233932 2 Joaquin Vanschoren 2065 Supervised Classification predictive_accuracy 1200 weka.LADTree(4) 2070 weka.classifiers.trees.LADTree -- -B 10 B 10 1200 study_1 weka weka_3.7.12 171 primary-tumor https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff -1 779216 description https://api.openml.org/data/download/779216/weka_generated_run1971908527385112021.xml -1 779219 model_readable https://api.openml.org/data/download/779219/WekaModel_weka.classifiers.trees.LADTree40993107285257198.model -1 779218 model_serialized https://api.openml.org/data/download/779218/WekaSerialized_weka.classifiers.trees.LADTree3928903745040143728.model -1 779217 predictions https://api.openml.org/data/download/779217/weka_generated_predictions1297254328329083860.arff area_under_roc_curve 0.80095 [0.832726,0.982524,0.575589,0.844615,0.681752,0.060651,0.707033,0.646146,0.0,0.980712,0.740469,0.882546,0.487737,0.795437,0.841246,0.042899,0.925988,0.901502,0.646146,0.606083,0.282544,0.944709] average_cost 0 f_measure 0.418685 [0.677778,0.809524,0,0.384615,0.202532,0,0,0,0,0,0.233333,0.263158,0,0.431373,0,0,0.153846,0.513514,0,0,0,0.75] kappa 0.370714 kb_relative_information_score 117.058772 mean_absolute_error 0.060928 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 0.39994 [0.635417,0.772727,0,0.416667,0.2,0,0,0,0,0,0.21875,0.227273,0,0.407407,0,0,0.333333,0.422222,0,0,0,0.75] predictive_accuracy 0.448378 prior_entropy 3.754223 recall 0.448378 [0.72619,0.85,0,0.357143,0.205128,0,0,0,0,0,0.25,0.3125,0,0.458333,0,0,0.1,0.655172,0,0,0,0.75] relative_absolute_error 0.750264 root_mean_prior_squared_error 0.201084 root_mean_squared_error 0.17997 root_relative_squared_error 0.894998 scimark_benchmark 1334.380508 [821.5923320316585, 932.69846187408, 511.3056536961462, 1069.1027117058654, 3337.2033792549514] total_cost 0 usercpu_time_millis 130 usercpu_time_millis_testing 0 usercpu_time_millis_training 130 area_under_roc_curve 0.816379 [0.870192,1,0.515152,0.421875,0.7375,0.0,0.787879,0.0,0.0,1,0.811828,0.96875,0.575758,0.46875,0.0,0.0,0.909091,0.967742,0.0,0.0,0.0,1] area_under_roc_curve 0.843152 [0.879808,1,0.30303,0.90625,0.7,0.0,0.909091,0.0,0.0,1,0.758065,0.924242,0.787879,0.71875,0.0,0.0,1,0.924731,0.0,0.606061,0.0,1] area_under_roc_curve 0.786122 [0.817308,1,0.909091,0.8125,0.629167,0.0,0.80303,0.272727,0.0,0.0,0.703125,0.863636,0.515152,0.992188,0.0,0.348485,0.954545,0.698925,0.0,0.893939,0.0,1] area_under_roc_curve 0.775504 [0.790865,0.960938,0.030303,0.9375,0.629167,0.469697,0.530303,0.712121,0.0,0.0,0.859375,0.848485,0.666667,0.703125,0.757576,0.0,0.909091,0.892473,0.0,0.0,0.0,1] area_under_roc_curve 0.820693 [0.78,1,0.909091,1,0.629167,0.0,0.515152,0.545455,0.0,0.0,0.790323,1,0.69697,1,0.969697,0.0,1,0.951613,0.848485,0.0,0.0,0.828125] area_under_roc_curve 0.85155 [0.871111,1,0.727273,0.666667,0.879167,0.0,0.757812,0.924242,0.0,0.0,0.709677,0.90625,0.0,1,0.0,0.0,0.954545,0.774194,0.606061,0.0,0.0,0.96875] area_under_roc_curve 0.757829 [0.708889,0.96875,0.909091,1,0.725806,0.0,0.5625,0.909091,0.0,0.0,0.467742,0.953125,0.0,0.811828,0.0,0.0,0.666667,0.962366,0.560606,0.0,0.0,0.734375] area_under_roc_curve 