4033214 1 Jan van Rijn 9954 Supervised Classification 6840 sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,classifier=sklearn.tree.tree.DecisionTreeClassifier)(1) 2069876 axis 0 6758 copy true 6758 missing_values "NaN" 6758 strategy "mean" 6758 verbose 0 6758 class_weight null 6841 criterion "gini" 6841 max_depth 1.0460212524087282 6841 max_features 1.0 6841 max_leaf_nodes null 6841 min_impurity_split 1e-07 6841 min_samples_leaf 8 6841 min_samples_split 12 6841 min_weight_fraction_leaf 0.0 6841 presort false 6841 random_state 25871 6841 splitter "best" 6841 openml-pimp openml-python Sklearn_0.18.1. 1491 one-hundred-plants-margin https://www.openml.org/data/download/1592283/phpCsX3fx -1 9038117 description https://api.openml.org/data/download/9038117/description.xml -1 9038118 predictions https://api.openml.org/data/download/9038118/predictions.arff area_under_roc_curve 0.436297940340909 [0.428721,0.42951,0.429056,0.428721,0.42951,0.428721,0.428721,0.428721,0.42951,0.900312,0.429056,0.429056,0.428721,0.42951,0.42951,0.428721,0.429056,0.429056,0.428721,0.428721,0.428721,0.428721,0.428721,0.428721,0.428721,0.429056,0.429056,0.428721,0.42951,0.428721,0.428721,0.383858,0.429056,0.429056,0.428721,0.428721,0.428721,0.428721,0.428721,0.429056,0.428721,0.428721,0.428721,0.428721,0.42951,0.428721,0.428721,0.428721,0.429056,0.429056,0.42951,0.428721,0.428721,0.42951,0.428721,0.428721,0.776732,0.428721,0.428721,0.42951,0.428721,0.428721,0.42951,0.428721,0.428721,0.429056,0.42951,0.428721,0.428721,0.428721,0.429056,0.428721,0.389994,0.42951,0.428721,0.42951,0.429056,0.429056,0.429056,0.42951,0.428721,0.429056,0.428721,0.428721,0.428721,0.428721,0.428721,0.42951,0.429056,0.428721,0.42951,0.428721,0.428721,0.42951,0.429056,0.428721,0.428721,0.42951,0.428721,0.428721] average_cost 0 f_measure 0.010575438717333605 [0.012289,0.012327,0,0.011976,0,0,0,0,0,0.64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.380952,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] kappa 0.003787878787878788 kb_relative_information_score 16.18395453231578 mean_absolute_error 0.01965986701041016 mean_prior_absolute_error 0.019800000000000036 number_of_instances 1600 [16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16] precision 0.017077965249872692 [0.006299,0.006319,0,0.006289,0,0,0,0,0,0.888889,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] predictive_accuracy 0.01375 prior_entropy 6.6438561897747395 recall 0.01375 [0.25,0.25,0,0.125,0,0,0,0,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] relative_absolute_error 0.9929225762833396 root_mean_prior_squared_error 0.09949874371066209 root_mean_squared_error 0.09919732507284867 root_relative_squared_error 0.9969706287077361 total_cost 0 area_under_roc_curve 0.5062206432608872 [0.506289,0.506329,0.506329,0.506289,0.506329,0.506289,0.506329,0.506289,0.506329,0.996855,0.506329,0.506329,0.506329,0.506329,0.506329,0.506289,0.506329,0.506329,0.506329,0.506289,0.506289,0.506289,0.506289,0.506289,0.506289,0.506329,0.506329,0.506329,0.506329,0.506289,0.506329,0.506329,0.506329,0.506329,0.506329,0.506289,0.506289,0.506289,0.506289,0.506329,0.506289,0.506289,0.506329,0.506329,0.506329,0.506329,0.506289,0.506289,0.506329,0.506329,0.506329,0.506329,0.506289,0.506329,0.506289,0.506289,0.506329,0.506289,0.506289,0.506329,0.506289,0.506289,0.506329,0.506329,0.506289,0.506329,0.506329,0.506289,0.506289,0.506289,0.506329,0.506289,0.253165,0.506329,0.506289,0.506329,0.506329,0.506329,0.506329,0.506329,0.506329,0.506329,0.506289,0.506289,0.506329,0.506329,0.506329,0.506329,0.506329,0.506289,0.506329,0.506289,0.506329,0.506329,0.506329,0.506329,0.506289,0.506329,0.506329,0.506289] area_under_roc_curve 