0.287583], "network.10.weight": [[0.261829, -0.475677, 0.883169, -0.319367, -0.70454], [-0.705159, 0.000295, -0.323716, 0.539654, 0.884623], [-0.507512, -0.851434, -0.445093, 0.041591, 0.623148], [0.261333, -0.379068, 0.899386, -0.662178, -0.004658], [-0.51277, 0.802905, -0.928067, 0.654799, 0.002939]], "network.10.bias": [0.283483, -0.486933, -0.648576, 0.566303, -0.059407], "network.12.weight": [[0.289354, -0.670592, -0.747615, 0.470861, -0.685954]], "network.12.bias": [0.62929]}
|
{"alternating": {"accuracy": 0.8328571428571429, "precision": 0.0410958904109589, "recall": 0.06, "f1": 0.04878048780487805, "tp": 6, "fp": 140, "fn": 94, "tn": 1160, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.83, "precision": 0.0273972602739726, "recall": 0.04, "f1": 0.03252032520325203, "tp": 4, "fp": 142, "fn": 96, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8271428571428572, "precision": 0.0136986301369863, "recall": 0.02, "f1": 0.016260162601626015, "tp": 2, "fp": 144, "fn": 98, "tn": 1156, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8913333333333333, "precision": 0.3624454148471616, "recall": 0.83, "f1": 0.5045592705167173, "tp": 83, "fp": 146, "fn": 17, "tn": 1254, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.835809523809524, "macro_precision": 0.058178586383407824, "macro_recall": 0.10642857142857143, "macro_f1": 0.07436747402645542, "micro_accuracy": 0.8360913705583757, "micro_precision": 0.07005171603196991, "micro_recall": 0.10642857142857143, "micro_f1": 0.08449106889707968}}
|
{"network.0.weight": [[-0.17276154458522797, -0.04636398330330849, 0.024584747850894928, 0.22775810956954956, 0.12179799377918243], [-0.035373710095882416, 0.004340409301221371, 0.04052324965596199, -0.2099466323852539, -0.05474764481186867], [0.25317108631134033, 0.12925557792186737, 0.03674977645277977, -0.015647072345018387, 0.004023081623017788], [-0.2111484259366989, -0.05574788525700569, 0.02289607934653759, 0.2579203248023987, 0.12313584983348846], [0.00566446129232645, 0.003858930431306362, -0.007059487048536539, -0.2442627102136612, -0.0685243159532547]], "network.0.bias": [0.028554970398545265, 0.019947534427046776, 0.008390855975449085, 0.03711682930588722, 0.01811024360358715], "network.10.weight": [[0.3024024963378906, 0.09369892627000809, 0.02492351271212101, 0.053541865199804306, 0.00482559110969305], [-0.1718028038740158, -0.10430119931697845, 0.017134806141257286, 0.20379692316055298, 0.08678388595581055], [0.10475437343120575, 0.009560610167682171, 0.057546328753232956, -0.01170441322028637, -0.08613771200180054], [0.052497245371341705, 0.10344479978084564, 0.04775719717144966, 0.02459259144961834, -0.024081148207187653], [0.015016112476587296, -0.0728038102388382, 0.003908087965101004, 0.03165630251169205, 0.1215127557516098]], "network.10.bias": [0.0002399770892225206, 0.029443027451634407, -0.004409151617437601, 0.13040569424629211, 0.03233836218714714], "network.12.weight": [[-0.018073206767439842, -0.044285163283348083, 0.1459062546491623, 0.016448771581053734, -0.09514972567558289]], "network.12.bias": [-0.024201856926083565], "network.2.weight": [[0.028095971792936325, 0.09563972800970078, 0.023442300036549568, -0.04592074826359749, -0.004456394352018833], [0.04265260323882103, -0.02141784131526947, -0.06189360097050667, 0.07278276979923248, 0.07372879236936569], [-0.08349546045064926, -0.06612131744623184, 0.2517208158969879, 0.0395376980304718, -0.04797316715121269], [0.03903276100754738, 0.07858920097351074, 0.024045830592513084, -0.08152086287736893, -0.005975288338959217], [0.08329270780086517, -0.017528608441352844, -0.06953853368759155, 0.06405343860387802, 0.021686848253011703]], "network.2.bias": [0.1912582665681839, 0.022667409852147102, -0.0687420666217804, 0.25332847237586975, 0.024266662076115608], "network.4.weight": [[-0.05163590610027313, 0.008185765706002712, 0.24771641194820404, 0.07017804682254791, -0.03714244067668915], [0.09649635851383209, 0.03157155588269234, 0.016898738220334053, -0.06113329902291298, 0.02215070277452469], [0.03359207138419151, -0.016898270696401596, -0.03290170431137085, 0.08268431574106216, 0.020289689302444458], [-0.004650485701858997, 0.0475468710064888, 0.13373245298862457, 0.06229414418339729, 0.031157352030277252], [0.11695843935012817, -0.054764240980148315, 0.025910064578056335, 0.019114822149276733, 0.05578036606311798]], "network.4.bias": [-0.07758451998233795, 0.1867285519838333, 0.006474948022514582, -0.02756575308740139, 0.08040511608123779], "network.6.weight": [[0.03187862038612366, 0.0006210136925801635, 0.0007920222706161439, 0.08335550874471664, -0.025605715811252594], [0.0166774969547987, 0.07503145188093185, 0.06433854252099991, 0.014090434648096561, 0.018486088141798973], [0.0845390036702156, -0.010216261260211468, 0.008306832984089851, 0.03174318000674248, 0.06639376282691956], [0.007211348507553339, 0.015588723123073578, 0.011266586370766163, 0.06740432232618332, 0.0009384130244143307], [0.032074686139822006, 0.0441388301551342, 0.04452488198876381, 0.03135522082448006, 0.03798167034983635]], "network.6.bias": [-0.00040388636989519, -0.00023210656945593655, 0.05045328661799431, 0.005131187383085489, -0.007913236506283283], "network.8.weight": [[0.07695262134075165, -0.008633422665297985, 0.006290087942034006, 0.02949601039290428, 0.06739503145217896], [0.07011120766401291, 0.07213237881660461, -0.027836887165904045, 0.07495731115341187, -0.010043826885521412], [0.02351086586713791, 0.07905834913253784, -0.007022614125162363, 0.021964536979794502, 0.07002116739749908], [0.08345538377761841, 0.03445950523018837, 0.002757841954007745, 0.013867986388504505, 0.06325335055589676], [0.015427730046212673, 0.07433260232210159, -0.020910419523715973, 0.09188594669103622, 0.05019088461995125]], "network.8.bias": [0.023475652560591698, 0.0017503893468528986, -0.018617628142237663, -0.008815928362309933, -0.0012861972209066153]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[-0.959456, 0.344421, -0.044933, 0.729205, -0.250886], [0.514369, 0.41877, -0.127759, 0.561803, -0.237688], [-0.734904, 0.243349, 0.397712, -0.057669, 0.735327], [0.476782, 0.17475, 0.201288, -0.219725, -0.046129], [0.736748, 0.314511, -0.086197, 0.05946, -0.043971]], "network.0.bias": [-0.027502, -0.228322, 0.35631, 0.367817, 0.123801], "network.2.weight": [[0.867966, -0.317962, 0.676318, 0.296628, -0.329407], [0.391909, -0.120558, 0.290199, 0.1273, -0.280223], [0.56748, -0.463919, 0.646692, 0.266338, -0.153228], [0.489266, 0.438672, -0.307773, 0.126646, 0.794275], [1.184238, 0.094696, 0.602512, 0.06398, -0.672742]], "network.2.bias": [0.015829, -0.021031, -0.044021, 0.208449, 0.045088], "network.4.weight": [[0.003797, -0.259516, -0.708322, -0.231751, -0.11502], [0.826238, -0.059291, 0.858807, 0.436671, 0.975633], [-0.826035, -0.277226, -0.349984, 0.336424, -0.38322], [-0.212451, 0.226514, -0.375853, -0.276339, -0.105455], [0.731198, 0.546046, 0.687253, -0.258712, 0.279651]], "network.4.bias": [-0.375242, -0.159923, 0.616989, -0.274294, 0.355496], "network.6.weight": [[0.638984, -0.635013, -0.006924, 0.536759, 0.326035], [-1.122006, -0.292454, 0.740674, -0.937062, -1.082264], [-0.488122, 0.836092, -0.079254, -0.476329, 0.848505], [0.072316, 0.391244, -0.427439, -0.037286, 0.340213], [0.399319, 0.951306, -0.528366, -0.061032, 0.539203]], "network.6.bias": [-0.612346, 0.29213, -0.1102, -0.326791, 0.019497], "network.8.weight": [[-0.262656, 0.106571, -0.049259, -0.556292, -0.62046], [0.450712, -0.934257, 0.721366, 0.48623, 0.592595], [-1.320687, 0.648265, -0.423543, -0.842309, -0.740059], [0.660667, 0.066929, 1.092953, 0.446083, 0.288779], [0.176058, -0.212176, -0.282216, 0.521587, -0.192108]], "network.8.bias": [0.487202, 0.122868, 0.553465, -0.228273, -0.287583], "network.10.weight": [[0.261829, -0.475677, 0.883169, -0.319367, -0.70454], [-0.705159, 0.000295, -0.323716, 0.539654, 0.884623], [-0.507512, -0.851434, -0.445093, 0.041591, 0.623148], [0.261333, -0.379068, 0.899386, -0.662178, -0.004658], [-0.51277, 0.802905, -0.928067, 0.654799, 0.002939]], "network.10.bias": [0.283483, -0.486933, -0.648576, 0.566303, -0.059407], "network.12.weight": [[0.289354, -0.670592, -0.747615, 0.470861, -0.685954]], "network.12.bias": [0.62929]}
|
{"alternating": {"accuracy": 0.8328571428571429, "precision": 0.0410958904109589, "recall": 0.06, "f1": 0.04878048780487805, "tp": 6, "fp": 140, "fn": 94, "tn": 1160, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.83, "precision": 0.0273972602739726, "recall": 0.04, "f1": 0.03252032520325203, "tp": 4, "fp": 142, "fn": 96, "tn": 1158, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.8585714285714285, "precision": 0.1643835616438356, "recall": 0.24, "f1": 0.1951219512195122, "tp": 24, "fp": 122, "fn": 76, "tn": 1178, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8271428571428572, "precision": 0.0136986301369863, "recall": 0.02, "f1": 0.016260162601626015, "tp": 2, "fp": 144, "fn": 98, "tn": 1156, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.8913333333333333, "precision": 0.3624454148471616, "recall": 0.83, "f1": 0.5045592705167173, "tp": 83, "fp": 146, "fn": 17, "tn": 1254, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.8242857142857143, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 146, "fn": 100, "tn": 1154, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.8285714285714286, "precision": 0.02054794520547945, "recall": 0.03, "f1": 0.024390243902439025, "tp": 3, "fp": 143, "fn": 97, "tn": 1157, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.835809523809524, "macro_precision": 0.058178586383407824, "macro_recall": 0.10642857142857143, "macro_f1": 0.07436747402645542, "micro_accuracy": 0.8360913705583757, "micro_precision": 0.07005171603196991, "micro_recall": 0.10642857142857143, "micro_f1": 0.08449106889707968}}
|
{"network.0.weight": [[-0.29683947563171387, -0.14366720616817474, -0.025355162099003792, 0.20655837655067444, 0.14796075224876404], [-0.06197342649102211, 0.015045433305203915, 0.06454697996377945, -0.2729632258415222, -0.1381182223558426], [0.21562018990516663, 0.14030998945236206, 0.0025291761849075556, -0.047747835516929626, 0.013645215891301632], [-0.23487423360347748, -0.12516652047634125, -0.034989189356565475, 0.21157236397266388, 0.12539957463741302], [-0.031046589836478233, 0.0085825240239501, 0.02573816291987896, -0.2670016884803772, -0.1224745512008667]], "network.0.bias": [0.0031497275922447443, -0.03630320355296135, 0.04317038133740425, -0.003804711392149329, -0.0410853810608387], "network.10.weight": [[0.2740013003349304, 0.1085214838385582, -0.022059721872210503, -0.005480010993778706, 0.007603994570672512], [-0.22653669118881226, -0.13107576966285706, -0.03482530638575554, 0.20107531547546387, 0.10899246484041214], [0.0025590797886252403, 0.01717250421643257, 0.07657350599765778, -0.07424788177013397, -0.11779991537332535], [0.010792270302772522, 0.09675978869199753, 0.002907948801293969, -0.022392097860574722, -0.012616933323442936], [-0.03753720596432686, -0.1091894656419754, -0.03484204038977623, -0.004059105645865202, 0.10170312970876694]], "network.10.bias": [0.023563465103507042, -0.020780770108103752, -0.052457887679338455, 0.1626233607530594, -0.0043753064237535], "network.12.weight": [[-0.027417270466685295, -0.03779703378677368, 0.16769975423812866, -0.03131171688437462, -0.12747853994369507]], "network.12.bias": [-0.05325208231806755], "network.2.weight": [[-0.011948749423027039, 0.06563081592321396, -0.003794071963056922, -0.04663645848631859, -0.012401320971548557], [-0.0563213936984539, -0.06986743211746216, -0.06953122466802597, 0.0338982492685318, 0.059494368731975555], [-0.07265035808086395, -0.06466894596815109, 0.25469082593917847, -0.0494910404086113, -0.08530449122190475], [0.0071556721813976765, 0.05116571485996246, 0.016378013417124748, -0.07562828063964844, -0.018794413655996323], [-0.0707131028175354, -0.04629429057240486, -0.06035718694329262, 0.06681150943040848, 0.012812106870114803]], "network.2.bias": [0.20847289264202118, 0.015892403200268745, -0.07357379049062729, 0.2648228406906128, 0.03118699975311756], "network.4.weight": [[-0.07689548283815384, -0.0007270807400345802, 0.25535035133361816, -0.04439288005232811, -0.06803587079048157], [0.08797568827867508, 0.014697986654937267, 0.023909403011202812, -0.07254557311534882, -0.0012898007407784462], [-0.06343584507703781, -0.033449869602918625, -0.035785872489213943, 0.11173728853464127, 0.004210773389786482], [-0.04386599734425545, 0.027013063430786133, 0.15185770392417908, -0.10760395973920822, 0.017033560201525688], [0.18460683524608612, -0.04446771368384361, 0.02931288443505764, -0.05473003536462784, 0.04494116082787514]], "network.4.bias": [-0.07378311455249786, 0.19681695103645325, 0.0034079609904438257, -0.017191937193274498, 0.09811490774154663], "network.6.weight": [[-0.08613058179616928, -0.0026915050111711025, -0.002000075299292803, 0.1380147486925125, -0.027878766879439354], [-0.047694262117147446, 0.057520173490047455, 0.07799232751131058, -0.08406082540750504, 0.012832457199692726], [0.13716480135917664, -0.007695515174418688, -0.0006574110011570156, -0.03282513841986656, 0.051596011966466904], [-0.07379850745201111, 0.012736039236187935, -0.00015259397332556546, 0.11694275587797165, 0.0009505556081421673], [-0.031646426767110825, 0.03031282126903534, 0.061572592705488205, -0.08660398423671722, 0.03692832589149475]], "network.6.bias": [-7.962592644616961e-05, -0.009929320774972439, 0.06927564740180969, -0.002520432462915778, -0.014776722528040409], "network.8.weight": [[0.12524741888046265, -0.00316523271612823, 0.01869315095245838, -0.048027053475379944, 0.04491541162133217], [-0.07858142256736755, 0.06429170072078705, -0.028525520116090775, 0.12191766500473022, 