0.866933 [0.911111,1,0.0,1,0.908333,0.0,0.8125,0.636364,0.0,0.0,0.763441,0.625,0.0,0.827957,0.0,0.0,0.939394,0.967742,0.545455,0.0,0.0,0.984375] area_under_roc_curve 0.782402 [0.766827,1,0.469697,0.969697,0.545833,0.0,0.78125,0.0,0.0,0.0,0.72043,0.890625,0.424242,0.88172,0.0,0.0,0.954545,0.984375,0.636364,0.0,0.772727,0.96875] area_under_roc_curve 0.810704 [0.94,1,0.75,1,0.482759,0.0,0.546875,0.0,0.0,0.0,0.861111,0.951613,0.109375,0.65,0.0,0.0,1,0.95,0.609375,0.0,0.0,1] 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 f_measure 0.407828 [0.736842,1,0,0,0.25,0,0,0,0,0,0.4,0,0,0,0,0,0,0.4,0,0,0,0.857143] f_measure 0.478135 [0.705882,1,0,0.666667,0.285714,0,0,0,0,0,0,0.333333,0,0.4,0,0,0,0.666667,0,0,0,1] f_measure 0.300654 [0.5,0.5,0,0,0.222222,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0,0,0,1] f_measure 0.369833 [0.705882,0.5,0,0.5,0.181818,0,0,0,0,0,0.4,0,0,0,0,0,0,0.333333,0,0,0,0.8] f_measure 0.478641 [0.75,1,0,0.666667,0,0,0,0,0,0,0.285714,1,0,0.5,0,0,1,0.666667,0,0,0,0.5] f_measure 0.423529 [0.666667,1,0,0,0.4,0,0,0,0,0,0,0.4,0,0.5,0,0,0,0.666667,0,0,0,0.5] f_measure 0.372638 [0.6,0,0,1,0,0,0,0,0,0,0.333333,0.4,0,0.5,0,0,0,0.545455,0,0,0,0.666667] f_measure 0.45968 [0.705882,1,0,1,0.571429,0,0,0,0,0,0,0,0,0.285714,0,0,0,0.6,0,0,0,0.666667] f_measure 0.313445 [0.6,1,0,0,0,0,0,0,0,0,0,0,0,0.571429,0,0,0,0.571429,0,0,0,0.5] f_measure 0.471452 [0.823529,1,0,0,0,0,0,0,0,0,0.5,0.5,0,0.5,0,0,0,0.545455,0,0,0,0.666667] kappa 0.390438 kappa 0.438835 kappa 0.270955 kappa 0.3 kappa 0.438835 kappa 0.381193 kappa 0.320679 kappa 0.397044 kappa 0.286713 kappa 0.481675 kb_relative_information_score 12.313343 kb_relative_information_score 12.667086 kb_relative_information_score 10.162282 kb_relative_information_score 10.593447 kb_relative_information_score 13.262796 kb_relative_information_score 12.333568 kb_relative_information_score 10.875619 kb_relative_information_score 11.915019 kb_relative_information_score 10.302793 kb_relative_information_score 12.632818 mean_absolute_error 0.05796 mean_absolute_error 0.059932 mean_absolute_error 0.066054 mean_absolute_error 0.06246 mean_absolute_error 0.059026 mean_absolute_error 0.060233 mean_absolute_error 0.064896 mean_absolute_error 0.059967 mean_absolute_error 0.062346 mean_absolute_error 0.056271 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 0.373472 [0.636364,1,0,0,0.25,0,0,0,0,0,0.285714,0,0,0,0,0,0,0.5,0,0,0,0.75] precision 0.486275 [0.666667,1,0,1,0.333333,0,0,0,0,0,0,0.2,0,0.333333,0,0,0,0.666667,0,0,0,1] precision 0.278431 [0.5,0.333333,0,0,0.2,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0,0,1] precision 0.369748 [0.666667,0.5,0,0.5,0.142857,0,0,0,0,0,0.333333,0,0,0,0,0,0,0.333333,0,0,0,1] precision 0.489146 [0.857143,1,0,0.5,0,0,0,0,0,0,0.25,1,0,0.333333,0,0,1,0.666667,0,0,0,0.5] precision 0.389706 [0.583333,1,0,0,0.333333,0,0,0,0,0,0,0.333333,0,0.5,0,0,0,0.666667,0,0,0,0.5] precision 0.402963 [0.545455,0,0,1,0,0,0,0,0,0,0.333333,0.333333,0,1,0,0,0,0.375,0,0,0,1] precision 0.483894 [0.75,1,0,1,0.666667,0,0,0,0,0,0,0,0,0.25,0,0,0,0.428571,0,0,0,1] precision 0.273529 [0.5,1,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0.4,0,0,0,0.5] precision 0.471128 [0.777778,1,0,0,0,0,0,0,0,0,0.4,0.5,0,1,0,0,0,0.375,0,0,0,0.5] predictive_accuracy 0.470588 predictive_accuracy 0.5 predictive_accuracy 0.352941 predictive_accuracy 0.382353 predictive_accuracy 0.5 predictive_accuracy 0.470588 predictive_accuracy 0.411765 predictive_accuracy 0.470588 predictive_accuracy 0.382353 predictive_accuracy 0.545455 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 0.470588 [0.875,1,0,0,0.25,0,0,0,0,0,0.666667,0,0,0,0,0,0,0.333333,0,0,0,1] recall 0.5 [0.75,1,0,0.5,0.25,0,0,0,0,0,0,1,0,0.5,0,0,0,0.666667,0,0,0,1] recall 0.352941 [0.5,1,0,0,0.25,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1] recall 0.382353 [0.75,0.5,0,0.5,0.25,0,0,0,0,0,0.5,0,0,0,0,0,0,0.333333,0,0,0,0.666667] recall 0.5 [0.666667,1,0,1,0,0,0,0,0,0,0.333333,1,0,1,0,0,1,0.666667,0,0,0,0.5] recall 0.470588 [0.777778,1,0,0,0.5,0,0,0,0,0,0,0.5,0,0.5,0,0,0,0.666667,0,0,0,0.5] recall 0.411765 [0.666667,0,0,1,0,0,0,0,0,0,0.333333,0.5,0,0.333333,0,0,0,1,0,0,0,0.5] recall 0.470588 [0.666667,1,0,1,0.5,0,0,0,0,0,0,0,0,0.333333,0,0,0,1,0,0,0,0.5] recall 0.382353 [0.75,1,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,1,0,0,0,0.5] recall 0.545455 [0.875,1,0,0,0,0,0,0,0,0,0.666667,0.5,0,0.333333,0,0,0,1,0,0,0,1] relative_absolute_error 0.712763 relative_absolute_error 0.73607 relative_absolute_error 0.809563 relative_absolute_error 0.765517 relative_absolute_error 0.728663 relative_absolute_error 0.744989 relative_absolute_error 0.801563 relative_absolute_error 0.742717 relative_absolute_error 0.76503 relative_absolute_error 0.693754 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 0.178628 root_mean_squared_error 0.179106 root_mean_squared_error 0.191232 root_mean_squared_error 0.189774 root_mean_squared_error 0.172006 root_mean_squared_error 0.175486 root_mean_squared_error 0.184641 root_mean_squared_error 0.171698 root_mean_squared_error 0.183466 root_mean_squared_error 0.17212 root_relative_squared_error 0.887137 root_relative_squared_error 0.888376 root_relative_squared_error 0.94654 root_relative_squared_error 0.939321 root_relative_squared_error 0.857544 root_relative_squared_error 0.87659 root_relative_squared_error 0.921044 root_relative_squared_error 0.858858 root_relative_squared_error 0.909174 root_relative_squared_error 0.857002 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 110 usercpu_time_millis 100 usercpu_time_millis 110 usercpu_time_millis 110 usercpu_time_millis 120 usercpu_time_millis 110 usercpu_time_millis 120 usercpu_time_millis 120 usercpu_time_millis 110 usercpu_time_millis 110 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 110 usercpu_time_millis_training 100 usercpu_time_millis_training 110 usercpu_time_millis_training 110 usercpu_time_millis_training 120 usercpu_time_millis_training 110 usercpu_time_millis_training 120 usercpu_time_millis_training 120 usercpu_time_millis_training 110 usercpu_time_millis_training 110