25798 2 Joaquin Vanschoren 59 Supervised Classification predictive_accuracy 416 weka.MultilayerPerceptron(2) 872 weka.classifiers.functions.MultilayerPerceptron -- -L 0.4 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H a E 20 416 H a 416 L 0.4 416 M 0.2 416 N 500 416 S 0 416 V 0 416 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 54081 description https://api.openml.org/data/download/54081/weka_generated_run4725791482212826734.xml -1 54084 model_readable https://api.openml.org/data/download/54084/WekaModel_weka.classifiers.functions.MultilayerPerceptron238652088646953826.model -1 54083 model_serialized https://api.openml.org/data/download/54083/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron479507983851071206.model -1 54082 predictions https://api.openml.org/data/download/54082/weka_generated_predictions5894480644598488377.arff area_under_roc_curve 0.997467 [1,0.996,0.9964] average_cost 0 build_cpu_time 0.0782 build_memory 95256496 f_measure 0.966637 [1,0.948454,0.951456] kappa 0.95 kb_relative_information_score 141.704906 mean_absolute_error 0.030477 mean_prior_absolute_error 0.444444 number_of_instances 150 [50,50,50] os_information [Oracle Corporation, 1.7.0_67, x86_64, Mac OS X, 10.9.5] precision 0.967751 [1,0.978723,0.924528] predictive_accuracy 0.966667 prior_entropy 1.584963 recall 0.966667 [1,0.92,0.98] relative_absolute_error 0.068574 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.126629 root_relative_squared_error 0.26862 scimark_benchmark 1690.825873 [1023.91589601402311238.8010094469903658.33341286034991356.15108260722884176.9279643718455] total_cost 0 area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.986667 [1,0.98,0.98] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.986667 [1,0.98,0.98] area_under_roc_curve 1 [1,1,1] 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 build_cpu_time 0.086 build_cpu_time 0.078 build_cpu_time 0.078 build_cpu_time 0.077 build_cpu_time 0.077 build_cpu_time 0.077 build_cpu_time 0.077 build_cpu_time 0.077 build_cpu_time 0.077 build_cpu_time 0.078 build_memory 472203384 build_memory 48768016 build_memory 50418088 build_memory 50418088 build_memory 52052320 build_memory 52052320 build_memory 55437848 build_memory 57071632 build_memory 57071632 build_memory 57071632 f_measure 1 [1,1,1] f_measure 1 [1,1,1] f_measure 0.93266 [1,0.888889,0.909091] f_measure 0.93266 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.93266 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.93266 [1,0.909091,0.888889] f_measure 0.93266 [1,0.888889,0.909091] f_measure 1 [1,1,1] kappa 1 kappa 1 kappa 0.9 kappa 0.9 kappa 1 kappa 0.9 kappa 1 kappa 0.9 kappa 0.9 kappa 1 kb_relative_information_score 14.666532 kb_relative_information_score 14.813789 kb_relative_information_score 13.816844 kb_relative_information_score 14.119353 kb_relative_information_score 14.482936 kb_relative_information_score 13.296246 kb_relative_information_score 14.804583 kb_relative_information_score 13.467629 kb_relative_information_score 13.404537 kb_relative_information_score 14.832457 mean_absolute_error 0.015677 mean_absolute_error 0.008997 mean_absolute_error 0.038853 mean_absolute_error 0.033382 mean_absolute_error 0.02292 mean_absolute_error 0.059774 mean_absolute_error 0.009471 mean_absolute_error 0.052305 mean_absolute_error 0.055293 mean_absolute_error 0.008103 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] precision 1 [1,1,1] precision 1 [1,1,1] precision 0.944444 [1,1,0.833333] precision 0.944444 [1,1,0.833333] precision 1 [1,1,1] precision 0.944444 [1,1,0.833333] precision 1 [1,1,1] precision 0.944444 [1,0.833333,1] precision 0.944444 [1,1,0.833333] precision 1 [1,1,1] predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.933333 predictive_accuracy 0.933333 predictive_accuracy 1 predictive_accuracy 0.933333 predictive_accuracy 1 predictive_accuracy 0.933333 predictive_accuracy 0.933333 predictive_accuracy 1 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 recall 1 [1,1,1] recall 1 [1,1,1] recall 0.933333 [1,0.8,1] recall 0.933333 [1,0.8,1] recall 1 [1,1,1] recall 0.933333 [1,0.8,1] recall 1 [1,1,1] recall 0.933333 [1,1,0.8] recall 0.933333 [1,0.8,1] recall 1 [1,1,1] relative_absolute_error 0.035272 relative_absolute_error 0.020244 relative_absolute_error 0.087419 relative_absolute_error 0.075109 relative_absolute_error 0.05157 relative_absolute_error 0.134492 relative_absolute_error 0.021309 relative_absolute_error 0.117686 relative_absolute_error 0.124408 relative_absolute_error 0.018232 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.032621 root_mean_squared_error 0.012423 root_mean_squared_error 0.140283 root_mean_squared_error 0.110333 root_mean_squared_error 0.06133 root_mean_squared_error 0.207839 root_mean_squared_error 0.011388 root_mean_squared_error 0.205409 root_mean_squared_error 0.194572 root_mean_squared_error 0.011744 root_relative_squared_error 0.0692 root_relative_squared_error 0.026354 root_relative_squared_error 0.297585 root_relative_squared_error 0.234052 root_relative_squared_error 0.1301 root_relative_squared_error 0.440892 root_relative_squared_error 0.024158 root_relative_squared_error 0.435738 root_relative_squared_error 0.41275 root_relative_squared_error 0.024912 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