578238 1 Jan van Rijn 14 Supervised Classification 3935 weka.LWL_DecisionStump(4) 6366 weka.classifiers.lazy.LWL -- -U 0 -K -1 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\"" -W weka.classifiers.trees.DecisionStump A true 3935 K -1 3935 U 0 3935 W weka.classifiers.trees.DecisionStump 3935 study_70 weka weka_3.7.13 14 mfeat-fourier https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff -1 1995725 description https://api.openml.org/data/download/1995725/weka_generated_run8854919903647372764.xml -1 1995727 model_readable https://api.openml.org/data/download/1995727/WekaModel_weka.classifiers.lazy.LWL4619648927971101427.model -1 1995726 model_serialized https://api.openml.org/data/download/1995726/WekaSerialized_weka.classifiers.lazy.LWL5528633695283156492.model -1 1995728 predictions https://api.openml.org/data/download/1995728/weka_generated_predictions1512382960456898167.arff area_under_roc_curve 0.919816 [0.992997,0.859692,0.972868,0.933814,0.871439,0.849293,0.897582,0.970958,0.9677,0.881821] average_cost 0 f_measure 0.499644 [0.977099,0.216606,0.574468,0.615385,0.352941,0.139535,0.474576,0.682731,0.690909,0.272189] kappa 0.499444 kb_relative_information_score 621.222022 mean_absolute_error 0.158031 mean_prior_absolute_error 0.18 number_of_instances 2000 [200,200,200,200,200,200,200,200,200,200] os_information [Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64] precision 0.613287 [0.994819,0.38961,0.412664,0.610837,0.818182,1,0.460094,0.57047,0.542857,0.333333] predictive_accuracy 0.5495 prior_entropy 3.321928 recall 0.5495 [0.96,0.15,0.945,0.62,0.225,0.075,0.49,0.85,0.95,0.23] relative_absolute_error 0.877949 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.275946 root_relative_squared_error 0.919819 scimark_benchmark 1384.949168 [785.6939718563582, 961.0748192432727, 524.0321185975328, 1234.1995812364135, 3419.7453497491315] total_cost 0 usercpu_time_millis 282740 usercpu_time_millis_testing 282740 usercpu_time_millis_training 0 area_under_roc_curve 0.919306 [0.998889,0.809444,0.97,0.977778,0.890278,0.846944,0.850278,0.956111,0.954722,0.938611] area_under_roc_curve 0.930111 [1,0.88,0.928056,0.951944,0.9075,0.844722,0.935833,0.959444,0.982778,0.910833] area_under_roc_curve 0.917389 [0.998056,0.853889,0.995833,0.893056,0.812222,0.862778,0.893056,0.967778,0.999444,0.897778] area_under_roc_curve 0.920375 [0.978611,0.829167,0.999167,0.953889,0.950556,0.835278,0.912083,0.950833,0.978889,0.815278] area_under_roc_curve 0.937625 [1,0.893611,0.967222,0.961944,0.872083,0.895556,0.910833,0.961389,1,0.913611] area_under_roc_curve 0.927722 [1,0.876389,0.995278,0.968056,0.887778,0.815833,0.903889,0.990278,0.981667,0.858056] area_under_roc_curve 0.921778 [0.979722,0.831389,0.994722,0.942222,0.875278,0.805278,0.957222,0.989167,0.998333,0.844444] area_under_roc_curve 0.930722 [1,0.924722,0.9925,0.8825,0.805278,0.931111,0.923056,0.985278,0.937778,0.925] area_under_roc_curve 0.927361 [0.981389,0.815833,0.999167,0.975833,0.893889,0.8725,0.859444,0.989722,0.999444,0.886389] area_under_roc_curve 0.921542 [1,0.938889,0.956667,0.914722,0.894306,0.798889,0.862222,0.981944,0.957778,0.91] 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 0.431364 [0.947368,0.214286,0.506667,0.529412,0.307692,0.26087,0.2,0.604651,0.631579,0.111111] f_measure 0.508256 [1,0.137931,0.472222,0.648649,0.333333,0.095238,0.55,0.666667,0.716981,0.461538] f_measure 0.453949 [0.947368,0.086957,0.575758,0.595745,0.384615,0,0.566038,0.727273,0.655738,0] f_measure 0.523176 [0.974359,0.222222,0.666667,0.695652,0.333333,0.095238,0.4375,0.607143,0.745098,0.454545] f_measure 0.514265 [0.97561,0.296296,0.529412,0.578947,0.296296,0.181818,0.439024,0.692308,0.8,0.352941] f_measure 0.469712 [1,0.142857,0.597015,0.6,0.384615,0,0.285714,0.654545,0.690909,0.341463] f_measure 0.556686 [0.974359,0.266667,0.644068,0.711111,0.333333,0.095238,0.666667,0.77551,0.689655,0.410256] f_measure 0.516696 [0.974359,0.384615,0.606061,0.595745,0.461538,0,0.653846,0.765957,0.641509,0.083333] f_measure 0.456437 [0.974359,0.181818,0.645161,0.5,0.25,0,0.521739,0.610169,0.727273,0.153846] f_measure 0.51375 [1,0.230769,0.539683,0.666667,0.428571,0.518519,0.311111,0.75,0.631579,0.060606] kappa 0.405556 kappa 0.5 kappa 0.488889 kappa 0.533333 kappa 0.511111 kappa 0.483333 