0.5061858132314313 [0.503145,0.503165,0.503165,0.503145,0.503165,0.503145,0.503165,0.503145,0.503165,1,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503165,0.503165,0.503145,0.503145,0.503145,0.503145,0.503145,0.503145,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503145,0.503145,0.503145,0.503165,0.503145,0.503145,0.503165,0.503165,0.503165,0.503165,0.503145,0.503145,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503145,0.503145,0.503165,0.503145,0.503145,0.503165,0.503145,0.503145,0.503165,0.503165,0.503145,0.503165,0.503165,0.503145,0.503145,0.503145,0.503165,0.503145,0.496835,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503165,0.503145] area_under_roc_curve 0.5061858132314312 [0.503165,0.503165,0.503165,0.503145,0.503165,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503145,0.503145,0.503165,0.503145,0.503145,0.503165,0.503165,0.503145,0.503165,0.503165,0.503145,0.496835,0.503165,0.503165,0.503145,0.503145,0.503145,0.503145,0.503145,0.503165,0.503165,0.503145,0.503145,0.503145,0.503165,0.503145,0.503165,0.503145,0.503165,0.503165,0.503165,0.503145,0.503145,0.503165,0.503145,0.503165,1,0.503165,0.503145,0.503165,0.503145,0.503145,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503165,0.503165,0.503145,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503165,0.503165,0.503145,0.503145,0.503145,0.503165,0.503165,0.503145,0.503165,0.503145,0.503145,0.503165,0.503165,0.503145,0.503165,0.503165,0.503145,0.503165] area_under_roc_curve 0.5061858132314312 [0.503165,0.503165,0.503165,0.503145,0.503165,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503145,0.503145,0.503165,0.503145,0.503145,0.503165,0.503165,0.503145,0.503165,0.503165,0.503145,0.496835,0.503165,0.503165,0.503145,0.503145,0.503145,0.503145,0.503145,0.503165,0.503165,0.503145,0.503145,0.503145,0.503165,0.503145,0.503165,0.503145,0.503165,0.503165,0.503165,0.503145,0.503145,0.503165,0.503145,0.503165,1,0.503165,0.503145,0.503165,0.503145,0.503145,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503165,0.503165,0.503145,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503165,0.503165,0.503145,0.503145,0.503145,0.503165,0.503165,0.503145,0.503165,0.503145,0.503145,0.503165,0.503165,0.503145,0.503165,0.503165,0.503145,0.503165] area_under_roc_curve 0.5062405461348624 [0.506329,0.506289,0.506329,0.506329,0.506289,0.506329,0.506289,0.506329,0.506289,0.506329,0.506329,0.506329,0.506289,0.506289,0.506289,0.506329,0.506329,0.506329,0.506289,0.506329,0.506329,0.506329,0.506329,0.506329,0.506329,0.506329,0.506329,0.506289,0.506289,0.506329,0.506289,0.003145,0.506329,0.506329,0.506289,0.506329,0.506329,0.506329,0.506329,0.506329,0.506329,0.506329,0.506289,0.506289,0.506289,0.506289,0.506329,0.506329,0.506329,0.506329,0.506289,0.506289,0.506329,0.506289,0.506329,0.506329,0.996855,0.506329,0.506329,0.506289,0.506329,0.506329,0.506289,0.506289,0.506329,0.506329,0.506289,0.506329,0.506329,0.506329,0.506329,0.506329,0.506289,0.506289,0.506329,0.506289,0.506329,0.506329,0.506329,0.506289,0.506289,0.506329,0.506329,0.506329,0.506289,0.506289,0.506289,0.506289,0.506329,0.506329,0.506289,0.506329,0.506289,0.506289,0.506329,0.506289,0.506329,0.506289,0.506289,0.506329] area_under_roc_curve 0.5062256189793811 [0.503165,0.503145,0.503165,0.503165,0.503145,0.503165,0.503145,0.503165,0.503145,0.503165,0.503165,0.503165,0.503145,0.503145,0.503145,0.503165,0.503165,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503145,0.503165,0.503145,0.496855,0.503165,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503145,0.503145,0.503145,0.503165,0.503165,0.503165,0.503165,0.503145,0.503145,0.503165,0.503145,0.503165,0.503165,1,0.503165,0.503165,0.503145,0.503165,0.503165,0.503145,0.503145,0.503165,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503145,0.503165,0.503145,0.503165,0.503165,0.503165,0.503145,0.503145,0.503165,0.503165,0.503165,0.503145,0.503145,0.503145,0.503145,0.503165,0.503165,0.503145,0.503165,0.503145,0.503145,0.503165,0.503145,0.503165,0.503145,0.503145,0.503165] area_under_roc_curve 0.5123318207149117 [0.506329,0.506289,0.506289,0.506329,0.506289,0.506329,0.506329,0.506329,0.506289,1,0.506289,0.506289,0.506329,0.506289,0.506289,0.506329,0.506289,0.506289,0.506329,0.506329,0.506329,0.506329,0.506329,0.506329,0.506329,0.506289,0.506289,0.506329,0.506289,0.506329,0.506329,0.506289,0.506289,0.506289,0.506329,0.506329,0.506329,0.506329,0.506329,0.506289,0.506329,0.506329,0.506329,0.506329,0.506289,0.506329,0.506329,0.506329,0.506289,0.506289,0.506289,0.506329,0.506329,0.506289,0.506329,0.506329,0.506329,0.506329,0.506329,0.506289,0.506329,0.506329,0.506289,0.506329,0.506329,0.506289,0.506289,0.506329,0.506329,0.506329,0.506289,0.506329,0.493671,0.506289,0.506329,0.506289,0.506289,0.506289,0.506289,0.506289,0.506329,0.506289,0.506329,0.506329,0.506329,0.506329,0.506329,0.506289,0.506289,0.506329,0.506289,0.506329,0.506329,0.506289,0.506289,0.506329,0.506329,0.506289,0.506329,0.506329] area_under_roc_curve 0.5123318207149117 [0.506329,0.506289,0.506289,0.506329,0.506289,0.506329,0.506329,0.506329,0.506289,1,0.506289,0.506289,0.506329,0.506289,0.506289,0.506329,0.506289,0.506289,0.506329,0.506329,0.506329,0.506329,0.506329,0.506329,0.506329,0.506289,0.506289,0.506329,0.506289,0.506329,0.506329,0.506289,0.506289,0.506289,0.506329,0.506329,0.506329,0.506329,0.506329,0.506289,0.506329,0.506329,0.506329,0.506329,0.506289,0.506329,0.506329,0.506329,0.506289,0.506289,0.506289,0.506329,0.506329,0.506289,0.506329,0.506329,0.506329,0.506329,0.506329,0.506289,0.506329,0.506329,0.506289,0.506329,0.506329,0.506289,0.506289,0.506329,0.506329,0.506329,0.506289,0.506329,0.493671,0.506289,0.506329,0.506289,0.506289,0.506289,0.506289,0.506289,0.506329,0.506289,0.506329,0.506329,0.506329,0.506329,0.506329,0.506289,0.506289,0.506329,0.506289,0.506329,0.506329,0.506289,0.506289,0.506329,0.506329,0.506289,0.506329,0.506329] area_under_roc_curve 0.5061858132314312 [0.503145,0.503165,0.503145,0.503165,0.503165,0.503145,0.503165,0.503145,0.503165,1,0.503145,0.503145,0.503165,0.503165,0.503165,0.503145,0.503145,0.503145,0.503165,0.503145,0.503165,0.503165,0.503145,0.503165,0.503165,0.503145,0.503145,0.503165,0.503165,0.503145,0.503165,0.503165,0.503145,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503145,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503145,0.503165,0.503145,0.503165,0.503145,0.503145,0.503145,0.496835,0.503165,0.503165,0.503165,0.503145,0.503145,0.503145,0.503165,0.503165,0.503145,0.503145,0.503145,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503145,0.503165,0.503165,0.503145] area_under_roc_curve 0.5061858132314312 [0.503145,0.503165,0.503145,0.503165,0.503165,0.503145,0.503165,0.503145,0.503165,1,0.503145,0.503145,0.503165,0.503165,0.503165,0.503145,0.503145,0.503145,0.503165,0.503145,0.503165,0.503165,0.503145,0.503165,0.503165,0.503145,0.503145,0.503165,0.503165,0.503145,0.503165,0.503165,0.503145,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503145,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503145,0.503165,0.503145,0.503165,0.503145,0.503145,0.503145,0.496835,0.503165,0.503165,0.503165,0.503145,0.503145,0.503145,0.503165,0.503165,0.503145,0.503145,0.503145,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503165,0.503165,0.503165,0.503165,0.503145,0.503165,0.503145,0.503165,0.503165,0.503145] 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 0.0042452830188679245 [0.012579,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.0063281249999999995 [0.0125,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.0063281249999999995 [0,0,0,0.0125,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.0063281249999999995 [0,0,0,0.0125,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.0042452830188679245 [0,0.012579,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.0063281249999999995 [0,0.0125,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.012578616352201259 [0,0.012579,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.012578616352201259 [0,0.012579,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.0063281249999999995 [0.0125,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.0063281249999999995 [0.0125,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] kappa 0.006289308176100629 kappa 0.006289308176100629 kappa 0.006289308176100629 kappa 0.006289308176100629 kappa 0.006289308176100629 kappa 0.006289308176100629 kappa 0.012500982781665225 kappa 0.012500982781665225 kappa 0.006289308176100629 kappa 0.006289308176100629 kb_relative_information_score 1.4276284828574404 kb_relative_information_score 1.421576771926163 kb_relative_information_score 1.421576771926164 kb_relative_information_score 1.421576771926164 kb_relative_information_score 1.4164518080951873 kb_relative_information_score 1.410557073768566 kb_relative_information_score 2.4107166539818787 kb_relative_information_score 2.4107166539818787 kb_relative_information_score 1.421576771926163 kb_relative_information_score 1.421576771926163 mean_absolute_error 0.01967754385965978 mean_absolute_error 0.019684164325856342 mean_absolute_error 0.019684164325856346 mean_absolute_error 0.019684164325856346 mean_absolute_error 0.019677631578958025 mean_absolute_error 0.019684076544957126 mean_absolute_error 0.019569298245624984 mean_absolute_error 0.019569298245624984 mean_absolute_error 0.019684164325856342 mean_absolute_error 0.019684164325856342 mean_prior_absolute_error 0.019800000000000033 mean_prior_absolute_error 0.019800000000000033 mean_prior_absolute_error 0.019800000000000033 mean_prior_absolute_error 0.019800000000000033 mean_prior_absolute_error 0.019800000000000033 mean_prior_absolute_error 0.019800000000000033 mean_prior_absolute_error 0.019800000000000033 mean_prior_absolute_error 0.019800000000000033 mean_prior_absolute_error 0.019800000000000033 mean_prior_absolute_error 0.019800000000000033 number_of_instances 160 [1,2,2,1,2,1,2,1,2,1,2,2,2,2,2,1,2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,1,2,1,2,2,1,2,2,2,2,2,2,2,1,1,2,2,2,2,2,1,2,1,2,2,2,2,1,2,2,1] number_of_instances 160 [1,2,2,1,2,1,2,1,2,1,2,2,2,2,2,1,2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,1,2,1,2,2,1,2,2,2,2,2,2,2,1,1,2,2,2,2,2,1,2,1,2,2,2,2,1,2,2,1] number_of_instances 160 [2,2,2,1,2,2,1,2,2,2,2,2,1,2,2,2,2,2,1,2,1,1,2,1,1,2,2,1,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,1,2,1,2,1,2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,2,2,2,1,2,1,2,2,2,2,2,1,2,2,2,1,1,1,2,2,1,2,1,1,2,2,1,2,2,1,2] number_of_instances 