28134 2 Joaquin Vanschoren 202 Supervised Classification predictive_accuracy 523 weka.Bagging_J48(2) 768 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 20 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 I 20 523 P 100 523 S 1 523 W weka.classifiers.trees.J48 523 num-slots 1 523 C 0.25 365 M 2 365 133 BNG(glass,nominal,137781) https://www.openml.org/data/download/2163/BayesianNetworkGenerator_glass.arff -1 63357 description https://api.openml.org/data/download/63357/weka_generated_run3318188896938217723.xml -1 63360 model_readable https://api.openml.org/data/download/63360/WekaModel_weka.classifiers.meta.Bagging5169364814934527567.model -1 63359 model_serialized https://api.openml.org/data/download/63359/WekaSerialized_weka.classifiers.meta.Bagging7081826394568018058.model -1 63358 predictions https://api.openml.org/data/download/63358/weka_generated_predictions6645048501239302737.arff area_under_roc_curve 0.880679 [0.884207,0.848957,0.762657,0.823781,0.972925,0.920096,0.97139] average_cost 0 build_cpu_time 30.751409 build_memory 4885107988.881428 f_measure 0.673879 [0.734757,0.702176,0.190861,0.276995,0.711645,0.333184,0.842913] kappa 0.576283 kb_relative_information_score 73100.339983 mean_absolute_error 0.122534 mean_prior_absolute_error 0.211549 number_of_instances 137781 [44945,48277,11158,307,8570,6003,18521] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.67705 [0.686023,0.681107,0.455529,0.495798,0.653209,0.508023,0.84698] predictive_accuracy 0.694283 prior_entropy 2.206067 recall 0.694283 [0.790944,0.724589,0.120721,0.192182,0.781564,0.247876,0.838886] relative_absolute_error 0.57922 root_mean_prior_squared_error 0.325229 root_mean_squared_error 0.248175 root_relative_squared_error 0.763077 scimark_benchmark 934.236471 [558.1570048, 1010.9942233373424, 439.33789749839946, 908.3298941433044, 1754.3633351405556] total_cost 0 area_under_roc_curve 0.880473 [0.883549,0.84753,0.771038,0.734338,0.974277,0.915869,0.972357] area_under_roc_curve 0.881544 [0.885351,0.851117,0.757661,0.761758,0.975667,0.917384,0.973013] area_under_roc_curve 0.880911 [0.886861,0.849868,0.752788,0.77399,0.974814,0.922471,0.969382] area_under_roc_curve 0.87942 [0.882033,0.848235,0.756567,0.813981,0.974523,0.915128,0.973854] area_under_roc_curve 0.884543 [0.88756,0.854933,0.772093,0.861801,0.968649,0.917013,0.973057] area_under_roc_curve 0.881283 [0.882955,0.848849,0.770111,0.866703,0.974059,0.928911,0.970596] area_under_roc_curve 0.880727 [0.883989,0.847304,0.760825,0.896979,0.971368,0.930077,0.973992] area_under_roc_curve 0.879418 [0.88244,0.848328,0.760396,0.799494,0.975028,0.915616,0.970222] area_under_roc_curve 0.881313 [0.885703,0.84695,0.77593,0.884387,0.969802,0.921614,0.969689] area_under_roc_curve 0.882331 [0.886851,0.851663,0.761955,0.85041,0.972758,0.921695,0.969789] 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 31.938 build_cpu_time 30.54 build_cpu_time 32.624 build_cpu_time 31.866 build_cpu_time 30.336 build_cpu_time 28.636 build_cpu_time 26.435 build_cpu_time 28.516 build_cpu_time 34.829 build_cpu_time 31.794 build_memory 4552683624 build_memory 5018018200 build_memory 5119579632 build_memory 5194725984 