Evaluation of Orthogonal Signal Correction for PLS modeling (OSC-PLS and OPLS)
R-bloggers 2013-03-15
Summary:
Partial least squares projection to latent structures or PLS is one of my favorite modeling algorithms. PLS is an optimal algorithm for predictive modeling using wide data or data with rows << variables. While there is s a wealth of literature regarding the application of PLS to various tasks, I find it especially useful for biological [...]