553533 1 Jan van Rijn 3996 Supervised Classification predictive_accuracy 2554 weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3) 3463 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.bayes.NaiveBayes P 1 2049 E 1 2049 D 1 2050 N 5 2050 E weka.attributeSelection.CfsSubsetEval 2554 S weka.attributeSelection.BestFirst 2554 W weka.classifiers.bayes.NaiveBayes 2554 study_15 study_20 weka weka_3.7.13 1162 AP_Ovary_Uterus https://www.openml.org/data/download/54045/AP_Ovary_Uterus.arff -1 1905008 description https://api.openml.org/data/download/1905008/weka_generated_run2624163476741124277.xml -1 1905010 model_readable https://api.openml.org/data/download/1905010/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier9223164633016882805.model -1 1905009 model_serialized https://api.openml.org/data/download/1905009/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier1270701372205421611.model -1 1905011 predictions https://api.openml.org/data/download/1905011/weka_generated_predictions8385485781742143123.arff area_under_roc_curve 0.862048 [0.862048,0.862048] average_cost 0 f_measure 0.854146 [0.881013,0.811245] kappa 0.692261 kb_relative_information_score 221.169128 mean_absolute_error 0.144536 mean_prior_absolute_error 0.473756 number_of_instances 322 [198,124] os_information [Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64] precision 0.854271 [0.883249,0.808] predictive_accuracy 0.854037 prior_entropy 0.962037 recall 0.854037 [0.878788,0.814516] relative_absolute_error 0.305085 root_mean_prior_squared_error 0.486618 root_mean_squared_error 0.378261 root_relative_squared_error 0.777327 scimark_benchmark 1389.889662 [768.7265751192471, 979.3926485492494, 524.8004995102859, 1262.128128441616, 3414.400459655734] total_cost 0 usercpu_time_millis 3795140 usercpu_time_millis_testing 50 usercpu_time_millis_training 3795090 area_under_roc_curve 0.919231 [0.919231,0.919231] area_under_roc_curve 0.959615 [0.959615,0.959615] area_under_roc_curve 0.810417 [0.810417,0.810417] area_under_roc_curve 0.825 [0.825,0.825] area_under_roc_curve 0.958333 [0.958333,0.958333] area_under_roc_curve 0.825 [0.825,0.825] area_under_roc_curve 0.95 [0.95,0.95] area_under_roc_curve 0.739583 [0.739583,0.739583] area_under_roc_curve 0.878543 [0.878543,0.878543] area_under_roc_curve 0.736842 [0.736842,0.736842] 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 0.879927 [0.894737,0.857143] f_measure 0.96946 [0.97561,0.96] f_measure 0.779162 [0.829268,0.695652] f_measure 0.842259 [0.878049,0.782609] f_measure 0.968452 [0.97561,0.956522] f_measure 0.842259 [0.878049,0.782609] f_measure 0.938259 [0.947368,0.923077] f_measure 0.753036 [0.789474,0.692308] f_measure 0.845135 [0.857143,0.827586] f_measure 0.710697 [0.780488,0.608696] kappa 0.752809 kappa 0.935673 kappa 0.525424 kappa 0.661017 kappa 0.932203 kappa 0.661017 kappa 0.870968 kappa 0.483871 kappa 0.6875 kappa 0.394958 kb_relative_information_score 24.564558 kb_relative_information_score 31.027977 kb_relative_information_score 16.660327 kb_relative_information_score 20.96264 kb_relative_information_score 29.599691 kb_relative_information_score 20.96264 kb_relative_information_score 27.440428 kb_relative_information_score 14.425354 kb_relative_information_score 21.606941 kb_relative_information_score 13.91857 mean_absolute_error 0.120923 mean_absolute_error 0.030303 mean_absolute_error 0.218414 mean_absolute_error 0.15625 mean_absolute_error 0.03125 mean_absolute_error 0.15625 mean_absolute_error 0.0625 mean_absolute_error 0.251216 mean_absolute_error 0.157335 mean_absolute_error 0.265225 