481504 64 Rafael Gomes Mantovani 9948 Supervised Classification predictive_accuracy 1821 classif.boosting(2) 2420 xval 0 1821 seed 1 1821 kind Mersenne-Twister 1821 normal.kind Inversion 1821 1513 heart-switzerland https://www.openml.org/data/download/1593705/php65iCJh -1 1692506 description https://api.openml.org/data/download/1692506/file1c2b1c0612f5 -1 1692507 predictions https://api.openml.org/data/download/1692507/file1c2b1bbfbff3 area_under_roc_curve 0.619888 [0.688043,0.559167,0.690591,0.643011,0.502542] average_cost 0 f_measure 0.403179 [0,0.509091,0.424242,0.385965,0] kappa 0.16041 kb_relative_information_score 22.216024 mean_absolute_error 0.253583 mean_prior_absolute_error 0.287195 number_of_instances 123 [8,48,32,30,5] precision 0.382733 [0,0.451613,0.411765,0.407407,0] predictive_accuracy 0.430894 prior_entropy 2.006211 recall 0.430894 [0,0.583333,0.4375,0.366667,0] relative_absolute_error 0.882965 root_mean_prior_squared_error 0.378096 root_mean_squared_error 0.389686 root_relative_squared_error 1.030651 total_cost 0 area_under_roc_curve 0.487607 [1,0.361111,0.527778,0.4,0.583333] area_under_roc_curve 0.530128 [1,0.416667,0.583333,0.533333,0.291667] area_under_roc_curve 0.410256 [0.666667,0.35,0.533333,0.3,0.416667] area_under_roc_curve 0.84127 [1,0.885714,0.851852,0.703704,0.0] area_under_roc_curve 0.604497 [0,0.628571,0.740741,0.62963,0.0] area_under_roc_curve 0.792388 [0.318182,0.771429,0.814815,0.962963,0.0] area_under_roc_curve 0.669673 [0.909091,0.514286,0.592593,0.925926,0.0] area_under_roc_curve 0.733165 [0.909091,0.6,0.925926,0.703704,0.0] area_under_roc_curve 0.697631 [0.0,0.657143,0.592593,0.814815,0.863636] area_under_roc_curve 0.56253 [0.0,0.257143,0.740741,0.777778,0.909091] 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 0.190476 [0,0.333333,0.285714,0,0] f_measure 0.353846 [0,0.4,0.5,0.333333,0] f_measure 0.21978 [0,0.4,0.285714,0,0] f_measure 0.527778 [0,0.666667,0.5,0.5,0] f_measure 0.397619 [0,0.714286,0.4,0,0] f_measure 0.561111 [0,0.666667,0.333333,0.8,0] f_measure 0.266667 [0,0.4,0.4,0,0] f_measure 0.53869 [0,0.5,0.75,0.571429,0] f_measure 0.399471 [0,0.444444,0.285714,0.571429,0] f_measure 0.458333 [0,0.4,0.5,0.666667,0] kappa -0.092437 kappa 0.133333 kappa -0.083333 kappa 0.318182 kappa 0.2 kappa 0.361702 kappa 0.020408 kappa 0.411765 kappa 0.16 kappa 0.265306 kb_relative_information_score 1.348712 kb_relative_information_score 1.712305 kb_relative_information_score -0.421694 kb_relative_information_score 3.653758 kb_relative_information_score 1.913275 kb_relative_information_score 3.921577 kb_relative_information_score 1.968218 kb_relative_information_score 3.102362 kb_relative_information_score 2.689033 kb_relative_information_score 2.328477 mean_absolute_error 0.289039 mean_absolute_error 0.285616 mean_absolute_error 0.318257 mean_absolute_error 0.208935 mean_absolute_error 0.250767 mean_absolute_error 0.201227 mean_absolute_error 0.252342 mean_absolute_error 0.231446 mean_absolute_error 0.234269 mean_absolute_error 0.252921 mean_prior_absolute_error 0.295192 mean_prior_absolute_error 0.295192 mean_prior_absolute_error 0.291346 mean_prior_absolute_error 0.283854 mean_prior_absolute_error 0.283854 mean_prior_absolute_error 0.283854 