52727 2 Joaquin Vanschoren 2065 Supervised Classification predictive_accuracy 527 weka.Bagging_LMT(2) 784 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 80 -W weka.classifiers.trees.LMT -- -I -1 -M 15 -W 0.0 I 80 527 P 100 527 S 1 527 W weka.classifiers.trees.LMT 527 num-slots 1 527 I -1 412 M 15 412 W 0.0 412 171 primary-tumor https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff -1 140121 description https://api.openml.org/data/download/140121/weka_generated_run4949718773297970678.xml -1 140124 model_readable https://api.openml.org/data/download/140124/WekaModel_weka.classifiers.meta.Bagging4780501354252446362.model -1 140123 model_serialized https://api.openml.org/data/download/140123/WekaSerialized_weka.classifiers.meta.Bagging4440028597350004034.model -1 140122 predictions https://api.openml.org/data/download/140122/weka_generated_predictions8405215980905124685.arff area_under_roc_curve 0.800541 [0.871592,0.993417,0.805892,0.733846,0.724231,0.428994,0.556044,0.503504,0.0,0.939169,0.749655,0.868711,0.289802,0.707077,0.350148,0.433432,0.935562,0.926529,0.62988,0.350148,0.439349,0.968783] average_cost 0 build_cpu_time 305.181723 build_memory 367884464.047198 f_measure 0.405743 [0.705202,0.837209,0,0.357143,0.177215,0,0,0.2,0,0,0.109091,0.307692,0,0.136364,0,0,0.375,0.580645,0,0,0,0.692308] kappa 0.346172 kb_relative_information_score 120.92103 mean_absolute_error 0.059086 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 [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.394342 [0.685393,0.782609,0,0.357143,0.175,0,0,0.25,0,0,0.111111,0.26087,0,0.15,0,0,0.5,0.545455,0,0,0,0.642857] predictive_accuracy 0.421829 prior_entropy 3.754223 recall 0.421829 [0.72619,0.9,0,0.357143,0.179487,0,0,0.166667,0,0,0.107143,0.375,0,0.125,0,0,0.3,0.62069,0,0,0,0.75] relative_absolute_error 0.727574 root_mean_prior_squared_error 0.201084 root_mean_squared_error 0.188586 root_relative_squared_error 0.937848 scimark_benchmark 944.568303 [556.7317474007057, 1012.5880246437401, 482.14720472367435, 910.2222614052871, 1761.152276377127] total_cost 0 area_under_roc_curve 0.852573 [0.947115,1,0.878788,0.390625,0.783333,0.0,0.606061,0.0,0.0,1,0.790323,0.9375,0.560606,0.625,0.0,0.0,0.954545,1,0.0,0.0,0.0,1] area_under_roc_curve 0.836185 [0.882212,1,0.848485,0.890625,0.666667,0.0,0.545455,0.0,0.0,0.969697,0.806452,0.909091,0.424242,0.78125,0.0,0.0,1,0.935484,0.0,0.439394,0.0,1] area_under_roc_curve 0.735453 [0.730769,1,0.69697,0.46875,0.675,0.0,0.621212,0.287879,0.0,0.0,0.8125,0.954545,0.287879,0.8125,0.0,0.5,0.939394,0.849462,0.0,0.5,0.0,0.978495] area_under_roc_curve 0.758633 [0.860577,0.953125,0.878788,0.921875,0.691667,0.5,0.848485,0.106061,0.0,0.0,0.796875,0.787879,0.106061,0.328125,0.439394,0.0,0.878788,0.865591,0.0,0.0,0.0,1] area_under_roc_curve 0.851758 [0.911111,1,0.636364,1,0.841667,0.0,0.575758,0.818182,0.0,0.0,0.709677,0.969697,0.439394,0.953125,0.469697,0.0,1,0.978495,0.575758,0.0,0.0,0.96875] area_under_roc_curve 0.816258 [0.857778,0.96875,0.969697,0.545455,0.641667,0.0,0.53125,0.969697,0.0,0.0,0.83871,0.90625,0.0,0.765625,0.0,0.0,1,0.860215,0.69697,0.0,0.0,0.921875] area_under_roc_curve 