485362 603 Casey Davis 38 Supervised Classification predictive_accuracy 1154 weka.NaiveBayes(10) 1913 weka.classifiers.bayes.NaiveBayes weka weka_3.7.12 39 ecoli https://www.openml.org/data/download/39/dataset_39_ecoli.arff -1 1701585 description https://api.openml.org/data/download/1701585/weka_generated_run6452265219456616283.xml -1 1701587 model_readable https://api.openml.org/data/download/1701587/WekaModel_weka.classifiers.bayes.NaiveBayes5185604588089918025.model -1 1701586 model_serialized https://api.openml.org/data/download/1701586/WekaSerialized_weka.classifiers.bayes.NaiveBayes8704302016060868191.model -1 1701588 predictions https://api.openml.org/data/download/1701588/weka_generated_predictions3120712478644695813.arff area_under_roc_curve 0.96311 [0.987137,0.963897,0.942037,0.942383,0.996361,0.897281,0.453593,0.467066] average_cost 0 f_measure 0.853469 [0.955017,0.77037,0.857143,0.681818,0.9,0.888889,0,0] kappa 0.800477 kb_relative_information_score 260.08525 mean_absolute_error 0.043226 mean_prior_absolute_error 0.182785 number_of_instances 336 [143,77,52,35,20,5,2,2] os_information [Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic] precision 0.866551 [0.945205,0.896552,0.849057,0.566038,0.9,1,0,0] predictive_accuracy 0.854167 prior_entropy 2.235317 recall 0.854167 [0.965035,0.675325,0.865385,0.857143,0.9,0.8,0,0] relative_absolute_error 0.236484 root_mean_prior_squared_error 0.301619 root_mean_squared_error 0.164626 root_relative_squared_error 0.545807 scimark_benchmark 1230.300389 [770.0842131643863, 1166.7908105227598, 503.86757524958944, 1198.6465279202105, 2512.112820167506] total_cost 0 usercpu_time_millis 10 usercpu_time_millis_testing 10 usercpu_time_millis_training 0 area_under_roc_curve 0.992534 [1,0.980769,1,0.975,1,0.0,0.0,0.0] area_under_roc_curve 0.991021 [1,0.994709,0.965517,0.991667,0.96875,1,0.0,0.0] area_under_roc_curve 0.934186 [1,0.910053,0.851724,0.908333,1,1,0.0,0.5] area_under_roc_curve 0.970847 [1,0.968254,0.986207,0.95,1,1,0.0,0.5] area_under_roc_curve 0.94018 [0.957143,0.995192,0.827586,0.991667,1,0.5,0.0,0.0] area_under_roc_curve 0.953888 [0.985714,0.990385,0.848276,0.989247,1,1,0.5,0.0] area_under_roc_curve 0.952802 [0.992481,0.91,1,0.933333,0.983871,0.0,0.5,0.0] area_under_roc_curve 0.985455 [1,0.965,1,0.933333,1,0.0,0.0,0.0] area_under_roc_curve 0.935912 [0.954887,0.9,1,0.772222,1,0.0,0.0,0.0] area_under_roc_curve 0.985512 [0.977778,0.995,0.985714,0.988889,1,0.0,0.0,0.0] 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 average_cost 0 f_measure 0.942857 [1,0.857143,1,0.8,1,0,0,0] f_measure 0.91176 [0.965517,0.923077,0.833333,0.888889,0.666667,1,0,0] f_measure 0.811782 [0.965517,0.666667,0.75,0.666667,1,1,0,0] f_measure 0.809331 [0.965517,0.714286,0.8,0.5,1,1,0,0] f_measure 0.881226 [0.965517,0.875,0.888889,0.75,1,0,0,0] f_measure 0.816877 [0.928571,0.857143,0.666667,0.75,0.666667,1,0,0] f_measure 0.815001 [0.965517,0.666667,0.888889,0.666667,0.8,0,0,0] f_measure 0.939394 [1,0.875,1,0.666667,1,0,0,0] f_measure 0.718647 [0.896552,0.363636,0.909091,0.4,0.8,0,0,0] f_measure 0.849054 [0.896552,0.769231,0.833333,0.75,1,0,0,0] kappa 0.918072 kappa 0.879433 kappa 0.762515 kappa 0.760282 kappa 0.83848 kappa 0.762515 kappa 0.753425 kappa 0.915385 kappa 0.62782 kappa 0.789809 kb_relative_information_score 28.354811 kb_relative_information_score 28.144594 kb_relative_information_score 25.902962 kb_relative_information_score 27.210291 kb_relative_information_score 27.348299 kb_relative_information_score 26.774806 kb_relative_information_score 23.282328 kb_relative_information_score 26.937121 kb_relative_information_score 21.076057 kb_relative_information_score 25.053981 mean_absolute_error 0.026437 mean_absolute_error 0.034115 mean_absolute_error 0.056869 mean_absolute_error 0.042559 mean_absolute_error 0.035315 mean_absolute_error 0.046084 mean_absolute_error 0.055332 mean_absolute_error 0.029052 mean_absolute_error 0.065139 mean_absolute_error 0.0419 