10587922 31897 Ilin Tolovski 119 Learning Curve predictive_accuracy 19148 sklearn.ensemble._forest.RandomForestClassifier(16) 8304032 Python_3.9.10. Sklearn_1.1.1. NumPy_1.23.1. SciPy_1.8.1. bootstrap true 19148 ccp_alpha 0.0 19148 class_weight null 19148 criterion "gini" 19148 max_depth null 19148 max_features "sqrt" 19148 max_leaf_nodes null 19148 max_samples null 19148 min_impurity_decrease 0.0 19148 min_samples_leaf 1 19148 min_samples_split 2 19148 min_weight_fraction_leaf 0.0 19148 n_estimators 100 19148 n_jobs null 19148 oob_score false 19148 random_state 18593 19148 verbose 0 19148 warm_start false 19148 openml-python Sklearn_1.1.1. 62 zoo https://www.openml.org/data/download/52352/openml_phpZNNasq -1 22103389 description https://api.openml.org/data/download/22103389/description.xml -1 22103390 predictions https://api.openml.org/data/download/22103390/predictions.arff area_under_roc_curve 0.9989069199881215 [0.999984,1,0.989427,1,0.998131,1,0.99506] average_cost 0 f_measure 0.9549958900841019 [0.989144,0.977995,0.60241,0.981132,0.835443,0.969697,0.947368] kappa 0.9449055133450224 kb_relative_information_score 0.9230848807017966 mean_absolute_error 0.023872701555869895 mean_prior_absolute_error 0.21876473361621715 weighted_recall 0.9584158415841584 [1,1,0.5,1,0.825,1,0.9] number_of_instances 1010 [410,200,50,130,40,80,100] precision 0.9552327938497351 [0.97852,0.956938,0.757576,0.962963,0.846154,0.941176,1] predictive_accuracy 0.9584158415841584 prior_entropy 2.3925784144672324 relative_absolute_error 0.1091250000000009 root_mean_prior_squared_error 0.32944719868330113 root_mean_squared_error 0.08764238768319756 root_relative_squared_error 0.26602863230732315 total_cost 0 unweighted_recall 0.8892857142857143 [1,1,0.5,1,0.825,1,0.9]