0.0014728077221661806], [-0.061727095395326614, 0.05217456445097923, 0.0103214206174016, -0.07708575576543808, 0.06660136580467224], [0.11788181960582733, 0.03382042795419693, 0.02056843414902687, -0.058555521070957184, 0.02794639766216278], [-0.07393736392259598, 0.07434798777103424, -0.028715582564473152, 0.11785023659467697, 0.04581460356712341]], "network.8.bias": [0.039567332714796066, 0.026125287637114525, -0.026907185092568398, 0.011410859413444996, 0.013830341398715973]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.665248, -0.105271, -0.01599, -0.060205, 1.107916], [-0.314673, 0.285387, 0.422445, 0.210246, -0.178117], [0.778435, -0.037284, -0.377319, -0.300397, 0.792142], [-0.469663, -0.045412, 0.102266, 0.105356, 1.189231], [0.589553, 0.015006, -0.367705, -0.655677, 0.27365]], "network.0.bias": [0.40525, 0.149096, -0.285304, -0.133952, -0.326919], "network.2.weight": [[0.675558, -0.304733, 0.314072, 0.526576, 0.257876], [0.852655, -0.084841, 0.560077, 0.856387, -0.287249], [0.498268, -0.517111, 0.100809, -0.069894, 0.174068], [0.091349, 0.245669, -0.431926, -0.677172, -0.418193], [-0.464391, 0.078339, -0.103962, -0.074608, 0.089577]], "network.2.bias": [-0.214663, -0.179278, -0.197443, 0.528272, -0.246613], "network.4.weight": [[0.401977, 0.419536, 0.499473, -0.358177, -0.473583], [0.146978, 0.737916, 0.326451, -0.287887, 0.145042], [0.312065, 0.749802, 0.056621, -0.549675, -0.313709], [0.072579, 0.414375, 0.104034, -0.667719, 0.210733], [0.699584, 0.397451, 0.878306, 0.020277, -0.124509]], "network.4.bias": [-0.40015, -0.408631, -0.230517, -0.128155, 0.428058], "network.6.weight": [[0.487234, 0.669978, 0.791216, 0.355131, 0.05631], [0.847801, 0.547559, 0.862284, 0.365983, 0.23071], [0.093104, -0.307388, -0.169073, -0.004174, -0.052832], [-0.061247, -0.274071, -0.331833, -0.05028, 0.580596], [-0.346983, 0.218474, -0.199897, -0.232334, -0.328209]], "network.6.bias": [-0.307067, -0.367222, 0.473354, 1.034495, -0.18156], "network.8.weight": [[-0.549265, -0.642824, 0.624953, 0.883703, -0.280042]], "network.8.bias": [0.424533]}
|
{"alternating": {"accuracy": 0.7971428571428572, "precision": 0.17142857142857143, "recall": 0.48, "f1": 0.2526315789473684, "tp": 48, "fp": 232, "fn": 52, "tn": 1068, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7457142857142857, "precision": 0.04285714285714286, "recall": 0.12, "f1": 0.0631578947368421, "tp": 12, "fp": 268, "fn": 88, "tn": 1032, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7314285714285714, "precision": 0.007142857142857143, "recall": 0.02, "f1": 0.010526315789473686, "tp": 2, "fp": 278, "fn": 98, "tn": 1022, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8133333333333334, "precision": 0.2631578947368421, "recall": 1.0, "f1": 0.4166666666666667, "tp": 100, "fp": 280, "fn": 0, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.8085714285714286, "precision": 0.2, "recall": 0.56, "f1": 0.2947368421052632, "tp": 56, "fp": 224, "fn": 44, "tn": 1076, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.7685714285714286, "precision": 0.1, "recall": 0.28, "f1": 0.1473684210526316, "tp": 28, "fp": 252, "fn": 72, "tn": 1048, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8457142857142858, "precision": 0.29285714285714287, "recall": 0.82, "f1": 0.43157894736842106, "tp": 82, "fp": 198, "fn": 18, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7371428571428571, "precision": 0.02142857142857143, "recall": 0.06, "f1": 0.03157894736842105, "tp": 6, "fp": 274, "fn": 94, "tn": 1026, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.78, "precision": 0.12857142857142856, "recall": 0.36, "f1": 0.1894736842105263, "tp": 36, "fp": 244, "fn": 64, "tn": 1056, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7621768707482992, "macro_precision": 0.08767454350161116, "macro_recall": 0.2642857142857143, "macro_f1": 0.131265664160401, "micro_accuracy": 0.7624365482233503, "micro_precision": 0.09203980099502487, "micro_recall": 0.2642857142857143, "micro_f1": 0.13653136531365312}}
|
{"network.0.weight": [[-0.027806667611002922, 0.01839875802397728, -0.012517738156020641, 0.09680082648992538, 0.1277047097682953], [0.004335480742156506, -0.014638685621321201, 0.0034379190765321255, -0.0323990099132061, 0.025522712618112564], [0.084660105407238, 0.1232348382472992, 0.036389049142599106, 0.009348134510219097, -0.011558235622942448], [-0.034614626318216324, 0.03494114801287651, 0.0009923106990754604, 0.07859461009502411, 0.11029555648565292], [0.01235759537667036, -0.01074147317558527, -0.014159525744616985, -0.0606108121573925, 0.021792564541101456]], "network.0.bias": [0.04493121802806854, -0.012254479341208935, -0.00520045543089509, 0.025662416592240334, 0.0004949098802171648], "network.2.weight": [[0.08598678559064865, 0.08896765112876892, 0.005420798901468515, 0.03125925734639168, -0.0036498690024018288], [-0.07059706002473831, -0.0016574744367972016, 0.01343971211463213, 0.059856124222278595, 0.0932365208864212], [0.04942736029624939, 0.012284866534173489, 0.00035201519494876266, -0.038536641746759415, 0.02229921519756317], [0.05786152184009552, 0.09320220351219177, 0.019971134141087532, 0.009667466394603252, 0.013605906628072262], [-0.03684495761990547, 0.02849474921822548, 0.03607034310698509, 0.05682002007961273, 0.09833107143640518]], "network.2.bias": [-0.011738727800548077, 0.014058249071240425, 0.008467716164886951, -0.011051083914935589, -0.008192924782633781], "network.4.weight": [[0.005703072063624859, -0.013027609325945377, -0.013395103625953197, -0.04862627014517784, -0.009679865092039108], [0.05403650552034378, 0.08610959351062775, -0.02158505655825138, 0.00847341027110815, 0.0025030365213751793], [-0.04980063810944557, 0.03181759640574455, 0.013214272446930408, 0.06687520444393158, 0.07752932608127594], [0.011664859019219875, -0.06073703616857529, -0.02127012051641941, -0.049386318773031235, 0.014725722372531891], [0.04911283403635025, 0.08408041298389435, -0.026131821796298027, 0.0005318307084962726, -0.03147286921739578]], "network.4.bias": [0.0289470087736845, -0.01430711429566145, -0.03463374450802803, 0.007228461559861898, -0.01303620170801878], "network.6.weight": [[-0.05666663497686386, 0.029680628329515457, 0.004395422991365194, 0.05590466409921646, 0.0681355744600296], [-0.005106949247419834, -0.0348622128367424, -0.007126169744879007, -0.04192941635847092, 0.01223178580403328], [0.10451529175043106, 0.08613630384206772, -0.01265399344265461, -0.030619805678725243, -0.01742994785308838], [-0.061578694730997086, 0.029550012201070786, 0.012462449260056019, 0.08298974484205246, 0.09098630398511887], [-0.018691712990403175, -0.030937135219573975, -0.018013576045632362, -0.09816738963127136, 0.05854905769228935]], "network.6.bias": [-0.02067277394235134, -0.00417290860787034, -0.023033367469906807, -0.01376846618950367, 0.0034186667762696743], "network.8.weight": [[0.10747029632329941, 0.09828049689531326, 0.016676761209964752, -0.03968466818332672, -0.0695645660161972]], "network.8.bias": [-0.02120915986597538]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.665248, -0.105271, -0.01599, -0.060205, 1.107916], [-0.314673, 0.285387, 0.422445, 0.210246, -0.178117], [0.778435, -0.037284, -0.377319, -0.300397, 0.792142], [-0.469663, -0.045412, 0.102266, 0.105356, 1.189231], [0.589553, 0.015006, -0.367705, -0.655677, 0.27365]], "network.0.bias": [0.40525, 0.149096, -0.285304, -0.133952, -0.326919], "network.2.weight": [[0.675558, -0.304733, 0.314072, 0.526576, 0.257876], [0.852655, -0.084841, 0.560077, 0.856387, -0.287249], [0.498268, -0.517111, 0.100809, -0.069894, 0.174068], [0.091349, 0.245669, -0.431926, -0.677172, -0.418193], [-0.464391, 0.078339, -0.103962, -0.074608, 0.089577]], "network.2.bias": [-0.214663, -0.179278, -0.197443, 0.528272, -0.246613], "network.4.weight": [[0.401977, 0.419536, 0.499473, -0.358177, -0.473583], [0.146978, 0.737916, 0.326451, -0.287887, 0.145042], [0.312065, 0.749802, 0.056621, -0.549675, -0.313709], [0.072579, 0.414375, 0.104034, -0.667719, 0.210733], [0.699584, 0.397451, 0.878306, 0.020277, -0.124509]], "network.4.bias": [-0.40015, -0.408631, -0.230517, -0.128155, 0.428058], "network.6.weight": [[0.487234, 0.669978, 0.791216, 0.355131, 0.05631], [0.847801, 0.547559, 0.862284, 0.365983, 0.23071], [0.093104, -0.307388, -0.169073, -0.004174, -0.052832], [-0.061247, -0.274071, -0.331833, -0.05028, 0.580596], [-0.346983, 0.218474, -0.199897, -0.232334, -0.328209]], "network.6.bias": [-0.307067, -0.367222, 0.473354, 1.034495, -0.18156], "network.8.weight": [[-0.549265, -0.642824, 0.624953, 0.883703, -0.280042]], "network.8.bias": [0.424533]}
|
{"alternating": {"accuracy": 0.7971428571428572, "precision": 0.17142857142857143, "recall": 0.48, "f1": 0.2526315789473684, "tp": 48, "fp": 232, "fn": 52, "tn": 1068, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7457142857142857, "precision": 0.04285714285714286, "recall": 0.12, "f1": 0.0631578947368421, "tp": 12, "fp": 268, "fn": 88, "tn": 1032, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7314285714285714, "precision": 0.007142857142857143, "recall": 0.02, "f1": 0.010526315789473686, "tp": 2, "fp": 278, "fn": 98, "tn": 1022, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8133333333333334, "precision": 0.2631578947368421, "recall": 1.0, "f1": 0.4166666666666667, "tp": 100, "fp": 280, "fn": 0, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.8085714285714286, "precision": 0.2, "recall": 0.56, "f1": 0.2947368421052632, "tp": 56, "fp": 224, "fn": 44, "tn": 1076, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.7685714285714286, "precision": 0.1, "recall": 0.28, "f1": 0.1473684210526316, "tp": 28, "fp": 252, "fn": 72, "tn": 1048, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8457142857142858, "precision": 0.29285714285714287, "recall": 0.82, "f1": 0.43157894736842106, "tp": 82, "fp": 198, "fn": 18, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7371428571428571, "precision": 0.02142857142857143, "recall": 0.06, "f1": 0.03157894736842105, "tp": 6, "fp": 274, "fn": 94, "tn": 1026, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.78, "precision": 0.12857142857142856, "recall": 0.36, "f1": 0.1894736842105263, "tp": 36, "fp": 244, "fn": 64, "tn": 1056, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7621768707482992, "macro_precision": 0.08767454350161116, "macro_recall": 0.2642857142857143, "macro_f1": 0.131265664160401, "micro_accuracy": 0.7624365482233503, "micro_precision": 0.09203980099502487, "micro_recall": 0.2642857142857143, "micro_f1": 0.13653136531365312}}
|
{"network.0.weight": [[0.3026101589202881, 0.14853671193122864, 0.03027629666030407, 0.01955607905983925, -0.006652031559497118], [-0.037751417607069016, -0.03795603662729263, 0.014216911979019642, 0.28553175926208496, 0.15045171976089478], [0.010398129001259804, -0.004591007251292467, -0.021186551079154015, -0.03769829496741295, -0.037828393280506134], [0.2669220566749573, 0.1545526683330536, 0.04536597058176994, 0.008340995758771896, -0.012173173017799854], [-0.039018210023641586, -0.03689413517713547, 0.0025943717919290066, 0.23202233016490936, 0.13719236850738525]], "network.0.bias": [-0.017972318455576897, 0.0318538062274456, 0.008896847255527973, -0.026673005893826485, 0.04151352867484093], "network.2.weight": [[-0.0017807555850595236, -0.020503539592027664, -0.042170364409685135, -0.02049286477267742, -0.03167087584733963], [0.1939060240983963, 0.10189612209796906, 0.05389992520213127, -0.006889359559863806, -0.005160768050700426], [-0.001697433297522366, -0.012434505857527256, 0.015323502011597157, 0.15006394684314728, 0.12279060482978821], [0.047976717352867126, 0.005049723666161299, -0.010815782472491264, -0.05668875202536583, -0.02026914805173874], [0.1154402643442154, 0.12216854095458984, 0.09945879876613617, 0.05224408954381943, 0.018307987600564957]], "network.2.bias": [0.004242887254804373, -0.028338545933365822, 0.06380948424339294, 0.007570197340101004, -0.03812575340270996], "network.4.weight": [[-0.06611378490924835, -0.04805319756269455, 0.0024344525299966335, 0.0623033381998539, 0.07500971853733063], [0.03906448930501938, 0.022086065262556076, -0.048972029238939285, -0.06420484185218811, -0.030479662120342255], [0.027959102764725685, 0.11831808090209961, 0.08927099406719208, 0.015128221362829208, 0.03517210856080055], [-0.07352828979492188, -0.10812690109014511, -0.0284163448959589, -0.006982367020100355, 0.09122426062822342], [-0.0014560872223228216, 0.04666343703866005, -0.05730494111776352, -0.0700303241610527, -0.0656941682100296]], "network.4.bias": [0.09752589464187622, -0.0034809433855116367, -0.06036962568759918, 0.09158247709274292, -0.03194287046790123], "network.6.weight": [[-0.046459246426820755, 0.10498311370611191, 0.097487673163414, -0.027535004541277885, 0.04566933959722519], [-0.06989478319883347, -0.07740842550992966, -0.04041047766804695, -0.05771255120635033, 0.06619340181350708], [-0.007403457071632147, 0.05594250187277794, -0.04985257610678673, -0.06576356291770935, -0.0529782697558403], [-0.09933274239301682, 0.07619769871234894, 0.12724725902080536, -0.03220691531896591, 0.0642908439040184], [-0.04522809758782387, -0.07612480968236923, -0.07705780118703842, -0.1706911027431488, 0.1274995058774948]], "network.6.bias": [-0.054216738790273666, 0.09374654293060303, -0.06985516101121902, -0.04241953417658806, 0.11098612844944], "network.8.weight": [[-0.09841378033161163, 0.10891783982515335, -0.04645662009716034, -0.05251852422952652, -0.1090635359287262]], "network.8.bias": [-0.11361648887395859]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.665248, -0.105271, -0.01599, -0.060205, 1.107916], [-0.314673, 0.285387, 0.422445, 0.210246, -0.178117], [0.778435, -0.037284, -0.377319, -0.300397, 0.792142], [-0.469663, -0.045412, 0.102266, 0.105356, 1.189231], [0.589553, 0.015006, -0.367705, -0.655677, 0.27365]], "network.0.bias": [0.40525, 0.149096, -0.285304, -0.133952, -0.326919], "network.2.weight": [[0.675558, -0.304733, 0.314072, 0.526576, 0.257876], [0.852655, -0.084841, 0.560077, 0.856387, -0.287249], [0.498268, -0.517111, 0.100809, -0.069894, 0.174068], [0.091349, 0.245669, -0.431926, -0.677172, -0.418193], [-0.464391, 0.078339, -0.103962, -0.074608, 0.089577]], "network.2.bias": [-0.214663, -0.179278, -0.197443, 0.528272, -0.246613], "network.4.weight": [[0.401977, 0.419536, 0.499473, -0.358177, -0.473583], [0.146978, 0.737916, 0.326451, -0.287887, 0.145042], [0.312065, 0.749802, 0.056621, -0.549675, -0.313709], [0.072579, 0.414375, 0.104034, -0.667719, 0.210733], [0.699584, 0.397451, 0.878306, 0.020277, -0.124509]], "network.4.bias": [-0.40015, -0.408631, -0.230517, -0.128155, 0.428058], "network.6.weight": [[0.487234, 0.669978, 0.791216, 0.355131, 0.05631], [0.847801, 0.547559, 0.862284, 0.365983, 0.23071], [0.093104, -0.307388, -0.169073, -0.004174, -0.052832], [-0.061247, -0.274071, -0.331833, -0.05028, 0.580596], [-0.346983, 0.218474, -0.199897, -0.232334, -0.328209]], "network.6.bias": [-0.307067, -0.367222, 0.473354, 1.034495, -0.18156], "network.8.weight": [[-0.549265, -0.642824, 0.624953, 0.883703, -0.280042]], "network.8.bias": [0.424533]}
