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Task 167132 (Supervised Classification) Speech Uploaded 16-03-2018 by Sami Ozarik
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Flow

imblearn.pipeline.Pipeline(SMOTE=imblearn.over_sampling.smote.SMOTE,Scaler= sklearn.preprocessing.data.StandardScaler,PCA=sklearn.decomposition.pca.PCA ,Classifier=sklearn.neighbors.classification.KNeighborsClassifier)(1)	Automatically created scikit-learn flow.
sklearn.preprocessing.data.StandardScaler(5)_copy	true
sklearn.preprocessing.data.StandardScaler(5)_with_mean	true
sklearn.preprocessing.data.StandardScaler(5)_with_std	true
sklearn.neighbors.classification.KNeighborsClassifier(20)_algorithm	"auto"
sklearn.neighbors.classification.KNeighborsClassifier(20)_leaf_size	30
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric	"chebyshev"
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric_params	null
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_jobs	-1
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_neighbors	900
sklearn.neighbors.classification.KNeighborsClassifier(20)_p	2
sklearn.neighbors.classification.KNeighborsClassifier(20)_weights	"distance"
sklearn.decomposition.pca.PCA(2)_copy	true
sklearn.decomposition.pca.PCA(2)_iterated_power	"auto"
sklearn.decomposition.pca.PCA(2)_n_components	6
sklearn.decomposition.pca.PCA(2)_random_state	951
sklearn.decomposition.pca.PCA(2)_svd_solver	"auto"
sklearn.decomposition.pca.PCA(2)_tol	0.0
sklearn.decomposition.pca.PCA(2)_whiten	false
imblearn.over_sampling.smote.SMOTE(2)_k	null
imblearn.over_sampling.smote.SMOTE(2)_k_neighbors	5
imblearn.over_sampling.smote.SMOTE(2)_kind	"regular"
imblearn.over_sampling.smote.SMOTE(2)_m	null
imblearn.over_sampling.smote.SMOTE(2)_m_neighbors	10
imblearn.over_sampling.smote.SMOTE(2)_n_jobs	1
imblearn.over_sampling.smote.SMOTE(2)_out_step	0.5
imblearn.over_sampling.smote.SMOTE(2)_random_state	63199
imblearn.over_sampling.smote.SMOTE(2)_ratio	"auto"
imblearn.over_sampling.smote.SMOTE(2)_svm_estimator	null
imblearn.pipeline.Pipeline(SMOTE=imblearn.over_sampling.smote.SMOTE,Scaler=sklearn.preprocessing.data.StandardScaler,PCA=sklearn.decomposition.pca.PCA,Classifier=sklearn.neighbors.classification.KNeighborsClassifier)(1)_memory	null