10415997 1 Jan van Rijn 3954 Supervised Classification 16360 sklearn.svm.classes.SVC(32) 8253740 C 9914.14367032479 16360 cache_size 200 16360 class_weight null 16360 coef0 0.0 16360 decision_function_shape "ovr" 16360 degree 3 16360 gamma 2.8904366750081776 16360 kernel "rbf" 16360 max_iter -1 16360 probability false 16360 random_state 12630 16360 shrinking false 16360 tol 0.043246006890426326 16360 verbose false 16360 openml-python Sklearn_0.21.2. 1120 MagicTelescope https://www.openml.org/data/download/54003/MagicTelescope.arff -1 21753803 description https://api.openml.org/data/download/21753803/description.xml -1 21753804 predictions https://api.openml.org/data/download/21753804/predictions.arff area_under_roc_curve 0.5158492822966506 [0.515849,0.515849] average_cost 0 f_measure 0.5351398682315712 [0.792036,0.061449] kappa 0.04072176657786667 kb_relative_information_score 0.22370557005384484 mean_absolute_error 0.34048370136698214 mean_prior_absolute_error 0.45597723417494307 number_of_instances 19020 [12332,6688] precision 0.776752179643895 [0.655678,1] predictive_accuracy 0.6595162986330179 prior_entropy 0.9355152453166837 recall 0.6595162986330179 [1,0.031699] relative_absolute_error 0.7467120633403158 root_mean_prior_squared_error 0.47747911240123586 root_mean_squared_error 0.5835098125712901 root_relative_squared_error 1.2220635362180081 total_cost 0 area_under_roc_curve 0.5202095808383234 [0.52021,0.52021] area_under_roc_curve 0.5127245508982036 [0.512725,0.512725] area_under_roc_curve 0.5142002989536621 [0.5142,0.5142] area_under_roc_curve 0.5171898355754858 [0.51719,0.51719] area_under_roc_curve 0.5164424514200299 [0.516442,0.516442] area_under_roc_curve 0.5186846038863976 [0.518685,0.518685] area_under_roc_curve 0.5194319880418535 [0.519432,0.519432] area_under_roc_curve 0.5112107623318386 [0.511211,0.511211] area_under_roc_curve 0.5134529147982063 [0.513453,0.513453] area_under_roc_curve 0.5149476831091181 [0.514948,0.514948] 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 0.5423141136789772 [0.793824,0.077698] f_measure 0.5308069434782465 [0.791279,0.049635] f_measure 0.5324636339202278 [0.791399,0.055233] f_measure 0.5370770684159193 [0.792416,0.066474] f_measure 0.5359278425301931 [0.792162,0.063676] f_measure 0.5393673295305316 [0.792926,0.072046] f_measure 0.5405083894505942 [0.793181,0.07482] f_measure 0.5278056446016766 [0.790385,0.04386] f_measure 0.5313033454135969 [0.791145,0.052402] f_measure 0.5336211378418604 [0.791653,0.058055] kappa 0.051823819545223235 kappa 0.03277407944956802 kappa 0.036514712965084545 kappa 0.04412444278479241 kappa 0.04222451562288409 kappa 0.04791929970199105 kappa 0.04981423383694536 kappa 0.028878177653490114 kappa 0.03460809767735614 kappa 0.03841965291442511 kb_relative_information_score 0.23131210507037786 kb_relative_information_score 0.21932009422904117 kb_relative_information_score 0.22090592482517807 kb_relative_information_score 0.22570034990317733 kb_relative_information_score 0.22450174363367745 kb_relative_information_score 0.22809756244217685 kb_relative_information_score 0.2292961687116765 kb_relative_information_score 0.21611149974717883 kb_relative_information_score 0.2197073185556783 kb_relative_information_score 0.22210453109467804 mean_absolute_error 0.3370136698212408 mean_absolute_error 0.3422712933753943 mean_absolute_error 0.34174553101997895 mean_absolute_error 0.33964248159831756 mean_absolute_error 0.3401682439537329 mean_absolute_error 0.33859095688748686 mean_absolute_error 