6042608 1856 Miguel Cachada 2 Supervised Classification predictive_accuracy 5920 weka.MultilayerPerceptron(8) 4077288 weka.classifiers.functions.MultilayerPerceptron -- -L 0.546939030328995 -M 0.26325954568055066 -N 500 -V 0 -S 1 -E 20 -H o -C L 0.546939030328995 5920 M 0.26325954568055066 5920 N 500 5920 V 0 5920 S 1 5920 E 20 5920 H o 5920 C true 5920 weka weka_3.8.1 2 anneal https://www.openml.org/data/download/1666876/phpFsFYVN -1 13008248 description https://api.openml.org/data/download/13008248/weka_generated_run3812935227824943990.xml -1 13008250 model_readable https://api.openml.org/data/download/13008250/WekaModel_weka.classifiers.functions.MultilayerPerceptron5755730524487900359.model -1 13008249 model_serialized https://api.openml.org/data/download/13008249/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron6101856530396176665.model -1 13008251 predictions https://api.openml.org/data/download/13008251/weka_generated_predictions6895855408815926514.arff area_under_roc_curve 0.994969 [0.907163,1,0.995638,0.0,1,0.980216] average_cost 0 f_measure 0.990747 [0.769231,1,0.994161,0,1,0.938272] kappa 0.977635 kb_relative_information_score 846.738344 mean_absolute_error 0.005028 mean_prior_absolute_error 0.134305 number_of_instances 898 [8,99,684,0,67,40] os_information ['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic'] precision 0.991189 [1,1,0.992711,0,1,0.926829] predictive_accuracy 0.991091 prior_entropy 1.214875 recall 0.991091 [0.625,1,0.995614,0,1,0.95] relative_absolute_error 0.037438 root_mean_prior_squared_error 0.258218 root_mean_squared_error 0.051959 root_relative_squared_error 0.20122 scimark_benchmark 1642.9697039133157 [921.9031061977818, 1022.5285765934977, 644.6963645169456, 1520.9979574659044, 4104.722514792449] total_cost 0 usercpu_time_millis 6560 usercpu_time_millis_testing 10 usercpu_time_millis_training 6550 area_under_roc_curve 1 [1,1,1,0.0,1,1] area_under_roc_curve 0.985776 [1,1,0.984817,0.0,1,0.94186] area_under_roc_curve 1 [1,1,1,0.0,1,1] area_under_roc_curve 1 [1,1,1,0.0,1,1] area_under_roc_curve 0.983481 [0.831461,1,0.980615,0.0,1,1] area_under_roc_curve 1 [1,1,1,0.0,1,1] area_under_roc_curve 0.994972 [0.820225,1,0.995989,0.0,1,1] area_under_roc_curve 1 [1,1,1,0.0,1,1] area_under_roc_curve 0.988764 [0.0,1,0.985294,0.0,1,1] area_under_roc_curve 0.991606 [0.0,1,0.992647,0.0,1,0.938235] 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 0.983373 [0,1,0.992806,0,1,1] f_measure 0.968397 [1,1,0.978102,0,1,0.666667] f_measure 1 [1,1,1,0,1,1] f_measure 1 [1,1,1,0,1,1] f_measure 0.983374 [0,1,0.992701,0,1,1] f_measure 1 [1,1,1,0,1,1] f_measure 0.983374 [0,1,0.992701,0,1,1] f_measure 1 [1,1,1,0,1,1] f_measure 0.989347 [0,1,0.992593,0,1,0.888889] f_measure 0.988002 [0,1,0.992701,0,1,0.857143] kappa 0.971191 kappa 0.916949 kappa 1 kappa 1 kappa 0.972248 kappa 1 kappa 0.972248 kappa 1 kappa 0.972153 kappa 0.970991 kb_relative_information_score 84.447515 kb_relative_information_score 79.619977 kb_relative_information_score 86.795227 kb_relative_information_score 86.662477 kb_relative_information_score 83.557046 kb_relative_information_score 89.564979 kb_relative_information_score 84.124038 kb_relative_information_score 89.580295 kb_relative_information_score 81.98767 kb_relative_information_score 80.39912 mean_absolute_error 0.005527 mean_absolute_error 0.011517 mean_absolute_error 0.002104 mean_absolute_error 0.002473 mean_absolute_error 0.007336 mean_absolute_error 0.002025 mean_absolute_error 0.005579 mean_absolute_error 0.00198 mean_absolute_error 0.006075 mean_absolute_error 0.005684 mean_prior_absolute_error 0.133342 mean_prior_absolute_error 0.13321 mean_prior_absolute_error 0.13321 mean_prior_absolute_error 0.13321 mean_prior_absolute_error 0.135738 