10435179 9307 chimi wangmo 1767 Supervised Classification predictive_accuracy 17476 weka.classifiers.functions.Logistic(3) 8259112 weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 -num-decimal-places 4 C ["false"] 17476 R ["1.0E-8"] 17476 M ["-1"] 17476 output-debug-info ["false"] 17476 -do-not-check-capabilities ["false"] 17476 num-decimal-places ["4"] 17476 weka weka_3.9.4 3 kr-vs-kp https://www.openml.org/data/download/3/dataset_3_kr-vs-kp.arff -1 21793217 description https://api.openml.org/data/download/21793217/run9790206524579866518.xml -1 21793218 predictions https://api.openml.org/data/download/21793218/weka_generated_predictions9169751539173518389.arff area_under_roc_curve 0.993669460005501 [0.993669,0.993669] average_cost 0 f_measure 0.9707120567759571 [0.971986,0.96932] kappa 0.9413056944850048 kb_relative_information_score 0.9191138432065215 mean_absolute_error 0.042837564956195215 mean_prior_absolute_error 0.4990135809223591 weighted_recall 0.9707133917396746 [0.972918,0.968304] number_of_instances 15980 [8345,7635] os_information ['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1'] precision 0.9707126720609157 [0.971056,0.970337] predictive_accuracy 0.9707133917396746 prior_entropy 0.9985755392137179 relative_absolute_error 0.0858444871921437 root_mean_prior_squared_error 0.49950623821179313 root_mean_squared_error 0.15616818338261254 root_relative_squared_error 0.31264511118356936 scimark_benchmark 1015.7067974276613 [550.7548498692883, 908.084367131182, 509.8488744878553, 836.1850105181759, 2273.660885131805] total_cost 0 unweighted_recall 0.9706108893521566 [0.972918,0.968304] area_under_roc_curve 0.9931565219028965 [0.993157,0.993157] area_under_roc_curve 0.9933448960532408 [0.993345,0.993345] area_under_roc_curve 0.9928724559619322 [0.992872,0.992872] area_under_roc_curve 0.9934288171556995 [0.993429,0.993429] area_under_roc_curve 0.9946037152431704 [0.994604,0.994604] area_under_roc_curve 0.9926009056591927 [0.992601,0.992601] area_under_roc_curve 0.9957782465127375 [0.995778,0.995778] area_under_roc_curve 0.9957165616342676 [0.995717,0.995717] area_under_roc_curve 0.992932876056537 [0.992933,0.992933] area_under_roc_curve 0.9932546109709093 [0.993255,0.993255] 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 0.9624327755394203 [0.964371,0.960317] f_measure 0.9737278619325551 [0.974545,0.972833] f_measure 0.9737222591869356 [0.974699,0.972656] f_measure 0.9624487047418323 [0.964115,0.96063] f_measure 0.9749725992472515 [0.975962,0.97389] f_measure 0.9756026750002452 [0.976435,0.974692] f_measure 0.9712028959116348 [0.972619,0.969657] f_measure 0.9749606517507357 [0.97619,0.973615] f_measure 0.9699527821008826 [0.971429,0.968338] f_measure 0.9680715845832435 [0.969661,0.966337] kappa 0.924695577867977 kappa 0.9473868224042645 kappa 0.9473563665570643 kappa 0.9247452263294382 kappa 0.9498525860594583 kappa 0.9511311152757411 kappa 0.9422793032181872 kappa 0.9498072226715563 kappa 0.9397686672058673 kappa 0.9360017967053074 kb_relative_information_score 0.9071957476445666 kb_relative_information_score 0.9265197079640782 kb_relative_information_score 0.9200238400413718 kb_relative_information_score 0.9092476924691545 kb_relative_information_score 0.9224578306228992 kb_relative_information_score 0.9307222016016365 kb_relative_information_score 0.9145893390857005 kb_relative_information_score 0.9238847589984022 kb_relative_information_score 0.9182114602237209 