0.3380651945320715 mean_absolute_error 0.3438485804416404 mean_absolute_error 0.3422712933753943 mean_absolute_error 0.3412197686645636 mean_prior_absolute_error 0.455852435405734 mean_prior_absolute_error 0.455852435405734 mean_prior_absolute_error 0.45600843386719786 mean_prior_absolute_error 0.45600843386719786 mean_prior_absolute_error 0.45600843386719786 mean_prior_absolute_error 0.45600843386719786 mean_prior_absolute_error 0.45600843386719786 mean_prior_absolute_error 0.45600843386719786 mean_prior_absolute_error 0.45600843386719786 mean_prior_absolute_error 0.45600843386719786 number_of_instances 1902 [1234,668] number_of_instances 1902 [1234,668] number_of_instances 1902 [1233,669] number_of_instances 1902 [1233,669] number_of_instances 1902 [1233,669] number_of_instances 1902 [1233,669] number_of_instances 1902 [1233,669] number_of_instances 1902 [1233,669] number_of_instances 1902 [1233,669] number_of_instances 1902 [1233,669] precision 0.7782000701016474 [0.658133,1] precision 0.7759348668301131 [0.654642,1] precision 0.7762229210049739 [0.654806,1] precision 0.7771265674237756 [0.6562,1] precision 0.7769002953218337 [0.655851,1] precision 0.7775798349268667 [0.656899,1] precision 0.7778068310991235 [0.657249,1] precision 0.7753231056255736 [0.653418,1] precision 0.7759976089533646 [0.654459,1] precision 0.7764484724955328 [0.655154,1] predictive_accuracy 0.6629863301787592 predictive_accuracy 0.6577287066246056 predictive_accuracy 0.6582544689800209 predictive_accuracy 0.6603575184016824 predictive_accuracy 0.6598317560462671 predictive_accuracy 0.6614090431125131 predictive_accuracy 0.6619348054679286 predictive_accuracy 0.6561514195583596 predictive_accuracy 0.6577287066246056 predictive_accuracy 0.6587802313354364 prior_entropy 0.9351439892378896 prior_entropy 0.9351439892378896 prior_entropy 0.9356080593363955 prior_entropy 0.9356080593363955 prior_entropy 0.9356080593363955 prior_entropy 0.9356080593363955 prior_entropy 0.9356080593363955 prior_entropy 0.9356080593363955 prior_entropy 0.9356080593363955 prior_entropy 0.9356080593363955 recall 0.6629863301787592 [1,0.040419] recall 0.6577287066246057 [1,0.025449] recall 0.658254468980021 [1,0.028401] recall 0.6603575184016824 [1,0.03438] recall 0.6598317560462671 [1,0.032885] recall 0.6614090431125131 [1,0.037369] recall 0.6619348054679285 [1,0.038864] recall 0.6561514195583596 [1,0.022422] recall 0.6577287066246057 [1,0.026906] recall 0.6587802313354364 [1,0.029895] relative_absolute_error 0.7393043091264389 relative_absolute_error 0.750837917693154 relative_absolute_error 0.7494280930766832 relative_absolute_error 0.7448162278885191 relative_absolute_error 0.7459691941855603 relative_absolute_error 0.7425102952944371 relative_absolute_error 0.741357328997396 relative_absolute_error 0.7540399582648476 relative_absolute_error 0.7505810593737244 relative_absolute_error 0.7482751267796423 root_mean_prior_squared_error 0.4773484094561718 root_mean_prior_squared_error 0.4773484094561718 root_mean_prior_squared_error 0.4775117825476151 root_mean_prior_squared_error 0.4775117825476151 root_mean_prior_squared_error 0.4775117825476151 root_mean_prior_squared_error 0.4775117825476151 root_mean_prior_squared_error 0.4775117825476151 root_mean_prior_squared_error 0.4775117825476151 root_mean_prior_squared_error 0.4775117825476151 root_mean_prior_squared_error 0.4775117825476151 root_mean_squared_error 0.5805287846620879 root_mean_squared_error 0.5850395656495331 root_mean_squared_error 0.5845900538154741 