10415337 1 Jan van Rijn 9985 Supervised Classification 16360 sklearn.svm.classes.SVC(32) 8253080 C 3471.837112617107 16360 cache_size 200 16360 class_weight null 16360 coef0 0.0 16360 decision_function_shape "ovr" 16360 degree 3 16360 gamma 0.00034229349508797124 16360 kernel "rbf" 16360 max_iter -1 16360 probability false 16360 random_state 59164 16360 shrinking true 16360 tol 0.0007428696257677634 16360 verbose false 16360 openml-python Sklearn_0.21.2. 1475 first-order-theorem-proving https://www.openml.org/data/download/1587932/phpPbCMyg -1 21752483 description https://api.openml.org/data/download/21752483/description.xml -1 21752484 predictions https://api.openml.org/data/download/21752484/predictions.arff area_under_roc_curve 0.6673590390823677 [0.645857,0.585684,0.650992,0.603749,0.59457,0.730014] average_cost 0 f_measure 0.5028644093625179 [0.423154,0.270987,0.408602,0.312697,0.275571,0.710057] kappa 0.3356777213023929 kb_relative_information_score 0.3694182127951606 mean_absolute_error 0.15544295521412851 mean_prior_absolute_error 0.2507645736611627 number_of_instances 6118 [1089,486,748,617,624,2554] precision 0.508022506469076 [0.463388,0.476684,0.480144,0.443452,0.291592,0.60966] predictive_accuracy 0.5336711343576332 prior_entropy 2.3000072984859514 recall 0.5336711343576332 [0.389348,0.1893,0.355615,0.241491,0.261218,0.850039] relative_absolute_error 0.6198760572303391 root_mean_prior_squared_error 0.35407492669342416 root_mean_squared_error 0.39426254604530786 root_relative_squared_error 1.1135003252762943 total_cost 0 area_under_roc_curve 0.6721420398984683 [0.643953,0.551862,0.632171,0.616188,0.589904,0.752041] area_under_roc_curve 0.6622944305656733 [0.658708,0.591977,0.635791,0.612669,0.577283,0.717927] area_under_roc_curve 0.6611612663361396 [0.618386,0.558107,0.671918,0.613578,0.574681,0.728852] area_under_roc_curve 0.6858060799783682 [0.65848,0.621996,0.691136,0.575073,0.627419,0.7493] area_under_roc_curve 0.6477491187499649 [0.629808,0.582068,0.632067,0.617214,0.602669,0.691036] area_under_roc_curve 0.6633401842181322 [0.634395,0.582956,0.690987,0.59824,0.5561,0.72493] area_under_roc_curve 0.6742290867846213 [0.694184,0.6322,0.595009,0.619824,0.602551,0.727731] area_under_roc_curve 0.6712249613696872 [0.615053,0.583844,0.655009,0.605709,0.597214,0.750154] area_under_roc_curve 0.6746538907169016 [0.679164,0.544979,0.662413,0.59839,0.577384,0.742364] area_under_roc_curve 0.6609597501998185 [0.626293,0.605702,0.643087,0.580179,0.640207,0.715603] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.5035209686559734 [0.42,0.181818,0.377049,0.333333,0.272727,0.733974] f_measure 0.4969558667149193 [0.445545,0.305085,0.384,0.333333,0.235294,0.692699] f_measure 0.4913407385461357 [0.372549,0.197183,0.456693,0.336842,0.239316,0.708197] f_measure 0.5260447901704702 [0.450262,0.351351,0.47482,0.25,0.316547,0.725126] f_measure 0.48393056264940015 [0.394089,0.26087,0.372093,0.351648,0.299065,0.6752] f_measure 0.49727327292934337 [0.401961,0.264706,0.48855,0.294118,0.20202,0.706452] f_measure 0.5159726574069446 [0.51,0.373333,0.296875,0.346939,0.290598,0.706271] f_measure 0.5026774135709264 [0.368159,0.268657,0.408759,0.315789,0.283186,0.729951] f_measure 0.508279562306906 [0.474419,0.163934,0.434109,0.301075,0.243478,0.722496] f_measure 0.49915081416544316 [0.391304,0.318841,0.385185,0.258065,0.371681,0.700637] kappa 0.34233957629720596 kappa 0.32198771619239397 kappa 0.32109792003039234 kappa 0.36967472519241223 kappa 0.3041447393692621 kappa 0.32991589110635544 kappa 0.35147164013034143 kappa 0.33880122342772795 kappa 0.3480784895616226 kappa 0.32841605923869016 kb_relative_information_score 0.3709257092205712 kb_relative_information_score 0.3557775190697685 kb_relative_information_score 0.3554818823188252 kb_relative_information_score 0.396489385131746 kb_relative_information_score 0.35111211355749533 kb_relative_information_score 0.3658083270231288 kb_relative_information_score 0.3839769130194574 kb_relative_information_score 0.3693636374302236 kb_relative_information_score 0.3755813739513892 kb_relative_information_score 0.36969794044718673 