160 [2,2,2,1,2,2,1,2,2,2,2,2,1,2,2,2,2,2,1,2,1,1,2,1,1,2,2,1,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,1,2,1,2,1,2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,2,2,2,1,2,1,2,2,2,2,2,1,2,2,2,1,1,1,2,2,1,2,1,1,2,2,1,2,2,1,2] number_of_instances 160 [2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,2,2,2,1,2,2,2,2,2,2,2,2,1,1,2,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1,2,2,2,2,1,1,2,1,2,2,1,2,2,1,2,2,1,1,2,2,1,2,2,2,2,2,1,1,2,1,2,2,2,1,1,2,2,2,1,1,1,1,2,2,1,2,1,1,2,1,2,1,1,2] number_of_instances 160 [2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,2,2,2,1,2,2,2,2,2,2,2,2,1,1,2,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1,2,2,2,2,1,1,2,1,2,2,1,2,2,1,2,2,1,1,2,2,1,2,2,2,2,2,1,1,2,1,2,2,2,1,1,2,2,2,1,1,1,1,2,2,1,2,1,1,2,1,2,1,1,2] number_of_instances 160 [2,1,1,2,1,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,2,2,1,2,2,2,2,1,2,2,2,1,1,1,2,2,1,2,2,2,2,2,1,2,2,1,2,2,1,1,2,2,2,1,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1,1,2,2,1,2,2] number_of_instances 160 [2,1,1,2,1,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,2,2,1,2,2,2,2,1,2,2,2,1,1,1,2,2,1,2,2,2,2,2,1,2,2,1,2,2,1,1,2,2,2,1,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1,1,2,2,1,2,2] number_of_instances 160 [1,2,1,2,2,1,2,1,2,1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,2,1,1,2,2,2,2,2,1,1,2,2,2,2,2,1,2,1,1,2,2,2,2,2,1,2,1,2,2,2,2,2,2,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2,2,1,1,1,2,2,2,2,1,2,2,2,2,2,1,2,1,2,2,1] number_of_instances 160 [1,2,1,2,2,1,2,1,2,1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,2,1,1,2,2,2,2,2,1,1,2,2,2,2,2,1,2,1,1,2,2,2,2,2,1,2,1,2,2,2,2,2,2,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2,2,1,1,1,2,2,2,2,1,2,2,2,2,2,1,2,1,2,2,1] precision 0.003164556962025317 [0.006329,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.006289308176100629 [0.006289,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.006289308176100629 [0,0,0,0.006289,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.006289308176100629 [0,0,0,0.006289,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.003164556962025317 [0,0.006329,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.006289308176100629 [0,0.006289,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.012539556962025317 [0,0.006329,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.012539556962025317 [0,0.006329,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.006289308176100629 [0.006289,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.006289308176100629 [0.006289,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] predictive_accuracy 0.0125 predictive_accuracy 0.0125 predictive_accuracy 0.0125 predictive_accuracy 0.0125 predictive_accuracy 0.0125 predictive_accuracy 0.0125 predictive_accuracy 0.01875 predictive_accuracy 0.01875 predictive_accuracy 0.0125 predictive_accuracy 0.0125 prior_entropy 6.6438561897747395 prior_entropy 6.6438561897747395 prior_entropy 6.6438561897747395 prior_entropy 6.6438561897747395 prior_entropy 6.6438561897747395 prior_entropy 6.6438561897747395 prior_entropy 6.6438561897747395 prior_entropy 6.6438561897747395 prior_entropy 6.6438561897747395 prior_entropy 6.6438561897747395 recall 0.0125 [1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.0125 [1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.0125 [0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.0125 [0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.0125 [0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.0125 [0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.01875 [0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.01875 [0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.0125 [1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.0125 [1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] relative_absolute_error 0.993815346447462 relative_absolute_error 0.9941497134270862 relative_absolute_error 0.9941497134270866 relative_absolute_error 0.9941497134270866 relative_absolute_error 0.9938197767150502 relative_absolute_error 0.994145280048338 relative_absolute_error 0.9883483962436844 relative_absolute_error 0.9883483962436844 relative_absolute_error 0.9941497134270862 relative_absolute_error 0.9941497134270862 root_mean_prior_squared_error 0.09949874371066206 root_mean_prior_squared_error 0.09949874371066206 root_mean_prior_squared_error 0.09949874371066206 root_mean_prior_squared_error 0.09949874371066206 root_mean_prior_squared_error 0.09949874371066206 root_mean_prior_squared_error 0.09949874371066206 root_mean_prior_squared_error 0.09949874371066206 root_mean_prior_squared_error 0.09949874371066206 root_mean_prior_squared_error 0.09949874371066206 root_mean_prior_squared_error 0.09949874371066206 root_mean_squared_error 0.09951083498220241 root_mean_squared_error 0.0991959850083693 root_mean_squared_error 0.0991959850083693 root_mean_squared_error 0.0991959850083693 root_mean_squared_error 0.0995112757337246 root_mean_squared_error 0.09919549314108633 root_mean_squared_error 0.09888687898469661 root_mean_squared_error 0.09888687898469661 root_mean_squared_error 0.0991959850083693 root_mean_squared_error 0.0991959850083693 root_relative_squared_error 1.0001215218513262 root_relative_squared_error 0.9969571605529697 root_relative_squared_error 0.9969571605529697 root_relative_squared_error 0.9969571605529697 root_relative_squared_error 1.0001259515707956 root_relative_squared_error 0.9969522171007749 root_relative_squared_error 0.9938505281258152 root_relative_squared_error 0.9938505281258152 root_relative_squared_error 0.9969571605529697 root_relative_squared_error 0.9969571605529697 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 8.086032000164778 usercpu_time_millis 7.813839999926131 usercpu_time_millis 7.980695999776799 usercpu_time_millis 7.989296000005197 usercpu_time_millis 7.922477999727562 usercpu_time_millis 7.96946300010859 usercpu_time_millis 7.894185999930414 usercpu_time_millis 7.893307999893295 usercpu_time_millis 7.749203000003035 usercpu_time_millis 7.79135200014025 usercpu_time_millis_testing 0.8670120000715542 usercpu_time_millis_testing 0.8563300000332674 usercpu_time_millis_testing 0.8534259998214111 usercpu_time_millis_testing 0.862721999965288 usercpu_time_millis_testing 0.8564559998376353 usercpu_time_millis_testing 0.8709820001513435 usercpu_time_millis_testing 0.8584669999436301 usercpu_time_millis_testing 0.8400570000048901 usercpu_time_millis_testing 0.8572609999646374 usercpu_time_millis_testing 0.8525420000751183 usercpu_time_millis_training 7.219020000093224 usercpu_time_millis_training 6.957509999892864 usercpu_time_millis_training 7.127269999955388 usercpu_time_millis_training 7.126574000039909 usercpu_time_millis_training 7.0660219998899265 usercpu_time_millis_training 7.098480999957246 usercpu_time_millis_training 7.035718999986784 usercpu_time_millis_training 7.053250999888405 usercpu_time_millis_training 6.891942000038398 usercpu_time_millis_training 6.938810000065132