root_mean_squared_error 0.5827885393505242 root_mean_squared_error 0.5832394396418447 root_mean_squared_error 0.5818856905677324 root_mean_squared_error 0.5814337404486185 root_mean_squared_error 0.5863860336345337 root_mean_squared_error 0.5850395656495331 root_mean_squared_error 0.5841401960698849 root_relative_squared_error 1.2161531769289151 root_relative_squared_error 1.2256028386394968 root_relative_squared_error 1.224242155233482 root_relative_squared_error 1.220469443164811 root_relative_squared_error 1.2214137136682839 root_relative_squared_error 1.2185787070284693 root_relative_squared_error 1.2176322379870088 root_relative_squared_error 1.2280032767067108 root_relative_squared_error 1.2251835180448052 root_relative_squared_error 1.2233000680179809 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 42847.194362000664 usercpu_time_millis 42769.86196800044 usercpu_time_millis 42705.00342899959 usercpu_time_millis 42777.67166199919 usercpu_time_millis 42804.063872999905 usercpu_time_millis 42821.848472000056 usercpu_time_millis 42868.82598799912 usercpu_time_millis 42704.060666998885 usercpu_time_millis 43066.269981000005 usercpu_time_millis 42911.72497000025 usercpu_time_millis_testing 1090.3185400002258 usercpu_time_millis_testing 1090.26045399969 usercpu_time_millis_testing 1089.5984319995478 usercpu_time_millis_testing 1089.6999759997925 usercpu_time_millis_testing 1089.7999540002274 usercpu_time_millis_testing 1090.0805249993937 usercpu_time_millis_testing 1090.3597489996173 usercpu_time_millis_testing 1089.7110239993708 usercpu_time_millis_testing 1090.7732499999838 usercpu_time_millis_testing 1091.4048320000802 usercpu_time_millis_training 41756.87582200044 usercpu_time_millis_training 41679.60151400075 usercpu_time_millis_training 41615.40499700004 usercpu_time_millis_training 41687.9716859994 usercpu_time_millis_training 41714.26391899968 usercpu_time_millis_training 41731.76794700066 usercpu_time_millis_training 41778.4662389995 usercpu_time_millis_training 41614.349642999514 usercpu_time_millis_training 41975.49673100002 usercpu_time_millis_training 41820.32013800017 wall_clock_time_millis 42850.73280334473 wall_clock_time_millis 42771.596908569336 wall_clock_time_millis 42711.31348609924 wall_clock_time_millis 42777.54282951355 wall_clock_time_millis 42803.996324539185 wall_clock_time_millis 42821.72727584839 wall_clock_time_millis 42868.72601509094 wall_clock_time_millis 42705.27935028076 wall_clock_time_millis 43066.20407104492 wall_clock_time_millis 42911.77201271057 wall_clock_time_millis_testing 1090.374231338501 wall_clock_time_millis_testing 1090.33203125 wall_clock_time_millis_testing 1089.6096229553223 wall_clock_time_millis_testing 1089.7033214569092 wall_clock_time_millis_testing 1089.8106098175049 wall_clock_time_millis_testing 1090.0914669036865 wall_clock_time_millis_testing 1090.37184715271 wall_clock_time_millis_testing 1089.7483825683594 wall_clock_time_millis_testing 1090.785264968872 wall_clock_time_millis_testing 1091.444969177246 wall_clock_time_millis_training 41760.358572006226 wall_clock_time_millis_training 41681.264877319336 wall_clock_time_millis_training 41621.70386314392 wall_clock_time_millis_training 41687.83950805664 wall_clock_time_millis_training 41714.18571472168 wall_clock_time_millis_training 41731.6358089447 wall_clock_time_millis_training 41778.35416793823 wall_clock_time_millis_training 41615.5309677124 wall_clock_time_millis_training 41975.41880607605 wall_clock_time_millis_training 41820.327043533325