Principal Component Analysis (PCA)

This page contains links to abess.decomposition module and its functions. It is designed for the best-subset selection for PCA problem.

Warning

In the old version of abess (before 0.4.0), this model is named abess.pca. Please note that it will be deprecated in version 0.6.0.

• SparsePCA
  • SparsePCA
    • SparsePCA.coef_
    • SparsePCA.__init__()
    • SparsePCA.transform()
    • SparsePCA.ratio()
    • SparsePCA.fit()
    • SparsePCA.fit_transform()
    • SparsePCA.set_fit_request()
• RobustPCA
  • RobustPCA
    • RobustPCA.coef_
    • RobustPCA.__init__()
    • RobustPCA.fit()
    • RobustPCA.set_fit_request()