8857856 4851 Dejan Kljajic 145677 Supervised Classification area_under_roc_curve 7772 sklearn.linear_model.logistic.LogisticRegression(11) 6832896 C 1.0 7772 class_weight null 7772 dual false 7772 fit_intercept true 7772 intercept_scaling 1 7772 max_iter 100 7772 multi_class "ovr" 7772 n_jobs 1 7772 penalty "l2" 7772 random_state 24803 7772 solver "liblinear" 7772 tol 0.0001 7772 verbose 0 7772 warm_start false 7772 openml-python Sklearn_0.19.0. 4134 Bioresponse https://www.openml.org/data/download/1681097/phpSSK7iA -1 18631292 description https://api.openml.org/data/download/18631292/description.xml -1 18631291 predictions https://api.openml.org/data/download/18631291/predictions.arff area_under_roc_curve 0.8141189183988675 [0.814119,0.814119] average_cost 0 f_measure 0.7540117432949881 [0.726463,0.777267] kappa 0.5038899165464809 kb_relative_information_score 1581.965889515254 mean_absolute_error 0.29630079754380584 mean_prior_absolute_error 0.4964308656158626 number_of_instances 3751 [1717,2034] precision 0.7540428320071864 [0.741212,0.764874] predictive_accuracy 0.7544654758731005 prior_entropy 0.9948474345210087 recall 0.7544654758731005 [0.712289,0.790069] relative_absolute_error 0.5968621575860735 root_mean_prior_squared_error 0.4982112822885347 root_mean_squared_error 0.4232503780136028 root_relative_squared_error 0.8495399302669366 total_cost 0 area_under_roc_curve 0.7995896032831737 [0.79959,0.79959] area_under_roc_curve 0.8092565013174478 [0.809257,0.809257] area_under_roc_curve 0.8313094283423073 [0.831309,0.831309] area_under_roc_curve 0.8562836521938366 [0.856284,0.856284] area_under_roc_curve 0.7881486997365105 [0.788149,0.788149] area_under_roc_curve 0.8039007904685531 [0.803901,0.803901] area_under_roc_curve 0.8120059571543132 [0.812006,0.812006] area_under_roc_curve 0.8075908726063524 [0.807591,0.807591] area_under_roc_curve 0.8323300080266026 [0.83233,0.83233] area_under_roc_curve 0.7954363031762414 [0.795436,0.795436] 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 0.736954854079377 [0.716332,0.754342] f_measure 0.7406635257447701 [0.710448,0.766265] f_measure 0.7579694665350901 [0.720497,0.78972] f_measure 0.8055668516019394 [0.792023,0.817043] f_measure 0.7353163819456933 [0.704478,0.761446] f_measure 0.75476846181728 [0.734104,0.772277] f_measure 0.7535515151515153 [0.721212,0.780952] f_measure 0.7435693581780538 [0.714286,0.768116] f_measure 0.7832461983286345 [0.755287,0.806683] f_measure 0.7271572029745778 [0.692771,0.755981] kappa 0.47076888080072793 kappa 0.47701752620303933 kappa 0.5119305856832972 kappa 0.6092021299376151 kappa 0.4662343824134113 kappa 0.5063953987466736 kappa 0.502867517795902 kappa 0.4825355756791721 kappa 0.5623514156040632 kappa 0.44914888101615824 kb_relative_information_score 145.6979899384131 kb_relative_information_score 149.74188614433243 kb_relative_information_score 165.6769339031398 kb_relative_information_score 178.25551308203652 kb_relative_information_score 149.0135326438271 kb_relative_information_score 154.07058192613144 kb_relative_information_score 162.91058563707088 kb_relative_information_score 155.2465990402436 kb_relative_information_score 172.30085222133258 kb_relative_information_score 149.0514149787262 mean_absolute_error 0.3132081790959614 mean_absolute_error 0.30695349686169776 mean_absolute_error 0.2862871026771799 mean_absolute_error 0.27197216952346676 mean_absolute_error 0.30841028600163506 mean_absolute_error 0.30212099015781263 mean_absolute_error 0.2896491534175249 mean_absolute_error 0.2990711350597894 mean_absolute_error 0.27843933544715116 mean_absolute_error 0.3068510408450302 mean_prior_absolute_error 0.4964057123095849 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4962835065281108 mean_prior_absolute_error 0.4962835065281108 mean_prior_absolute_error 0.4962835065281108 number_of_instances 376 [172,204] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [171,204] number_of_instances 375 [171,204] number_of_instances 375 [171,204] precision 0.7374681436996257 [0.706215,0.763819] precision 0.7408548057259714 [0.730061,0.75] precision 0.7613037037037037 [0.773333,0.751111] precision 0.8063617983506252 [0.776536,0.831633] precision 0.7354874406760041 [0.723926,0.745283] precision 0.7549132498427404 [0.729885,0.776119] precision 0.7545697563631414 [0.753165,0.75576] precision 0.7435220779220779 [0.727273,0.757143] precision 0.7838593023255813 [0.78125,0.786047] precision 0.7273591455273698 [0.714286,0.738318] predictive_accuracy 0.7367021276595744 predictive_accuracy 0.7413333333333334 predictive_accuracy 0.76 predictive_accuracy 0.8053333333333333 predictive_accuracy 0.736 predictive_accuracy 0.7546666666666667 predictive_accuracy 0.7546666666666667 predictive_accuracy 0.7440000000000001 predictive_accuracy 0.784 predictive_accuracy 0.728 prior_entropy 0.9948474345210087 prior_entropy 0.9948474345210087 prior_entropy 0.9948474345210087 prior_entropy 0.9948474345210087 prior_entropy 0.9948474345210087 prior_entropy 0.9948474345210087 prior_entropy 0.9948474345210087 prior_entropy 0.9948474345210087 prior_entropy 0.9948474345210087 prior_entropy 0.9948474345210087 recall 0.7367021276595744 [0.726744,0.745098] recall 0.7413333333333333 [0.69186,0.783251] recall 0.76 [0.674419,0.832512] recall 0.8053333333333333 [0.80814,0.802956] recall 0.736 [0.686047,0.778325] recall 0.7546666666666667 [0.738372,0.768473] recall 0.7546666666666667 [0.69186,0.807882] recall 0.744 [0.701754,0.779412] recall 0.784 [0.730994,0.828431] recall 0.728 [0.672515,0.77451] relative_absolute_error 0.6309520042360596 relative_absolute_error 0.6182237427919928 relative_absolute_error 0.5766003187443952 relative_absolute_error 0.5477691386386572 relative_absolute_error 0.6211578081919922 relative_absolute_error 0.608490768865687 relative_absolute_error 0.5833717014241931 relative_absolute_error 0.6026215482195341 relative_absolute_error 0.5610489403426903 relative_absolute_error 0.6182978817726422 root_mean_prior_squared_error 0.4981860380352768 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4980633721845164 root_mean_prior_squared_error 0.4980633721845164 root_mean_prior_squared_error 0.4980633721845164 root_mean_squared_error 0.4339140842453168 root_mean_squared_error 0.4259101053018052 root_mean_squared_error 0.41230924216648085 root_mean_squared_error 0.39226943701388206 root_mean_squared_error 0.4372547629458822 root_mean_squared_error 0.43105720161715916 root_mean_squared_error 0.4242170731547599 root_mean_squared_error 0.42998078117504784 root_mean_squared_error 0.4082990565095683 root_mean_squared_error 0.43505818199801405 root_relative_squared_error 0.8709880468681284 root_relative_squared_error 0.8547443959386999 root_relative_squared_error 0.8274492897645697 root_relative_squared_error 0.7872320914951143 root_relative_squared_error 0.8775116006244086 root_relative_squared_error 0.8650739271616982 root_relative_squared_error 0.8513467077368537 root_relative_squared_error 0.8633053647152231 root_relative_squared_error 0.8197733045872458 root_relative_squared_error 0.8734996514396144 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 640.625 usercpu_time_millis 656.25 usercpu_time_millis 625 usercpu_time_millis 656.25 usercpu_time_millis 640.625 usercpu_time_millis 593.75 usercpu_time_millis 656.25 usercpu_time_millis 609.375 usercpu_time_millis 718.75 usercpu_time_millis 593.75 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 640.625 usercpu_time_millis_training 656.25 usercpu_time_millis_training 609.375 usercpu_time_millis_training 656.25 usercpu_time_millis_training 640.625 usercpu_time_millis_training 593.75 usercpu_time_millis_training 656.25 usercpu_time_millis_training 593.75 usercpu_time_millis_training 718.75 usercpu_time_millis_training 593.75