|
{"alternating": {"accuracy": 0.7971428571428572, "precision": 0.17142857142857143, "recall": 0.48, "f1": 0.2526315789473684, "tp": 48, "fp": 232, "fn": 52, "tn": 1068, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7457142857142857, "precision": 0.04285714285714286, "recall": 0.12, "f1": 0.0631578947368421, "tp": 12, "fp": 268, "fn": 88, "tn": 1032, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7314285714285714, "precision": 0.007142857142857143, "recall": 0.02, "f1": 0.010526315789473686, "tp": 2, "fp": 278, "fn": 98, "tn": 1022, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8133333333333334, "precision": 0.2631578947368421, "recall": 1.0, "f1": 0.4166666666666667, "tp": 100, "fp": 280, "fn": 0, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.8085714285714286, "precision": 0.2, "recall": 0.56, "f1": 0.2947368421052632, "tp": 56, "fp": 224, "fn": 44, "tn": 1076, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.7685714285714286, "precision": 0.1, "recall": 0.28, "f1": 0.1473684210526316, "tp": 28, "fp": 252, "fn": 72, "tn": 1048, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8457142857142858, "precision": 0.29285714285714287, "recall": 0.82, "f1": 0.43157894736842106, "tp": 82, "fp": 198, "fn": 18, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7371428571428571, "precision": 0.02142857142857143, "recall": 0.06, "f1": 0.03157894736842105, "tp": 6, "fp": 274, "fn": 94, "tn": 1026, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.78, "precision": 0.12857142857142856, "recall": 0.36, "f1": 0.1894736842105263, "tp": 36, "fp": 244, "fn": 64, "tn": 1056, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7621768707482992, "macro_precision": 0.08767454350161116, "macro_recall": 0.2642857142857143, "macro_f1": 0.131265664160401, "micro_accuracy": 0.7624365482233503, "micro_precision": 0.09203980099502487, "micro_recall": 0.2642857142857143, "micro_f1": 0.13653136531365312}}
|
{"network.0.weight": [[-0.048028890043497086, 0.022284474223852158, -0.005204411689192057, 0.19461122155189514, 0.13180305063724518], [-0.04713919758796692, -0.01091706845909357, -0.002472380641847849, -0.041516002267599106, 0.028670471161603928], [0.179558664560318, 0.12875856459140778, 0.10099971294403076, -0.038659024983644485, -0.009293661452829838], [-0.03246467933058739, 0.03830761834979057, 0.0015764362178742886, 0.17166754603385925, 0.11609048396348953], [-0.03360447660088539, -0.008439653553068638, -0.009769695810973644, -0.04653071239590645, 0.026324357837438583]], "network.0.bias": [0.11183463037014008, -0.009284424595534801, -0.0056671747006475925, 0.0854821726679802, 0.000542131660040468], "network.2.weight": [[0.17556685209274292, 0.09175047278404236, 0.059996265918016434, -0.01388778630644083, 0.0001024371013045311], [-0.03817315772175789, 0.012009616941213608, 0.009635997004806995, 0.13726919889450073, 0.08965127915143967], [0.0047276197001338005, 0.017547689378261566, 0.01673888973891735, 0.01721603237092495, 0.038873981684446335], [0.12073532491922379, 0.0814015343785286, 0.06666944921016693, -0.029075181111693382, 0.014807998202741146], [0.02805471606552601, 0.045241739600896835, 0.02627977542579174, 0.11796451359987259, 0.08257009834051132]], "network.2.bias": [-0.003851609770208597, 0.06195959076285362, 0.0007780319429002702, 0.01190475095063448, 0.039176154881715775], "network.4.weight": [[-0.029822716489434242, -0.01061942894011736, 0.013389159925282001, 0.02763192541897297, 0.00426216097548604], [0.10919693857431412, 0.06513411551713943, 0.02548050321638584, -0.0221108365803957, 0.006337559781968594], [0.043810129165649414, 0.04650423303246498, 0.005672318395227194, 0.12064222246408463, 0.04880637302994728], [-0.01883810944855213, -0.05938355252146721, 0.019782869145274162, 0.048864495009183884, 0.030441779643297195], [0.10214059054851532, 0.05485682561993599, 0.020644569769501686, -0.026908298954367638, -0.02782050520181656]], "network.4.bias": [0.017226113006472588, 0.016314959153532982, 0.012718463316559792, -0.005006047431379557, 0.03091411106288433], "network.6.weight": [[0.05627262592315674, 0.053056176751852036, -0.006414549890905619, 0.11525313556194305, 0.0384017638862133], [-0.04031394422054291, -0.03452348709106445, 0.04491300508379936, 0.07216396182775497, 0.02920355647802353], [0.1293533444404602, 0.05804882198572159, 0.019625535234808922, -0.04935339093208313, -0.024111829698085785], [0.05507601052522659, 0.048395395278930664, 0.008129295893013477, 0.10986170917749405, 0.06860671192407608], [-0.04303110018372536, -0.027211815118789673, 0.015560177154839039, 0.03278345987200737, 0.07591211795806885]], "network.6.bias": [0.024665215983986855, 0.0005989497876726091, 0.008823093958199024, 0.01729036308825016, 0.00799176562577486], "network.8.weight": [[0.1255464255809784, 0.06450115889310837, 0.041574832051992416, -0.06773748248815536, -0.07456700503826141]], "network.8.bias": [0.01769641600549221]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.665248, -0.105271, -0.01599, -0.060205, 1.107916], [-0.314673, 0.285387, 0.422445, 0.210246, -0.178117], [0.778435, -0.037284, -0.377319, -0.300397, 0.792142], [-0.469663, -0.045412, 0.102266, 0.105356, 1.189231], [0.589553, 0.015006, -0.367705, -0.655677, 0.27365]], "network.0.bias": [0.40525, 0.149096, -0.285304, -0.133952, -0.326919], "network.2.weight": [[0.675558, -0.304733, 0.314072, 0.526576, 0.257876], [0.852655, -0.084841, 0.560077, 0.856387, -0.287249], [0.498268, -0.517111, 0.100809, -0.069894, 0.174068], [0.091349, 0.245669, -0.431926, -0.677172, -0.418193], [-0.464391, 0.078339, -0.103962, -0.074608, 0.089577]], "network.2.bias": [-0.214663, -0.179278, -0.197443, 0.528272, -0.246613], "network.4.weight": [[0.401977, 0.419536, 0.499473, -0.358177, -0.473583], [0.146978, 0.737916, 0.326451, -0.287887, 0.145042], [0.312065, 0.749802, 0.056621, -0.549675, -0.313709], [0.072579, 0.414375, 0.104034, -0.667719, 0.210733], [0.699584, 0.397451, 0.878306, 0.020277, -0.124509]], "network.4.bias": [-0.40015, -0.408631, -0.230517, -0.128155, 0.428058], "network.6.weight": [[0.487234, 0.669978, 0.791216, 0.355131, 0.05631], [0.847801, 0.547559, 0.862284, 0.365983, 0.23071], [0.093104, -0.307388, -0.169073, -0.004174, -0.052832], [-0.061247, -0.274071, -0.331833, -0.05028, 0.580596], [-0.346983, 0.218474, -0.199897, -0.232334, -0.328209]], "network.6.bias": [-0.307067, -0.367222, 0.473354, 1.034495, -0.18156], "network.8.weight": [[-0.549265, -0.642824, 0.624953, 0.883703, -0.280042]], "network.8.bias": [0.424533]}
|
{"alternating": {"accuracy": 0.7971428571428572, "precision": 0.17142857142857143, "recall": 0.48, "f1": 0.2526315789473684, "tp": 48, "fp": 232, "fn": 52, "tn": 1068, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7457142857142857, "precision": 0.04285714285714286, "recall": 0.12, "f1": 0.0631578947368421, "tp": 12, "fp": 268, "fn": 88, "tn": 1032, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7314285714285714, "precision": 0.007142857142857143, "recall": 0.02, "f1": 0.010526315789473686, "tp": 2, "fp": 278, "fn": 98, "tn": 1022, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8133333333333334, "precision": 0.2631578947368421, "recall": 1.0, "f1": 0.4166666666666667, "tp": 100, "fp": 280, "fn": 0, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.8085714285714286, "precision": 0.2, "recall": 0.56, "f1": 0.2947368421052632, "tp": 56, "fp": 224, "fn": 44, "tn": 1076, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.7685714285714286, "precision": 0.1, "recall": 0.28, "f1": 0.1473684210526316, "tp": 28, "fp": 252, "fn": 72, "tn": 1048, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8457142857142858, "precision": 0.29285714285714287, "recall": 0.82, "f1": 0.43157894736842106, "tp": 82, "fp": 198, "fn": 18, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7371428571428571, "precision": 0.02142857142857143, "recall": 0.06, "f1": 0.03157894736842105, "tp": 6, "fp": 274, "fn": 94, "tn": 1026, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.78, "precision": 0.12857142857142856, "recall": 0.36, "f1": 0.1894736842105263, "tp": 36, "fp": 244, "fn": 64, "tn": 1056, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7621768707482992, "macro_precision": 0.08767454350161116, "macro_recall": 0.2642857142857143, "macro_f1": 0.131265664160401, "micro_accuracy": 0.7624365482233503, "micro_precision": 0.09203980099502487, "micro_recall": 0.2642857142857143, "micro_f1": 0.13653136531365312}}
|
{"network.0.weight": [[0.005004482809454203, 0.01724037155508995, -0.041174549609422684, 0.07359404861927032, 0.13958945870399475], [-0.07743951678276062, -0.024328313767910004, -0.012234623543918133, 0.007081607822328806, 0.02385861799120903], [0.0651676133275032, 0.13486748933792114, 0.027662375941872597, -0.07205840945243835, -0.02079422026872635], [0.01003261934965849, 0.034517187625169754, -0.02819986827671528, 0.062490031123161316, 0.12063293904066086], [-0.067729651927948, -0.019446179270744324, -0.025505365803837776, -0.009739515371620655, 0.026072103530168533]], "network.0.bias": [0.03931978717446327, -0.04218034818768501, -0.01765827275812626, 0.01444518007338047, -0.03080691583454609], "network.2.weight": [[0.06616738438606262, 0.10176970064640045, -0.0073732114396989346, -0.05006355792284012, -0.013052948750555515], [-0.020079081878066063, 0.011927258223295212, -0.01636536605656147, 0.04698340594768524, 0.10084925591945648], [-0.03240968659520149, 0.0055252378806471825, -0.004389385227113962, 0.01892452873289585, 0.04028415307402611], [0.06091027334332466, 0.08860369771718979, -0.0010635682847350836, -0.06075732782483101, -0.0013589495792984962], [0.027673425152897835, 0.04788670316338539, 0.020699767395853996, 0.05901164188981056, 0.08722953498363495]], "network.2.bias": [-0.021602215245366096, -0.006082025822252035, -0.012705686502158642, -0.009604047052562237, -0.030732152983546257], "network.4.weight": [[-0.05726231634616852, -0.02643337845802307, -0.015232759527862072, 0.02089819125831127, 0.01361750066280365], [0.04690250754356384, 0.07012723386287689, -0.04557112976908684, -0.049159638583660126, -0.007906482554972172], [0.028080208227038383, 0.059530626982450485, 0.008188498206436634, 0.03466695174574852, 0.062390293926000595], [-0.04714138060808182, -0.06970445811748505, -0.03314773365855217, 0.02935379184782505, 0.041318219155073166], [0.01851480081677437, 0.05816897377371788, -0.06419165432453156, -0.04617108777165413, -0.0338691845536232]], "network.4.bias": [0.01702090911567211, -0.021014543250203133, -0.06477196514606476, 0.008829337544739246, -0.02885046787559986], "network.6.weight": [[0.01981882005929947, 0.06009666994214058, 0.012162980623543262, 0.015283510088920593, 0.0419214628636837], [-0.050871770828962326, -0.03762888163328171, -0.01872810162603855, 0.02495819889008999, 0.04324065148830414], [0.0672118216753006, 0.043468672782182693, -0.047013211995363235, -0.06148446351289749, -0.012357586063444614], [0.013433756306767464, 0.050546739250421524, 0.038155343383550644, 0.03603147342801094, 0.034832198172807693], [-0.03941982984542847, -0.02765866369009018, -0.023085350170731544, -0.023976454511284828, 0.09266424179077148]], "network.6.bias": [-0.061511166393756866, 0.011055138893425465, -0.023552047088742256, -0.055284131318330765, 0.028225278481841087], "network.8.weight": [[0.05014588683843613, 0.04833171144127846, -0.021049300208687782, -0.07000341266393661, -0.05722394585609436]], "network.8.bias": [0.0016969045391306281]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.665248, -0.105271, -0.01599, -0.060205, 1.107916], [-0.314673, 0.285387, 0.422445, 0.210246, -0.178117], [0.778435, -0.037284, -0.377319, -0.300397, 0.792142], [-0.469663, -0.045412, 0.102266, 0.105356, 1.189231], [0.589553, 0.015006, -0.367705, -0.655677, 0.27365]], "network.0.bias": [0.40525, 0.149096, -0.285304, -0.133952, -0.326919], "network.2.weight": [[0.675558, -0.304733, 0.314072, 0.526576, 0.257876], [0.852655, -0.084841, 0.560077, 0.856387, -0.287249], [0.498268, -0.517111, 0.100809, -0.069894, 0.174068], [0.091349, 0.245669, -0.431926, -0.677172, -0.418193], [-0.464391, 0.078339, -0.103962, -0.074608, 0.089577]], "network.2.bias": [-0.214663, -0.179278, -0.197443, 0.528272, -0.246613], "network.4.weight": [[0.401977, 0.419536, 0.499473, -0.358177, -0.473583], [0.146978, 0.737916, 0.326451, -0.287887, 0.145042], [0.312065, 0.749802, 0.056621, -0.549675, -0.313709], [0.072579, 0.414375, 0.104034, -0.667719, 0.210733], [0.699584, 0.397451, 0.878306, 0.020277, -0.124509]], "network.4.bias": [-0.40015, -0.408631, -0.230517, -0.128155, 0.428058], "network.6.weight": [[0.487234, 0.669978, 0.791216, 0.355131, 0.05631], [0.847801, 0.547559, 0.862284, 0.365983, 0.23071], [0.093104, -0.307388, -0.169073, -0.004174, -0.052832], [-0.061247, -0.274071, -0.331833, -0.05028, 0.580596], [-0.346983, 0.218474, -0.199897, -0.232334, -0.328209]], "network.6.bias": [-0.307067, -0.367222, 0.473354, 1.034495, -0.18156], "network.8.weight": [[-0.549265, -0.642824, 0.624953, 0.883703, -0.280042]], "network.8.bias": [0.424533]}