0.831534 [0.817778,1,0.757576,1,0.913978,0.0,0.671875,1,0.0,0.0,0.537634,0.953125,0.0,0.774194,0.0,0.0,0.878788,0.978495,0.787879,0.0,0.0,0.8125] area_under_roc_curve 0.846016 [0.946667,1,0.0,0.969697,0.8,0.0,0.554688,0.348485,0.0,0.0,0.811828,0.664062,0.0,0.768817,0.0,0.0,0.984848,0.924731,0.787879,0.0,0.0,1] area_under_roc_curve 0.795782 [0.865385,1,0.969697,1,0.6625,0.0,0.554688,0.0,0.0,0.0,0.698925,0.90625,0.484848,0.731183,0.0,0.0,0.939394,0.992188,0.424242,0.0,0.5,0.984375] area_under_roc_curve 0.780027 [0.92,1,0.75,0.75,0.586207,0.0,0.34375,0.0,0.0,0.0,0.833333,0.943548,0.046875,0.488889,0.0,0.0,0.96875,0.972222,0.40625,0.0,0.0,1] 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 301.516 build_cpu_time 304.451 build_cpu_time 309.058 build_cpu_time 329.75 build_cpu_time 299.334 build_cpu_time 302.402 build_cpu_time 286.307 build_cpu_time 298.239 build_cpu_time 315.916 build_cpu_time 304.834 build_memory 159844760 build_memory 168024424 build_memory 144216616 build_memory 147904544 build_memory 129592328 build_memory 132036904 build_memory 755697016 build_memory 1145711448 build_memory 492417552 build_memory 404475248 f_measure 0.46499 [0.823529,1,0,0,0.6,0,0,0,0,0,0,0,0,0,0,0,0,0.857143,0,0,0,0.75] f_measure 0.372549 [0.666667,1,0,0.666667,0,0,0,0,0,0,0,0.333333,0,0,0,0,0.666667,0,0,0,0,1] f_measure 0.313984 [0.615385,0.571429,0,0,0.285714,0,0,0,0,0,0,0.666667,0,0.4,0,0,0,0,0,0,0,0.666667] f_measure 0.354995 [0.777778,0.4,0,0.666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0.571429,0,0,0,0.666667] f_measure 0.428291 [0.714286,1,0,0.666667,0,0,0,0,0,0,0.25,0,0,0.333333,0,0,1,0.75,0,0,0,0.4] f_measure 0.288235 [0.666667,0.666667,0,0,0.2,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0.5] f_measure 0.412281 [0.631579,1,0,0,0.25,0,0,1,0,0,0,0.5,0,0,0,0,0,0.75,0,0,0,0.666667] f_measure 0.455388 [0.823529,1,0,0.666667,0.25,0,0,0,0,0,0,0.285714,0,0.333333,0,0,0,0.5,0,0,0,0.666667] f_measure 0.398039 [0.666667,1,0,0.666667,0,0,0,0,0,0,0.333333,0.666667,0,0,0,0,0,0.8,0,0,0,0.8] f_measure 0.396825 [0.666667,1,0,0,0,0,0,0,0,0,0.285714,0.5,0,0,0,0,0,0.857143,0,0,0,0.666667] kappa 0.466667 kappa 0.341085 kappa 0.264346 kappa 0.304771 kappa 0.377649 kappa 0.21407 kappa 0.359762 kappa 0.400588 kappa 0.366667 kappa 0.370763 kb_relative_information_score 13.256784 kb_relative_information_score 12.566528 kb_relative_information_score 8.19807 kb_relative_information_score 10.548848 kb_relative_information_score 13.347006 kb_relative_information_score 11.129082 kb_relative_information_score 14.298701 kb_relative_information_score 12.660322 kb_relative_information_score 12.573002 kb_relative_information_score 12.342688 mean_absolute_error 0.056785 mean_absolute_error 0.05825 mean_absolute_error 0.069856 mean_absolute_error 0.062193 mean_absolute_error 0.056668 mean_absolute_error 0.062474 mean_absolute_error 0.054107 mean_absolute_error 0.05656 mean_absolute_error 0.058966 mean_absolute_error 0.054874 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 0.419771 [0.777778,1,0,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0.75,0,0,0,0.6] precision 0.367647 [0.6,1,0,1,0,0,0,0,0,0,0,0.2,0,0,0,0,0.5,0,0,0,0,1] precision 0.344118 [0.8,0.4,0,0,0.333333,0,0,0,0,0,0,0.5,0,0.333333,0,0,0,0,0,0,0,0.666667] precision 0.346078 [0.7,0.333333,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0.666667] precision 0.472549 [1,1,0,0.5,0,0,0,0,0,0,0.2,0,0,0.25,0,0,1,0.6,0,0,0,0.333333] precision 0.276961 [0.583333,1,0,0,0.166667,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0.5] precision 0.405882 [0.6,1,0,0,0.2,0,0,1,0,0,0,0.5,0,0,0,0,0,0.6,0,0,0,1] precision 0.469853 [0.875,1,0,0.5,0.25,0,0,0,0,0,0,0.2,0,0.333333,0,0,0,0.4,0,0,0,1] precision 0.381373 [0.6,1,0,0.5,0,0,0,0,0,0,0.333333,1,0,0,0,0,0,0.666667,0,0,0,0.666667] precision 0.357576 [0.6,1,0,0,0,0,0,0,0,0,0.25,0.5,0,0,0,0,0,0.75,0,0,0,0.5] predictive_accuracy 0.529412 predictive_accuracy 0.411765 predictive_accuracy 0.323529 predictive_accuracy 0.382353 predictive_accuracy 0.441176 predictive_accuracy 0.323529 predictive_accuracy 0.441176 predictive_accuracy 0.470588 predictive_accuracy 0.441176 predictive_accuracy 0.454545 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 0.529412 [0.875,1,0,0,0.75,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1] recall 0.411765 [0.75,1,0,0.5,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1] recall 0.323529 [0.5,1,0,0,0.25,0,0,0,0,0,0,1,0,0.5,0,0,0,0,0,0,0,0.666667] recall 0.382353 [0.875,0.5,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0.666667] recall 0.441176 [0.555556,1,0,1,0,0,0,0,0,0,0.333333,0,0,0.5,0,0,1,1,0,0,0,0.5] recall 0.323529 [0.777778,0.5,0,0,0.25,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0.5] recall 0.441176 [0.666667,1,0,0,0.333333,0,0,1,0,0,0,0.5,0,0,0,0,0,1,0,0,0,0.5] recall 0.470588 [0.777778,1,0,1,0.25,0,0,0,0,0,0,0.5,0,0.333333,0,0,0,0.666667,0,0,0,0.5] recall 0.441176 [0.75,1,0,1,0,0,0,0,0,0,0.333333,0.5,0,0,0,0,0,1,0,0,0,1] recall 0.454545 [0.75,1,0,0,0,0,0,0,0,0,0.333333,0.5,0,0,0,0,0,1,0,0,0,1] relative_absolute_error 0.698308 relative_absolute_error 0.715412 relative_absolute_error 0.856165 relative_absolute_error 0.762242 relative_absolute_error 0.699545 relative_absolute_error 0.772711 relative_absolute_error 0.668299 relative_absolute_error 0.700521 relative_absolute_error 0.723556 relative_absolute_error 0.676529 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 0.179612 root_mean_squared_error 0.18906 root_mean_squared_error 0.214676 root_mean_squared_error 0.192311 root_mean_squared_error 0.18144 root_mean_squared_error 0.194841 root_mean_squared_error 0.177938 root_mean_squared_error 0.184332 root_mean_squared_error 0.187859 root_mean_squared_error 0.180761 root_relative_squared_error 0.892022 root_relative_squared_error 0.937744 root_relative_squared_error 1.06258 root_relative_squared_error 0.95188 root_relative_squared_error 0.90458 root_relative_squared_error 0.973272 root_relative_squared_error 0.887609 root_relative_squared_error 0.922058 root_relative_squared_error 0.930939 root_relative_squared_error 0.900025 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