506344 603 Casey Davis 2065 Supervised Classification predictive_accuracy 1820 weka.MultilayerPerceptron(4) 2826 weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H a L 0.3 1820 M 0.2 1820 N 500 1820 V 0 1820 S 0 1820 E 20 1820 H a 1820 weka weka_3.7.13 171 primary-tumor https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff -1 1761545 description https://api.openml.org/data/download/1761545/weka_generated_run8992983280401334161.xml -1 1761548 model_readable https://api.openml.org/data/download/1761548/WekaModel_weka.classifiers.functions.MultilayerPerceptron3448410618510585031.model -1 1761547 model_serialized https://api.openml.org/data/download/1761547/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron5439871279187296203.model -1 1761546 predictions https://api.openml.org/data/download/1761546/weka_generated_predictions427563962738025558.arff area_under_roc_curve 0.791834 [0.85936,0.976019,0.637037,0.811319,0.63906,0.819527,0.59989,0.642893,0.0,0.366469,0.75379,0.816273,0.669535,0.739881,0.832344,0.508876,0.803951,0.901669,0.653403,0.716617,0.455621,0.921693] average_cost 0 f_measure 0.400907 [0.682353,0.790698,0,0.086957,0.282051,0,0,0.333333,0,0,0.175439,0.216216,0,0.210526,0,0,0.222222,0.571429,0,0,0,0.680851] kappa 0.336693 kb_relative_information_score 117.197878 mean_absolute_error 0.056469 mean_prior_absolute_error 0.081209 number_of_instances 339 [84,20,9,14,39,1,14,6,0,2,28,16,7,24,2,1,10,29,6,2,1,24] os_information [Oracle Corporation, 1.7.0_79, amd64, Linux, 3.16.0-38-generic] precision 0.391672 [0.674419,0.73913,0,0.111111,0.282051,0,0,0.333333,0,0,0.172414,0.190476,0,0.181818,0,0,0.25,0.529412,0,0,0,0.695652] predictive_accuracy 0.412979 prior_entropy 3.754223 recall 0.412979 [0.690476,0.85,0,0.071429,0.282051,0,0,0.333333,0,0,0.178571,0.25,0,0.25,0,0,0.2,0.62069,0,0,0,0.666667] relative_absolute_error 0.69535 root_mean_prior_squared_error 0.201084 root_mean_squared_error 0.204522 root_relative_squared_error 1.017097 scimark_benchmark 476.813475 [233.12492239333505, 597.1351128413215, 204.2110588926721, 366.6349601447504, 982.9613219225416] total_cost 0 usercpu_time_millis 15130 usercpu_time_millis_testing 30 usercpu_time_millis_training 15100 area_under_roc_curve 0.718476 [0.764423,1,0.272727,0.640625,0.795833,0.0,0.272727,0.0,0.0,0.242424,0.478495,0.90625,0.969697,0.476562,0.0,0.0,0.212121,1,0.0,0.0,0.0,0.892473] area_under_roc_curve 0.764463 [0.879808,1,0.090909,0.84375,0.575,0.0,0.606061,0.0,0.0,0.060606,0.516129,0.924242,0.878788,0.75,0.0,0.0,1,0.795699,0.0,0.969697,0.0,1] area_under_roc_curve 0.765118 [0.8125,0.984375,0.757576,0.59375,0.541667,0.0,0.742424,0.69697,0.0,0.0,0.90625,0.924242,0.69697,0.84375,0.0,0.727273,0.666667,0.698925,0.0,0.575758,0.0,0.935484] area_under_roc_curve 0.800079 [0.899038,0.84375,0.757576,0.953125,0.545833,0.939394,0.727273,0.166667,0.0,0.0,0.625,0.545455,0.818182,0.796875,0.848485,0.0,0.909091,0.892473,0.0,0.0,0.0,1] area_under_roc_curve 0.871177 [0.857778,1,0.484848,1,0.85,0.0,0.787879,0.939394,0.0,0.0,0.849462,0.939394,0.757576,0.953125,0.909091,0.0,1,0.989247,0.69697,0.0,0.0,0.78125] area_under_roc_curve 0.795569 [0.875556,1,0.515152,0.257576,0.641667,0.0,0.6875,1,0.0,0.0,0.88172,0.90625,0.0,0.890625,0.0,0.0,0.575758,0.688172,0.575758,0.0,0.0,1] area_under_roc_curve 0.830958 [0.862222,1,0.909091,0.939394,0.913978,0.0,0.46875,1,0.0,0.0,0.913978,0.765625,0.0,0.709677,0.0,0.0,0.69697,0.989247,0.272727,0.0,0.0,0.8125] area_under_roc_curve 0.836202 [0.946667,1,0.0,1,0.891667,0.0,0.476562,0.242424,0.0,0.0,0.774194,0.875,0.0,0.693548,0.0,0.0,0.984848,0.946237,1,0.0,0.0,0.585938] area_under_roc_curve 0.789888 [0.875,1,0.909091,0.939394,0.4625,0.0,0.75,0.0,0.0,0.0,0.774194,0.617188,0.484848,0.817204,0.0,0.0,0.939394,0.976562,0.727273,0.0,0.575758,0.984375] area_under_roc_curve 0.779473 [0.915,1,0.75,1,0.362069,0.0,0.46875,0.0,0.0,0.0,0.822222,0.935484,0.453125,0.477778,0.0,0.0,0.9375,0.983333,0.65625,0.0,0.0,0.983871] 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 0.391119 [0.470588,1,0,0,0.6,0,0,0,0,0,0,0.4,0,0,0,0,0,1,0,0,0,0.444444] f_measure 0.349845 [0.736842,0.8,0,0,0,0,0,0,0,0,0,0.4,0,0,0,0,1,0,0,0,0,1] f_measure 0.218768 [0.571429,0.5,0,0,0,0,0,0,0,0,0.333333,0,0,0,0,0,0,0,0,0,0,0.4] f_measure 0.342561 [0.705882,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,1] f_measure 0.407633 [0.571429,1,0,0,0.333333,0,0,0,0,0,0,0,0,0.4,0,0,1,0.75,0,0,0,0.666667] f_measure 0.361794 [0.727273,0.666667,0,0,0.222222,0,0,1,0,0,0,0,0,0,0,0,0,0.4,0,0,0,0.666667] f_measure 0.507283 [0.8,0.666667,0,0,0.5,0,0,0.666667,0,0,0.5,0,0,0.571429,0,0,0,0.666667,0,0,0,0.666667] f_measure 0.477241 [0.75,1,0,1,0.5,0,0,0,0,0,0,0.285714,0,0.285714,0,0,0,0.571429,0,0,0,0.666667] f_measure 0.354622 [0.666667,1,0,0,0.166667,0,0,0,0,0,0.4,0,0,0.285714,0,0,0,0.5,0,0,0,0.5] f_measure 0.434007 [0.777778,1,0,0,0,0,0,0,0,0,0.5,0.5,0,0,0,0,0,0.666667,0,0,0,0.8] kappa 0.36229 kappa 0.332679 kappa 0.164461 kappa 0.278689 kappa 0.351764 kappa 0.278059 kappa 0.471845 kappa 0.40176 kappa 0.293069 kappa 0.44245 kb_relative_information_score 12.034549 kb_relative_information_score 10.959592 kb_relative_information_score 6.070269 kb_relative_information_score 9.809663 kb_relative_information_score 13.677347 kb_relative_information_score 11.652029 kb_relative_information_score 15.277338 kb_relative_information_score 14.239219 kb_relative_information_score 10.068705 kb_relative_information_score 13.409166 mean_absolute_error 0.056327 mean_absolute_error 0.058295 mean_absolute_error 0.069563 mean_absolute_error 0.059418 mean_absolute_error 0.053017 mean_absolute_error 0.056214 mean_absolute_error 0.0485 mean_absolute_error 0.052237 mean_absolute_error 0.061694 mean_absolute_error 0.049207 mean_prior_absolute_error 0.081317 mean_prior_absolute_error 0.081421 mean_prior_absolute_error 0.081592 mean_prior_absolute_error 0.081592 mean_prior_absolute_error 0.081006 mean_prior_absolute_error 0.080851 mean_prior_absolute_error 0.080962 mean_prior_absolute_error 0.08074 mean_prior_absolute_error 0.081495 mean_prior_absolute_error 0.081111 number_of_instances 34 [8,2,1,2,4,0,1,0,0,1,3,2,1,2,0,0,1,3,0,0,0,3] number_of_instances 34 [8,2,1,2,4,0,1,0,0,1,3,1,1,2,0,0,1,3,0,1,0,3] number_of_instances 34 [8,2,1,2,4,0,1,1,0,0,2,1,1,2,0,1,1,3,0,1,0,3] number_of_instances 34 [8,2,1,2,4,1,1,1,0,0,2,1,1,2,1,0,1,3,0,0,0,3] number_of_instances 34 [9,2,1,1,4,0,1,1,0,0,3,1,1,2,1,0,1,3,1,0,0,2] number_of_instances 34 [9,2,1,1,4,0,2,1,0,0,3,2,0,2,0,0,1,3,1,0,0,2] number_of_instances 34 [9,2,1,1,3,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2] number_of_instances 34 [9,2,0,1,4,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2] number_of_instances 34 [8,2,1,1,4,0,2,0,0,0,3,2,1,3,0,0,1,2,1,0,1,2] number_of_instances 33 [8,2,1,1,4,0,1,0,0,0,3,2,1,3,0,0,1,3,1,0,0,2] precision 0.359477 [0.444444,1,0,0,0.5,0,0,0,0,0,0,0.333333,0,0,0,0,0,1,0,0,0,0.333333] precision 0.313948 [0.636364,0.666667,0,0,0,0,0,0,0,0,0,0.25,0,0,0,0,1,0,0,0,0,1] precision 0.235294 [0.666667,0.333333,0,0,0,0,0,0,0,0,0.25,0,0,0,0,0,0,0,0,0,0,0.5] precision 0.333333 [0.666667,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,1] precision 0.485294 [0.8,1,0,0,0.5,0,0,0,0,0,0,0,0,0.25,0,0,1,0.6,0,0,0,1] precision 0.377602 [0.615385,1,0,0,0.2,0,0,1,0,0,0,0,0,0,0,0,0,0.5,0,0,0,1] precision 0.602941 [1,1,0,0,0.333333,0,0,0.5,0,0,1,0,0,0.5,0,0,0,0.5,0,0,0,1] precision 0.510714 [0.857143,1,0,1,0.5,0,0,0,0,0,0,0.2,0,0.25,0,0,0,0.5,0,0,0,1] precision 0.339706 [0.6,1,0,0,0.125,0,0,0,0,0,0.5,0,0,0.25,0,0,0,0.5,0,0,0,0.5] precision 0.382828 [0.7,1,0,0,0,0,0,0,0,0,0.4,0.5,0,0,0,0,0,0.5,0,0,0,0.666667] predictive_accuracy 0.441176 predictive_accuracy 0.411765 predictive_accuracy 0.235294 predictive_accuracy 0.352941 predictive_accuracy 0.411765 predictive_accuracy 0.382353 predictive_accuracy 0.529412 predictive_accuracy 0.470588 predictive_accuracy 0.382353 predictive_accuracy 0.515152 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 prior_entropy 3.754223 recall 0.441176 [0.5,1,0,0,0.75,0,0,0,0,0,0,0.5,0,0,0,0,0,1,0,0,0,0.666667] recall 0.411765 [0.875,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1] recall 0.235294 [0.5,1,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0,0,0,0,0,0.333333] recall 0.352941 [0.75,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,1] recall 0.411765 [0.444444,1,0,0,0.25,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0.5] recall 0.382353 [0.888889,0.5,0,0,0.25,0,0,1,0,0,0,0,0,0,0,0,0,0.333333,0,0,0,0.5] recall 0.529412 [0.666667,0.5,0,0,1,0,0,1,0,0,0.333333,0,0,0.666667,0,0,0,1,0,0,0,0.5] recall 0.470588 [0.666667,1,0,1,0.5,0,0,0,0,0,0,0.5,0,0.333333,0,0,0,0.666667,0,0,0,0.5] recall 0.382353 [0.75,1,0,0,0.25,0,0,0,0,0,0.333333,0,0,0.333333,0,0,0,0.5,0,0,0,0.5] recall 0.515152 [0.875,1,0,0,0,0,0,0,0,0,0.666667,0.5,0,0,0,0,0,1,0,0,0,1] relative_absolute_error 0.692685 relative_absolute_error 0.715969 relative_absolute_error 0.852573 relative_absolute_error 0.728241 relative_absolute_error 0.654476 relative_absolute_error 0.695278 relative_absolute_error 0.59905 relative_absolute_error 0.646977 relative_absolute_error 0.757028 relative_absolute_error 0.60667 root_mean_prior_squared_error 0.201354 root_mean_prior_squared_error 0.201611 root_mean_prior_squared_error 0.202033 root_mean_prior_squared_error 0.202033 root_mean_prior_squared_error 0.20058 root_mean_prior_squared_error 0.200192 root_mean_prior_squared_error 0.200469 root_mean_prior_squared_error 0.199914 root_mean_prior_squared_error 0.201795 root_mean_prior_squared_error 0.20084 root_mean_squared_error 0.200587 root_mean_squared_error 0.206422 root_mean_squared_error 0.233124 root_mean_squared_error 0.215192 root_mean_squared_error 0.196042 root_mean_squared_error 0.205522 root_mean_squared_error 0.177603 root_mean_squared_error 0.194555 root_mean_squared_error 0.214013 root_mean_squared_error 0.197073 root_relative_squared_error 0.996192 root_relative_squared_error 1.02386 root_relative_squared_error 1.153888 root_relative_squared_error 1.065133 root_relative_squared_error 0.977378 root_relative_squared_error 1.026626 root_relative_squared_error 0.88594 root_relative_squared_error 0.973191 root_relative_squared_error 1.060548 root_relative_squared_error 0.981246 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 14040 usercpu_time_millis 13590 usercpu_time_millis 13690 usercpu_time_millis 13650 usercpu_time_millis 13610 usercpu_time_millis 13590 usercpu_time_millis 13640 usercpu_time_millis 13570 usercpu_time_millis 13630 usercpu_time_millis 13650 usercpu_time_millis_testing 20 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 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 14020 usercpu_time_millis_training 13590 usercpu_time_millis_training 13680 usercpu_time_millis_training 13640 usercpu_time_millis_training 13610 usercpu_time_millis_training 13590 usercpu_time_millis_training 13640 usercpu_time_millis_training 13570 usercpu_time_millis_training 13630 usercpu_time_millis_training 13650