|
{"alternating": {"accuracy": 0.7971428571428572, "precision": 0.17142857142857143, "recall": 0.48, "f1": 0.2526315789473684, "tp": 48, "fp": 232, "fn": 52, "tn": 1068, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7457142857142857, "precision": 0.04285714285714286, "recall": 0.12, "f1": 0.0631578947368421, "tp": 12, "fp": 268, "fn": 88, "tn": 1032, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7314285714285714, "precision": 0.007142857142857143, "recall": 0.02, "f1": 0.010526315789473686, "tp": 2, "fp": 278, "fn": 98, "tn": 1022, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8133333333333334, "precision": 0.2631578947368421, "recall": 1.0, "f1": 0.4166666666666667, "tp": 100, "fp": 280, "fn": 0, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.8085714285714286, "precision": 0.2, "recall": 0.56, "f1": 0.2947368421052632, "tp": 56, "fp": 224, "fn": 44, "tn": 1076, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.7685714285714286, "precision": 0.1, "recall": 0.28, "f1": 0.1473684210526316, "tp": 28, "fp": 252, "fn": 72, "tn": 1048, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8457142857142858, "precision": 0.29285714285714287, "recall": 0.82, "f1": 0.43157894736842106, "tp": 82, "fp": 198, "fn": 18, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7371428571428571, "precision": 0.02142857142857143, "recall": 0.06, "f1": 0.03157894736842105, "tp": 6, "fp": 274, "fn": 94, "tn": 1026, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.78, "precision": 0.12857142857142856, "recall": 0.36, "f1": 0.1894736842105263, "tp": 36, "fp": 244, "fn": 64, "tn": 1056, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7621768707482992, "macro_precision": 0.08767454350161116, "macro_recall": 0.2642857142857143, "macro_f1": 0.131265664160401, "micro_accuracy": 0.7624365482233503, "micro_precision": 0.09203980099502487, "micro_recall": 0.2642857142857143, "micro_f1": 0.13653136531365312}}
|
{"network.0.weight": [[0.02121034450829029, 0.04483424499630928, -0.008448231033980846, 0.012866590172052383, 0.048089947551488876], [-0.04726819321513176, -0.02081451565027237, 0.04588430002331734, 0.01750590093433857, 0.050055209547281265], [0.006437965203076601, 0.0443861149251461, 0.0002804978867061436, -0.042148590087890625, -0.017152853310108185], [0.012366893701255322, 0.05675487965345383, 0.0019872761331498623, 0.005474150646477938, 0.030402515083551407], [-0.040173474699258804, -0.01563350111246109, 0.026329046115279198, -0.013159600086510181, 0.04024839028716087]], "network.0.bias": [0.010640149936079979, -0.010148274712264538, 0.0362083800137043, -0.009758101776242256, -8.07879405329004e-06], "network.2.weight": [[0.011790189892053604, 0.014013263396918774, -0.031394779682159424, -0.023639926686882973, -0.009342589415609837], [-0.02515464834868908, 0.005781837273389101, 0.012364310212433338, -0.0006857250700704753, 0.026006009429693222], [-0.005170968361198902, 0.012543371878564358, 0.034706879407167435, 0.005072461906820536, 0.02135479636490345], [0.017481299117207527, 0.025193478912115097, -0.020341599360108376, -0.03436083719134331, 0.021150857210159302], [0.00963714998215437, 0.02260006032884121, 0.03240373358130455, 0.023137474432587624, 0.028229933232069016]], "network.2.bias": [0.027929028496146202, -0.025120528414845467, 0.005195436533540487, 0.013640251941978931, -0.04904351755976677], "network.4.weight": [[-0.033375225961208344, -0.0028472179546952248, 0.005284687038511038, 0.002077023033052683, -0.018823308870196342], [0.023954367265105247, 0.017582323402166367, -0.06588778644800186, -0.027386421337723732, 0.014711103402078152], [0.00888784509152174, 0.014910472556948662, 0.011110302992165089, 0.032689157873392105, 0.01129970233887434], [-0.015463822521269321, -0.04652002453804016, -0.01903640665113926, 0.017038190737366676, -0.0046126930974423885], [0.031200051307678223, 0.013929720036685467, -0.07797600328922272, -0.024471862241625786, -0.011380353011190891]], "network.4.bias": [0.02348919026553631, -0.0019185045966878533, -0.0829545184969902, 0.0021227425895631313, -0.017154956236481667], "network.6.weight": [[0.019945261999964714, 0.005316138733178377, 0.0006637698388658464, 0.04013701528310776, 0.00010186742292717099], [-0.02569437213242054, -0.013108336366713047, -0.016101891174912453, 0.029192866757512093, -0.005116227548569441], [0.0852130725979805, 0.01953115686774254, -0.07520852982997894, -0.04301194101572037, 0.005456729792058468], [0.027292238548398018, -0.0008143220329657197, 0.01777973584830761, 0.06421662122011185, 0.00549043295904994], [-0.022076180204749107, -0.013475590385496616, -0.03203333541750908, 0.011989056132733822, 0.04316320642828941]], "network.6.bias": [-0.0797242596745491, -0.003404828254133463, -0.028346309438347816, -0.07902850210666656, 0.0031579709611833096], "network.8.weight": [[0.09312234818935394, 0.02567695826292038, -0.06417408585548401, -0.044685643166303635, -0.04355693608522415]], "network.8.bias": [-0.02962128259241581]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.665248, -0.105271, -0.01599, -0.060205, 1.107916], [-0.314673, 0.285387, 0.422445, 0.210246, -0.178117], [0.778435, -0.037284, -0.377319, -0.300397, 0.792142], [-0.469663, -0.045412, 0.102266, 0.105356, 1.189231], [0.589553, 0.015006, -0.367705, -0.655677, 0.27365]], "network.0.bias": [0.40525, 0.149096, -0.285304, -0.133952, -0.326919], "network.2.weight": [[0.675558, -0.304733, 0.314072, 0.526576, 0.257876], [0.852655, -0.084841, 0.560077, 0.856387, -0.287249], [0.498268, -0.517111, 0.100809, -0.069894, 0.174068], [0.091349, 0.245669, -0.431926, -0.677172, -0.418193], [-0.464391, 0.078339, -0.103962, -0.074608, 0.089577]], "network.2.bias": [-0.214663, -0.179278, -0.197443, 0.528272, -0.246613], "network.4.weight": [[0.401977, 0.419536, 0.499473, -0.358177, -0.473583], [0.146978, 0.737916, 0.326451, -0.287887, 0.145042], [0.312065, 0.749802, 0.056621, -0.549675, -0.313709], [0.072579, 0.414375, 0.104034, -0.667719, 0.210733], [0.699584, 0.397451, 0.878306, 0.020277, -0.124509]], "network.4.bias": [-0.40015, -0.408631, -0.230517, -0.128155, 0.428058], "network.6.weight": [[0.487234, 0.669978, 0.791216, 0.355131, 0.05631], [0.847801, 0.547559, 0.862284, 0.365983, 0.23071], [0.093104, -0.307388, -0.169073, -0.004174, -0.052832], [-0.061247, -0.274071, -0.331833, -0.05028, 0.580596], [-0.346983, 0.218474, -0.199897, -0.232334, -0.328209]], "network.6.bias": [-0.307067, -0.367222, 0.473354, 1.034495, -0.18156], "network.8.weight": [[-0.549265, -0.642824, 0.624953, 0.883703, -0.280042]], "network.8.bias": [0.424533]}
|
{"alternating": {"accuracy": 0.7971428571428572, "precision": 0.17142857142857143, "recall": 0.48, "f1": 0.2526315789473684, "tp": 48, "fp": 232, "fn": 52, "tn": 1068, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7457142857142857, "precision": 0.04285714285714286, "recall": 0.12, "f1": 0.0631578947368421, "tp": 12, "fp": 268, "fn": 88, "tn": 1032, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7314285714285714, "precision": 0.007142857142857143, "recall": 0.02, "f1": 0.010526315789473686, "tp": 2, "fp": 278, "fn": 98, "tn": 1022, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8133333333333334, "precision": 0.2631578947368421, "recall": 1.0, "f1": 0.4166666666666667, "tp": 100, "fp": 280, "fn": 0, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.8085714285714286, "precision": 0.2, "recall": 0.56, "f1": 0.2947368421052632, "tp": 56, "fp": 224, "fn": 44, "tn": 1076, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.7685714285714286, "precision": 0.1, "recall": 0.28, "f1": 0.1473684210526316, "tp": 28, "fp": 252, "fn": 72, "tn": 1048, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8457142857142858, "precision": 0.29285714285714287, "recall": 0.82, "f1": 0.43157894736842106, "tp": 82, "fp": 198, "fn": 18, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7371428571428571, "precision": 0.02142857142857143, "recall": 0.06, "f1": 0.03157894736842105, "tp": 6, "fp": 274, "fn": 94, "tn": 1026, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.78, "precision": 0.12857142857142856, "recall": 0.36, "f1": 0.1894736842105263, "tp": 36, "fp": 244, "fn": 64, "tn": 1056, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7621768707482992, "macro_precision": 0.08767454350161116, "macro_recall": 0.2642857142857143, "macro_f1": 0.131265664160401, "micro_accuracy": 0.7624365482233503, "micro_precision": 0.09203980099502487, "micro_recall": 0.2642857142857143, "micro_f1": 0.13653136531365312}}
|
{"network.0.weight": [[0.10822243988513947, 0.08635488152503967, 0.009201777167618275, 0.0480194054543972, 0.06950461864471436], [-0.05445312336087227, -0.0549478754401207, 0.03277632221579552, 0.10112006962299347, 0.0900377705693245], [0.03902650251984596, 0.06801231950521469, 0.02121771313250065, -0.050340741872787476, -0.05549831688404083], [0.08914700895547867, 0.09464884549379349, 0.02307446114718914, 0.038274575024843216, 0.05609273537993431], [-0.05044270679354668, -0.05719979107379913, 0.019825896248221397, 0.0651475042104721, 0.07490693777799606]], "network.0.bias": [0.028893688693642616, 0.00921767670661211, 0.02644295059144497, 0.013334283605217934, 0.01653154008090496], "network.2.weight": [[0.03735584020614624, 0.04556325450539589, -0.007579838391393423, -0.03659014403820038, -0.04842839390039444], [0.046424634754657745, 0.040456365793943405, 0.02830333821475506, 0.028148170560598373, 0.05854485556483269], [-0.017518946900963783, -0.02804466336965561, 0.034171395003795624, 0.056799691170454025, 0.05762331932783127], [0.04881216958165169, 0.05576145276427269, 0.00778565788641572, -0.04979478195309639, -0.028596602380275726], [0.055751215666532516, 0.05705680325627327, 0.06172087416052818, 0.04354626685380936, 0.06193482503294945]], "network.2.bias": [0.02253442071378231, 0.0001481494982726872, 0.03055006079375744, 0.021721800789237022, -0.02254314534366131], "network.4.weight": [[-0.05015866085886955, -0.057450272142887115, 0.01616196148097515, 0.04420451074838638, 0.010744255036115646], [0.023598145693540573, 0.056610140949487686, -0.04200459644198418, -0.04370875656604767, -0.038106948137283325], [0.05118023231625557, 0.045668791979551315, 0.040570180863142014, 0.010867534205317497, 0.05683724209666252], [-0.04757921025156975, -0.10100909322500229, -0.010787407867610455, 0.05095353722572327, 0.02383340522646904], [-0.010171864181756973, 0.05818348750472069, -0.06239204481244087, -0.040047865360975266, -0.06549573689699173]], "network.4.bias": [0.05282967910170555, 0.00941277015954256, -0.06326963007450104, 0.03723464533686638, -0.007070566061884165], "network.6.weight": [[0.05353730171918869, 0.03504050895571709, 0.03507974371314049, -0.019412023946642876, 0.04696638882160187], [-0.040659304708242416, -0.06565577536821365, -0.00503464275971055, 0.0648188665509224, 0.01766703650355339], [0.02413889952003956, 0.057666245847940445, -0.04617060348391533, -0.05366283655166626, -0.028585828840732574], [0.0674993023276329, 0.01769566908478737, 0.04554979130625725, -0.013396671041846275, 0.04901806637644768], [-0.01940581016242504, -0.04680376872420311, -0.021097851917147636, 0.06060377508401871, 0.0573962964117527]], "network.6.bias": [-0.06990393251180649, 0.013675210066139698, -0.013572457246482372, -0.05989065393805504, 0.01205283123999834], "network.8.weight": [[-0.01477455161511898, 0.07297737896442413, -0.05087079107761383, -0.03289264068007469, -0.05922061204910278]], "network.8.bias": [-0.02220984362065792]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.665248, -0.105271, -0.01599, -0.060205, 1.107916], [-0.314673, 0.285387, 0.422445, 0.210246, -0.178117], [0.778435, -0.037284, -0.377319, -0.300397, 0.792142], [-0.469663, -0.045412, 0.102266, 0.105356, 1.189231], [0.589553, 0.015006, -0.367705, -0.655677, 0.27365]], "network.0.bias": [0.40525, 0.149096, -0.285304, -0.133952, -0.326919], "network.2.weight": [[0.675558, -0.304733, 0.314072, 0.526576, 0.257876], [0.852655, -0.084841, 0.560077, 0.856387, -0.287249], [0.498268, -0.517111, 0.100809, -0.069894, 0.174068], [0.091349, 0.245669, -0.431926, -0.677172, -0.418193], [-0.464391, 0.078339, -0.103962, -0.074608, 0.089577]], "network.2.bias": [-0.214663, -0.179278, -0.197443, 0.528272, -0.246613], "network.4.weight": [[0.401977, 0.419536, 0.499473, -0.358177, -0.473583], [0.146978, 0.737916, 0.326451, -0.287887, 0.145042], [0.312065, 0.749802, 0.056621, -0.549675, -0.313709], [0.072579, 0.414375, 0.104034, -0.667719, 0.210733], [0.699584, 0.397451, 0.878306, 0.020277, -0.124509]], "network.4.bias": [-0.40015, -0.408631, -0.230517, -0.128155, 0.428058], "network.6.weight": [[0.487234, 0.669978, 0.791216, 0.355131, 0.05631], [0.847801, 0.547559, 0.862284, 0.365983, 0.23071], [0.093104, -0.307388, -0.169073, -0.004174, -0.052832], [-0.061247, -0.274071, -0.331833, -0.05028, 0.580596], [-0.346983, 0.218474, -0.199897, -0.232334, -0.328209]], "network.6.bias": [-0.307067, -0.367222, 0.473354, 1.034495, -0.18156], "network.8.weight": [[-0.549265, -0.642824, 0.624953, 0.883703, -0.280042]], "network.8.bias": [0.424533]}
|
{"alternating": {"accuracy": 0.7971428571428572, "precision": 0.17142857142857143, "recall": 0.48, "f1": 0.2526315789473684, "tp": 48, "fp": 232, "fn": 52, "tn": 1068, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7457142857142857, "precision": 0.04285714285714286, "recall": 0.12, "f1": 0.0631578947368421, "tp": 12, "fp": 268, "fn": 88, "tn": 1032, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7314285714285714, "precision": 0.007142857142857143, "recall": 0.02, "f1": 0.010526315789473686, "tp": 2, "fp": 278, "fn": 98, "tn": 1022, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8133333333333334, "precision": 0.2631578947368421, "recall": 1.0, "f1": 0.4166666666666667, "tp": 100, "fp": 280, "fn": 0, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.8085714285714286, "precision": 0.2, "recall": 0.56, "f1": 0.2947368421052632, "tp": 56, "fp": 224, "fn": 44, "tn": 1076, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.7685714285714286, "precision": 0.1, "recall": 0.28, "f1": 0.1473684210526316, "tp": 28, "fp": 252, "fn": 72, "tn": 1048, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8457142857142858, "precision": 0.29285714285714287, "recall": 0.82, "f1": 0.43157894736842106, "tp": 82, "fp": 198, "fn": 18, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7371428571428571, "precision": 0.02142857142857143, "recall": 0.06, "f1": 0.03157894736842105, "tp": 6, "fp": 274, "fn": 94, "tn": 1026, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.78, "precision": 0.12857142857142856, "recall": 0.36, "f1": 0.1894736842105263, "tp": 36, "fp": 244, "fn": 64, "tn": 1056, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7621768707482992, "macro_precision": 0.08767454350161116, "macro_recall": 0.2642857142857143, "macro_f1": 0.131265664160401, "micro_accuracy": 0.7624365482233503, "micro_precision": 0.09203980099502487, "micro_recall": 0.2642857142857143, "micro_f1": 0.13653136531365312}}
|
{"network.0.weight": [[0.1610923409461975, 0.08359460532665253, -0.007098826114088297, 0.05416415259242058, 0.03161141648888588], [-0.04989558085799217, -0.03040764480829239, -0.0007280209683813155, 0.14816169440746307, 0.0894584059715271], [0.04765878990292549, 0.032278355211019516, 0.0255624670535326, -0.04713544622063637, -0.028610125184059143], [0.13540005683898926, 0.09617098420858383, 0.006274474319070578, 0.04680713266134262, 0.02384529635310173], [-0.04580776020884514, -0.028967075049877167, -0.011896285228431225, 0.10704322904348373, 0.08050240576267242]], "network.0.bias": [0.033172231167554855, -0.007497610989958048, -0.005479129496961832, 0.016849631443619728, 0.001920116599649191], "network.2.weight": [[0.047643326222896576, 0.011210883967578411, -0.0015517750289291143, -0.03069920651614666, -0.022029094398021698], [0.0810735821723938, 0.049365073442459106, 0.014479813165962696, 0.03806835412979126, 0.02340695634484291], [-0.01273368764668703, -0.0030364105477929115, 0.005538379307836294, 0.07476955652236938, 0.07159393280744553], [0.06645121425390244, 0.029681798070669174, 0.017321856692433357, -0.054047923535108566, -0.004176833666861057], [0.06205059587955475, 0.075600765645504, 0.049207430332899094, 0.06738733500242233, 0.04035782441496849]], "network.2.bias": [-0.007431181613355875, 0.008020417764782906, 0.01781146042048931, -0.004547069314867258, -0.010900406166911125], "network.4.weight": [[-0.05897263437509537, -0.032600514590740204, -0.008366691879928112, 0.03408270701766014, 0.03325143828988075], [0.0569298192858696, 0.03991029039025307, -0.025262219831347466, -0.05697759613394737, -0.013654657639563084], [0.015127484686672688, 0.07904286682605743, 0.024681581184267998, 0.0589446946978569, 0.042237844318151474], [-0.06820441037416458, -0.07546316087245941, -0.028095679357647896, 0.000587205053307116, 0.05632270127534866], [0.04590339586138725, 0.05232426896691322, -0.032656554132699966, -0.06581602990627289, -0.040625907480716705]], "network.4.bias": [0.04220234975218773, -0.014088700525462627, -0.036477137356996536, 0.023269889876246452, -0.02386385388672352], "network.6.weight": [[-0.019320048391819, 0.0699286013841629, 0.019314629957079887, 0.0465858168900013, 0.043833255767822266], [-0.07018047571182251, -0.03905383497476578, -0.01934967376291752, -0.013686633668839931, 0.051798854023218155], [0.11178571730852127, 0.07034903019666672, -0.015957435593008995, -0.0884278193116188, -0.007977680303156376], [-0.04223344847559929, 0.05552561208605766, 0.025180382654070854, 0.08056745678186417, 0.07131022959947586], [-0.06054409220814705, -0.024756018072366714, -0.030034342780709267, -0.07282241433858871, 0.09142816811800003]], "network.6.bias": [-0.029607219621539116, -0.0020826184190809727, -0.029427537694573402, -0.017923826351761818, -0.009610298089683056], "network.8.weight": [[0.09947770833969116, 0.09672845900058746, 0.0015288649592548609, -0.08114739507436752, -0.03932398557662964]], "network.8.bias": [-0.026723584160208702]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.665248, -0.105271, -0.01599, -0.060205, 1.107916], [-0.314673, 0.285387, 0.422445, 0.210246, -0.178117], [0.778435, -0.037284, -0.377319, -0.300397, 0.792142], [-0.469663, -0.045412, 0.102266, 0.105356, 1.189231], [0.589553, 0.015006, -0.367705, -0.655677, 0.27365]], "network.0.bias": [0.40525, 0.149096, -0.285304, -0.133952, -0.326919], "network.2.weight": [[0.675558, -0.304733, 0.314072, 0.526576, 0.257876], [0.852655, -0.084841, 0.560077, 0.856387, -0.287249], [0.498268, -0.517111, 0.100809, -0.069894, 0.174068], [0.091349, 0.245669, -0.431926, -0.677172, -0.418193], [-0.464391, 0.078339, -0.103962, -0.074608, 0.089577]], "network.2.bias": [-0.214663, -0.179278, -0.197443, 0.528272, -0.246613], "network.4.weight": [[0.401977, 0.419536, 0.499473, -0.358177, -0.473583], [0.146978, 0.737916, 0.326451, -0.287887, 0.145042], [0.312065, 0.749802, 0.056621, -0.549675, -0.313709], [0.072579, 0.414375, 0.104034, -0.667719, 0.210733], [0.699584, 0.397451, 0.878306, 0.020277, -0.124509]], "network.4.bias": [-0.40015, -0.408631, -0.230517, -0.128155, 0.428058], "network.6.weight": [[0.487234, 0.669978, 0.791216, 0.355131, 0.05631], [0.847801, 0.547559, 0.862284, 0.365983, 0.23071], [0.093104, -0.307388, -0.169073, -0.004174, -0.052832], [-0.061247, -0.274071, -0.331833, -0.05028, 0.580596], [-0.346983, 0.218474, -0.199897, -0.232334, -0.328209]], "network.6.bias": [-0.307067, -0.367222, 0.473354, 1.034495, -0.18156], "network.8.weight": [[-0.549265, -0.642824, 0.624953, 0.883703, -0.280042]], "network.8.bias": [0.424533]}
|
{"alternating": {"accuracy": 0.7971428571428572, "precision": 0.17142857142857143, "recall": 0.48, "f1": 0.2526315789473684, "tp": 48, "fp": 232, "fn": 52, "tn": 1068, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7457142857142857, "precision": 0.04285714285714286, "recall": 0.12, "f1": 0.0631578947368421, "tp": 12, "fp": 268, "fn": 88, "tn": 1032, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7314285714285714, "precision": 0.007142857142857143, "recall": 0.02, "f1": 0.010526315789473686, "tp": 2, "fp": 278, "fn": 98, "tn": 1022, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8133333333333334, "precision": 0.2631578947368421, "recall": 1.0, "f1": 0.4166666666666667, "tp": 100, "fp": 280, "fn": 0, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.8085714285714286, "precision": 0.2, "recall": 0.56, "f1": 0.2947368421052632, "tp": 56, "fp": 224, "fn": 44, "tn": 1076, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.7685714285714286, "precision": 0.1, "recall": 0.28, "f1": 0.1473684210526316, "tp": 28, "fp": 252, "fn": 72, "tn": 1048, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8457142857142858, "precision": 0.29285714285714287, "recall": 0.82, "f1": 0.43157894736842106, "tp": 82, "fp": 198, "fn": 18, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7371428571428571, "precision": 0.02142857142857143, "recall": 0.06, "f1": 0.03157894736842105, "tp": 6, "fp": 274, "fn": 94, "tn": 1026, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.78, "precision": 0.12857142857142856, "recall": 0.36, "f1": 0.1894736842105263, "tp": 36, "fp": 244, "fn": 64, "tn": 1056, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7621768707482992, "macro_precision": 0.08767454350161116, "macro_recall": 0.2642857142857143, "macro_f1": 0.131265664160401, "micro_accuracy": 0.7624365482233503, "micro_precision": 0.09203980099502487, "micro_recall": 0.2642857142857143, "micro_f1": 0.13653136531365312}}
|
{"network.0.weight": [[0.10831990838050842, 0.04655292257666588, -0.019231991842389107, 0.06784407049417496, 0.06669054180383682], [-0.060155946761369705, -0.03576932102441788, -0.016757609322667122, 0.09966403245925903, 0.05389661714434624], [0.06171202287077904, 0.06620296090841293, 0.02845499850809574, -0.057201020419597626, -0.03371366113424301], [0.09243100136518478, 0.06315556913614273, -0.00795550923794508, 0.05866704881191254, 0.05649959668517113], [-0.05440599471330643, -0.03353946655988693, -0.029101574793457985, 0.0645165890455246, 0.050593357533216476]], "network.0.bias": [0.0370047464966774, -0.020789744332432747, -0.022043103352189064, 0.018293077126145363, -0.01310016494244337], "network.2.weight": [[0.061350323259830475, 0.04309504106640816, -0.00024901487631723285, -0.039015043526887894, -0.025593720376491547], [0.04347209259867668, 0.026729945093393326, 0.0006032562232576311, 0.04780338332056999, 0.050854187458753586], [-0.021023185923695564, -0.007662319578230381, -0.008898879401385784, 0.05300624668598175, 0.052564043551683426], [0.07103269547224045, 0.05163062736392021, 0.0147868562489748, -0.05977302044630051, -0.012425229884684086], [0.04646768793463707, 0.05830712616443634, 0.036302875727415085, 0.07037260383367538, 0.060365598648786545]], "network.2.bias": [-0.02493886835873127, 0.007114438805729151, 0.004730952437967062, -0.014148804359138012, -0.014756379649043083], "network.4.weight": [[-0.0627964586019516, -0.03846588730812073, -0.01813126541674137, 0.022854866459965706, 0.019015174359083176], [0.059683218598365784, 0.05678825452923775, -0.028631826862692833, -0.060283806174993515, -0.018822647631168365], [0.009773909114301205, 0.06714427471160889, 0.013452720828354359, 0.05527181178331375, 0.05791816487908363], [-0.07064898312091827, -0.07859160751104355, -0.03976167365908623, -0.0032275612466037273, 0.044659100472927094], [0.0383552648127079, 0.06582861393690109, -0.03740883991122246, -0.0693989023566246, -0.04478221386671066]], "network.4.bias": [0.030193297192454338, -0.024881774559617043, -0.03984565660357475, 0.015621480531990528, -0.03594447299838066], "network.6.weight": [[-0.02355550415813923, 0.06044629216194153, 0.014981386251747608, 0.03420655056834221, 0.057046499103307724], [-0.07563360035419464, -0.04602812975645065, -0.0307310838252306, -0.019434431567788124, 0.0381481908261776], [0.08917634934186935, 0.06755078583955765, -0.02335244230926037, -0.08757904917001724, -0.016554459929466248], [-0.052996281534433365, 0.03902082517743111, 0.043154072016477585, 0.04355151951313019, 0.0674334242939949], [-0.06143558397889137, -0.044876955449581146, -0.05121658369898796, -0.07665358483791351, 0.0929432064294815]], "network.6.bias": [-0.03114628605544567, 0.0018751746974885464, -0.03942609205842018, -0.022087177261710167, -0.004661979619413614], "network.8.weight": [[0.08868351578712463, 0.09294299781322479, 0.002080717356875539, -0.09612157940864563, -0.05050139129161835]], "network.8.bias": [-0.015660325065255165]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.665248, -0.105271, -0.01599, -0.060205, 1.107916], [-0.314673, 0.285387, 0.422445, 0.210246, -0.178117], [0.778435, -0.037284, -0.377319, -0.300397, 0.792142], [-0.469663, -0.045412, 0.102266, 0.105356, 1.189231], [0.589553, 0.015006, -0.367705, -0.655677, 0.27365]], "network.0.bias": [0.40525, 0.149096, -0.285304, -0.133952, -0.326919], "network.2.weight": [[0.675558, -0.304733, 0.314072, 0.526576, 0.257876], [0.852655, -0.084841, 0.560077, 0.856387, -0.287249], [0.498268, -0.517111, 0.100809, -0.069894, 0.174068], [0.091349, 0.245669, -0.431926, -0.677172, -0.418193], [-0.464391, 0.078339, -0.103962, -0.074608, 0.089577]], "network.2.bias": [-0.214663, -0.179278, -0.197443, 0.528272, -0.246613], "network.4.weight": [[0.401977, 0.419536, 0.499473, -0.358177, -0.473583], [0.146978, 0.737916, 0.326451, -0.287887, 0.145042], [0.312065, 0.749802, 0.056621, -0.549675, -0.313709], [0.072579, 0.414375, 0.104034, -0.667719, 0.210733], [0.699584, 0.397451, 0.878306, 0.020277, -0.124509]], "network.4.bias": [-0.40015, -0.408631, -0.230517, -0.128155, 0.428058], "network.6.weight": [[0.487234, 0.669978, 0.791216, 0.355131, 0.05631], [0.847801, 0.547559, 0.862284, 0.365983, 0.23071], [0.093104, -0.307388, -0.169073, -0.004174, -0.052832], [-0.061247, -0.274071, -0.331833, -0.05028, 0.580596], [-0.346983, 0.218474, -0.199897, -0.232334, -0.328209]], "network.6.bias": [-0.307067, -0.367222, 0.473354, 1.034495, -0.18156], "network.8.weight": [[-0.549265, -0.642824, 0.624953, 0.883703, -0.280042]], "network.8.bias": [0.424533]}
|
