348 1 Jan van Rijn 27 Supervised Classification predictive_accuracy 58 weka.NaiveBayes(1) 3 weka.classifiers.bayes.NaiveBayes 27 colic https://www.openml.org/data/download/27/dataset_27_colic.arff -1 757 description https://api.openml.org/data/download/757/weka_generated_run5123656046972016707.xml -1 758 predictions https://api.openml.org/data/download/758/weka_generated_predictions8330613194376053505.arff area_under_roc_curve 0.838394 [0.838394,0.838394] average_cost 0 f_measure 0.79532 [0.831111,0.734266] kappa 0.566038 kb_relative_information_score 189.022681 mean_absolute_error 0.222359 mean_prior_absolute_error 0.466157 number_of_instances 368 [232,136] os_information [ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ] precision 0.799481 [0.857798,0.7] predictive_accuracy 0.793478 prior_entropy 0.950879 recall 0.793478 [0.806034,0.772059] relative_absolute_error 0.477004 root_mean_prior_squared_error 0.482688 root_mean_squared_error 0.416804 root_relative_squared_error 0.863507 scimark_benchmark 2010.105558931765 [ 1250.3517303573954, 1628.8715631974878, 932.472285236516, 1712.240345509162, 4526.591870358265 ] total_cost 0 area_under_roc_curve 0.782051 [0.782051,0.782051] area_under_roc_curve 0.871795 [0.871795,0.871795] area_under_roc_curve 0.903727 [0.903727,0.903727] area_under_roc_curve 0.940994 [0.940994,0.940994] area_under_roc_curve 0.881988 [0.881988,0.881988] area_under_roc_curve 0.909938 [0.909938,0.909938] area_under_roc_curve 0.798137 [0.798137,0.798137] area_under_roc_curve 0.726708 [0.726708,0.726708] area_under_roc_curve 0.799331 [0.799331,0.799331] area_under_roc_curve 0.785953 [0.785953,0.785953] 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 build_cpu_time 0.001 build_cpu_time 0 build_cpu_time 0.001 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0.001 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0.001 f_measure 0.808958 [0.857143,0.72] f_measure 0.78861 [0.809524,0.75] f_measure 0.839558 [0.863636,0.8] f_measure 0.86669 [0.883721,0.83871] f_measure 0.839558 [0.863636,0.8] f_measure 0.839558 [0.863636,0.8] f_measure 0.758248 [0.8,0.689655] f_measure 0.669958 [0.75,0.538462] f_measure 0.856305 [0.897959,0.782609] f_measure 0.673016 [0.714286,0.6] kappa 0.577488 kappa 0.571014 kappa 0.664653 kappa 0.724292 kappa 0.664653 kappa 0.664653 kappa 0.490046 kappa 0.290735 kappa 0.683099 kappa 0.322884 kb_relative_information_score 19.036008 kb_relative_information_score 18.148788 kb_relative_information_score 22.783596 kb_relative_information_score 25.30768 kb_relative_information_score 19.232344 kb_relative_information_score 22.052794 kb_relative_information_score 15.407371 kb_relative_information_score 12.062918 kb_relative_information_score 23.609505 kb_relative_information_score 11.381676 mean_absolute_error 0.217161 mean_absolute_error 0.227203 mean_absolute_error 0.179836 mean_absolute_error 0.150549 mean_absolute_error 0.225867 mean_absolute_error 0.191143 mean_absolute_error 0.270195 mean_absolute_error 0.304581 mean_absolute_error 0.154359 mean_absolute_error 0.303037 mean_prior_absolute_error 0.461432 mean_prior_absolute_error 0.461432 mean_prior_absolute_error 0.468444 mean_prior_absolute_error 0.468444 mean_prior_absolute_error 0.468444 mean_prior_absolute_error 0.468444 mean_prior_absolute_error 0.468444 mean_prior_absolute_error 0.468444 mean_prior_absolute_error 0.463964 mean_prior_absolute_error 0.463964 number_of_instances 37 [24,13] number_of_instances 37 [24,13] number_of_instances 37 [23,14] number_of_instances 37 [23,14] number_of_instances 37 [23,14] number_of_instances 37 [23,14] number_of_instances 37 [23,14] number_of_instances 37 [23,14] number_of_instances 36 [23,13] number_of_instances 36 [23,13] precision 0.808378 [0.84,0.75] precision 0.834519 [0.944444,0.631579] precision 0.846203 [0.904762,0.75] precision 0.879889 [0.95,0.764706] precision 0.846203 [0.904762,0.75] precision 0.846203 [0.904762,0.75] precision 0.760852 [0.818182,0.666667] precision 0.668288 [0.72,0.583333] precision 0.865598 [0.846154,0.9] precision 0.695562 [0.789474,0.529412] predictive_accuracy 0.810811 predictive_accuracy 0.783784 predictive_accuracy 0.837838 predictive_accuracy 0.864865 predictive_accuracy 0.837838 predictive_accuracy 0.837838 predictive_accuracy 0.756757 predictive_accuracy 0.675676 predictive_accuracy 0.861111 predictive_accuracy 0.666667 prior_entropy 0.950879 prior_entropy 0.950879 prior_entropy 0.950879 prior_entropy 0.950879 prior_entropy 0.950879 prior_entropy 0.950879 prior_entropy 0.950879 prior_entropy 0.950879 prior_entropy 0.950879 prior_entropy 0.950879 recall 0.810811 [0.875,0.692308] recall 0.783784 [0.708333,0.923077] recall 0.837838 [0.826087,0.857143] recall 0.864865 [0.826087,0.928571] recall 0.837838 [0.826087,0.857143] recall 0.837838 [0.826087,0.857143] recall 0.756757 [0.782609,0.714286] recall 0.675676 [0.782609,0.5] recall 0.861111 [0.956522,0.692308] recall 0.666667 [0.652174,0.692308] relative_absolute_error 0.470625 relative_absolute_error 0.492386 relative_absolute_error 0.383901 relative_absolute_error 0.321381 relative_absolute_error 0.482165 relative_absolute_error 0.408037 relative_absolute_error 0.576793 relative_absolute_error 0.650197 relative_absolute_error 0.332697 relative_absolute_error 0.653147 root_mean_prior_squared_error 0.477767 root_mean_prior_squared_error 0.477767 root_mean_prior_squared_error 0.48505 root_mean_prior_squared_error 0.48505 root_mean_prior_squared_error 0.48505 root_mean_prior_squared_error 0.48505 root_mean_prior_squared_error 0.48505 root_mean_prior_squared_error 0.48505 root_mean_prior_squared_error 0.48041 root_mean_prior_squared_error 0.48041 root_mean_squared_error 0.413571 root_mean_squared_error 0.413525 root_mean_squared_error 0.382427 root_mean_squared_error 0.306014 root_mean_squared_error 0.40525 root_mean_squared_error 0.365049 root_mean_squared_error 0.477501 root_mean_squared_error 0.502993 root_mean_squared_error 0.359857 root_mean_squared_error 0.498136 root_relative_squared_error 0.865632 root_relative_squared_error 0.865536 root_relative_squared_error 0.788427 root_relative_squared_error 0.630891 root_relative_squared_error 0.835479 root_relative_squared_error 0.7526 root_relative_squared_error 0.984435 root_relative_squared_error 1.036991 root_relative_squared_error 0.749062 root_relative_squared_error 1.036898 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