224 1 Jan van Rijn 12 Supervised Classification 60 weka.J48(1) 5 weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 60 M 2 60 12 mfeat-factors https://www.openml.org/data/download/12/dataset_12_mfeat-factors.arff -1 509 description https://api.openml.org/data/download/509/weka_generated_run880662116792048911.xml -1 510 predictions https://api.openml.org/data/download/510/weka_generated_predictions7373166989571791931.arff area_under_roc_curve 0.945686 [0.981933,0.914939,0.973039,0.91356,0.964976,0.905937,0.957429,0.967125,0.926504,0.951419] average_cost 0 f_measure 0.889704 [0.950495,0.841584,0.932668,0.798054,0.939086,0.826531,0.929648,0.921519,0.86802,0.889435] kappa 0.877222 kb_relative_information_score 1769.515364 mean_absolute_error 0.023585 mean_prior_absolute_error 0.18 number_of_instances 2000 [200,200,200,200,200,200,200,200,200,200] os_information [ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ] precision 0.890298 [0.941176,0.833333,0.930348,0.777251,0.953608,0.84375,0.934343,0.933333,0.881443,0.874396] predictive_accuracy 0.8895 prior_entropy 3.321928 recall 0.8895 [0.96,0.85,0.935,0.82,0.925,0.81,0.925,0.91,0.855,0.905] relative_absolute_error 0.131029 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.142748 root_relative_squared_error 0.475826 scimark_benchmark 2011.715784794166 [ 1253.4966904647576, 1637.1751301805898, 932.0675956790141, 1711.1226429725502, 4524.716864673918 ] total_cost 0 area_under_roc_curve 0.935764 [0.975,0.894167,0.995278,0.816111,0.97125,0.866111,0.969722,0.995972,0.89125,0.982778] area_under_roc_curve 0.959514 [1,0.915417,0.938611,0.916389,0.967222,0.913889,0.985694,0.984861,0.974306,0.99875] area_under_roc_curve 0.938444 [0.95,0.887778,0.991667,0.9475,1,0.885833,1,0.891111,0.915833,0.914722] area_under_roc_curve 0.948333 [0.969722,0.914583,0.997222,0.926667,0.942778,0.90375,0.967361,0.947222,0.972778,0.94125] area_under_roc_curve 0.944486 [0.994444,0.935556,0.972083,0.961389,0.87125,0.931667,0.943611,0.968889,0.893333,0.972639] area_under_roc_curve 0.941903 [0.991667,0.923611,0.944861,0.877361,0.913889,0.93625,0.967361,0.996667,0.945833,0.921528] area_under_roc_curve 0.956056 [0.966528,0.916667,0.996944,0.991944,0.994583,0.938056,0.925,0.994444,0.922917,0.913472] area_under_roc_curve 0.939347 [0.974583,0.909583,0.898333,0.921806,1,0.877917,0.969444,0.946944,0.905972,0.988889] area_under_roc_curve 0.929319 [0.996944,0.913194,0.988889,0.847778,1,0.842083,0.925,0.961528,0.905833,0.911944] area_under_roc_curve 0.967639 [0.996944,0.943611,1,0.929861,0.994444,0.977778,0.924306,0.9975,0.941806,0.970139] 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 0.597 build_cpu_time 0.58 build_cpu_time 0.558 build_cpu_time 0.577 build_cpu_time 0.583 build_cpu_time 0.56 build_cpu_time 0.599 build_cpu_time 0.563 build_cpu_time 0.579 build_cpu_time 0.625 f_measure 0.866999 [0.974359,0.780488,0.904762,0.685714,0.95,0.810811,0.95,0.904762,0.8,0.909091] f_measure 0.900125 [1,0.871795,0.871795,0.744186,0.95,0.833333,0.930233,0.923077,0.95,0.926829] f_measure 0.880255 [0.947368,0.780488,0.952381,0.818182,0.97561,0.8,1,0.857143,0.829268,0.842105] f_measure 0.90041 [0.95,0.85,0.952381,0.780488,0.918919,0.85,0.926829,0.923077,0.974359,0.878049] f_measure 0.880516 [0.909091,0.857143,0.947368,0.826087,0.810811,0.842105,0.9,0.923077,0.842105,0.947368] f_measure 0.880906 [0.952381,0.818182,0.9,0.833333,0.888889,0.818182,0.926829,0.918919,0.923077,0.829268] f_measure 0.899648 [0.9,0.871795,0.95,0.904762,0.926829,0.85,0.918919,0.952381,0.871795,0.85] f_measure 0.890246 [0.95,0.894737,0.888889,0.809524,1,0.8,0.926829,0.923077,0.820513,0.888889] f_measure 0.869936 [0.95,0.809524,0.952381,0.727273,1,0.764706,0.918919,0.904762,0.8,0.871795] f_measure 0.92407 [0.97561,0.894737,1,0.842105,0.952381,0.883721,0.894737,0.97561,0.871795,0.95] kappa 0.855556 kappa 0.888889 kappa 0.866667 kappa 0.888889 kappa 0.866667 kappa 0.866667 kappa 0.888889 kappa 0.877778 kappa 0.855556 kappa 0.916667 kb_relative_information_score 172.135608 kb_relative_information_score 178.967747 kb_relative_information_score 176.126757 kb_relative_information_score 179.237334 kb_relative_information_score 174.753804 kb_relative_information_score 175.149763 kb_relative_information_score 180.760058 kb_relative_information_score 176.429309 kb_relative_information_score 172.363246 kb_relative_information_score 183.591739 mean_absolute_error 0.027797 mean_absolute_error 0.022648 mean_absolute_error 0.023604 mean_absolute_error 0.020816 mean_absolute_error 0.026069 mean_absolute_error 0.025368 mean_absolute_error 0.02018 mean_absolute_error 0.024073 mean_absolute_error 0.02787 mean_absolute_error 0.017427 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] precision 0.870486 [1,0.761905,0.863636,0.8,0.95,0.882353,0.95,0.863636,0.8,0.833333] precision 0.904432 [1,0.894737,0.894737,0.695652,0.95,0.9375,0.869565,0.947368,0.95,0.904762] precision 0.887179 [1,0.761905,0.909091,0.75,0.952381,0.8,1,1,0.809524,0.888889] precision 0.903027 [0.95,0.85,0.909091,0.761905,1,0.85,0.904762,0.947368,1,0.857143] precision 0.888978 [0.833333,0.818182,1,0.730769,0.882353,0.888889,0.9,0.947368,0.888889,1] precision 0.890825 [0.909091,0.75,0.9,0.9375,1,0.75,0.904762,1,0.947368,0.809524] precision 0.901696 [0.9,0.894737,0.95,0.863636,0.904762,0.85,1,0.909091,0.894737,0.85] precision 0.896141 [0.95,0.944444,1,0.772727,1,0.8,0.904762,0.947368,0.842105,0.8] precision 0.878543 [0.95,0.772727,0.909091,0.666667,1,0.928571,1,0.863636,0.8,0.894737] precision 0.926245 [0.952381,0.944444,1,0.888889,0.909091,0.826087,0.944444,0.952381,0.894737,0.95] predictive_accuracy 0.87 predictive_accuracy 0.9 predictive_accuracy 0.88 predictive_accuracy 0.9 predictive_accuracy 0.88 predictive_accuracy 0.88 predictive_accuracy 0.9 predictive_accuracy 0.89 predictive_accuracy 0.87 predictive_accuracy 0.925 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 recall 0.87 [0.95,0.8,0.95,0.6,0.95,0.75,0.95,0.95,0.8,1] recall 0.9 [1,0.85,0.85,0.8,0.95,0.75,1,0.9,0.95,0.95] recall 0.88 [0.9,0.8,1,0.9,1,0.8,1,0.75,0.85,0.8] recall 0.9 [0.95,0.85,1,0.8,0.85,0.85,0.95,0.9,0.95,0.9] recall 0.88 [1,0.9,0.9,0.95,0.75,0.8,0.9,0.9,0.8,0.9] recall 0.88 [1,0.9,0.9,0.75,0.8,0.9,0.95,0.85,0.9,0.85] recall 0.9 [0.9,0.85,0.95,0.95,0.95,0.85,0.85,1,0.85,0.85] recall 0.89 [0.95,0.85,0.8,0.85,1,0.8,0.95,0.9,0.8,1] recall 0.87 [0.95,0.85,1,0.8,1,0.65,0.85,0.95,0.8,0.85] recall 0.925 [1,0.85,1,0.8,1,0.95,0.85,1,0.85,0.95] relative_absolute_error 0.15443 relative_absolute_error 0.125822 relative_absolute_error 0.131136 relative_absolute_error 0.115646 relative_absolute_error 0.144828 relative_absolute_error 0.140931 relative_absolute_error 0.112108 relative_absolute_error 0.133741 relative_absolute_error 0.154832 relative_absolute_error 0.096819 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.155323 root_mean_squared_error 0.13497 root_mean_squared_error 0.146377 root_mean_squared_error 0.135886 root_mean_squared_error 0.14913 root_mean_squared_error 0.149173 root_mean_squared_error 0.129679 root_mean_squared_error 0.144443 root_mean_squared_error 0.157426 root_mean_squared_error 0.120746 root_relative_squared_error 0.517745 root_relative_squared_error 0.4499 root_relative_squared_error 0.487922 root_relative_squared_error 0.452954 root_relative_squared_error 0.497101 root_relative_squared_error 0.497245 root_relative_squared_error 0.432262 root_relative_squared_error 0.481478 root_relative_squared_error 0.524754 root_relative_squared_error 0.402486 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