kb_relative_information_score 0.9182879604380224 mean_absolute_error 0.048396190237797225 mean_absolute_error 0.03900316708385477 mean_absolute_error 0.042648341051314084 mean_absolute_error 0.04706068523153946 mean_absolute_error 0.041550567584480586 mean_absolute_error 0.0371625206508135 mean_absolute_error 0.045503730913642015 mean_absolute_error 0.04071321777221528 mean_absolute_error 0.04331823153942423 mean_absolute_error 0.04301899749687112 mean_prior_absolute_error 0.49902747414880555 mean_prior_absolute_error 0.49899968769593184 mean_prior_absolute_error 0.49902747414880555 mean_prior_absolute_error 0.49902747414880555 mean_prior_absolute_error 0.49899968769593184 mean_prior_absolute_error 0.4989996876959145 mean_prior_absolute_error 0.49902747414882287 mean_prior_absolute_error 0.4989996876959145 mean_prior_absolute_error 0.4989996876959145 mean_prior_absolute_error 0.49902747414882287 number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] precision 0.962606198925127 [0.955294,0.970588] precision 0.9740437344547941 [0.986503,0.960409] precision 0.9737762318192124 [0.979419,0.967617] precision 0.9624564306689729 [0.961814,0.963158] precision 0.9750040137854533 [0.979493,0.970091] precision 0.9757828869571823 [0.985366,0.965296] precision 0.9713016714155105 [0.965721,0.977394] precision 0.9750291957452532 [0.970414,0.98008] precision 0.9700193186665128 [0.96568,0.974768] precision 0.9681866398069424 [0.96222,0.9747] predictive_accuracy 0.9624530663329162 predictive_accuracy 0.9737171464330413 predictive_accuracy 0.9737171464330413 predictive_accuracy 0.9624530663329162 predictive_accuracy 0.9749687108886107 predictive_accuracy 0.9755944931163956 predictive_accuracy 0.9712140175219024 predictive_accuracy 0.9749687108886107 predictive_accuracy 0.969962453066333 predictive_accuracy 0.9680851063829787 prior_entropy 0.9986156529679617 prior_entropy 0.9985354254590528 prior_entropy 0.9986156529679617 prior_entropy 0.9986156529679617 prior_entropy 0.9985354254590528 prior_entropy 0.9985354254589971 prior_entropy 0.9986156529680176 prior_entropy 0.9985354254589971 prior_entropy 0.9985354254589971 prior_entropy 0.9986156529680176 relative_absolute_error 0.0969810135611209 relative_absolute_error 0.07816270840558434 relative_absolute_error 0.08546291188488096 relative_absolute_error 0.09430479817130547 relative_absolute_error 0.08326772262390601 relative_absolute_error 0.07447403589049933 relative_absolute_error 0.0911848210186352 relative_absolute_error 0.08158966583767788 relative_absolute_error 0.08681013757632236 relative_absolute_error 0.08620566947791283 root_mean_prior_squared_error 0.49952014497803465 root_mean_prior_squared_error 0.4994923310582485 root_mean_prior_squared_error 0.49952014497803465 root_mean_prior_squared_error 0.49952014497803465 root_mean_prior_squared_error 0.4994923310582485 root_mean_prior_squared_error 0.4994923310582313 root_mean_prior_squared_error 0.4995201449780518 root_mean_prior_squared_error 0.4994923310582313 root_mean_prior_squared_error 0.4994923310582313 root_mean_prior_squared_error 0.4995201449780518 root_mean_squared_error 0.16897398632602417 root_mean_squared_error 0.15229109864818477 root_mean_squared_error 0.15491927111710452 root_mean_squared_error 0.16787476945638133 root_mean_squared_error 0.15108383380569254 root_mean_squared_error 0.1449154822550381 root_mean_squared_error 0.1545699184415342 root_mean_squared_error 