build_memory 5244915352 build_memory 5645325592 build_memory 4714333912 build_memory 4464304080 build_memory 4770624784 build_memory 4126592856 f_measure 0.67269 [0.728926,0.701818,0.18608,0.285714,0.722163,0.332211,0.84732] f_measure 0.673348 [0.735974,0.702061,0.188999,0.390244,0.698514,0.35255,0.835422] f_measure 0.673416 [0.737413,0.701446,0.187721,0.142857,0.722401,0.335526,0.833288] f_measure 0.674468 [0.736557,0.702211,0.204735,0.186047,0.70651,0.303167,0.848094] f_measure 0.67921 [0.739539,0.710532,0.191145,0.380952,0.703684,0.344298,0.847142] f_measure 0.674034 [0.730789,0.702877,0.207188,0.272727,0.71284,0.337838,0.839836] f_measure 0.670854 [0.731356,0.694456,0.178597,0.318182,0.719479,0.344676,0.848222] f_measure 0.671832 [0.732427,0.701943,0.184286,0.26087,0.717629,0.320468,0.839607] f_measure 0.674187 [0.736562,0.696183,0.21322,0.210526,0.7,0.33887,0.847714] f_measure 0.674571 [0.738061,0.708133,0.165698,0.318182,0.713383,0.320366,0.842418] kappa 0.574957 kappa 0.574846 kappa 0.575643 kappa 0.577148 kappa 0.58272 kappa 0.575212 kappa 0.571637 kappa 0.574373 kappa 0.576434 kappa 0.579857 kb_relative_information_score 7306.267279 kb_relative_information_score 7272.914675 kb_relative_information_score 7315.847615 kb_relative_information_score 7283.075409 kb_relative_information_score 7340.230769 kb_relative_information_score 7327.105566 kb_relative_information_score 7314.854654 kb_relative_information_score 7296.560798 kb_relative_information_score 7317.61991 kb_relative_information_score 7325.863309 mean_absolute_error 0.122499 mean_absolute_error 0.122846 mean_absolute_error 0.122466 mean_absolute_error 0.122947 mean_absolute_error 0.121749 mean_absolute_error 0.122769 mean_absolute_error 0.122495 mean_absolute_error 0.122602 mean_absolute_error 0.122666 mean_absolute_error 0.122299 mean_prior_absolute_error 0.211553 mean_prior_absolute_error 0.21155 mean_prior_absolute_error 0.21155 mean_prior_absolute_error 0.21155 mean_prior_absolute_error 0.211545 mean_prior_absolute_error 0.211545 mean_prior_absolute_error 0.21155 mean_prior_absolute_error 0.21155 mean_prior_absolute_error 0.21155 mean_prior_absolute_error 0.21155 number_of_instances 13779 [4494,4828,1116,31,857,600,1853] number_of_instances 13778 [4495,4827,1116,30,857,601,1852] number_of_instances 13778 [4495,4827,1116,30,857,601,1852] number_of_instances 13778 [4495,4827,1116,30,857,601,1852] number_of_instances 13778 [4495,4828,1115,31,857,600,1852] number_of_instances 13778 [4495,4828,1115,31,857,600,1852] number_of_instances 13778 [4494,4828,1116,31,857,600,1852] number_of_instances 13778 [4494,4828,1116,31,857,600,1852] number_of_instances 13778 [4494,4828,1116,31,857,600,1852] number_of_instances 13778 [4494,4828,1116,31,857,600,1852] precision 0.67576 [0.680293,0.681224,0.44863,0.545455,0.661808,0.508591,0.850081] precision 0.676542 [0.686022,0.682102,0.443709,0.727273,0.640701,0.528239,0.843234] precision 0.674767 [0.693801,0.676414,0.44186,0.25,0.667988,0.491961,0.833964] precision 0.676227 [0.692805,0.678917,0.459375,0.307692,0.650934,0.473498,0.843116] precision 0.681596 [0.690394,0.688837,0.441558,0.727273,0.648622,0.503205,0.858172] precision 