{"alternating": {"accuracy": 0.7971428571428572, "precision": 0.17142857142857143, "recall": 0.48, "f1": 0.2526315789473684, "tp": 48, "fp": 232, "fn": 52, "tn": 1068, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7457142857142857, "precision": 0.04285714285714286, "recall": 0.12, "f1": 0.0631578947368421, "tp": 12, "fp": 268, "fn": 88, "tn": 1032, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7314285714285714, "precision": 0.007142857142857143, "recall": 0.02, "f1": 0.010526315789473686, "tp": 2, "fp": 278, "fn": 98, "tn": 1022, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8133333333333334, "precision": 0.2631578947368421, "recall": 1.0, "f1": 0.4166666666666667, "tp": 100, "fp": 280, "fn": 0, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.8085714285714286, "precision": 0.2, "recall": 0.56, "f1": 0.2947368421052632, "tp": 56, "fp": 224, "fn": 44, "tn": 1076, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.7685714285714286, "precision": 0.1, "recall": 0.28, "f1": 0.1473684210526316, "tp": 28, "fp": 252, "fn": 72, "tn": 1048, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8457142857142858, "precision": 0.29285714285714287, "recall": 0.82, "f1": 0.43157894736842106, "tp": 82, "fp": 198, "fn": 18, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7371428571428571, "precision": 0.02142857142857143, "recall": 0.06, "f1": 0.03157894736842105, "tp": 6, "fp": 274, "fn": 94, "tn": 1026, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.78, "precision": 0.12857142857142856, "recall": 0.36, "f1": 0.1894736842105263, "tp": 36, "fp": 244, "fn": 64, "tn": 1056, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7621768707482992, "macro_precision": 0.08767454350161116, "macro_recall": 0.2642857142857143, "macro_f1": 0.131265664160401, "micro_accuracy": 0.7624365482233503, "micro_precision": 0.09203980099502487, "micro_recall": 0.2642857142857143, "micro_f1": 0.13653136531365312}}
|
{"network.0.weight": [[-0.003992465790361166, 0.03296702727675438, -0.032050807029008865, 0.07587612420320511, 0.14479508996009827], [-0.052156224846839905, -0.03243475407361984, -0.003721157554537058, -0.003972602542489767, 0.04036542400717735], [0.06590398401021957, 0.13962388038635254, 0.024601565673947334, -0.0470089353621006, -0.028428785502910614], [-0.0030353418551385403, 0.051333021372556686, -0.01828417368233204, 0.06246637552976608, 0.1252630650997162], [-0.04344819858670235, -0.02738860994577408, -0.01640773005783558, -0.02291046641767025, 0.04148620739579201]], "network.0.bias": [0.036168936640024185, -0.0322563536465168, -0.009428131394088268, 0.011657746508717537, -0.020136969164013863], "network.2.weight": [[0.065481036901474, 0.10510159283876419, -0.009806869551539421, -0.026150481775403023, -0.021621741354465485], [-0.034440334886312485, 0.024627096951007843, -0.007305028382688761, 0.0470857173204422, 0.10556377470493317], [-0.00965243298560381, -0.003205486573278904, 0.004291710909456015, 0.0035477490164339542, 0.050463005900382996], [0.05621444433927536, 0.09549164772033691, -0.002802742412313819, -0.039504650980234146, -0.005179085768759251], [0.01171449851244688, 0.05755450949072838, 0.025256050750613213, 0.052690017968416214, 0.09480129182338715]], "network.2.bias": [-0.011654469184577465, -0.006212351378053427, -0.0065312557853758335, -0.0029120841063559055, -0.03302745521068573], "network.4.weight": [[-0.03742436692118645, -0.030024565756320953, -0.0070841931737959385, 0.005265595857053995, 0.021816078573465347], [0.039317891001701355, 0.07834494113922119, -0.048217955976724625, -0.030033772811293602, -0.011962548829615116], [0.011421442963182926, 0.0650813952088356, 0.009192106314003468, 0.03465256467461586, 0.07038642466068268], [-0.028228729963302612, -0.07531555742025375, -0.018530825152993202, 0.013152542524039745, 0.047630880028009415], [0.017874248325824738, 0.06776978075504303, -0.0629083663225174, -0.029356149956583977, -0.04039154201745987]], "network.4.bias": [0.020713163539767265, -0.011100227944552898, -0.0656820684671402, 0.006923404987901449, -0.012070569209754467], "network.6.weight": [[0.00537263834849, 0.06465896964073181, 0.0075043267570436, 0.01773197390139103, 0.051224976778030396], [-0.03488378971815109, -0.04291495680809021, -0.0007794448756612837, 0.01756983809173107, 0.04528098925948143], [0.0680663213133812, 0.05923612043261528, -0.04227130115032196, -0.04821157827973366, -0.01982196420431137], [0.00551912235096097, 0.05789298191666603, 0.023288635537028313, 0.04810168221592903, 0.05709046870470047], [-0.03368550166487694, -0.028825946152210236, -0.005090693477541208, -0.02593681402504444, 0.08617814630270004]], "network.6.bias": [-0.0609692744910717, 0.0047687566839158535, -0.01526456605643034, -0.04607151076197624, 0.018097219988703728], "network.8.weight": [[0.051788803189992905, 0.06616783142089844, -0.01912674494087696, -0.05754384770989418, -0.0634845569729805]], "network.8.bias": [0.005000395234674215]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.665248, -0.105271, -0.01599, -0.060205, 1.107916], [-0.314673, 0.285387, 0.422445, 0.210246, -0.178117], [0.778435, -0.037284, -0.377319, -0.300397, 0.792142], [-0.469663, -0.045412, 0.102266, 0.105356, 1.189231], [0.589553, 0.015006, -0.367705, -0.655677, 0.27365]], "network.0.bias": [0.40525, 0.149096, -0.285304, -0.133952, -0.326919], "network.2.weight": [[0.675558, -0.304733, 0.314072, 0.526576, 0.257876], [0.852655, -0.084841, 0.560077, 0.856387, -0.287249], [0.498268, -0.517111, 0.100809, -0.069894, 0.174068], [0.091349, 0.245669, -0.431926, -0.677172, -0.418193], [-0.464391, 0.078339, -0.103962, -0.074608, 0.089577]], "network.2.bias": [-0.214663, -0.179278, -0.197443, 0.528272, -0.246613], "network.4.weight": [[0.401977, 0.419536, 0.499473, -0.358177, -0.473583], [0.146978, 0.737916, 0.326451, -0.287887, 0.145042], [0.312065, 0.749802, 0.056621, -0.549675, -0.313709], [0.072579, 0.414375, 0.104034, -0.667719, 0.210733], [0.699584, 0.397451, 0.878306, 0.020277, -0.124509]], "network.4.bias": [-0.40015, -0.408631, -0.230517, -0.128155, 0.428058], "network.6.weight": [[0.487234, 0.669978, 0.791216, 0.355131, 0.05631], [0.847801, 0.547559, 0.862284, 0.365983, 0.23071], [0.093104, -0.307388, -0.169073, -0.004174, -0.052832], [-0.061247, -0.274071, -0.331833, -0.05028, 0.580596], [-0.346983, 0.218474, -0.199897, -0.232334, -0.328209]], "network.6.bias": [-0.307067, -0.367222, 0.473354, 1.034495, -0.18156], "network.8.weight": [[-0.549265, -0.642824, 0.624953, 0.883703, -0.280042]], "network.8.bias": [0.424533]}
|
{"alternating": {"accuracy": 0.7971428571428572, "precision": 0.17142857142857143, "recall": 0.48, "f1": 0.2526315789473684, "tp": 48, "fp": 232, "fn": 52, "tn": 1068, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7457142857142857, "precision": 0.04285714285714286, "recall": 0.12, "f1": 0.0631578947368421, "tp": 12, "fp": 268, "fn": 88, "tn": 1032, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7314285714285714, "precision": 0.007142857142857143, "recall": 0.02, "f1": 0.010526315789473686, "tp": 2, "fp": 278, "fn": 98, "tn": 1022, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8133333333333334, "precision": 0.2631578947368421, "recall": 1.0, "f1": 0.4166666666666667, "tp": 100, "fp": 280, "fn": 0, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.8085714285714286, "precision": 0.2, "recall": 0.56, "f1": 0.2947368421052632, "tp": 56, "fp": 224, "fn": 44, "tn": 1076, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.7685714285714286, "precision": 0.1, "recall": 0.28, "f1": 0.1473684210526316, "tp": 28, "fp": 252, "fn": 72, "tn": 1048, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8457142857142858, "precision": 0.29285714285714287, "recall": 0.82, "f1": 0.43157894736842106, "tp": 82, "fp": 198, "fn": 18, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7371428571428571, "precision": 0.02142857142857143, "recall": 0.06, "f1": 0.03157894736842105, "tp": 6, "fp": 274, "fn": 94, "tn": 1026, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.78, "precision": 0.12857142857142856, "recall": 0.36, "f1": 0.1894736842105263, "tp": 36, "fp": 244, "fn": 64, "tn": 1056, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7621768707482992, "macro_precision": 0.08767454350161116, "macro_recall": 0.2642857142857143, "macro_f1": 0.131265664160401, "micro_accuracy": 0.7624365482233503, "micro_precision": 0.09203980099502487, "micro_recall": 0.2642857142857143, "micro_f1": 0.13653136531365312}}
|
{"network.0.weight": [[0.2096208781003952, 0.13394463062286377, 0.02953450195491314, 0.0413285568356514, 0.03094075247645378], [-0.052184153348207474, -0.06734757870435715, 0.06872213631868362, 0.19925789535045624, 0.13431331515312195], [0.029889166355133057, 0.031708087772130966, 0.0034983179066330194, -0.05015408992767334, -0.07258864492177963], [0.17927803099155426, 0.13257648050785065, 0.04545139893889427, 0.028898388147354126, 0.023009199649095535], [-0.05356254801154137, -0.0748431608080864, 0.0521346740424633, 0.15176139771938324, 0.10847393423318863]], "network.0.bias": [0.00831778533756733, 0.030548302456736565, 0.061006005853414536, -0.0012426355388015509, 0.03816718980669975], "network.2.weight": [[0.0219271257519722, 0.018353816121816635, -0.02182517759501934, -0.03791273385286331, -0.06508856266736984], [0.12593145668506622, 0.0679117813706398, 0.05199411138892174, 0.009800005704164505, 0.035912130028009415], [-0.017815912142395973, -0.04346885532140732, 0.06097661703824997, 0.10533402860164642, 0.08190812915563583], [0.04276451840996742, 0.03615953400731087, 0.005569892469793558, -0.05967017635703087, -0.04828169196844101], [0.09055966138839722, 0.07452687621116638, 0.0914321094751358, 0.03669183701276779, 0.045456867665052414]], "network.2.bias": [0.05117093771696091, -0.012051431462168694, 0.05978771671652794, 0.049722377210855484, -0.023017002269625664], "network.4.weight": [[-0.06406161189079285, -0.07550740242004395, 0.0415436215698719, 0.06421110033988953, 0.022566482424736023], [0.016463493928313255, 0.044553857296705246, -0.041861873120069504, -0.05871746316552162, -0.05551829934120178], [0.06208789721131325, 0.05073930695652962, 0.07671718299388885, -0.01863541454076767, 0.05753037706017494], [-0.059956278651952744, -0.12620767951011658, -0.007037984672933817, 0.054235849529504776, 0.022683318704366684], [-0.046913888305425644, 0.0609067864716053, -0.06872029602527618, -0.04994898661971092, -0.08476393669843674]], "network.4.bias": [0.08328579366207123, 0.032177433371543884, -0.0667552575469017, 0.07538394629955292, -0.009819249622523785], "network.6.weight": [[0.05047925189137459, 0.0260043703019619, 0.0800752192735672, -0.07994992285966873, 0.0618751160800457], [-0.0450606532394886, -0.09316576272249222, -0.024604832753539085, 0.05105038732290268, -0.015077795833349228], [-0.07580836862325668, 0.05878378823399544, -0.0736098438501358, -0.03839107230305672, -0.06082349270582199], [0.0524570532143116, -0.01180562749505043, 0.10822796821594238, -0.10100854933261871, 0.059545014053583145], [-0.013821651227772236, -0.08142351359128952, -0.057070571929216385, 0.0405946783721447, 0.019579250365495682]], "network.6.bias": [-0.08145026862621307, 0.07816644012928009, -0.049000661820173264, -0.08322080969810486, 0.09622639417648315], "network.8.weight": [[-0.17473506927490234, 0.10645341128110886, -0.10832884907722473, -0.007483527064323425, -0.10852514207363129]], "network.8.bias": [-0.10620982199907303]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.665248, -0.105271, -0.01599, -0.060205, 1.107916], [-0.314673, 0.285387, 0.422445, 0.210246, -0.178117], [0.778435, -0.037284, -0.377319, -0.300397, 0.792142], [-0.469663, -0.045412, 0.102266, 0.105356, 1.189231], [0.589553, 0.015006, -0.367705, -0.655677, 0.27365]], "network.0.bias": [0.40525, 0.149096, -0.285304, -0.133952, -0.326919], "network.2.weight": [[0.675558, -0.304733, 0.314072, 0.526576, 0.257876], [0.852655, -0.084841, 0.560077, 0.856387, -0.287249], [0.498268, -0.517111, 0.100809, -0.069894, 0.174068], [0.091349, 0.245669, -0.431926, -0.677172, -0.418193], [-0.464391, 0.078339, -0.103962, -0.074608, 0.089577]], "network.2.bias": [-0.214663, -0.179278, -0.197443, 0.528272, -0.246613], "network.4.weight": [[0.401977, 0.419536, 0.499473, -0.358177, -0.473583], [0.146978, 0.737916, 0.326451, -0.287887, 0.145042], [0.312065, 0.749802, 0.056621, -0.549675, -0.313709], [0.072579, 0.414375, 0.104034, -0.667719, 0.210733], [0.699584, 0.397451, 0.878306, 0.020277, -0.124509]], "network.4.bias": [-0.40015, -0.408631, -0.230517, -0.128155, 0.428058], "network.6.weight": [[0.487234, 0.669978, 0.791216, 0.355131, 0.05631], [0.847801, 0.547559, 0.862284, 0.365983, 0.23071], [0.093104, -0.307388, -0.169073, -0.004174, -0.052832], [-0.061247, -0.274071, -0.331833, -0.05028, 0.580596], [-0.346983, 0.218474, -0.199897, -0.232334, -0.328209]], "network.6.bias": [-0.307067, -0.367222, 0.473354, 1.034495, -0.18156], "network.8.weight": [[-0.549265, -0.642824, 0.624953, 0.883703, -0.280042]], "network.8.bias": [0.424533]}
|
{"alternating": {"accuracy": 0.7971428571428572, "precision": 0.17142857142857143, "recall": 0.48, "f1": 0.2526315789473684, "tp": 48, "fp": 232, "fn": 52, "tn": 1068, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7457142857142857, "precision": 0.04285714285714286, "recall": 0.12, "f1": 0.0631578947368421, "tp": 12, "fp": 268, "fn": 88, "tn": 1032, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7314285714285714, "precision": 0.007142857142857143, "recall": 0.02, "f1": 0.010526315789473686, "tp": 2, "fp": 278, "fn": 98, "tn": 1022, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8133333333333334, "precision": 0.2631578947368421, "recall": 1.0, "f1": 0.4166666666666667, "tp": 100, "fp": 280, "fn": 0, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.8085714285714286, "precision": 0.2, "recall": 0.56, "f1": 0.2947368421052632, "tp": 56, "fp": 224, "fn": 44, "tn": 1076, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.7685714285714286, "precision": 0.1, "recall": 0.28, "f1": 0.1473684210526316, "tp": 28, "fp": 252, "fn": 72, "tn": 1048, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8457142857142858, "precision": 0.29285714285714287, "recall": 0.82, "f1": 0.43157894736842106, "tp": 82, "fp": 198, "fn": 18, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7371428571428571, "precision": 0.02142857142857143, "recall": 0.06, "f1": 0.03157894736842105, "tp": 6, "fp": 274, "fn": 94, "tn": 1026, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.78, "precision": 0.12857142857142856, "recall": 0.36, "f1": 0.1894736842105263, "tp": 36, "fp": 244, "fn": 64, "tn": 1056, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7621768707482992, "macro_precision": 0.08767454350161116, "macro_recall": 0.2642857142857143, "macro_f1": 0.131265664160401, "micro_accuracy": 0.7624365482233503, "micro_precision": 0.09203980099502487, "micro_recall": 0.2642857142857143, "micro_f1": 0.13653136531365312}}
