561894 939 Martijn Post 3786 Supervised Classification predictive_accuracy 3469 weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3) 5779 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.InfoGainAttributeEval " -S "weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1" -W weka.classifiers.bayes.NaiveBayes T -1.7976931348623157E308 2118 N -1 2118 S weka.attributeSelection.Ranker 3469 W weka.classifiers.bayes.NaiveBayes 3469 weka weka_3.7.13 923 visualizing_soil https://www.openml.org/data/download/53457/visualizing_soil.arff -1 1938056 description https://api.openml.org/data/download/1938056/weka_generated_run1157160202935274836.xml -1 1938058 model_readable https://api.openml.org/data/download/1938058/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier6910902249782372458.model -1 1938057 model_serialized https://api.openml.org/data/download/1938057/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier6365925387905515102.model -1 1938059 predictions https://api.openml.org/data/download/1938059/weka_generated_predictions66995124096618749.arff area_under_roc_curve 0.999668 [0.999668,0.999668] average_cost 0 f_measure 0.94632 [0.953843,0.937124] kappa 0.891283 kb_relative_information_score 6961.585246 mean_absolute_error 0.108069 mean_prior_absolute_error 0.494991 number_of_instances 8641 [4753,3888] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0] precision 0.951463 [0.911759,1] predictive_accuracy 0.946765 prior_entropy 0.992763 recall 0.946765 [1,0.881687] relative_absolute_error 0.218325 root_mean_prior_squared_error 0.497488 root_mean_squared_error 0.193757 root_relative_squared_error 0.389469 scimark_benchmark 1925.356528 [1146.3953422140098, 1546.5127835931346, 875.0952124442638, 1848.0367280196047, 4210.74257556087] total_cost 0 usercpu_time_millis 31.25 usercpu_time_millis_testing 15.625 usercpu_time_millis_training 15.625 area_under_roc_curve 0.999957 [0.999957,0.999957] area_under_roc_curve 0.999816 [0.999816,0.999816] area_under_roc_curve 0.999848 [0.999848,0.999848] area_under_roc_curve 0.999811 [0.999811,0.999811] area_under_roc_curve 0.999307 [0.999307,0.999307] area_under_roc_curve 0.999426 [0.999426,0.999426] area_under_roc_curve 0.999675 [0.999675,0.999675] area_under_roc_curve 0.999551 [0.999551,0.999551] area_under_roc_curve 0.999578 [0.999578,0.999578] area_under_roc_curve 0.999686 [0.999686,0.999686] 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 0.956958 [0.962588,0.950067] f_measure 0.958083 [0.963489,0.951482] f_measure 0.947496 [0.954774,0.938608] f_measure 0.940405 [0.949051,0.929849] f_measure 0.932098 [0.94246,0.919444] f_measure 0.941589 [0.95,0.931319] f_measure 0.942772 [0.950951,0.932785] f_measure 0.949853 [0.956697,0.941497] f_measure 0.946309 [0.953908,0.936986] f_measure 0.947489 [0.954865,0.93844] kappa 0.912819 kappa 0.915122 kappa 0.893678 kappa 0.879331 kappa 0.862542 kappa 0.881725 kappa 0.884118 kappa 0.898451 kappa 0.89121 kappa 0.893601 kb_relative_information_score 704.163859 kb_relative_information_score 715.10328 kb_relative_information_score 697.75752 kb_relative_information_score 693.592295 kb_relative_information_score 686.366057 kb_relative_information_score 688.836067 kb_relative_information_score 688.771813 kb_relative_information_score 698.081432 kb_relative_information_score 693.458349 kb_relative_information_score 695.454576 mean_absolute_error 0.104734 mean_absolute_error 0.097833 mean_absolute_error 0.107494 mean_absolute_error 0.108935 mean_absolute_error 0.112213 mean_absolute_error 0.112075 mean_absolute_error 0.112648 mean_absolute_error 0.107703 mean_absolute_error 0.108954 mean_absolute_error 0.108104 mean_prior_absolute_error 0.494967 mean_prior_absolute_error 0.495019 mean_prior_absolute_error 0.495019 mean_prior_absolute_error 0.495019 mean_prior_absolute_error 0.495019 mean_prior_absolute_error 0.495019 mean_prior_absolute_error 0.495019 mean_prior_absolute_error 0.495019 mean_prior_absolute_error 0.494903 mean_prior_absolute_error 0.494903 number_of_instances 865 [476,389] number_of_instances 864 [475,389] number_of_instances 864 [475,389] number_of_instances 864 [475,389] number_of_instances 864 [475,389] number_of_instances 864 [475,389] number_of_instances 864 [475,389] number_of_instances 864 [475,389] number_of_instances 864 [476,388] number_of_instances 864 [476,388] precision 0.960311 [0.927875,1] precision 0.961269 [0.92955,1] precision 0.952424 [0.913462,1] precision 0.946695 [0.903042,1] precision 0.940175 [0.891182,1] precision 0.947641 [0.904762,1] precision 0.94859 [0.906489,1] precision 0.954363 [0.916988,1] precision 0.951451 [0.911877,1] precision 0.952415 [0.913628,1] predictive_accuracy 0.957225 predictive_accuracy 0.958333 predictive_accuracy 0.947917 predictive_accuracy 0.940972 predictive_accuracy 0.93287 predictive_accuracy 0.94213 predictive_accuracy 0.943287 predictive_accuracy 0.950231 predictive_accuracy 0.946759 predictive_accuracy 0.947917 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 recall 0.957225 [1,0.904884] recall 0.958333 [1,0.907455] recall 0.947917 [1,0.884319] recall 0.940972 [1,0.868895] recall 0.93287 [1,0.8509] recall 0.94213 [1,0.871465] recall 0.943287 [1,0.874036] recall 0.950231 [1,0.88946] recall 0.946759 [1,0.881443] recall 0.947917 [1,0.884021] relative_absolute_error 0.211598 relative_absolute_error 0.197635 relative_absolute_error 0.217151 relative_absolute_error 0.220062 relative_absolute_error 0.226684 relative_absolute_error 0.226405 relative_absolute_error 0.227562 relative_absolute_error 0.217573 relative_absolute_error 0.220152 relative_absolute_error 0.218435 root_mean_prior_squared_error 0.497465 root_mean_prior_squared_error 0.497517 root_mean_prior_squared_error 0.497517 root_mean_prior_squared_error 0.497517 root_mean_prior_squared_error 0.497517 root_mean_prior_squared_error 0.497517 root_mean_prior_squared_error 0.497517 root_mean_prior_squared_error 0.497517 root_mean_prior_squared_error 0.497401 root_mean_prior_squared_error 0.497401 root_mean_squared_error 0.184064 root_mean_squared_error 0.174194 root_mean_squared_error 0.191028 root_mean_squared_error 0.197908 root_mean_squared_error 0.207289 root_mean_squared_error 0.199431 root_mean_squared_error 0.198648 root_mean_squared_error 0.190724 root_mean_squared_error 0.197618 root_mean_squared_error 0.194695 root_relative_squared_error 0.370005 root_relative_squared_error 0.350127 root_relative_squared_error 0.383963 root_relative_squared_error 0.397792 root_relative_squared_error 0.416647 root_relative_squared_error 0.400852 root_relative_squared_error 0.399279 root_relative_squared_error 0.383351 root_relative_squared_error 0.397302 root_relative_squared_error 0.391426 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 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis_testing 15.625 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 15.625 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625