Projection Methods

DirectOrthogonalization	Remove variation in X that is uncorrelated with the target y using Direct Orthogonalization (DO).
ExternalParameterOrthogonalization	Remove variation linked to known external nuisance parameters using External Parameter Orthogonalization (EPO).
OrthogonalPLS	A transformer that removes variation in X that is orthogonal to the target y using Orthogonal Projection to Latent Structures (OPLS).
OrthogonalSignalCorrection	Remove variation in X that is orthogonal to the target y using Orthogonal Signal Correction (OSC).

Method details

• Direct Orthogonalization
• ExternalParameterOrthogonalization
• ExternalParameterOrthogonalization
• OrthogonalSignalCorrection