|
{"network.0.weight": [[-0.013317939825356007, 0.027320530265569687, -0.0015767836011946201, 0.1852344274520874, 0.13764148950576782], [-0.05040967836976051, -0.019199348986148834, -0.0043144249357283115, -0.009142515249550343, 0.03364717587828636], [0.17121276259422302, 0.13408562541007996, 0.0905502587556839, -0.04334248974919319, -0.017162151634693146], [-0.0020019016228616238, 0.04337940737605095, 0.0062928772531449795, 0.16421809792518616, 0.12126065045595169], [-0.03908701613545418, -0.016251467168331146, -0.012781205587089062, -0.017884505912661552, 0.03130626305937767]], "network.0.bias": [0.10063234716653824, -0.004729765001684427, -0.008291925303637981, 0.07599946111440659, 0.004194942768663168], "network.2.weight": [[0.17005717754364014, 0.09724850207567215, 0.051934365183115005, -0.019550355151295662, -0.007484235800802708], [-0.012428631074726582, 0.016720350831747055, 0.013065186329185963, 0.13467267155647278, 0.09541073441505432], [-0.0005054670618847013, 0.010121072642505169, 0.014115368016064167, 0.03864042088389397, 0.043725792318582535], [0.12001360207796097, 0.08808435499668121, 0.05926528200507164, -0.0356532484292984, 0.0065241483971476555], [0.04711681976914406, 0.050304245203733444, 0.03335077688097954, 0.11735746264457703, 0.08953036367893219]], "network.2.bias": [-0.006579982582479715, 0.05462629348039627, 0.006580991204828024, 0.009143349714577198, 0.032137680798769], "network.4.weight": [[-0.0369156189262867, -0.019566472619771957, 0.010539536364376545, 0.04385137930512428, 0.009575527161359787], [0.10946674644947052, 0.07247431576251984, 0.019724981859326363, -0.02948947437107563, -0.0030655236914753914], [0.05865325406193733, 0.05166320130228996, 0.011209261603653431, 0.12274289131164551, 0.05682167783379555], [-0.027201177552342415, -0.0668342262506485, 0.01588480733335018, 0.06192329153418541, 0.035205643624067307], [0.10222223401069641, 0.06252935528755188, 0.014628523960709572, -0.03535202145576477, -0.036954365670681]], "network.4.bias": [0.025247005745768547, 0.012947236187756062, 0.005322369281202555, 0.002738130744546652, 0.025568773970007896], "network.6.weight": [[0.06745561212301254, 0.05464421585202217, 0.00031409921939484775, 0.11322829872369766, 0.044614117592573166], [-0.04697393253445625, -0.04288472980260849, 0.037275392562150955, 0.08058632910251617, 0.035973336547613144], [0.1380186825990677, 0.06537825614213943, 0.014623599126935005, -0.06109355762600899, -0.02986980974674225], [0.06117963418364525, 0.0555444099009037, 0.015103709883987904, 0.11929422616958618, 0.0761525109410286], [-0.05436861515045166, -0.034164831042289734, 0.014549803920090199, 0.04217758774757385, 0.08772646635770798]], "network.6.bias": [0.018248984590172768, 0.005716291721910238, 0.006701906677335501, 0.0139298215508461, 0.013370451517403126], "network.8.weight": [[0.14543168246746063, 0.07019685953855515, 0.04007600620388985, -0.07989700138568878, -0.07954514026641846]], "network.8.bias": [0.017775623127818108]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[0.665248, -0.105271, -0.01599, -0.060205, 1.107916], [-0.314673, 0.285387, 0.422445, 0.210246, -0.178117], [0.778435, -0.037284, -0.377319, -0.300397, 0.792142], [-0.469663, -0.045412, 0.102266, 0.105356, 1.189231], [0.589553, 0.015006, -0.367705, -0.655677, 0.27365]], "network.0.bias": [0.40525, 0.149096, -0.285304, -0.133952, -0.326919], "network.2.weight": [[0.675558, -0.304733, 0.314072, 0.526576, 0.257876], [0.852655, -0.084841, 0.560077, 0.856387, -0.287249], [0.498268, -0.517111, 0.100809, -0.069894, 0.174068], [0.091349, 0.245669, -0.431926, -0.677172, -0.418193], [-0.464391, 0.078339, -0.103962, -0.074608, 0.089577]], "network.2.bias": [-0.214663, -0.179278, -0.197443, 0.528272, -0.246613], "network.4.weight": [[0.401977, 0.419536, 0.499473, -0.358177, -0.473583], [0.146978, 0.737916, 0.326451, -0.287887, 0.145042], [0.312065, 0.749802, 0.056621, -0.549675, -0.313709], [0.072579, 0.414375, 0.104034, -0.667719, 0.210733], [0.699584, 0.397451, 0.878306, 0.020277, -0.124509]], "network.4.bias": [-0.40015, -0.408631, -0.230517, -0.128155, 0.428058], "network.6.weight": [[0.487234, 0.669978, 0.791216, 0.355131, 0.05631], [0.847801, 0.547559, 0.862284, 0.365983, 0.23071], [0.093104, -0.307388, -0.169073, -0.004174, -0.052832], [-0.061247, -0.274071, -0.331833, -0.05028, 0.580596], [-0.346983, 0.218474, -0.199897, -0.232334, -0.328209]], "network.6.bias": [-0.307067, -0.367222, 0.473354, 1.034495, -0.18156], "network.8.weight": [[-0.549265, -0.642824, 0.624953, 0.883703, -0.280042]], "network.8.bias": [0.424533]}
|
{"alternating": {"accuracy": 0.7971428571428572, "precision": 0.17142857142857143, "recall": 0.48, "f1": 0.2526315789473684, "tp": 48, "fp": 232, "fn": 52, "tn": 1068, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7457142857142857, "precision": 0.04285714285714286, "recall": 0.12, "f1": 0.0631578947368421, "tp": 12, "fp": 268, "fn": 88, "tn": 1032, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7314285714285714, "precision": 0.007142857142857143, "recall": 0.02, "f1": 0.010526315789473686, "tp": 2, "fp": 278, "fn": 98, "tn": 1022, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8133333333333334, "precision": 0.2631578947368421, "recall": 1.0, "f1": 0.4166666666666667, "tp": 100, "fp": 280, "fn": 0, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.8085714285714286, "precision": 0.2, "recall": 0.56, "f1": 0.2947368421052632, "tp": 56, "fp": 224, "fn": 44, "tn": 1076, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.7685714285714286, "precision": 0.1, "recall": 0.28, "f1": 0.1473684210526316, "tp": 28, "fp": 252, "fn": 72, "tn": 1048, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8457142857142858, "precision": 0.29285714285714287, "recall": 0.82, "f1": 0.43157894736842106, "tp": 82, "fp": 198, "fn": 18, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7371428571428571, "precision": 0.02142857142857143, "recall": 0.06, "f1": 0.03157894736842105, "tp": 6, "fp": 274, "fn": 94, "tn": 1026, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.78, "precision": 0.12857142857142856, "recall": 0.36, "f1": 0.1894736842105263, "tp": 36, "fp": 244, "fn": 64, "tn": 1056, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7621768707482992, "macro_precision": 0.08767454350161116, "macro_recall": 0.2642857142857143, "macro_f1": 0.131265664160401, "micro_accuracy": 0.7624365482233503, "micro_precision": 0.09203980099502487, "micro_recall": 0.2642857142857143, "micro_f1": 0.13653136531365312}}
|
{"network.0.weight": [[0.14657340943813324, 0.08107438683509827, -0.01226592343300581, 0.0434681661427021, 0.05172860249876976], [-0.06151784583926201, -0.03371422737836838, -0.010695296339690685, 0.134026899933815, 0.08818116784095764], [0.03808072581887245, 0.05158479884266853, 0.02714652381837368, -0.058910053223371506, -0.030870191752910614], [0.12229736894369125, 0.09667374938726425, 0.000139576819492504, 0.038181815296411514, 0.042403098195791245], [-0.05740882083773613, -0.030670545995235443, -0.02079457975924015, 0.09410640597343445, 0.08356545120477676]], "network.0.bias": [0.03567696362733841, -0.013160157017409801, -0.014913889579474926, 0.01764020510017872, -0.0032977485097944736], "network.2.weight": [[0.040533799678087234, 0.027216646820306778, -1.1855445336550474e-05, -0.04176674410700798, -0.024669907987117767], [0.06763571500778198, 0.05722952261567116, 0.008956816978752613, 0.02985462360084057, 0.03746685013175011], [-0.024103915318846703, -0.0039535099640488625, -0.0026319273747503757, 0.06848309189081192, 0.08113620430231094], [0.056063681840896606, 0.04128855839371681, 0.012481572106480598, -0.06262420117855072, -0.0019889334216713905], [0.057103920727968216, 0.08805179595947266, 0.04349258169531822, 0.05880735069513321, 0.04918651655316353]], "network.2.bias": [-0.015516425482928753, 0.007289441768079996, 0.012232613749802113, -0.012498910538852215, -0.015708772465586662], "network.4.weight": [[-0.06589178740978241, -0.028589561581611633, -0.015871161594986916, 0.028613099828362465, 0.04931264743208885], [0.05199766159057617, 0.045774441212415695, -0.02798399142920971, -0.06280870735645294, -0.010186047293245792], [0.006333694327622652, 0.09751497209072113, 0.01980048231780529, 0.05970015376806259, 0.04562922939658165], [-0.07174237072467804, -0.07124179601669312, -0.03211672976613045, -0.010339182801544666, 0.075741246342659], [0.04975726455450058, 0.0550263337790966, -0.03200027719140053, -0.07165337353944778, -0.035845473408699036]], "network.4.bias": [0.037989865988492966, -0.021357448771595955, -0.03679497912526131, 0.019607437774538994, -0.027889253571629524], "network.6.weight": [[-0.03613812103867531, 0.09030229598283768, 0.017636744305491447, 0.053241148591041565, 0.04573123902082443], [-0.07675254344940186, -0.03477738797664642, -0.022123942151665688, -0.030109455808997154, 0.07041732221841812], [0.12045246362686157, 0.07279377430677414, -0.015194019302725792, -0.09253410995006561, -0.0096473703160882], [-0.06732702255249023, 0.07419075071811676, 0.03313228115439415, 0.08598946034908295, 0.0720943957567215], [-0.06664403527975082, -0.027118075639009476, -0.03654951974749565, -0.10049192607402802, 0.11258406937122345]], "network.6.bias": [-0.026163766160607338, 0.0035624331794679165, -0.03532601520419121, -0.015562426298856735, 0.0027177161537110806], "network.8.weight": [[0.11381013691425323, 0.09802798926830292, 0.007821740582585335, -0.0942058116197586, -0.045632652938365936]], "network.8.bias": [-0.02320055104792118]}
|
{"alternating": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.9333333333333333, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1400, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.9285714285714286, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 0, "fn": 100, "tn": 1300, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.9289115646258504, "macro_precision": 0.0, "macro_recall": 0.0, "macro_f1": 0.0, "micro_accuracy": 0.9289340101522843, "micro_precision": 0.0, "micro_recall": 0.0, "micro_f1": 0.0}}
|
{"network.0.weight": [[0.665248, -0.105271, -0.01599, -0.060205, 1.107916], [-0.314673, 0.285387, 0.422445, 0.210246, -0.178117], [0.778435, -0.037284, -0.377319, -0.300397, 0.792142], [-0.469663, -0.045412, 0.102266, 0.105356, 1.189231], [0.589553, 0.015006, -0.367705, -0.655677, 0.27365]], "network.0.bias": [0.40525, 0.149096, -0.285304, -0.133952, -0.326919], "network.2.weight": [[0.675558, -0.304733, 0.314072, 0.526576, 0.257876], [0.852655, -0.084841, 0.560077, 0.856387, -0.287249], [0.498268, -0.517111, 0.100809, -0.069894, 0.174068], [0.091349, 0.245669, -0.431926, -0.677172, -0.418193], [-0.464391, 0.078339, -0.103962, -0.074608, 0.089577]], "network.2.bias": [-0.214663, -0.179278, -0.197443, 0.528272, -0.246613], "network.4.weight": [[0.401977, 0.419536, 0.499473, -0.358177, -0.473583], [0.146978, 0.737916, 0.326451, -0.287887, 0.145042], [0.312065, 0.749802, 0.056621, -0.549675, -0.313709], [0.072579, 0.414375, 0.104034, -0.667719, 0.210733], [0.699584, 0.397451, 0.878306, 0.020277, -0.124509]], "network.4.bias": [-0.40015, -0.408631, -0.230517, -0.128155, 0.428058], "network.6.weight": [[0.487234, 0.669978, 0.791216, 0.355131, 0.05631], [0.847801, 0.547559, 0.862284, 0.365983, 0.23071], [0.093104, -0.307388, -0.169073, -0.004174, -0.052832], [-0.061247, -0.274071, -0.331833, -0.05028, 0.580596], [-0.346983, 0.218474, -0.199897, -0.232334, -0.328209]], "network.6.bias": [-0.307067, -0.367222, 0.473354, 1.034495, -0.18156], "network.8.weight": [[-0.549265, -0.642824, 0.624953, 0.883703, -0.280042]], "network.8.bias": [0.424533]}
|
{"alternating": {"accuracy": 0.7971428571428572, "precision": 0.17142857142857143, "recall": 0.48, "f1": 0.2526315789473684, "tp": 48, "fp": 232, "fn": 52, "tn": 1068, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7457142857142857, "precision": 0.04285714285714286, "recall": 0.12, "f1": 0.0631578947368421, "tp": 12, "fp": 268, "fn": 88, "tn": 1032, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.7314285714285714, "precision": 0.007142857142857143, "recall": 0.02, "f1": 0.010526315789473686, "tp": 2, "fp": 278, "fn": 98, "tn": 1022, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.8133333333333334, "precision": 0.2631578947368421, "recall": 1.0, "f1": 0.4166666666666667, "tp": 100, "fp": 280, "fn": 0, "tn": 1120, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.8085714285714286, "precision": 0.2, "recall": 0.56, "f1": 0.2947368421052632, "tp": 56, "fp": 224, "fn": 44, "tn": 1076, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.7685714285714286, "precision": 0.1, "recall": 0.28, "f1": 0.1473684210526316, "tp": 28, "fp": 252, "fn": 72, "tn": 1048, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.8457142857142858, "precision": 0.29285714285714287, "recall": 0.82, "f1": 0.43157894736842106, "tp": 82, "fp": 198, "fn": 18, "tn": 1102, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.7371428571428571, "precision": 0.02142857142857143, "recall": 0.06, "f1": 0.03157894736842105, "tp": 6, "fp": 274, "fn": 94, "tn": 1026, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7285714285714285, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 280, "fn": 100, "tn": 1020, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.78, "precision": 0.12857142857142856, "recall": 0.36, "f1": 0.1894736842105263, "tp": 36, "fp": 244, "fn": 64, "tn": 1056, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.7621768707482992, "macro_precision": 0.08767454350161116, "macro_recall": 0.2642857142857143, "macro_f1": 0.131265664160401, "micro_accuracy": 0.7624365482233503, "micro_precision": 0.09203980099502487, "micro_recall": 0.2642857142857143, "micro_f1": 0.13653136531365312}}