mean_prior_absolute_error 0.475776 mean_prior_absolute_error 0.475776 mean_prior_absolute_error 0.471451 mean_prior_absolute_error 0.471451 mean_prior_absolute_error 0.471451 mean_prior_absolute_error 0.471451 mean_prior_absolute_error 0.471451 mean_prior_absolute_error 0.471451 mean_prior_absolute_error 0.478588 mean_prior_absolute_error 0.478588 number_of_instances 33 [20,13] number_of_instances 33 [20,13] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [19,13] number_of_instances 32 [19,13] precision 0.887542 [0.944444,0.8] precision 0.97114 [0.952381,1] precision 0.77868 [0.809524,0.727273] precision 0.842532 [0.857143,0.818182] precision 0.970238 [0.952381,1] precision 0.842532 [0.857143,0.818182] precision 0.946429 [1,0.857143] precision 0.761905 [0.833333,0.642857] precision 0.861328 [0.9375,0.75] precision 0.716193 [0.727273,0.7] predictive_accuracy 0.878788 predictive_accuracy 0.969697 predictive_accuracy 0.78125 predictive_accuracy 0.84375 predictive_accuracy 0.96875 predictive_accuracy 0.84375 predictive_accuracy 0.9375 predictive_accuracy 0.75 predictive_accuracy 0.84375 predictive_accuracy 0.71875 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 recall 0.878788 [0.85,0.923077] recall 0.969697 [1,0.923077] recall 0.78125 [0.85,0.666667] recall 0.84375 [0.9,0.75] recall 0.96875 [1,0.916667] recall 0.84375 [0.9,0.75] recall 0.9375 [0.9,1] recall 0.75 [0.75,0.75] recall 0.84375 [0.789474,0.923077] recall 0.71875 [0.842105,0.538462] relative_absolute_error 0.25416 relative_absolute_error 0.063692 relative_absolute_error 0.46328 relative_absolute_error 0.331424 relative_absolute_error 0.066285 relative_absolute_error 0.331424 relative_absolute_error 0.13257 relative_absolute_error 0.532857 relative_absolute_error 0.328748 relative_absolute_error 0.554183 root_mean_prior_squared_error 0.488689 root_mean_prior_squared_error 0.488689 root_mean_prior_squared_error 0.484243 root_mean_prior_squared_error 0.484243 root_mean_prior_squared_error 0.484243 root_mean_prior_squared_error 0.484243 root_mean_prior_squared_error 0.484243 root_mean_prior_squared_error 0.484243 root_mean_prior_squared_error 0.491558 root_mean_prior_squared_error 0.491558 root_mean_squared_error 0.347328 root_mean_squared_error 0.174078 root_mean_squared_error 0.466991 root_mean_squared_error 0.395285 root_mean_squared_error 0.176777 root_mean_squared_error 0.395285 root_mean_squared_error 0.25 root_mean_squared_error 0.500047 root_mean_squared_error 0.395284 root_mean_squared_error 0.503461 root_relative_squared_error 0.710734 root_relative_squared_error 0.356213 root_relative_squared_error 0.964373 root_relative_squared_error 0.816293 root_relative_squared_error 0.365058 root_relative_squared_error 0.816293 root_relative_squared_error 0.516269 root_relative_squared_error 1.032636 root_relative_squared_error 0.804145 root_relative_squared_error 1.024216 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 3476720 usercpu_time_millis 3626400 usercpu_time_millis 3235360 usercpu_time_millis 3487920 usercpu_time_millis 3086730 usercpu_time_millis 3645260 usercpu_time_millis 4041810 usercpu_time_millis 3954680 usercpu_time_millis 3505150 usercpu_time_millis 3516390 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_training 3476710 usercpu_time_millis_training 3626390 usercpu_time_millis_training 3235350 usercpu_time_millis_training 3487910 usercpu_time_millis_training 3086730 usercpu_time_millis_training 3645250 usercpu_time_millis_training 4041810 usercpu_time_millis_training 3954670 usercpu_time_millis_training 3505140 usercpu_time_millis_training 3516390