mean_prior_absolute_error 0.283854 mean_prior_absolute_error 0.283854 mean_prior_absolute_error 0.284635 mean_prior_absolute_error 0.284635 number_of_instances 13 [1,4,4,3,1] number_of_instances 13 [1,4,4,3,1] number_of_instances 13 [1,5,3,3,1] number_of_instances 12 [1,5,3,3,0] number_of_instances 12 [1,5,3,3,0] number_of_instances 12 [1,5,3,3,0] number_of_instances 12 [1,5,3,3,0] number_of_instances 12 [1,5,3,3,0] number_of_instances 12 [0,5,3,3,1] number_of_instances 12 [0,5,3,3,1] precision 0.179487 [0,0.25,0.333333,0,0] precision 0.333333 [0,0.333333,0.5,0.333333,0] precision 0.211538 [0,0.4,0.25,0,0] precision 0.708333 [0,0.5,1,1,0] precision 0.356481 [0,0.555556,0.5,0,0] precision 0.571429 [0,0.571429,0.333333,1,0] precision 0.238095 [0,0.4,0.285714,0,0] precision 0.552778 [0,0.666667,0.6,0.5,0] precision 0.395833 [0,0.5,0.25,0.5,0] precision 0.541667 [0,0.4,1,0.5,0] predictive_accuracy 0.230769 predictive_accuracy 0.384615 predictive_accuracy 0.230769 predictive_accuracy 0.583333 predictive_accuracy 0.5 predictive_accuracy 0.583333 predictive_accuracy 0.333333 predictive_accuracy 0.583333 predictive_accuracy 0.416667 predictive_accuracy 0.5 prior_entropy 2.006211 prior_entropy 2.006211 prior_entropy 2.006211 prior_entropy 2.006211 prior_entropy 2.006211 prior_entropy 2.006211 prior_entropy 2.006211 prior_entropy 2.006211 prior_entropy 2.006211 prior_entropy 2.006211 recall 0.230769 [0,0.5,0.25,0,0] recall 0.384615 [0,0.5,0.5,0.333333,0] recall 0.230769 [0,0.4,0.333333,0,0] recall 0.583333 [0,1,0.333333,0.333333,0] recall 0.5 [0,1,0.333333,0,0] recall 0.583333 [0,0.8,0.333333,0.666667,0] recall 0.333333 [0,0.4,0.666667,0,0] recall 0.583333 [0,0.4,1,0.666667,0] recall 0.416667 [0,0.4,0.333333,0.666667,0] recall 0.5 [0,0.4,0.333333,1,0] relative_absolute_error 0.979155 relative_absolute_error 0.96756 relative_absolute_error 1.092366 relative_absolute_error 0.736063 relative_absolute_error 0.883436 relative_absolute_error 0.70891 relative_absolute_error 0.888986 relative_absolute_error 0.815371 relative_absolute_error 0.82305 relative_absolute_error 0.888578 root_mean_prior_squared_error 0.388528 root_mean_prior_squared_error 0.388528 root_mean_prior_squared_error 0.383546 root_mean_prior_squared_error 0.373652 root_mean_prior_squared_error 0.373652 root_mean_prior_squared_error 0.373652 root_mean_prior_squared_error 0.373652 root_mean_prior_squared_error 0.373652 root_mean_prior_squared_error 0.374696 root_mean_prior_squared_error 0.374696 root_mean_squared_error 0.435201 root_mean_squared_error 0.410686 root_mean_squared_error 0.463723 root_mean_squared_error 0.330441 root_mean_squared_error 0.38709 root_mean_squared_error 0.327945 root_mean_squared_error 0.39783 root_mean_squared_error 0.362533 root_mean_squared_error 0.358872 root_mean_squared_error 0.388054 root_relative_squared_error 1.120127 root_relative_squared_error 1.057032 root_relative_squared_error 1.20904 root_relative_squared_error 0.884354 root_relative_squared_error 1.035964 root_relative_squared_error 0.877674 root_relative_squared_error 1.064706 root_relative_squared_error 0.970242 root_relative_squared_error 0.957769 root_relative_squared_error 1.03565 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