kappa 0.566667 kappa 0.538889 kappa 0.477778 kappa 0.488889 kb_relative_information_score 60.390944 kb_relative_information_score 62.914031 kb_relative_information_score 61.313418 kb_relative_information_score 61.131598 kb_relative_information_score 63.447703 kb_relative_information_score 61.540093 kb_relative_information_score 61.89087 kb_relative_information_score 62.085826 kb_relative_information_score 61.288683 kb_relative_information_score 65.218855 mean_absolute_error 0.159048 mean_absolute_error 0.15755 mean_absolute_error 0.158519 mean_absolute_error 0.158666 mean_absolute_error 0.157329 mean_absolute_error 0.158286 mean_absolute_error 0.15817 mean_absolute_error 0.158267 mean_absolute_error 0.158476 mean_absolute_error 0.155997 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] precision 0.540668 [1,0.375,0.345455,0.642857,0.666667,1,0.2,0.565217,0.486486,0.125] precision 0.645447 [1,0.222222,0.326923,0.705882,1,1,0.55,0.6,0.575758,0.473684] precision 0.470725 [1,0.333333,0.413043,0.518519,0.833333,0,0.454545,0.666667,0.487805,0] precision 0.662908 [1,0.428571,0.5,0.615385,1,1,0.583333,0.472222,0.612903,0.416667] precision 0.616766 [0.952381,0.571429,0.375,0.611111,0.571429,1,0.428571,0.5625,0.666667,0.428571] precision 0.499934 [1,0.25,0.425532,0.6,0.833333,0,0.5,0.514286,0.542857,0.333333] precision 0.687972 [1,0.4,0.487179,0.64,1,1,0.75,0.655172,0.526316,0.421053] precision 0.57497 [1,0.833333,0.434783,0.518519,1,0,0.53125,0.666667,0.515152,0.25] precision 0.48473 [1,0.230769,0.47619,0.5625,0.75,0,0.461538,0.461538,0.571429,0.333333] precision 0.597777 [1,0.5,0.395349,0.846154,0.75,1,0.28,0.642857,0.486486,0.076923] predictive_accuracy 0.465 predictive_accuracy 0.55 predictive_accuracy 0.54 predictive_accuracy 0.58 predictive_accuracy 0.56 predictive_accuracy 0.535 predictive_accuracy 0.61 predictive_accuracy 0.585 predictive_accuracy 0.53 predictive_accuracy 0.54 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 recall 0.465 [0.9,0.15,0.95,0.45,0.2,0.15,0.2,0.65,0.9,0.1] recall 0.55 [1,0.1,0.85,0.6,0.2,0.05,0.55,0.75,0.95,0.45] recall 0.54 [0.9,0.05,0.95,0.7,0.25,0,0.75,0.8,1,0] recall 0.58 [0.95,0.15,1,0.8,0.2,0.05,0.35,0.85,0.95,0.5] recall 0.56 [1,0.2,0.9,0.55,0.2,0.1,0.45,0.9,1,0.3] recall 0.535 [1,0.1,1,0.6,0.25,0,0.2,0.9,0.95,0.35] recall 0.61 [0.95,0.2,0.95,0.8,0.2,0.05,0.6,0.95,1,0.4] recall 0.585 [0.95,0.25,1,0.7,0.3,0,0.85,0.9,0.85,0.05] recall 0.53 [0.95,0.15,1,0.45,0.15,0,0.6,0.9,1,0.1] recall 0.54 [1,0.15,0.85,0.55,0.3,0.35,0.35,0.9,0.9,0.05] relative_absolute_error 0.883597 relative_absolute_error 0.875277 relative_absolute_error 0.88066 relative_absolute_error 0.88148 relative_absolute_error 0.874048 relative_absolute_error 0.879366 relative_absolute_error 0.878725 relative_absolute_error 0.879264 relative_absolute_error 0.880424 relative_absolute_error 0.866649 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.277729 root_mean_squared_error 0.275124 root_mean_squared_error 0.276967 root_mean_squared_error 0.276922 root_mean_squared_error 0.274421 root_mean_squared_error 0.276119 root_mean_squared_error 0.276248 root_mean_squared_error 0.276256 root_mean_squared_error 0.276581 root_mean_squared_error 0.273058 root_relative_squared_error 0.925765 root_relative_squared_error 0.91708 root_relative_squared_error 0.923225 root_relative_squared_error 0.923074 root_relative_squared_error 0.914737 root_relative_squared_error 0.920395 root_relative_squared_error 0.920828 root_relative_squared_error 0.920854 root_relative_squared_error 0.921937 root_relative_squared_error 0.910194 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 26820 usercpu_time_millis 28750 usercpu_time_millis 27840 usercpu_time_millis 28470 usercpu_time_millis 27500 usercpu_time_millis 27280 usercpu_time_millis 25120 usercpu_time_millis 24760 usercpu_time_millis 25060 usercpu_time_millis 25000 usercpu_time_millis_testing 26810 usercpu_time_millis_testing 28750 usercpu_time_millis_testing 27840 usercpu_time_millis_testing 28470 usercpu_time_millis_testing 27500 usercpu_time_millis_testing 27280 usercpu_time_millis_testing 25120 usercpu_time_millis_testing 24760 usercpu_time_millis_testing 25060 usercpu_time_millis_testing 25000 usercpu_time_millis_training 10 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0