141601 2 Joaquin Vanschoren 3735 Supervised Classification predictive_accuracy 423 weka.AdaBoostM1_SMO_PolyKernel(2) 683 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 40 -W weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" I 40 423 P 100 423 S 1 423 W weka.classifiers.functions.SMO 423 C 1.0 424 L 0.001 424 N 0 424 P 1.0E-12 424 V -1 424 W 1 424 871 pollen https://www.openml.org/data/download/53405/pollen.arff -1 457222 description https://api.openml.org/data/download/457222/weka_generated_run2378956709088527988.xml -1 457225 model_readable https://api.openml.org/data/download/457225/WekaModel_weka.classifiers.meta.AdaBoostM14481220179992245183.model -1 457224 model_serialized https://api.openml.org/data/download/457224/WekaSerialized_weka.classifiers.meta.AdaBoostM164472452352733614.model -1 457223 predictions https://api.openml.org/data/download/457223/weka_generated_predictions7535455349042198041.arff area_under_roc_curve 0.490594 [0.490594,0.490594] average_cost 0 build_cpu_time 0.788112 build_memory 1709580554.176715 f_measure 0.48984 [0.493419,0.48626] kappa -0.02027 kb_relative_information_score -4.577088 mean_absolute_error 0.500459 mean_prior_absolute_error 0.5 number_of_instances 3848 [1924,1924] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.489863 [0.490005,0.489721] predictive_accuracy 0.489865 prior_entropy 1 recall 0.489865 [0.496881,0.482848] relative_absolute_error 1.000919 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.570652 root_relative_squared_error 1.141303 scimark_benchmark 923.563973 [558.3357018725521, 1007.294835592371, 461.03126911064606, 879.6778467186164, 1711.480212926496] total_cost 0 area_under_roc_curve 0.454785 [0.454785,0.454785] area_under_roc_curve 0.50363 [0.50363,0.50363] area_under_roc_curve 0.477507 [0.477507,0.477507] area_under_roc_curve 0.493874 [0.493874,0.493874] area_under_roc_curve 0.489003 [0.489003,0.489003] area_under_roc_curve 0.470153 [0.470153,0.470153] area_under_roc_curve 0.492363 [0.492363,0.492363] area_under_roc_curve 0.524692 [0.524692,0.524692] area_under_roc_curve 0.480794 [0.480794,0.480794] area_under_roc_curve 0.489258 [0.489258,0.489258] 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 0.743 build_cpu_time 0.161 build_cpu_time 3.135 build_cpu_time 0.438 build_cpu_time 0.392 build_cpu_time 0.295 build_cpu_time 1.103 build_cpu_time 0.084 build_cpu_time 0.624 build_cpu_time 0.906 build_memory 1939430616 build_memory 1977464136 build_memory 2365818256 build_memory 2438805968 build_memory 1128650656 build_memory 1186060680 build_memory 1404588528 build_memory 1430466656 build_memory 1526851368 build_memory 1697161800 f_measure 0.461771 [0.478589,0.44504] f_measure 0.498618 [0.446377,0.550588] f_measure 0.478578 [0.509804,0.447514] f_measure 0.490909 [0.489583,0.492228] f_measure 0.498695 [0.501292,0.496084] f_measure 0.470087 [0.465969,0.474227] f_measure 0.48827 [0.493573,0.48294] f_measure 0.524656 [0.522193,0.527132] f_measure 0.493913 [0.472826,0.515] f_measure 0.47619 [0.541667,0.410714] kappa -0.075143 kappa 0.007263 kappa -0.038632 kappa -0.018189 kappa -0.002618 kappa -0.05969 kappa -0.023425 kappa 0.049383 kappa -0.010417 kappa -0.03125 kb_relative_information_score -1.150822 kb_relative_information_score 3 kb_relative_information_score -0.62473 kb_relative_information_score -0.113 kb_relative_information_score -0.092053 kb_relative_information_score -23 kb_relative_information_score -0.453633 kb_relative_information_score 19 kb_relative_information_score -0.691624 kb_relative_information_score -0.451227 mean_absolute_error 0.50106 mean_absolute_error 0.496104 mean_absolute_error 0.500575 mean_absolute_error 0.500103 mean_absolute_error 0.500085 mean_absolute_error 0.52987 mean_absolute_error 0.500421 mean_absolute_error 0.475325 mean_absolute_error 0.500636 mean_absolute_error 0.500415 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 number_of_instances 385 [192,193] number_of_instances 385 [192,193] number_of_instances 385 [192,193] number_of_instances 385 [192,193] number_of_instances 385 [193,192] number_of_instances 385 [193,192] number_of_instances 385 [193,192] number_of_instances 385 [193,192] number_of_instances 384 [192,192] number_of_instances 384 [192,192] precision 0.46226 [0.463415,0.461111] precision 0.503791 [0.503268,0.50431] precision 0.480383 [0.481481,0.47929] precision 0.490909 [0.489583,0.492228] precision 0.498694 [0.5,0.497382] precision 0.470146 [0.470899,0.469388] precision 0.488288 [0.489796,0.486772] precision 0.524701 [0.526316,0.523077] precision 0.494755 [0.494318,0.495192] precision 0.483333 [0.4875,0.479167] predictive_accuracy 0.462338 predictive_accuracy 0.503896 predictive_accuracy 0.480519 predictive_accuracy 0.490909 predictive_accuracy 0.498701 predictive_accuracy 0.47013 predictive_accuracy 0.488312 predictive_accuracy 0.524675 predictive_accuracy 0.494792 predictive_accuracy 0.484375 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 recall 0.462338 [0.494792,0.430052] recall 0.503896 [0.401042,0.606218] recall 0.480519 [0.541667,0.419689] recall 0.490909 [0.489583,0.492228] recall 0.498701 [0.502591,0.494792] recall 0.47013 [0.46114,0.479167] recall 0.488312 [0.497409,0.479167] recall 0.524675 [0.518135,0.53125] recall 0.494792 [0.453125,0.536458] recall 0.484375 [0.609375,0.359375] relative_absolute_error 1.002121 relative_absolute_error 0.992208 relative_absolute_error 1.00115 relative_absolute_error 1.000205 relative_absolute_error 1.00017 relative_absolute_error 1.05974 relative_absolute_error 1.000841 relative_absolute_error 0.950649 relative_absolute_error 1.001273 relative_absolute_error 1.000829 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.501273 root_mean_squared_error 0.704346 root_mean_squared_error 0.500827 root_mean_squared_error 0.500198 root_mean_squared_error 0.500328 root_mean_squared_error 0.727922 root_mean_squared_error 0.500704 root_mean_squared_error 0.689438 root_mean_squared_error 0.500821 root_mean_squared_error 0.500589 root_relative_squared_error 1.002547 root_relative_squared_error 1.408693 root_relative_squared_error 1.001654 root_relative_squared_error 1.000396 root_relative_squared_error 1.000656 root_relative_squared_error 1.455844 root_relative_squared_error 1.001407 root_relative_squared_error 1.378876 root_relative_squared_error 1.001641 root_relative_squared_error 1.001179 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