235634 2 Joaquin Vanschoren 242 Supervised Classification predictive_accuracy 1087 weka.HoeffdingTree(3) 1857 weka.classifiers.trees.HoeffdingTree -- -L 2 -S 1 -E 1.0E-7 -H 0.05 -M 0.01 -G 200.0 -N 0.0 L 2 1087 S 1 1087 E 1.0E-7 1087 H 0.05 1087 M 0.01 1087 G 200.0 1087 N 0.0 1087 weka weka_3.7.12 12 mfeat-factors https://www.openml.org/data/download/12/dataset_12_mfeat-factors.arff -1 785229 description https://api.openml.org/data/download/785229/weka_generated_run9106877676265872280.xml -1 785232 model_readable https://api.openml.org/data/download/785232/WekaModel_weka.classifiers.trees.HoeffdingTree4523590928197690218.model -1 785231 model_serialized https://api.openml.org/data/download/785231/WekaSerialized_weka.classifiers.trees.HoeffdingTree8678468684655148367.model -1 785230 predictions https://api.openml.org/data/download/785230/weka_generated_predictions6421396048350796970.arff area_under_roc_curve 0.973022 [0.979058,0.977846,0.966963,0.981309,0.989157,0.981848,0.976731,0.944447,0.95425,0.973855] average_cost 0 f_measure 0.936449 [0.946667,0.961039,0.892562,0.944,0.956522,0.9375,0.962406,0.916667,0.890756,0.939394] kappa 0.929239 kb_relative_information_score 616.240176 mean_absolute_error 0.012779 mean_prior_absolute_error 0.18 number_of_instances 660 [76,77,57,63,68,62,67,64,60,66] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.938132 [0.959459,0.961039,0.84375,0.951613,0.942857,0.909091,0.969697,0.982143,0.898305,0.939394] predictive_accuracy 0.936364 prior_entropy 3.321928 recall 0.936364 [0.934211,0.961039,0.947368,0.936508,0.970588,0.967742,0.955224,0.859375,0.883333,0.939394] relative_absolute_error 0.070997 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.112288 root_relative_squared_error 0.374293 scimark_benchmark 1321.723623 [817.3573517120341, 976.4149961811265, 523.7765116954197, 1075.683201074126, 3215.386054602602] total_cost 0 usercpu_time_millis 4480 usercpu_time_millis_testing 1270 usercpu_time_millis_training 3210 area_under_roc_curve 0.973022 [0.979058,0.977846,0.966963,0.981309,0.989157,0.981848,0.976731,0.944447,0.95425,0.973855] average_cost 0 f_measure 0.936449 [0.946667,0.961039,0.892562,0.944,0.956522,0.9375,0.962406,0.916667,0.890756,0.939394] kappa 0.929239 kb_relative_information_score 616.240176 mean_absolute_error 0.012779 mean_prior_absolute_error 0.18 number_of_instances 660 [76,77,57,63,68,62,67,64,60,66] precision 0.938132 [0.959459,0.961039,0.84375,0.951613,0.942857,0.909091,0.969697,0.982143,0.898305,0.939394] predictive_accuracy 0.936364 prior_entropy 3.321928 recall 0.936364 [0.934211,0.961039,0.947368,0.936508,0.970588,0.967742,0.955224,0.859375,0.883333,0.939394] relative_absolute_error 0.070997 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.112288 root_relative_squared_error 0.374293 total_cost 0 usercpu_time_millis 1420 usercpu_time_millis_testing 420 usercpu_time_millis_training 1000