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Task 52948 (Supervised Regression) liver-disorders Uploaded 09-03-2020 by Koralp Catalsakal
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Framework.custom_sklearn_pipeline.S7_Branch_Pipeline(cluster_block=Framewor k.building_blocks.ClusterBlock(test_set_model=sklearn.neighbors.classificat ion.KNeighborsClassifier,training_set_model=sklearn.cluster.k_means_.KMeans ),ensemble_block=Framework.building_blocks.EnsembleBlock,explainer_block=Fr amework.building_blocks.ExplainerBlock,processing_block=Framework.building_ blocks.ProcessingBlock)(1)	Data -> Explainer -> Shapley -> Cluster -> Ensemble -> Prediction
Framework.building_blocks.ClusterBlock(test_set_model=sklearn.neighbors.classification.KNeighborsClassifier,training_set_model=sklearn.cluster.k_means_.KMeans)(1)_nClusters	null
sklearn.neighbors.classification.KNeighborsClassifier(41)_algorithm	"auto"
sklearn.neighbors.classification.KNeighborsClassifier(41)_leaf_size	30
sklearn.neighbors.classification.KNeighborsClassifier(41)_metric	"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(41)_metric_params	null
sklearn.neighbors.classification.KNeighborsClassifier(41)_n_jobs	null
sklearn.neighbors.classification.KNeighborsClassifier(41)_n_neighbors	3
sklearn.neighbors.classification.KNeighborsClassifier(41)_p	2
sklearn.neighbors.classification.KNeighborsClassifier(41)_weights	"uniform"
sklearn.cluster.k_means_.KMeans(1)_algorithm	"auto"
sklearn.cluster.k_means_.KMeans(1)_copy_x	true
sklearn.cluster.k_means_.KMeans(1)_init	"k-means++"
sklearn.cluster.k_means_.KMeans(1)_max_iter	300
sklearn.cluster.k_means_.KMeans(1)_n_clusters	3
sklearn.cluster.k_means_.KMeans(1)_n_init	10
sklearn.cluster.k_means_.KMeans(1)_n_jobs	null
sklearn.cluster.k_means_.KMeans(1)_precompute_distances	"auto"
sklearn.cluster.k_means_.KMeans(1)_random_state	0
sklearn.cluster.k_means_.KMeans(1)_tol	0.0001
sklearn.cluster.k_means_.KMeans(1)_verbose	0
Framework.building_blocks.EnsembleBlock(1)_keyword_args	{"early_stopping_rounds": 100, "evals_result": {}, "num_boost_round": 20000, "verbose_eval": 0}
Framework.building_blocks.EnsembleBlock(1)_model_type	"XGBoost"
Framework.building_blocks.EnsembleBlock(1)_params	null
Framework.building_blocks.ExplainerBlock(1)_explainer_type	"XGBoost"
Framework.building_blocks.ExplainerBlock(1)_kwargs	null
Framework.building_blocks.ExplainerBlock(1)_params	null