132256 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 419 weka.AdaBoostM1_RandomForest(2) 668 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 40 -W weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1 I 40 419 P 100 419 S 1 419 W weka.classifiers.trees.RandomForest 419 I 100 391 K 0 391 S 1 391 num-slots 1 391 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 420081 description https://api.openml.org/data/download/420081/weka_generated_run5366663664187427868.xml -1 420084 model_readable https://api.openml.org/data/download/420084/WekaModel_weka.classifiers.meta.AdaBoostM16609236149249593265.model -1 420083 model_serialized https://api.openml.org/data/download/420083/WekaSerialized_weka.classifiers.meta.AdaBoostM12526883431221156686.model -1 420082 predictions https://api.openml.org/data/download/420082/weka_generated_predictions4016167558335620653.arff area_under_roc_curve 0.404112 [0.408954,0.727273,0.364268] average_cost 0 build_cpu_time 0.5426 build_memory 1537053172.8 f_measure 0.538922 [0.737589,0,0.054054] kappa -0.164336 kb_relative_information_score -0.437327 mean_absolute_error 0.265475 mean_prior_absolute_error 0.287057 number_of_instances 90 [64,2,24] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.500744 [0.675325,0,0.076923] predictive_accuracy 0.588889 prior_entropy 1.030501 recall 0.588889 [0.8125,0,0.041667] relative_absolute_error 0.924817 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.496378 root_relative_squared_error 1.32196 scimark_benchmark 940.553669 [559.0515076853742, 1007.8216880702337, 482.58056402979616, 904.5686674515777, 1748.7459163532728] total_cost 0 area_under_roc_curve 0.698413 [0.714286,0.0,0.642857] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.896825 [0.928571,0.0,0.785714] area_under_roc_curve 0.535714 [0.535714,0.0,0.535714] area_under_roc_curve 0.324074 [0.305556,0.0,0.361111] area_under_roc_curve 0.222222 [0.222222,0.0,0.222222] area_under_roc_curve 0.111111 [0.111111,0.0,0.111111] area_under_roc_curve 0.388889 [0.388889,0.0,0.388889] area_under_roc_curve 0.406085 [0.388889,0.75,0.285714] area_under_roc_curve 0.5 [0.5,0.5,0.5] 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 0.764 build_cpu_time 0.414 build_cpu_time 0.558 build_cpu_time 0.576 build_cpu_time 0.503 build_cpu_time 0.562 build_cpu_time 0.476 build_cpu_time 0.569 build_cpu_time 0.488 build_cpu_time 0.516 build_memory 1205099600 build_memory 1448791104 build_memory 1748383296 build_memory 1201747864 build_memory 1488630600 build_memory 1792000400 build_memory 1180393160 build_memory 1482239520 build_memory 1768737632 build_memory 2054508552 f_measure 0.555556 [0.714286,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.777778 [0.857143,0,0.5] f_measure 0.47619 [0.714286,0,0] f_measure 0.47619 [0.714286,0,0] f_measure 0.333333 [0.5,0,0] f_measure 0.410256 [0.615385,0,0] f_measure 0.410256 [0.615385,0,0] f_measure 0.533333 [0.8,0,0] kappa -0.285714 kappa 0 kappa 0 kappa 0.357143 kappa -0.2 kappa -0.2 kappa -0.5 kappa -0.363636 kappa -0.285714 kappa 0 kb_relative_information_score -0.771445 kb_relative_information_score 2.629058 kb_relative_information_score 2.658991 kb_relative_information_score 1.582968 kb_relative_information_score -0.488699 kb_relative_information_score 0.303499 kb_relative_information_score -3.896762 kb_relative_information_score -2.460108 kb_relative_information_score -2.046368 kb_relative_information_score 2.051538 mean_absolute_error 0.259557 mean_absolute_error 0.148399 mean_absolute_error 0.14684 mean_absolute_error 0.185131 mean_absolute_error 0.296331 mean_absolute_error 0.267603 mean_absolute_error 0.407776 mean_absolute_error 0.359967 mean_absolute_error 0.359122 mean_absolute_error 0.224024 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.313819 mean_prior_absolute_error 0.313819 number_of_instances 9 [7,0,2] number_of_instances 9 [7,0,2] number_of_instances 9 [7,0,2] number_of_instances 9 [7,0,2] number_of_instances 9 [6,0,3] number_of_instances 9 [6,0,3] number_of_instances 9 [6,0,3] number_of_instances 9 [6,0,3] number_of_instances 9 [6,1,2] number_of_instances 9 [6,1,2] precision 0.555556 [0.714286,0,0] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.777778 [0.857143,0,0.5] precision 0.416667 [0.625,0,0] precision 0.416667 [0.625,0,0] precision 0.333333 [0.5,0,0] precision 0.380952 [0.571429,0,0] precision 0.380952 [0.571429,0,0] precision 0.444444 [0.666667,0,0] predictive_accuracy 0.555556 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.555556 predictive_accuracy 0.555556 predictive_accuracy 0.333333 predictive_accuracy 0.444444 predictive_accuracy 0.444444 predictive_accuracy 0.666667 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 recall 0.555556 [0.714286,0,0] recall 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.777778 [0.857143,0,0.5] recall 0.555556 [0.833333,0,0] recall 0.555556 [0.833333,0,0] recall 0.333333 [0.5,0,0] recall 0.444444 [0.666667,0,0] recall 0.444444 [0.666667,0,0] recall 0.666667 [1,0,0] relative_absolute_error 0.981547 relative_absolute_error 0.56119 relative_absolute_error 0.555296 relative_absolute_error 0.700096 relative_absolute_error 1.000116 relative_absolute_error 0.90316 relative_absolute_error 1.376243 relative_absolute_error 1.214889 relative_absolute_error 1.144361 relative_absolute_error 0.713864 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.409576 root_mean_prior_squared_error 0.409576 root_mean_squared_error 0.486612 root_mean_squared_error 0.384865 root_mean_squared_error 0.379704 root_mean_squared_error 0.358753 root_mean_squared_error 0.544302 root_mean_squared_error 0.492016 root_mean_squared_error 0.623834 root_mean_squared_error 0.592259 root_mean_squared_error 0.554952 root_mean_squared_error 0.468897 root_relative_squared_error 1.414369 root_relative_squared_error 1.118635 root_relative_squared_error 1.103635 root_relative_squared_error 1.04274 root_relative_squared_error 1.40431 root_relative_squared_error 1.26941 root_relative_squared_error 1.609502 root_relative_squared_error 1.528038 root_relative_squared_error 1.354944 root_relative_squared_error 1.144837 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