skeleton_keys.depth_profile.apply_loadings_to_profiles

skeleton_keys.depth_profile.apply_loadings_to_profiles(X, loadings)

Transform depth profiles using previously calculated loadings

Parameters:

• X (array (n_samples, n_features)) – Input data of n_samples depth profiles with n_features elements

• loadings (array (n_components, n_features)) – PCA loadings that transform X to X_new

Returns:

X_new – Transformed values

Return type:

array (n_samples, n_components)