Run 10437850

Task 52948 (Supervised Regression) liver-disorders Uploaded 09-03-2020 by Koralp Catalsakal
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads

Issue	#Downvotes for this reason	By

Flow

Framework.custom_sklearn_pipeline.S10_Branch_Pipeline(cluster_block=Framewo rk.building_blocks.ClusterBlock(test_set_model=sklearn.neighbors.classifica tion.KNeighborsClassifier,training_set_model=sklearn.cluster.k_means_.KMean s),ensemble_block=Framework.building_blocks.EnsembleBlock,explainer_block=F ramework.building_blocks.ExplainerBlock,processing_block=Framework.building _blocks.ProcessingBlock,reduce_block=Framework.building_blocks.ReduceBlock( reduce_model=sklearn.decomposition.pca.PCA))(1)	Data -> Explainer -> Shapley -> Reduced-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
sklearn.decomposition.pca.PCA(10)_copy	true
sklearn.decomposition.pca.PCA(10)_iterated_power	"auto"
sklearn.decomposition.pca.PCA(10)_n_components	2
sklearn.decomposition.pca.PCA(10)_random_state	35416
sklearn.decomposition.pca.PCA(10)_svd_solver	"auto"
sklearn.decomposition.pca.PCA(10)_tol	0.0
sklearn.decomposition.pca.PCA(10)_whiten	false