mean_absolute_error 0.1525054466230933 mean_absolute_error 0.16122004357298422 mean_absolute_error 0.15904139433551148 mean_absolute_error 0.14978213507625235 mean_absolute_error 0.16122004357298422 mean_absolute_error 0.15577342047930237 mean_absolute_error 0.1525054466230933 mean_absolute_error 0.15468409586056603 mean_absolute_error 0.15220949263502415 mean_absolute_error 0.1554828150572827 mean_prior_absolute_error 0.25067495791407446 mean_prior_absolute_error 0.25083558171073006 mean_prior_absolute_error 0.25088921191526126 mean_prior_absolute_error 0.25084785528987646 mean_prior_absolute_error 0.25084785528987646 mean_prior_absolute_error 0.25084785528987646 mean_prior_absolute_error 0.25084785528987646 mean_prior_absolute_error 0.25067558048692967 mean_prior_absolute_error 0.25058368192114683 mean_prior_absolute_error 0.25059472840439195 number_of_instances 612 [109,48,74,62,63,256] number_of_instances 612 [109,48,75,62,63,255] number_of_instances 612 [108,49,75,62,63,255] number_of_instances 612 [109,49,75,62,62,255] number_of_instances 612 [109,49,75,62,62,255] number_of_instances 612 [109,49,75,62,62,255] number_of_instances 612 [109,49,75,62,62,255] number_of_instances 612 [109,49,75,61,62,256] number_of_instances 611 [109,48,75,61,62,256] number_of_instances 611 [109,48,74,61,63,256] precision 0.5024947000748955 [0.461538,0.333333,0.479167,0.425,0.319149,0.622283] precision 0.5319275103575908 [0.483871,0.818182,0.48,0.470588,0.2,0.610778] precision 0.49300114565234693 [0.395833,0.318182,0.557692,0.484848,0.259259,0.608451] precision 0.5350647198402863 [0.52439,0.52,0.515625,0.423077,0.285714,0.636095] precision 0.49581139211082526 [0.425532,0.45,0.444444,0.551724,0.355556,0.57027] precision 0.5001904104458285 [0.431579,0.473684,0.571429,0.375,0.27027,0.6] precision 0.5200503587203551 [0.56044,0.538462,0.358491,0.472222,0.309091,0.609687] precision 0.5055260407963197 [0.402174,0.5,0.451613,0.441176,0.313725,0.628169] precision 0.5113018400606223 [0.481132,0.384615,0.518519,0.4375,0.264151,0.623229] precision 0.5069340265331916 [0.48,0.52381,0.42623,0.375,0.42,0.591398] predictive_accuracy 0.5424836601307189 predictive_accuracy 0.5163398692810458 predictive_accuracy 0.5228758169934641 predictive_accuracy 0.5506535947712419 predictive_accuracy 0.5163398692810458 predictive_accuracy 0.5326797385620915 predictive_accuracy 0.5424836601307189 predictive_accuracy 0.5359477124183006 predictive_accuracy 0.5433715220949263 predictive_accuracy 0.5335515548281505 prior_entropy 2.2982053906988225 prior_entropy 2.3010980143383097 prior_entropy 2.3029972536480843 prior_entropy 2.301686142471426 prior_entropy 2.301686142471426 prior_entropy 2.301686142471426 prior_entropy 2.301686142471426 prior_entropy 2.2983403180467192 prior_entropy 2.2961240491639523 prior_entropy 2.2965513970017746 recall 0.5424836601307189 [0.385321,0.125,0.310811,0.274194,0.238095,0.894531] recall 0.5163398692810458 [0.412844,0.1875,0.32,0.258065,0.285714,0.8] recall 0.5228758169934641 [0.351852,0.142857,0.386667,0.258065,0.222222,0.847059] recall 0.5506535947712419 [0.394495,0.265306,0.44,0.177419,0.354839,0.843137] recall 0.5163398692810458 [0.366972,0.183673,0.32,0.258065,0.258065,0.827451] recall 0.5326797385620915 [0.376147,0.183673,0.426667,0.241935,0.16129,0.858824] recall 0.5424836601307189 [0.46789,0.285714,0.253333,0.274194,0.274194,0.839216] recall 0.5359477124183006 [0.33945,0.183673,0.373333,0.245902,0.258065,0.871094] recall 0.5433715220949263 [0.46789,0.104167,0.373333,0.229508,0.225806,0.859375] recall 0.5335515548281505 [0.330275,0.229167,0.351351,0.196721,0.333333,0.859375] relative_absolute_error 0.6083792648939772 relative_absolute_error 0.6427319540291826 relative_absolute_error 0.6339108530072162 relative_absolute_error 0.5971035108239857 relative_absolute_error 0.6427005061959987 relative_absolute_error 0.6209876512569449 relative_absolute_error 0.6079599382935127 relative_absolute_error 0.6170688647059155 relative_absolute_error 0.6074198106919074 relative_absolute_error 0.6204552507839495 root_mean_prior_squared_error 0.35394835494159665 