|
{"network.0.weight": [[-0.05553179606795311, 0.011967595666646957, -0.04019302502274513, 0.04106461629271507, 0.09349396824836731], [-0.0552760474383831, -0.03887421637773514, -0.005015017930418253, -0.052141811698675156, 0.02081083133816719], [0.033758118748664856, 0.08857084065675735, 0.010570855811238289, -0.048541270196437836, -0.03567706048488617], [-0.04886141046881676, 0.03274334594607353, -0.02907148189842701, 0.031768590211868286, 0.07290466129779816], [-0.04387345165014267, -0.03704944998025894, -0.016534896567463875, -0.06328894197940826, 0.02119985595345497]], "network.0.bias": [0.024432169273495674, -0.04181971028447151, -0.010512563399970531, -0.002460194518789649, -0.03330317512154579], "network.2.weight": [[0.0350891575217247, 0.05513222888112068, -0.023720650002360344, -0.02867513708770275, -0.03212456405162811], [-0.06623560190200806, -0.00195802329108119, -0.022208483889698982, 0.0251645315438509, 0.0606774277985096], [-0.0093742860481143, -0.011118792928755283, 0.0026679611764848232, -0.02022644318640232, 0.018605895340442657], [0.03660015016794205, 0.05055694654583931, -0.02105175517499447, -0.02833407185971737, -0.007212606258690357], [-0.005798181053251028, 0.02438368648290634, 0.0075562275014817715, 0.0346536859869957, 0.050659749656915665]], "network.2.bias": [-0.01117731910198927, -0.022342083975672722, -0.022911937907338142, -0.010180431418120861, -0.049300070852041245], "network.4.weight": [[-0.021357182413339615, -0.03431687504053116, -0.016433419659733772, -0.0030424869619309902, -0.012329846620559692], [0.022992316633462906, 0.03640336915850639, -0.06399144977331161, -0.01281083095818758, -0.01877475529909134], [0.013352933339774609, 0.029841089621186256, -0.015013369731605053, 0.023069150745868683, 0.02896052598953247], [-0.0060286251828074455, -0.07752401381731033, -0.030374737456440926, 0.024497738108038902, 0.011312860995531082], [0.013181684538722038, 0.025765173137187958, -0.07806472480297089, -0.0047378214076161385, -0.04579387977719307]], "network.4.bias": [0.0009552961564622819, -0.02147744782269001, -0.08028161525726318, -0.017002882435917854, -0.02523772604763508], "network.6.weight": [[0.030130213126540184, 0.028211168944835663, -0.01753685064613819, 0.018421385437250137, 0.00951774325221777], [-0.005922975949943066, -0.046324893832206726, -0.015275235287845135, 0.04631084203720093, 0.012471888214349747], [0.06259714812040329, 0.016615301370620728, -0.06332012265920639, -0.020497804507613182, -0.023664943873882294], [0.050779204815626144, 0.021315235644578934, 0.0027616298757493496, 0.04631725698709488, 0.0046792360953986645], [0.0046106306836009026, -0.03753935173153877, -0.01605154015123844, 0.04266965761780739, 0.05569872632622719]], "network.6.bias": [-0.07943659275770187, -0.019476192072033882, -0.02158304490149021, -0.07193146646022797, -0.004742505494505167], "network.8.weight": [[0.06455566734075546, 0.016157474368810654, -0.04912104085087776, -0.013198119588196278, -0.0690121129155159]], "network.8.bias": [0.001360637485049665]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "ends_with": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
{"network.0.weight": [[-0.706283, -0.842939, 0.631776, -0.112977, 0.974835], [-0.249635, -0.725374, -0.030894, 0.200694, 0.770358], [-0.436282, -0.241036, -0.253078, -0.0344, -0.432597], [-0.758041, 0.293949, 0.186817, 0.147438, -0.038438], [-0.550234, -0.530479, -0.579675, 0.470418, 0.043092], [-0.915072, 0.344844, -0.104688, 0.268826, -0.369189]], "network.0.bias": [-0.173552, 0.056697, -0.191071, 0.708964, 0.171397, 0.140662], "network.2.weight": [[-0.944036, -0.135371, -0.174824, -0.699207, -0.861399, -0.408649], [1.338094, 0.845824, 0.004787, 1.066919, 0.696597, 0.951453], [0.872141, 1.079998, 0.301577, 0.634158, 0.941406, 0.693075], [1.036434, 0.36331, 0.038059, 0.881169, 0.03558, 0.636466], [1.112781, 0.444301, -0.340435, 0.902406, 0.578244, 0.45725], [0.51266, 0.971523, -0.205003, 0.076531, 0.670794, -0.048186]], "network.2.bias": [-0.412784, -0.258916, 0.06336, 0.207126, 0.099265, -0.47258], "network.4.weight": [[-0.399645, 0.849062, 0.620612, 1.069483, 0.812721, -0.21362], [-0.510591, 1.255318, 0.916384, 0.684077, 0.59924, 0.234112], [-0.229258, 0.728207, 0.679368, 0.477244, -0.198489, -0.162583], [0.133325, -0.354921, -0.585236, -0.070226, -0.615407, -0.03432], [0.021462, 1.241809, 1.115719, 0.98634, 0.41999, 0.638784], [0.802745, -0.560554, 0.328223, -0.984258, -0.142809, -0.079574]], "network.4.bias": [-0.088183, -0.521766, -0.418374, -0.058987, -0.577421, 0.930848], "network.6.weight": [[-0.338584, -0.105833, 0.018362, -0.37782, -0.199122, 0.048173], [-0.228448, 0.005157, 0.135362, -0.358499, -0.053026, -0.169604], [-0.212995, -0.14939, -0.804861, -0.469772, -0.263813, -0.070725], [-0.62688, -0.187946, -0.290166, 0.111048, 0.112888, 0.032528], [1.081207, 1.104029, 0.005242, -0.165924, 1.137374, -0.639493], [-0.460837, -0.527429, -0.385992, 0.049874, -0.359024, 0.864474]], "network.6.bias": [-0.340542, -0.595106, -0.607533, -0.660784, -0.350337, 0.935148], "network.8.weight": [[-0.374385, -0.220313, -0.320452, -0.422006, -0.84956, 0.862304]], "network.8.bias": [1.493276]}
|
{"alternating": {"accuracy": 0.7907142857142857, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 193, "fn": 100, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.7907142857142857, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 193, "fn": 100, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.8713333333333333, "precision": 0.3412969283276451, "recall": 1.0, "f1": 0.5089058524173028, "tp": 100, "fp": 193, "fn": 0, "tn": 1207, "n_positive_examples": 100, "n_clean_negatives": 1400}, "ends_with": {"accuracy": 0.7921428571428571, "precision": 0.0051813471502590676, "recall": 0.01, "f1": 0.006825938566552901, "tp": 1, "fp": 192, "fn": 99, "tn": 1108, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.7907142857142857, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 193, "fn": 100, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.815, "precision": 0.08808290155440414, "recall": 0.17, "f1": 0.11604095563139931, "tp": 17, "fp": 176, "fn": 83, "tn": 1124, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.7907142857142857, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 193, "fn": 100, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.7907142857142857, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 193, "fn": 100, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.7907142857142857, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 193, "fn": 100, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.7907142857142857, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 193, "fn": 100, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.7907142857142857, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 193, "fn": 100, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.9321428571428572, "precision": 0.5129533678756477, "recall": 0.99, "f1": 0.6757679180887373, "tp": 99, "fp": 94, "fn": 1, "tn": 1206, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.7907142857142857, "precision": 0.0, "recall": 0.0, "f1": 0.0, "tp": 0, "fp": 193, "fn": 100, "tn": 1107, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.7992857142857143, "precision": 0.031088082901554404, "recall": 0.06, "f1": 0.040955631399317405, "tp": 6, "fp": 187, "fn": 94, "tn": 1113, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.8090238095238095, "macro_precision": 0.06990018770067932, "macro_recall": 0.15928571428571428, "macro_f1": 0.09632116400737925, "micro_accuracy": 0.8093401015228426, "micro_precision": 0.07958600999286224, "micro_recall": 0.15928571428571428, "micro_f1": 0.10613993336506425}}
|
{"network.0.weight": [[0.05053693428635597, -0.07705754041671753, 0.08486443758010864, 0.13851071894168854, 0.0969700738787651], [0.07510586827993393, 0.015012226067483425, -0.014242607168853283, 0.04800449684262276, -0.07591550052165985], [0.12174247205257416, 0.09510650485754013, 0.08033973723649979, 0.07826711237430573, 0.010797462426126003], [0.05204557254910469, -0.07386647164821625, 0.0948668047785759, 0.11140692234039307, 0.08271332830190659], [0.07874995470046997, 0.0037108128890395164, -0.028753088787198067, 0.023221226409077644, -0.09343598037958145], [0.12128406018018723, 0.06403235346078873, 0.06214847043156624, 0.10369308292865753, 0.006689480505883694]], "network.0.bias": [0.08212439715862274, 0.0831896960735321, -0.02109350450336933, 0.07675386965274811, 0.09359396994113922, -0.03322229161858559], "network.2.weight": [[0.0455816276371479, -0.12674380838871002, 0.105274498462677, 0.07509022206068039, 0.06912945955991745, 0.07026249170303345], [0.021136648952960968, -0.02439822442829609, 0.06006700173020363, -0.10454226285219193, 0.10000378638505936, 0.06673888117074966], [0.09315574169158936, 0.07767414301633835, 0.012088648043572903, -0.0293032918125391, 0.040998730808496475, -0.10364144295454025], [0.06401939690113068, 0.09581638127565384, 0.06968270242214203, 0.06638666987419128, -0.01486953441053629, -0.03199831768870354], [-0.14819476008415222, 0.11697492748498917, 0.06673591583967209, 0.09240352362394333, 0.06015296280384064, 0.06977522373199463], [-0.03764169290661812, 0.011047671549022198, -0.11119328439235687, 0.10467284917831421, 0.06166204810142517, 0.09082740545272827]], "network.2.bias": [0.13626018166542053, 0.08031020313501358, 0.1233472228050232, 0.006372133735567331, -0.003319033421576023, 0.05290655791759491], "network.4.weight": [[0.0748165100812912, -0.07970035821199417, -0.06506580114364624, 0.012796546332538128, -0.13631325960159302, 0.10005790740251541], [0.10307981073856354, 0.063634492456913, 0.060332369059324265, -0.05066477507352829, -0.0621972493827343, 0.060963183641433716], [0.10102055966854095, 0.008556410670280457, 0.07971055805683136, 0.0708693414926529, 0.06812722980976105, -0.06953394412994385], [0.04332788288593292, -0.15930354595184326, 0.099898561835289, 0.0357891246676445, 0.07577506452798843, 0.06827075034379959], [-0.06951319426298141, -0.09801942855119705, 0.06967579573392868, -0.1402689665555954, 0.11787600815296173, 0.0037771391216665506], [0.05956687405705452, 0.06474502384662628, -0.08032245188951492, -0.09545368701219559, 0.1884496659040451, -0.1018110141158104]], "network.4.bias": [0.030860397964715958, -0.1267681121826172, -0.07199377566576004, 0.04728158563375473, 0.06952214241027832, 0.09821957349777222], "network.6.weight": [[-0.04167691618204117, 0.02965499833226204, 0.08899684250354767, 0.0873473510146141, -0.14979979395866394, -0.1337583214044571], [-0.14152021706104279, 0.13694559037685394, -0.00575208431109786, 0.015365085564553738, 0.04500965401530266, 0.0695674866437912], [-0.10518211871385574, 0.14587348699569702, -0.06564216315746307, 0.07247842848300934, -0.0011146587785333395, 0.05189100280404091], [0.048043929040431976, -0.062414370477199554, -0.07358811050653458, 0.13192138075828552, -0.07242438197135925, 0.06580545753240585], [0.05627496913075447, -0.012116950005292892, 0.058347687125205994, -0.06413092464208603, -0.0809161588549614, 0.31506258249282837], [-0.016638772562146187, -0.012648951262235641, -0.05392125993967056, -0.05465425178408623, 0.09163578599691391, -0.006779992021620274]], "network.6.bias": [0.18292875587940216, -0.10197852551937103, -0.0002354259486310184, -0.02217293158173561, -0.016775432974100113, -0.0900697261095047], "network.8.weight": [[0.47718024253845215, 0.039026983082294464, -0.07925933599472046, 0.012350037693977356, -0.14937105774879456, -0.08957178890705109]], "network.8.bias": [0.10309825837612152]}
|
{"alternating": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "contains_abc": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "decreasing_pairs": {"accuracy": 0.06666666666666667, "precision": 0.06666666666666667, "recall": 1.0, "f1": 0.125, "tp": 100, "fp": 1400, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1400}, "ends_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "first_last_match": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "has_majority": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "increasing_pairs": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "mountain_pattern": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "no_repeats": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "palindrome": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_ascending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "sorted_descending": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "starts_with": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "vowel_consonant": {"accuracy": 0.07142857142857142, "precision": 0.07142857142857142, "recall": 1.0, "f1": 0.13333333333333333, "tp": 100, "fp": 1300, "fn": 0, "tn": 0, "n_positive_examples": 100, "n_clean_negatives": 1300}, "cumulative": {"macro_accuracy": 0.07108843537414963, "macro_precision": 0.07108843537414963, "macro_recall": 1.0, "macro_f1": 0.13273809523809524, "micro_accuracy": 0.07106598984771574, "micro_precision": 0.07106598984771574, "micro_recall": 1.0, "micro_f1": 0.13270142180094788}}
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.