Open vfonov opened 1 year ago
I implemented method Johan Trygg and Svante Wold. Orthogonal projections to latent structures (O-PLS). J. Chemometrics 2002; 16: 119-128. DOI: [10.1002/cem.695]
It's in the form of pre-filtering step that can be applied before executing pls:
model_opls = PartialLeastSquaresRegressor.OPLS1Model(X,Y,n_ortho) X_flt, X_ortho=PartialLeastSquaresRegressor.fitting(model_opls,X,Y) ... model_pls = PartialLeastSquaresRegressor.PLSModel(X_flt,Y,n_fact) PartialLeastSquaresRegressor.fitting(model_pls, X_flt, Y) ...
I implemented method Johan Trygg and Svante Wold. Orthogonal projections to latent structures (O-PLS). J. Chemometrics 2002; 16: 119-128. DOI: [10.1002/cem.695]
It's in the form of pre-filtering step that can be applied before executing pls: