184324 2 Joaquin Vanschoren 2065 Supervised Classification predictive_accuracy 1078 weka.RandomTree(10) 1848 weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1 K 0 1078 M 1.0 1078 V 0.001 1078 S 1 1078 study_1 weka weka_3.7.12 171 primary-tumor https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff -1 609150 description https://api.openml.org/data/download/609150/weka_generated_run6016549660141536650.xml -1 609153 model_readable https://api.openml.org/data/download/609153/WekaModel_weka.classifiers.trees.RandomTree1226813959165209765.model -1 609152 model_serialized https://api.openml.org/data/download/609152/WekaSerialized_weka.classifiers.trees.RandomTree3079159620371125877.model -1 609151 predictions https://api.openml.org/data/download/609151/weka_generated_predictions4230394086637459725.arff area_under_roc_curve 0.674967 [0.764939,0.989263,0.439394,0.547692,0.56859,0.491124,0.475824,0.641892,0.0,0.744807,0.541169,0.721265,0.460843,0.561905,0.468843,0.488166,0.725684,0.806618,0.472973,0.497033,0.498521,0.778042] average_cost 0 f_measure 0.353204 [0.597701,0.809524,0,0.08,0.147059,0,0,0.333333,0,0,0.109091,0.25641,0,0.156863,0,0,0.235294,0.575758,0,0,0,0.604651] kappa 0.281272 kb_relative_information_score 101.210438 mean_absolute_error 0.06125 mean_prior_absolute_error 0.081209 number_of_instances 339 [84,20,9,14,39,1,14,6,0,2,28,16,7,24,2,1,10,29,6,2,1,24] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.348967 [0.577778,0.772727,0,0.090909,0.172414,0,0,0.333333,0,0,0.111111,0.217391,0,0.148148,0,0,0.285714,0.513514,0,0,0,0.684211] predictive_accuracy 0.362832 prior_entropy 3.754223 recall 0.362832 [0.619048,0.85,0,0.071429,0.128205,0,0,0.333333,0,0,0.107143,0.3125,0,0.166667,0,0,0.2,0.655172,0,0,0,0.541667] relative_absolute_error 0.754227 root_mean_prior_squared_error 0.201084 root_mean_squared_error 0.2189 root_relative_squared_error 1.088597 scimark_benchmark 1315.388146 [811.6522555978787, 965.8922322778279, 539.7043474713724, 1088.1858977705933, 3171.5059955049833] total_cost 0 usercpu_time_millis 10 usercpu_time_millis_testing 0 usercpu_time_millis_training 10 area_under_roc_curve 0.70335 [0.769231,1,0.393939,0.421875,0.6125,0.0,0.787879,0.0,0.0,1,0.688172,0.929688,0.348485,0.3125,0.0,0.0,0.5,0.801075,0.0,0.0,0.0,0.827957] area_under_roc_curve 0.653257 [0.670673,1,0.469697,0.46875,0.5125,0.0,0.393939,0.0,0.0,0.5,0.435484,0.893939,0.484848,0.710938,0.0,0.0,1,0.629032,0.0,0.5,0.0,1] area_under_roc_curve 0.559099 [0.524038,0.96875,0.454545,0.453125,0.625,0.0,0.409091,0.484848,0.0,0.0,0.390625,0.954545,0.5,0.765625,0.0,0.5,0.454545,0.5,0.0,0.5,0.0,0.467742] area_under_roc_curve 0.67673 [0.829327,1,0.454545,0.726562,0.666667,0.5,0.454545,0.469697,0.0,0.0,0.453125,0.439394,0.454545,0.40625,0.484848,0.0,0.439394,0.806452,0.0,0.0,0.0,0.806452] area_under_roc_curve 0.708918 [0.897778,1,0.424242,0.469697,0.379167,0.0,0.424242,0.484848,0.0,0.0,0.526882,0.969697,0.469697,0.679688,0.5,0.0,1,0.956989,0.5,0.0,0.0,0.726562] area_under_roc_curve 0.686536 [0.82,0.984375,0.424242,0.378788,0.5625,0.0,0.65625,0.984848,0.0,0.0,0.913978,0.421875,0.0,0.40625,0.0,0.0,0.484848,0.602151,0.484848,0.0,0.0,0.734375] area_under_roc_curve 0.720264 [0.84,1,0.424242,0.393939,0.725806,0.0,0.375,1,0.0,0.0,0.370968,0.710938,0.0,0.768817,0.0,0.0,0.469697,0.967742,0.484848,0.0,0.0,0.742188] area_under_roc_curve 0.688377 [0.717778,0.96875,0.0,0.424242,0.641667,0.0,0.4375,0.439394,0.0,0.0,0.435484,0.6875,0.0,0.72043,0.0,0.0,0.954545,0.983871,0.5,0.0,0.0,0.726562] area_under_roc_curve 0.682644 [0.822115,1,0.454545,1,0.520833,0.0,0.4375,0.0,0.0,0.0,0.602151,0.710938,0.484848,0.387097,0.0,0.0,0.939394,0.960938,0.5,0.0,0.5,0.742188] area_under_roc_curve 0.699793 [0.775,1,0.453125,0.9375,0.443966,0.0,0.40625,0.0,0.0,0.0,0.577778,0.709677,0.5,0.433333,0.0,0.0,1,0.966667,0.5,0.0,0.0,0.983871] 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 0.380224 [0.56,1,0,0,0.333333,0,0,0,0,0,0,0.5,0,0,0,0,0,0.571429,0,0,0,0.8] f_measure 0.310084 [0.47619,1,0,0,0,0,0,0,0,0,0,0.333333,0,0,0,0,1,0.333333,0,0,0,0.8] f_measure 0.166947 [0.4,0.571429,0,0,0.333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.341176 [0.75,0.8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0.666667] f_measure 0.396429 [0.714286,1,0,0,0,0,0,0,0,0,0,0,0,0.4,0,0,1,0.75,0,0,0,0.5] f_measure 0.327273 [0.636364,0.666667,0,0,0,0,0,0.666667,0,0,0.4,0,0,0,0,0,0,0.4,0,0,0,0.5] f_measure 0.42542 [0.666667,0,0,0,0.5,0,0,1,0,0,0,0.333333,0,0.571429,0,0,0,0.75,0,0,0,0.666667] f_measure 0.335492 [0.470588,0.8,0,0,0.333333,0,0,0,0,0,0,0.333333,0,0.285714,0,0,0,0.571429,0,0,0,0.5] f_measure 0.337535 [0.666667,1,0,1,0,0,0,0,0,0,0.333333,0,0,0,0,0,0,0.571429,0,0,0,0.5] f_measure 0.39697 [0.625,1,0,0,0,0,0,0,0,0,0.5,0.5,0,0,0,0,0,0.666667,0,0,0,0.8] kappa 0.338792 kappa 0.26378 kappa 0.113594 kappa 0.284895 kappa 0.319352 kappa 0.247485 kappa 0.364798 kappa 0.268102 kappa 0.279383 kappa 0.348233 kb_relative_information_score 12.111414 kb_relative_information_score 10.647164 kb_relative_information_score 4.745481 kb_relative_information_score 9.394333 kb_relative_information_score 11.242134 kb_relative_information_score 9.650055 kb_relative_information_score 11.556171 kb_relative_information_score 10.309277 kb_relative_information_score 9.928997 kb_relative_information_score 11.625411 mean_absolute_error 0.056792 mean_absolute_error 0.059999 mean_absolute_error 0.07642 mean_absolute_error 0.060504 mean_absolute_error 0.05953 mean_absolute_error 0.060946 mean_absolute_error 0.057163 mean_absolute_error 0.06182 mean_absolute_error 0.062458 mean_absolute_error 0.056735 mean_prior_absolute_error 0.081317 mean_prior_absolute_error 0.081421 mean_prior_absolute_error 0.081592 mean_prior_absolute_error 0.081592 mean_prior_absolute_error 0.081006 mean_prior_absolute_error 0.080851 mean_prior_absolute_error 0.080962 mean_prior_absolute_error 0.08074 mean_prior_absolute_error 0.081495 mean_prior_absolute_error 0.081111 number_of_instances 34 [8,2,1,2,4,0,1,0,0,1,3,2,1,2,0,0,1,3,0,0,0,3] number_of_instances 34 [8,2,1,2,4,0,1,0,0,1,3,1,1,2,0,0,1,3,0,1,0,3] number_of_instances 34 [8,2,1,2,4,0,1,1,0,0,2,1,1,2,0,1,1,3,0,1,0,3] number_of_instances 34 [8,2,1,2,4,1,1,1,0,0,2,1,1,2,1,0,1,3,0,0,0,3] number_of_instances 34 [9,2,1,1,4,0,1,1,0,0,3,1,1,2,1,0,1,3,1,0,0,2] number_of_instances 34 [9,2,1,1,4,0,2,1,0,0,3,2,0,2,0,0,1,3,1,0,0,2] number_of_instances 34 [9,2,1,1,3,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2] number_of_instances 34 [9,2,0,1,4,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2] number_of_instances 34 [8,2,1,1,4,0,2,0,0,0,3,2,1,3,0,0,1,2,1,0,1,2] number_of_instances 33 [8,2,1,1,4,0,1,0,0,0,3,2,1,3,0,0,1,3,1,0,0,2] precision 0.376298 [0.411765,1,0,0,0.5,0,0,0,0,0,0,0.5,0,0,0,0,0,0.5,0,0,0,1] precision 0.302262 [0.384615,1,0,0,0,0,0,0,0,0,0,0.2,0,0,0,0,1,0.333333,0,0,0,1] precision 0.288235 [1,0.4,0,0,0.25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.333333 [0.75,0.666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0.666667] precision 