root_mean_prior_squared_error 0.3541751851309153 root_mean_prior_squared_error 0.3542508884492025 root_mean_prior_squared_error 0.3541925116962025 root_mean_prior_squared_error 0.3541925116962025 root_mean_prior_squared_error 0.3541925116962025 root_mean_prior_squared_error 0.3541925116962025 root_mean_prior_squared_error 0.3539492344090008 root_mean_prior_squared_error 0.3538193917423618 root_mean_prior_squared_error 0.35383500173976573 root_mean_squared_error 0.3905194574193369 root_mean_squared_error 0.4015221582590234 root_mean_squared_error 0.39879994274762814 root_mean_squared_error 0.38701697001068613 root_mean_squared_error 0.4015221582590234 root_mean_squared_error 0.3946814164352084 root_mean_squared_error 0.3905194574193369 root_mean_squared_error 0.3932989904138657 root_mean_squared_error 0.39014034991913377 root_mean_squared_error 0.39431309267799197 root_relative_squared_error 1.1033232729214824 root_relative_squared_error 1.1336823558392637 root_relative_squared_error 1.1257556600449112 root_relative_squared_error 1.092674060660655 root_relative_squared_error 1.133626897802448 root_relative_squared_error 1.1143132714610688 root_relative_squared_error 1.1025627152566475 root_relative_squared_error 1.1111734457359919 root_relative_squared_error 1.102653950078631 root_relative_squared_error 1.1143982102934988 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 usercpu_time_millis 10142.793828999856 usercpu_time_millis 9758.765062999828 usercpu_time_millis 10037.28541999999 usercpu_time_millis 10099.8286680001 usercpu_time_millis 10105.714326999987 usercpu_time_millis 10086.547985999914 usercpu_time_millis 10078.01538700005 usercpu_time_millis 10113.359249000041 usercpu_time_millis 10044.580012000097 usercpu_time_millis 10125.557183999717 usercpu_time_millis_testing 289.343646999896 usercpu_time_millis_testing 289.0165989997513 usercpu_time_millis_testing 289.4860649998918 usercpu_time_millis_testing 290.40458000008584 usercpu_time_millis_testing 288.37611500011917 usercpu_time_millis_testing 291.4806150001823 usercpu_time_millis_testing 289.444259999982 usercpu_time_millis_testing 291.41894699978366 usercpu_time_millis_testing 290.46447400014586 usercpu_time_millis_testing 290.56068999989293 usercpu_time_millis_training 9853.45018199996 usercpu_time_millis_training 9469.748464000077 usercpu_time_millis_training 9747.799355000097 usercpu_time_millis_training 9809.424088000014 usercpu_time_millis_training 9817.338211999868 usercpu_time_millis_training 9795.067370999732 usercpu_time_millis_training 9788.571127000068 usercpu_time_millis_training 9821.940302000257 usercpu_time_millis_training 9754.11553799995 usercpu_time_millis_training 9834.996493999824 wall_clock_time_millis 10144.607543945312 wall_clock_time_millis 9758.148670196533 wall_clock_time_millis 10036.59987449646 wall_clock_time_millis 10102.349281311035 wall_clock_time_millis 10112.807989120483 wall_clock_time_millis 10088.013172149658 wall_clock_time_millis 10079.436540603638 wall_clock_time_millis 10113.486766815186 wall_clock_time_millis 10044.817447662354 wall_clock_time_millis 10126.458883285522 wall_clock_time_millis_testing 289.32881355285645 wall_clock_time_millis_testing 289.0002727508545 wall_clock_time_millis_testing 289.4730567932129 wall_clock_time_millis_testing 290.6017303466797 wall_clock_time_millis_testing 288.37084770202637 wall_clock_time_millis_testing 291.47982597351074 wall_clock_time_millis_testing 289.4463539123535 wall_clock_time_millis_testing 291.40496253967285 wall_clock_time_millis_testing 290.46058654785156 wall_clock_time_millis_testing 290.54951667785645 wall_clock_time_millis_training 9855.278730392456 wall_clock_time_millis_training 9469.148397445679 wall_clock_time_millis_training 9747.126817703247 wall_clock_time_millis_training 9811.747550964355 wall_clock_time_millis_training 9824.437141418457 wall_clock_time_millis_training 9796.533346176147 wall_clock_time_millis_training 9789.990186691284 wall_clock_time_millis_training 9822.081804275513 wall_clock_time_millis_training 9754.356861114502 wall_clock_time_millis_training 9835.909366607666