0.14779156791535786 root_mean_squared_error 0.16184095357575712 root_mean_squared_error 0.15557887427776607 root_relative_squared_error 0.33827261627947847 root_relative_squared_error 0.3048917654562054 root_relative_squared_error 0.31013618304406276 root_relative_squared_error 0.33607207065445427 root_relative_squared_error 0.30247478171606573 root_relative_squared_error 0.29012553996178114 root_relative_squared_error 0.3094368064942121 root_relative_squared_error 0.2958835576158789 root_relative_squared_error 0.3240108876804548 root_relative_squared_error 0.31145665663714517 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 unweighted_recall 0.9619414416111091 [0.973621,0.950262] unweighted_recall 0.97422873780617 [0.962874,0.985583] unweighted_recall 0.9738863359574121 [0.970024,0.977749] unweighted_recall 0.9622710208796313 [0.966427,0.958115] unweighted_recall 0.9750873089993015 [0.972455,0.97772] unweighted_recall 0.9759686393922509 [0.967665,0.984273] unweighted_recall 0.9708290958855952 [0.979616,0.962042] unweighted_recall 0.9746352642029179 [0.982036,0.967235] unweighted_recall 0.9696188226430493 [0.977246,0.961992] unweighted_recall 0.9676667043328688 [0.977218,0.958115] usercpu_time_millis 156.001 usercpu_time_millis 93.6006 usercpu_time_millis 124.8008 usercpu_time_millis 140.4009 usercpu_time_millis 124.8008 usercpu_time_millis 124.8008 usercpu_time_millis 93.6006 usercpu_time_millis 109.2007 usercpu_time_millis 109.2007 usercpu_time_millis 93.6006 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.6001 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 156.001 usercpu_time_millis_training 93.6006 usercpu_time_millis_training 109.2007 usercpu_time_millis_training 140.4009 usercpu_time_millis_training 124.8008 usercpu_time_millis_training 124.8008 usercpu_time_millis_training 93.6006 usercpu_time_millis_training 109.2007 usercpu_time_millis_training 109.2007 usercpu_time_millis_training 93.6006 wall_clock_time_millis 165 wall_clock_time_millis 110 wall_clock_time_millis 125 wall_clock_time_millis 136 wall_clock_time_millis 121 wall_clock_time_millis 124 wall_clock_time_millis 98 wall_clock_time_millis 112 wall_clock_time_millis 114 wall_clock_time_millis 98 wall_clock_time_millis_testing 5 wall_clock_time_millis_testing 4 wall_clock_time_millis_testing 3 wall_clock_time_millis_testing 3 wall_clock_time_millis_testing 3 wall_clock_time_millis_testing 3 wall_clock_time_millis_testing 3 wall_clock_time_millis_testing 3 wall_clock_time_millis_testing 4 wall_clock_time_millis_testing 4 wall_clock_time_millis_training 160 wall_clock_time_millis_training 106 wall_clock_time_millis_training 122 wall_clock_time_millis_training 133 wall_clock_time_millis_training 118 wall_clock_time_millis_training 121 wall_clock_time_millis_training 95 wall_clock_time_millis_training 109 wall_clock_time_millis_training 110 wall_clock_time_millis_training 94 weighted_recall 0.9624530663329162 [0.973621,0.950262] weighted_recall 0.9737171464330413 [0.962874,0.985583] weighted_recall 0.9737171464330413 [0.970024,0.977749] weighted_recall 0.9624530663329162 [0.966427,0.958115] weighted_recall 0.9749687108886108 [0.972455,0.97772] weighted_recall 0.9755944931163955 [0.967665,0.984273] weighted_recall 0.9712140175219024 [0.979616,0.962042] weighted_recall 0.9749687108886108 [0.982036,0.967235] weighted_recall 0.9699624530663329 [0.977246,0.961992] weighted_recall 0.9680851063829787 [0.977218,0.958115]