220 1 Jan van Rijn 36 Supervised Classification 70 weka.SMO_PolyKernel(1) 13 weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -C 250007 -E 1.0" C 250007 71 E 1.0 71 C 1.0 70 K weka.classifiers.functions.supportVector.PolyKernel 70 L 0.001 70 N 0 70 P 1.0E-12 70 V -1 70 W 1 70 36 segment https://www.openml.org/data/download/36/dataset_36_segment.arff -1 501 description https://api.openml.org/data/download/501/weka_generated_run9114346254142369390.xml -1 502 predictions https://api.openml.org/data/download/502/weka_generated_predictions2190329210184190848.arff area_under_roc_curve 0.977512 [0.995373,1,0.97082,0.956486,0.92313,0.999495,0.997278] average_cost 0 f_measure 0.927315 [0.98626,1,0.844702,0.917044,0.750789,0.996979,0.995434] kappa 0.915657 kb_relative_information_score 800.790432 mean_absolute_error 0.205389 mean_prior_absolute_error 0.244898 number_of_instances 2310 [330,330,330,330,330,330,330] os_information [ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ] precision 0.927745 [0.993846,1,0.810585,0.912913,0.782895,0.993976,1] predictive_accuracy 0.927706 prior_entropy 2.807355 recall 0.927706 [0.978788,1,0.881818,0.921212,0.721212,1,0.990909] relative_absolute_error 0.838672 root_mean_prior_squared_error 0.349927 root_mean_squared_error 0.302825 root_relative_squared_error 0.865395 scimark_benchmark 2001.1708536876918 [ 1262.1133708514062, 1625.4366595642725, 924.8422150318899, 1702.2338083993936, 4491.228214591498 ] total_cost 0 area_under_roc_curve 0.974135 [1,1,0.977196,0.920416,0.921335,1,1] area_under_roc_curve 0.970823 [1,1,0.957377,0.93266,0.905724,1,1] area_under_roc_curve 0.971042 [0.990129,1,0.956152,0.944827,0.906183,1,1] area_under_roc_curve 0.982301 [1,1,0.967478,0.977655,0.930976,1,1] area_under_roc_curve 0.986871 [1,1,0.985996,0.979875,0.942225,1,1] area_under_roc_curve 0.983362 [1,1,0.975436,0.973294,0.937328,0.997475,1] area_under_roc_curve 0.98111 [0.993343,1,0.970386,0.95225,0.951791,1,1] area_under_roc_curve 0.976518 [1,1,0.977961,0.959826,0.921028,0.997475,0.979339] area_under_roc_curve 0.972157 [0.985614,1,0.972146,0.956076,0.891261,1,1] area_under_roc_curve 0.97877 [0.986838,1,0.967172,0.969008,0.928375,1,1] 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 0.105 build_cpu_time 0.101 build_cpu_time 0.101 build_cpu_time 0.099 build_cpu_time 0.098 build_cpu_time 0.097 build_cpu_time 0.097 build_cpu_time 0.099 build_cpu_time 0.099 build_cpu_time 0.106 f_measure 0.9299 [1,1,0.861111,0.90625,0.741935,1,1] f_measure 0.90388 [0.985075,1,0.753623,0.878788,0.709677,1,1] f_measure 0.903144 [0.953846,1,0.816901,0.895522,0.655738,1,1] f_measure 0.938702 [1,1,0.848485,0.941176,0.78125,1,1] f_measure 0.951333 [1,1,0.914286,0.925373,0.819672,1,1] f_measure 0.938865 [1,1,0.864865,0.9375,0.8,0.985075,0.984615] f_measure 0.940769 [0.984615,1,0.852459,0.9375,0.810811,1,1] f_measure 0.926386 [1,1,0.861538,0.911765,0.757576,0.985075,0.96875] f_measure 0.907255 [0.96875,1,0.84058,0.885714,0.655738,1,1] f_measure 0.931119 [0.96875,1,0.833333,0.953846,0.761905,1,1] kappa 0.919192 kappa 0.888889 kappa 0.888889 kappa 0.929293 kappa 0.944444 kappa 0.929293 kappa 0.929293 kappa 0.914141 kappa 0.893939 kappa 0.919192 kb_relative_information_score 79.99709 kb_relative_information_score 79.468087 kb_relative_information_score 79.353414 kb_relative_information_score 80.480157 kb_relative_information_score 81.253099 kb_relative_information_score 80.59483 kb_relative_information_score 80.136138 kb_relative_information_score 79.586738 kb_relative_information_score 79.709621 kb_relative_information_score 80.21126 mean_absolute_error 0.205377 mean_absolute_error 0.205731 mean_absolute_error 0.20579 mean_absolute_error 0.205142 mean_absolute_error 0.204729 mean_absolute_error 0.205083 mean_absolute_error 0.205318 mean_absolute_error 0.20579 mean_absolute_error 0.205613 mean_absolute_error 0.205318 mean_prior_absolute_error 0.244898 