10437854 11484 Koralp Catalsakal 211237 Supervised Regression predictive_accuracy 17603 Framework.custom_sklearn_pipeline.S7_Branch_Pipeline(cluster_block=Framework.building_blocks.ClusterBlock(test_set_model=sklearn.neighbors.classification.KNeighborsClassifier,training_set_model=sklearn.cluster.k_means_.KMeans),ensemble_block=Framework.building_blocks.EnsembleBlock,explainer_block=Framework.building_blocks.ExplainerBlock,processing_block=Framework.building_blocks.ProcessingBlock)(1) 8260901 nClusters null 17596 algorithm "auto" 17597 leaf_size 30 17597 metric "minkowski" 17597 metric_params null 17597 n_jobs null 17597 n_neighbors 3 17597 p 2 17597 weights "uniform" 17597 algorithm "auto" 17598 copy_x true 17598 init "k-means++" 17598 max_iter 300 17598 n_clusters 3 17598 n_init 10 17598 n_jobs null 17598 precompute_distances "auto" 17598 random_state 0 17598 tol 0.0001 17598 verbose 0 17598 keyword_args {"early_stopping_rounds": 100, "evals_result": {}, "num_boost_round": 20000, "verbose_eval": 0} 17599 model_type "XGBoost" 17599 params null 17599 explainer_type "XGBoost" 17600 kwargs null 17600 params null 17600 openml-python Sklearn_0.20.1. 42224 dataset-autoHorse_fixed https://www.openml.org/data/download/21791945/dataset_autoHorse_fixed.arff -1 21800073 description https://api.openml.org/data/download/21800073/description.xml -1 21800074 predictions https://api.openml.org/data/download/21800074/predictions.arff mean_absolute_error 2694.2924197372513 mean_prior_absolute_error 5841.188336922357 number_of_instances 201 relative_absolute_error 0.4612575839588212 root_mean_prior_squared_error 7927.272870751161 root_mean_squared_error 4452.672852385411 root_relative_squared_error 0.5616903725888133 mean_absolute_error 6617.981724330357 mean_absolute_error 1521.589404296875 mean_absolute_error 5906.482373046875 mean_absolute_error 1811.603076171875 mean_absolute_error 1569.3329345703125 mean_absolute_error 1091.748583984375 mean_absolute_error 1542.9349853515625 mean_absolute_error 1921.62177734375 mean_absolute_error 1491.772705078125 mean_absolute_error 3271.67216796875 mean_prior_absolute_error 3762.817341862118 mean_prior_absolute_error 8702.962935323381 mean_prior_absolute_error 3509.8888059701494 mean_prior_absolute_error 6508.025870646767 mean_prior_absolute_error 5021.48880597015 mean_prior_absolute_error 7251.788805970149 mean_prior_absolute_error 5489.612935323383 mean_prior_absolute_error 5007.537064676617 mean_prior_absolute_error 7972.438805970148 mean_prior_absolute_error 5289.240547263682 number_of_instances 21 number_of_instances 20 number_of_instances 20 number_of_instances 20 number_of_instances 20 number_of_instances 20 number_of_instances 20 number_of_instances 20 number_of_instances 20 number_of_instances 20 relative_absolute_error 1.7587836780446253 relative_absolute_error 0.1748357904778709 relative_absolute_error 1.6828118209899516 relative_absolute_error 0.2783644552402245 relative_absolute_error 0.3125234358193731 relative_absolute_error 0.15054886638253664 relative_absolute_error 0.28106443997598 relative_absolute_error 0.38374589194735137 relative_absolute_error 0.18711623148001003 relative_absolute_error 0.6185523495733818 root_mean_prior_squared_error 4346.888937708773 root_mean_prior_squared_error 11542.344660089839 root_mean_prior_squared_error 4379.152219977885 root_mean_prior_squared_error 9415.212702121233 root_mean_prior_squared_error 7031.402511637533 root_mean_prior_squared_error 8996.947902304537 root_mean_prior_squared_error 6968.087268998147 root_mean_prior_squared_error 6442.7536914291395 root_mean_prior_squared_error 10915.092701343463 root_mean_prior_squared_error 5575.054918638627 root_mean_squared_error 7610.300809614764 root_mean_squared_error 2392.146652374875 root_mean_squared_error 7119.622066297287 root_mean_squared_error 2476.613608619926 root_mean_squared_error 2321.380795035142 root_mean_squared_error 1574.403850912922 root_mean_squared_error 2207.8877136761 root_mean_squared_error 2954.2119164116384 root_mean_squared_error 2566.6292007730162 root_mean_squared_error 6916.609058499635 root_relative_squared_error 1.7507465496981671 root_relative_squared_error 0.20724962932758725 root_relative_squared_error 1.6257991749675336 root_relative_squared_error 0.26304382991389547 root_relative_squared_error 0.3301447742741325 root_relative_squared_error 0.1749931052184535 root_relative_squared_error 0.31685706972977445 root_relative_squared_error 0.4585324936977889 root_relative_squared_error 0.23514497503599835 root_relative_squared_error 1.2406351434092422 usercpu_time_millis 15515.625 usercpu_time_millis 10781.25 usercpu_time_millis 11187.5 usercpu_time_millis 36078.125 usercpu_time_millis 43921.875 usercpu_time_millis 12000 usercpu_time_millis 14531.25 usercpu_time_millis 14375 usercpu_time_millis 15531.25 usercpu_time_millis 16984.375 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 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8135.000705718994 wall_clock_time_millis_training 7738.947153091431 wall_clock_time_millis_training 5135.998725891113 wall_clock_time_millis_training 6392.956972122192 wall_clock_time_millis_training 18757.29203224182 wall_clock_time_millis_training 22727.00071334839 wall_clock_time_millis_training 6479.001760482788 wall_clock_time_millis_training 6872.961521148682 wall_clock_time_millis_training 7323.9991664886475 wall_clock_time_millis_training 7933.002710342407 wall_clock_time_millis_training 8125.000715255737 wall_clock_time_millis_testing 9.995460510253906 wall_clock_time_millis_testing 11.028766632080078 wall_clock_time_millis_testing 9.002685546875 wall_clock_time_millis_testing 14.00136947631836 wall_clock_time_millis_testing 13.000726699829102 wall_clock_time_millis_testing 10.998249053955078 wall_clock_time_millis_testing 11.999368667602539 wall_clock_time_millis_testing 10.99848747253418 wall_clock_time_millis_testing 10.996580123901367 wall_clock_time_millis_testing 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