class sklearn.decomposition.RandomizedPCA(*args, **kwargs)[source]¶ Principal component analysis (PCA) using randomized SVD Deprecated since version 0.18: This class will be removed in 0.20. Use PCA with parameter svd_solver ‘randomized’ instead. The new implementation DOES NOT store whiten components_. Apply transform to get them. Linear dimensionality reduction using approximated Singular Value