0.454902 [1,1,0,0,0,0,0,0,0,0,0,0,0,0.333333,0,0,1,0.6,0,0,0,0.5] precision 0.33371 [0.538462,1,0,0,0,0,0,0.5,0,0,0.5,0,0,0,0,0,0,0.5,0,0,0,0.5] precision 0.464706 [0.666667,0,0,0,1,0,0,1,0,0,0,0.25,0,0.5,0,0,0,0.6,0,0,0,1] precision 0.340686 [0.5,0.666667,0,0,0.5,0,0,0,0,0,0,0.25,0,0.25,0,0,0,0.5,0,0,0,0.5] precision 0.338655 [0.714286,1,0,1,0,0,0,0,0,0,0.333333,0,0,0,0,0,0,0.4,0,0,0,0.5] precision 0.419192 [0.625,1,0,0,0,0,0,0,0,0,1,0.5,0,0,0,0,0,0.5,0,0,0,0.666667] predictive_accuracy 0.441176 predictive_accuracy 0.352941 predictive_accuracy 0.176471 predictive_accuracy 0.352941 predictive_accuracy 0.382353 predictive_accuracy 0.352941 predictive_accuracy 0.441176 predictive_accuracy 0.352941 predictive_accuracy 0.352941 predictive_accuracy 0.424242 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 recall 0.441176 [0.875,1,0,0,0.25,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,0.666667] recall 0.352941 [0.625,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0.333333,0,0,0,0.666667] recall 0.176471 [0.25,1,0,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.352941 [0.75,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0.666667] recall 0.382353 [0.555556,1,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,1,1,0,0,0,0.5] recall 0.352941 [0.777778,0.5,0,0,0,0,0,1,0,0,0.333333,0,0,0,0,0,0,0.333333,0,0,0,0.5] recall 0.441176 [0.666667,0,0,0,0.333333,0,0,1,0,0,0,0.5,0,0.666667,0,0,0,1,0,0,0,0.5] recall 0.352941 [0.444444,1,0,0,0.25,0,0,0,0,0,0,0.5,0,0.333333,0,0,0,0.666667,0,0,0,0.5] recall 0.352941 [0.625,1,0,1,0,0,0,0,0,0,0.333333,0,0,0,0,0,0,1,0,0,0,0.5] recall 0.424242 [0.625,1,0,0,0,0,0,0,0,0,0.333333,0.5,0,0,0,0,0,1,0,0,0,1] relative_absolute_error 0.698401 relative_absolute_error 0.736893 relative_absolute_error 0.936616 relative_absolute_error 0.74155 relative_absolute_error 0.734881 relative_absolute_error 0.753802 relative_absolute_error 0.70605 relative_absolute_error 0.765674 relative_absolute_error 0.766396 relative_absolute_error 0.699479 root_mean_prior_squared_error 0.201354 root_mean_prior_squared_error 0.201611 root_mean_prior_squared_error 0.202033 root_mean_prior_squared_error 0.202033 root_mean_prior_squared_error 0.20058 root_mean_prior_squared_error 0.200192 root_mean_prior_squared_error 0.200469 root_mean_prior_squared_error 0.199914 root_mean_prior_squared_error 0.201795 root_mean_prior_squared_error 0.20084 root_mean_squared_error 0.204295 root_mean_squared_error 0.221996 root_mean_squared_error 0.251436 root_mean_squared_error 0.226392 root_mean_squared_error 0.206647 root_mean_squared_error 0.212091 root_mean_squared_error 0.211543 root_mean_squared_error 0.220554 root_mean_squared_error 0.223049 root_mean_squared_error 0.206625 root_relative_squared_error 1.014608 root_relative_squared_error 1.101112 root_relative_squared_error 1.244526 root_relative_squared_error 1.120566 root_relative_squared_error 1.030247 root_relative_squared_error 1.059437 root_relative_squared_error 1.055241 root_relative_squared_error 1.103246 root_relative_squared_error 1.105327 root_relative_squared_error 1.028806 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 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 10 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 10 usercpu_time_millis 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_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 10 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 10 usercpu_time_millis_training 0