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Task 167132 (Supervised Classification) Speech Uploaded 16-03-2018 by Yuntao Li
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Flow

imblearn.pipeline.Pipeline(SMOTE=imblearn.over_sampling.smote.SMOTE,decomp= sklearn.decomposition.pca.PCA,scaler=sklearn.preprocessing.data.StandardSca ler,knn=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	"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric_params	null
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_jobs	1
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_neighbors	9
sklearn.neighbors.classification.KNeighborsClassifier(20)_p	2
sklearn.neighbors.classification.KNeighborsClassifier(20)_weights	"uniform"
sklearn.decomposition.pca.PCA(2)_copy	true
sklearn.decomposition.pca.PCA(2)_iterated_power	"auto"
sklearn.decomposition.pca.PCA(2)_n_components	null
sklearn.decomposition.pca.PCA(2)_random_state	35707
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(1)_k	null
imblearn.over_sampling.smote.SMOTE(1)_k_neighbors	5
imblearn.over_sampling.smote.SMOTE(1)_kind	"regular"
imblearn.over_sampling.smote.SMOTE(1)_m	null
imblearn.over_sampling.smote.SMOTE(1)_m_neighbors	10
imblearn.over_sampling.smote.SMOTE(1)_n_jobs	1
imblearn.over_sampling.smote.SMOTE(1)_out_step	0.5
imblearn.over_sampling.smote.SMOTE(1)_random_state	26787
imblearn.over_sampling.smote.SMOTE(1)_ratio	"auto"
imblearn.over_sampling.smote.SMOTE(1)_svm_estimator	null
imblearn.pipeline.Pipeline(SMOTE=imblearn.over_sampling.smote.SMOTE,decomp=sklearn.decomposition.pca.PCA,scaler=sklearn.preprocessing.data.StandardScaler,knn=sklearn.neighbors.classification.KNeighborsClassifier)(1)_memory	null