mean_prior_absolute_error 0.135738 mean_prior_absolute_error 0.135738 mean_prior_absolute_error 0.135738 mean_prior_absolute_error 0.133555 mean_prior_absolute_error 0.133555 number_of_instances 90 [1,9,69,0,7,4] number_of_instances 90 [1,10,69,0,6,4] number_of_instances 90 [1,10,69,0,6,4] number_of_instances 90 [1,10,69,0,6,4] number_of_instances 90 [1,10,68,0,7,4] number_of_instances 90 [1,10,68,0,7,4] number_of_instances 90 [1,10,68,0,7,4] number_of_instances 90 [1,10,68,0,7,4] number_of_instances 89 [0,10,68,0,7,4] number_of_instances 89 [0,10,68,0,7,4] precision 0.977937 [0,1,0.985714,0,1,1] precision 0.970948 [1,1,0.985294,0,1,0.6] precision 1 [1,1,1,0,1,1] precision 1 [1,1,1,0,1,1] precision 0.977939 [0,1,0.985507,0,1,1] precision 1 [1,1,1,0,1,1] precision 0.977939 [0,1,0.985507,0,1,1] precision 1 [1,1,1,0,1,1] precision 0.991011 [0,1,1,0,1,0.8] precision 0.988927 [0,1,0.985507,0,1,1] predictive_accuracy 0.988889 predictive_accuracy 0.966667 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.988889 predictive_accuracy 1 predictive_accuracy 0.988889 predictive_accuracy 1 predictive_accuracy 0.988764 predictive_accuracy 0.988764 prior_entropy 1.214875 prior_entropy 1.214875 prior_entropy 1.214875 prior_entropy 1.214875 prior_entropy 1.214875 prior_entropy 1.214875 prior_entropy 1.214875 prior_entropy 1.214875 prior_entropy 1.214875 prior_entropy 1.214875 recall 0.988889 [0,1,1,0,1,1] recall 0.966667 [1,1,0.971014,0,1,0.75] recall 1 [1,1,1,0,1,1] recall 1 [1,1,1,0,1,1] recall 0.988889 [0,1,1,0,1,1] recall 1 [1,1,1,0,1,1] recall 0.988889 [0,1,1,0,1,1] recall 1 [1,1,1,0,1,1] recall 0.988764 [0,1,0.985294,0,1,1] recall 0.988764 [0,1,1,0,1,0.75] relative_absolute_error 0.041447 relative_absolute_error 0.086456 relative_absolute_error 0.015793 relative_absolute_error 0.018561 relative_absolute_error 0.054048 relative_absolute_error 0.014922 relative_absolute_error 0.0411 relative_absolute_error 0.014586 relative_absolute_error 0.045486 relative_absolute_error 0.042562 root_mean_prior_squared_error 0.256345 root_mean_prior_squared_error 0.256089 root_mean_prior_squared_error 0.256089 root_mean_prior_squared_error 0.256089 root_mean_prior_squared_error 0.260978 root_mean_prior_squared_error 0.260978 root_mean_prior_squared_error 0.260978 root_mean_prior_squared_error 0.260978 root_mean_prior_squared_error 0.256762 root_mean_prior_squared_error 0.256762 root_mean_squared_error 0.055099 root_mean_squared_error 0.09507 root_mean_squared_error 0.006612 root_mean_squared_error 0.011169 root_mean_squared_error 0.061227 root_mean_squared_error 0.00584 root_mean_squared_error 0.061011 root_mean_squared_error 0.005513 root_mean_squared_error 0.059104 root_mean_squared_error 0.061203 root_relative_squared_error 0.214941 root_relative_squared_error 0.371238 root_relative_squared_error 0.025818 root_relative_squared_error 0.043613 root_relative_squared_error 0.234606 root_relative_squared_error 0.022378 root_relative_squared_error 0.233777 root_relative_squared_error 0.021126 root_relative_squared_error 0.230191 root_relative_squared_error 0.238366 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 5430 usercpu_time_millis 5200 usercpu_time_millis 4840 usercpu_time_millis 4580 usercpu_time_millis 5300 usercpu_time_millis 5040 usercpu_time_millis 4580 usercpu_time_millis 4650 usercpu_time_millis 5080 usercpu_time_millis 5200 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_testing 0 usercpu_time_millis_training 5430 usercpu_time_millis_training 5190 usercpu_time_millis_training 4830 usercpu_time_millis_training 4580 usercpu_time_millis_training 5300 usercpu_time_millis_training 5040 usercpu_time_millis_training 4580 usercpu_time_millis_training 4650 usercpu_time_millis_training 5080 usercpu_time_millis_training 5200