mean_prior_absolute_error 0.180852 mean_prior_absolute_error 0.182391 mean_prior_absolute_error 0.185405 mean_prior_absolute_error 0.185405 mean_prior_absolute_error 0.183802 mean_prior_absolute_error 0.184508 mean_prior_absolute_error 0.182655 mean_prior_absolute_error 0.181554 mean_prior_absolute_error 0.181554 mean_prior_absolute_error 0.17955 number_of_instances 34 [15,8,5,4,2,0,0,0] number_of_instances 34 [15,7,5,4,2,1,0,0] number_of_instances 34 [14,7,5,4,2,1,0,1] number_of_instances 34 [14,7,5,4,2,1,0,1] number_of_instances 34 [14,8,5,4,2,1,0,0] number_of_instances 34 [14,8,5,3,2,1,1,0] number_of_instances 33 [14,8,5,3,2,0,1,0] number_of_instances 33 [14,8,6,3,2,0,0,0] number_of_instances 33 [14,8,6,3,2,0,0,0] number_of_instances 33 [15,8,5,3,2,0,0,0] precision 0.960784 [1,1,1,0.666667,1,0,0,0] precision 0.934454 [1,1,0.714286,0.8,1,1,0,0] precision 0.843137 [0.933333,0.8,1,0.5,1,1,0,0] precision 0.796078 [0.933333,0.714286,0.8,0.5,1,1,0,0] precision 0.884314 [0.933333,0.875,1,0.75,1,0,0,0] precision 0.842857 [0.928571,1,0.571429,0.6,1,1,0,0] precision 0.875758 [0.933333,1,1,0.5,0.666667,0,0,0] precision 0.939394 [1,0.875,1,0.666667,1,0,0,0] precision 0.777489 [0.866667,0.666667,1,0.285714,0.666667,0,0,0] precision 0.887879 [0.928571,1,0.714286,0.6,1,0,0,0] predictive_accuracy 0.941176 predictive_accuracy 0.911765 predictive_accuracy 0.823529 predictive_accuracy 0.823529 predictive_accuracy 0.882353 predictive_accuracy 0.823529 predictive_accuracy 0.818182 predictive_accuracy 0.939394 predictive_accuracy 0.727273 predictive_accuracy 0.848485 prior_entropy 2.235317 prior_entropy 2.235317 prior_entropy 2.235317 prior_entropy 2.235317 prior_entropy 2.235317 prior_entropy 2.235317 prior_entropy 2.235317 prior_entropy 2.235317 prior_entropy 2.235317 prior_entropy 2.235317 recall 0.941176 [1,0.75,1,1,1,0,0,0] recall 0.911765 [0.933333,0.857143,1,1,0.5,1,0,0] recall 0.823529 [1,0.571429,0.6,1,1,1,0,0] recall 0.823529 [1,0.714286,0.8,0.5,1,1,0,0] recall 0.882353 [1,0.875,0.8,0.75,1,0,0,0] recall 0.823529 [0.928571,0.75,0.8,1,0.5,1,0,0] recall 0.818182 [1,0.5,0.8,1,1,0,0,0] recall 0.939394 [1,0.875,1,0.666667,1,0,0,0] recall 0.727273 [0.928571,0.25,0.833333,0.666667,1,0,0,0] recall 0.848485 [0.866667,0.625,1,1,1,0,0,0] relative_absolute_error 0.14618 relative_absolute_error 0.187045 relative_absolute_error 0.306726 relative_absolute_error 0.229548 relative_absolute_error 0.192135 relative_absolute_error 0.249768 relative_absolute_error 0.302933 relative_absolute_error 0.160016 relative_absolute_error 0.358784 relative_absolute_error 0.233361 root_mean_prior_squared_error 0.298399 root_mean_prior_squared_error 0.300966 root_mean_prior_squared_error 0.305932 root_mean_prior_squared_error 0.305932 root_mean_prior_squared_error 0.303301 root_mean_prior_squared_error 0.304462 root_mean_prior_squared_error 0.301404 root_mean_prior_squared_error 0.299572 root_mean_prior_squared_error 0.299572 root_mean_prior_squared_error 0.296208 root_mean_squared_error 0.109024 root_mean_squared_error 0.146247 root_mean_squared_error 0.181373 root_mean_squared_error 0.169291 root_mean_squared_error 0.149551 root_mean_squared_error 0.173856 root_mean_squared_error 0.189385 root_mean_squared_error 0.119228 root_mean_squared_error 0.221233 root_mean_squared_error 0.158209 root_relative_squared_error 0.365364 root_relative_squared_error 0.485924 root_relative_squared_error 0.592853 root_relative_squared_error 0.55336 root_relative_squared_error 0.493077 root_relative_squared_error 0.571027 root_relative_squared_error 0.628344 root_relative_squared_error 0.397995 root_relative_squared_error 0.738498 root_relative_squared_error 0.534113 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 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 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_testing 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 usercpu_time_millis_training 0 usercpu_time_millis_training 0