106411 2 Joaquin Vanschoren 2065 Supervised Classification predictive_accuracy 398 weka.AdaBoostM1_BFTree(2) 610 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 10 -W weka.classifiers.trees.BFTree -- -M 2 -N 5 -C 1.0 -P POSTPRUNED -S 1 I 10 398 P 100 398 S 1 398 W weka.classifiers.trees.BFTree 398 C true 399 M 2 399 N 5 399 P POSTPRUNED 399 S 1 399 171 primary-tumor https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff -1 319038 description https://api.openml.org/data/download/319038/weka_generated_run5608899429646114373.xml -1 319041 model_readable https://api.openml.org/data/download/319041/WekaModel_weka.classifiers.meta.AdaBoostM12563180150881034830.model -1 319040 model_serialized https://api.openml.org/data/download/319040/WekaSerialized_weka.classifiers.meta.AdaBoostM16046702886953075646.model -1 319039 predictions https://api.openml.org/data/download/319039/weka_generated_predictions4516491229723552391.arff area_under_roc_curve 0.710357 [0.80119,0.966458,0.484007,0.664835,0.499188,0.168639,0.586593,0.474725,0.0,0.557122,0.641709,0.784346,0.488597,0.651323,0.400593,0.184911,0.66459,0.823582,0.555055,0.364243,0.514793,0.960317] average_cost 0 build_cpu_time 0.951065 build_memory 451565791.976401 f_measure 0.354628 [0.593407,0.837209,0,0.2,0.109589,0,0,0,0,0,0.098361,0.066667,0,0.195122,0,0,0.266667,0.580645,0,0,0,0.772727] kappa 0.280041 kb_relative_information_score 15.223633 mean_absolute_error 0.085312 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 0.350161 [0.55102,0.782609,0,0.1875,0.117647,0,0,0,0,0,0.090909,0.071429,0,0.235294,0,0,0.4,0.545455,0,0,0,0.85] predictive_accuracy 0.365782 prior_entropy 3.754223 recall 0.365782 [0.642857,0.9,0,0.214286,0.102564,0,0,0,0,0,0.107143,0.0625,0,0.166667,0,0,0.2,0.62069,0,0,0,0.708333] relative_absolute_error 1.05052 root_mean_prior_squared_error 0.201084 root_mean_squared_error 0.204938 root_relative_squared_error 1.019166 scimark_benchmark 919.966031 [527.7581254972297, 933.1500990821902, 478.92139815906154, 903.9448721759832, 1756.0556588021248] total_cost 0 area_under_roc_curve 0.769464 [0.824519,1,0.227273,0.414062,0.7375,0.0,0.818182,0.0,0.0,1,0.77957,0.773438,0.590909,0.414062,0.0,0.0,0.969697,0.822581,0.0,0.0,0.0,1] area_under_roc_curve 0.721372 [0.824519,1,0.363636,0.578125,0.554167,0.0,0.727273,0.0,0.0,0.136364,0.467742,0.954545,0.742424,0.554688,0.0,0.0,1,0.747312,0.0,0.878788,0.0,1] area_under_roc_curve 0.606166 [0.632212,0.984375,0.409091,0.523438,0.4,0.0,0.590909,0.045455,0.0,0.0,0.3125,0.954545,0.772727,0.757812,0.0,0.166667,0.757576,0.564516,0.0,0.469697,0.0,0.978495] area_under_roc_curve 0.745927 [0.822115,0.96875,0.818182,0.710938,0.479167,0.787879,0.818182,0.757576,0.0,0.0,0.875,0.333333,0.651515,0.757812,0.272727,0.0,0.545455,0.752688,0.0,0.0,0.0,1] area_under_roc_curve 0.770256 [0.931111,1,0.787879,0.984848,0.4875,0.0,0.363636,0.621212,0.0,0.0,0.526882,0.984848,0.621212,0.882812,0.212121,0.0,0.939394,0.935484,0.393939,0.0,0.0,0.898438] area_under_roc_curve 0.664647 [0.795556,0.90625,0.378788,0.833333,0.191667,0.0,0.546875,0.848485,0.0,0.0,0.494624,0.578125,0.0,0.414062,0.0,0.0,0.833333,0.908602,0.833333,0.0,0.0,0.921875] area_under_roc_curve 0.717768 [0.76,0.984375,0.848485,0.924242,0.580645,0.0,0.75,0.19697,0.0,0.0,0.27957,0.78125,0.0,0.698925,0.0,0.0,0.19697,0.973118,0.878788,0.0,0.0,0.945312] area_under_roc_curve 0.833714 [0.9,1,0.0,0.939394,0.558333,0.0,0.828125,0.424242,0.0,0.0,0.924731,0.804688,0.0,0.650538,0.0,0.0,0.984848,0.951613,0.818182,0.0,0.0,1] area_under_roc_curve 0.75275 [0.8125,1,0.818182,0.984848,0.533333,0.0,0.515625,0.0,0.0,0.0,0.860215,0.882812,0.484848,0.629032,0.0,0.0,0.848485,0.992188,0.30303,0.0,0.30303,0.984375] area_under_roc_curve 0.796085 [0.885,1,0.625,0.359375,0.465517,0.0,0.484375,0.0,0.0,0.0,0.8,0.959677,0.90625,0.905556,0.0,0.0,0.5625,0.977778,0.421875,0.0,0.0,1] 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 1.145 build_cpu_time 1.623 build_cpu_time 1.278 build_cpu_time 1.58 build_cpu_time 0.571 build_cpu_time 0.58 build_cpu_time 0.551 build_cpu_time 0.591 build_cpu_time 0.563 build_cpu_time 1.031 build_memory 948039320 build_memory 798989160 build_memory 622427032 build_memory 481875088 build_memory 150104104 build_memory 305176176 build_memory 420422976 build_memory 542792224 build_memory 110965984 build_memory 125268888 f_measure 0.313819 [0.444444,1,0,0,0.25,0,0,0,0,0,0,0,0,0,0,0,0,0.571429,0,0,0,0.8] f_measure 0.382718 [0.608696,1,0,0,0.285714,0,0,0,0,0,0,0,0,0.5,0,0,1,0,0,0,0,1] f_measure 0.198319 [0.4,0.571429,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.8] f_measure 0.341176 [0.6,0.5,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0.8,0,0,0,0.8] f_measure 0.447685 [0.823529,1,0,0.666667,0.285714,0,0,0,0,0,0,0.666667,0,0,0,0,0,0.666667,0,0,0,0.666667] f_measure 0.26817 [0.526316,0.666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.571429,0,0,0,0.666667] f_measure 0.352278 [0.588235,0.8,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0.75,0,0,0,0.666667] f_measure 0.486071 [0.727273,1,0,0,0.4,0,0,0,0,0,0.571429,0,0,0,0,0,0.666667,0.666667,0,0,0,1] f_measure 0.329132 [0.666667,1,0,0.666667,0,0,0,0,0,0,0,0,0,0.285714,0,0,0,0.666667,0,0,0,0.5] f_measure 0.35101 [0.5,1,0,0,0,0,0,0,0,0,0.25,0,0,0.5,0,0,0,0.666667,0,0,0,0.666667] kappa 0.235582 kappa 0.346815 kappa 0.118156 kappa 0.26378 kappa 0.374031 kappa 0.165029 kappa 0.270955 kappa 0.453266 kappa 0.269531 kappa 0.315353 kb_relative_information_score 0.825339 kb_relative_information_score 2.129609 kb_relative_information_score 2.119464 kb_relative_information_score 2.761616 kb_relative_information_score 1.724914 kb_relative_information_score 0.753174 kb_relative_information_score 0.643644 kb_relative_information_score 0.901758 kb_relative_information_score 1.720327 kb_relative_information_score 1.643787 mean_absolute_error 0.085926 mean_absolute_error 0.085073 mean_absolute_error 0.0859 mean_absolute_error 0.084472 mean_absolute_error 0.085604 mean_absolute_error 0.085675 mean_absolute_error 0.085632 mean_absolute_error 0.085089 mean_absolute_error 0.085477 mean_absolute_error 0.084239 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 0.314706 [0.4,1,0,0,0.25,0,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,0,1] precision 0.354902 [0.466667,1,0,0,0.333333,0,0,0,0,0,0,0,0,0.5,0,0,1,0,0,0,0,1] precision 0.212605 [0.428571,0.4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1] precision 0.352941 [0.5,0.5,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1] precision 0.476716 [0.875,1,0,0.5,0.333333,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,1] precision 0.294118 [0.5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,0,1] precision 0.404657 [0.625,0.666667,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0.6,0,0,0,1] precision 0.515837 [0.615385,1,0,0,1,0,0,0,0,0,0.5,0,0,0,0,0,0.5,0.666667,0,0,0,1] precision 0.322479 [0.714286,1,0,0.5,0,0,0,0,0,0,0,0,0,0.25,0,0,0,0.5,0,0,0,0.5] precision 0.366667 [0.5,1,0,0,0,0,0,0,0,0,0.2,0,0,1,0,0,0,0.5,0,0,0,0.5] predictive_accuracy 0.323529 predictive_accuracy 0.441176 predictive_accuracy 0.205882 predictive_accuracy 0.352941 predictive_accuracy 0.441176 predictive_accuracy 0.264706 predictive_accuracy 0.352941 predictive_accuracy 0.529412 predictive_accuracy 0.352941 predictive_accuracy 0.393939 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 0.323529 [0.5,1,0,0,0.25,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0.666667] recall 0.441176 [0.875,1,0,0,0.25,0,0,0,0,0,0,0,0,0.5,0,0,1,0,0,0,0,1] recall 0.205882 [0.375,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.666667] recall 0.352941 [0.75,0.5,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0.666667] recall 0.441176 [0.777778,1,0,1,0.25,0,0,0,0,0,0,1,0,0,0,0,0,0.666667,0,0,0,0.5] recall 0.264706 [0.555556,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0.5] recall 0.352941 [0.555556,1,0,0,0,0,0,0,0,0,0,0,0,0.333333,0,0,0,1,0,0,0,0.5] recall 0.529412 [0.888889,1,0,0,0.25,0,0,0,0,0,0.666667,0,0,0,0,0,1,0.666667,0,0,0,1] recall 0.352941 [0.625,1,0,1,0,0,0,0,0,0,0,0,0,0.333333,0,0,0,1,0,0,0,0.5] recall 0.393939 [0.5,1,0,0,0,0,0,0,0,0,0.333333,0,0,0.333333,0,0,0,1,0,0,0,1] relative_absolute_error 1.056674 relative_absolute_error 1.044846 relative_absolute_error 1.052801 relative_absolute_error 1.035301 relative_absolute_error 1.056755 relative_absolute_error 1.059664 relative_absolute_error 1.057677 relative_absolute_error 1.053864 relative_absolute_error 1.048861 relative_absolute_error 1.038565 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 0.206302 root_mean_squared_error 0.20439 root_mean_squared_error 0.206391 root_mean_squared_error 0.203052 root_mean_squared_error 0.205562 root_mean_squared_error 0.205799 root_mean_squared_error 0.205656 root_mean_squared_error 0.204333 root_mean_squared_error 0.205285 root_mean_squared_error 0.202502 root_relative_squared_error 1.024575 root_relative_squared_error 1.013784 root_relative_squared_error 1.02157 root_relative_squared_error 1.005045 root_relative_squared_error 1.024838 root_relative_squared_error 1.02801 root_relative_squared_error 1.025873 root_relative_squared_error 1.022103 root_relative_squared_error 1.017295 root_relative_squared_error 1.008275 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