0.678903 [0.679679,0.683223,0.483553,0.461538,0.655882,0.520833,0.848869] precision 0.672591 [0.680859,0.674142,0.427119,0.538462,0.672414,0.504823,0.853086] precision 0.676353 [0.686588,0.676397,0.454225,0.4,0.64728,0.537255,0.848401] precision 0.680808 [0.681028,0.684411,0.515464,0.571429,0.637584,0.50495,0.849322] precision 0.677644 [0.689189,0.685609,0.438462,0.538462,0.650336,0.510949,0.841963] predictive_accuracy 0.693301 predictive_accuracy 0.693207 predictive_accuracy 0.693715 predictive_accuracy 0.694658 predictive_accuracy 0.69894 predictive_accuracy 0.693642 predictive_accuracy 0.691102 predictive_accuracy 0.693134 predictive_accuracy 0.694078 predictive_accuracy 0.697053 prior_entropy 2.206067 prior_entropy 2.206067 prior_entropy 2.206067 prior_entropy 2.206067 prior_entropy 2.206067 prior_entropy 2.206067 prior_entropy 2.206067 prior_entropy 2.206067 prior_entropy 2.206067 prior_entropy 2.206067 recall 0.693301 [0.785047,0.723695,0.117384,0.193548,0.794632,0.246667,0.844576] recall 0.693207 [0.793771,0.723224,0.120072,0.266667,0.767795,0.264559,0.827754] recall 0.693715 [0.786874,0.728403,0.119176,0.1,0.786464,0.254576,0.832613] recall 0.694658 [0.786207,0.72716,0.13172,0.133333,0.772462,0.222962,0.853132] recall 0.69894 [0.796218,0.733637,0.121973,0.258065,0.768961,0.261667,0.836393] recall 0.693642 [0.790211,0.723695,0.131839,0.193548,0.78063,0.25,0.830994] recall 0.691102 [0.789942,0.716031,0.112903,0.225806,0.773629,0.261667,0.843413] recall 0.693134 [0.784824,0.729495,0.115591,0.193548,0.805134,0.228333,0.830994] recall 0.694078 [0.801958,0.708368,0.134409,0.129032,0.775963,0.255,0.846112] recall 0.697053 [0.794393,0.732187,0.102151,0.225806,0.789965,0.233333,0.842873] relative_absolute_error 0.579046 relative_absolute_error 0.580693 relative_absolute_error 0.578897 relative_absolute_error 0.581171 relative_absolute_error 0.575521 relative_absolute_error 0.580343 relative_absolute_error 0.579034 relative_absolute_error 0.57954 relative_absolute_error 0.579842 relative_absolute_error 0.578111 root_mean_prior_squared_error 0.325234 root_mean_prior_squared_error 0.32523 root_mean_prior_squared_error 0.32523 root_mean_prior_squared_error 0.32523 root_mean_prior_squared_error 0.325222 root_mean_prior_squared_error 0.325222 root_mean_prior_squared_error 0.32523 root_mean_prior_squared_error 0.32523 root_mean_prior_squared_error 0.32523 root_mean_prior_squared_error 0.32523 root_mean_squared_error 0.248283 root_mean_squared_error 0.248423 root_mean_squared_error 0.248168 root_mean_squared_error 0.249158 root_mean_squared_error 0.24706 root_mean_squared_error 0.248138 root_mean_squared_error 0.24814 root_mean_squared_error 0.24877 root_mean_squared_error 0.247936 root_mean_squared_error 0.247664 root_relative_squared_error 0.763399 root_relative_squared_error 0.763839 root_relative_squared_error 0.763054 root_relative_squared_error 0.766097 root_relative_squared_error 0.759666 root_relative_squared_error 0.762978 root_relative_squared_error 0.762966 root_relative_squared_error 0.764905 root_relative_squared_error 0.762341 root_relative_squared_error 0.761503 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