mean_prior_absolute_error 0.244898 mean_prior_absolute_error 0.244898 mean_prior_absolute_error 0.244898 mean_prior_absolute_error 0.244898 mean_prior_absolute_error 0.244898 mean_prior_absolute_error 0.244898 mean_prior_absolute_error 0.244898 mean_prior_absolute_error 0.244898 mean_prior_absolute_error 0.244898 number_of_instances 231 [33,33,33,33,33,33,33] number_of_instances 231 [33,33,33,33,33,33,33] number_of_instances 231 [33,33,33,33,33,33,33] number_of_instances 231 [33,33,33,33,33,33,33] number_of_instances 231 [33,33,33,33,33,33,33] number_of_instances 231 [33,33,33,33,33,33,33] number_of_instances 231 [33,33,33,33,33,33,33] number_of_instances 231 [33,33,33,33,33,33,33] number_of_instances 231 [33,33,33,33,33,33,33] number_of_instances 231 [33,33,33,33,33,33,33] precision 0.931923 [1,1,0.794872,0.935484,0.793103,1,1] precision 0.904317 [0.970588,1,0.722222,0.878788,0.758621,1,1] precision 0.904078 [0.96875,1,0.763158,0.882353,0.714286,1,1] precision 0.93846 [1,1,0.848485,0.914286,0.806452,1,1] precision 0.952784 [1,1,0.864865,0.911765,0.892857,1,1] precision 0.943958 [1,1,0.780488,0.967742,0.888889,0.970588,1] precision 0.94686 [1,1,0.928571,0.967742,0.731707,1,1] precision 0.926983 [1,1,0.875,0.885714,0.757576,0.970588,1] precision 0.90824 [1,1,0.805556,0.837838,0.714286,1,1] precision 0.933997 [1,1,0.769231,0.96875,0.8,1,1] predictive_accuracy 0.930736 predictive_accuracy 0.904762 predictive_accuracy 0.904762 predictive_accuracy 0.939394 predictive_accuracy 0.952381 predictive_accuracy 0.939394 predictive_accuracy 0.939394 predictive_accuracy 0.926407 predictive_accuracy 0.909091 predictive_accuracy 0.930736 prior_entropy 2.807355 prior_entropy 2.807355 prior_entropy 2.807355 prior_entropy 2.807355 prior_entropy 2.807355 prior_entropy 2.807355 prior_entropy 2.807355 prior_entropy 2.807355 prior_entropy 2.807355 prior_entropy 2.807355 recall 0.930736 [1,1,0.939394,0.878788,0.69697,1,1] recall 0.904762 [1,1,0.787879,0.878788,0.666667,1,1] recall 0.904762 [0.939394,1,0.878788,0.909091,0.606061,1,1] recall 0.939394 [1,1,0.848485,0.969697,0.757576,1,1] recall 0.952381 [1,1,0.969697,0.939394,0.757576,1,1] recall 0.939394 [1,1,0.969697,0.909091,0.727273,1,0.969697] recall 0.939394 [0.969697,1,0.787879,0.909091,0.909091,1,1] recall 0.926407 [1,1,0.848485,0.939394,0.757576,1,0.939394] recall 0.909091 [0.939394,1,0.878788,0.939394,0.606061,1,1] recall 0.930736 [0.939394,1,0.909091,0.939394,0.727273,1,1] relative_absolute_error 0.838624 relative_absolute_error 0.840067 relative_absolute_error 0.840308 relative_absolute_error 0.837662 relative_absolute_error 0.835979 relative_absolute_error 0.837422 relative_absolute_error 0.838384 relative_absolute_error 0.840308 relative_absolute_error 0.839586 relative_absolute_error 0.838384 root_mean_prior_squared_error 0.349927 root_mean_prior_squared_error 0.349927 root_mean_prior_squared_error 0.349927 root_mean_prior_squared_error 0.349927 root_mean_prior_squared_error 0.349927 root_mean_prior_squared_error 0.349927 root_mean_prior_squared_error 0.349927 root_mean_prior_squared_error 0.349927 root_mean_prior_squared_error 0.349927 root_mean_prior_squared_error 0.349927 root_mean_squared_error 0.302734 root_mean_squared_error 0.303253 root_mean_squared_error 0.303502 root_mean_squared_error 0.302396 root_mean_squared_error 0.301621 root_mean_squared_error 0.302438 root_mean_squared_error 0.30267 root_mean_squared_error 0.303706 root_mean_squared_error 0.303276 root_mean_squared_error 0.302651 root_relative_squared_error 0.865136 root_relative_squared_error 0.866617 root_relative_squared_error 0.86733 root_relative_squared_error 0.864169 root_relative_squared_error 0.861953 root_relative_squared_error 0.864288 root_relative_squared_error 0.86495 root_relative_squared_error 0.867911 root_relative_squared_error 0.866683 root_relative_squared_error 0.864897 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