Saturday, November 8, 2008

PLS Regression - Number of factors

In this tutorial, we show how to detect the right number of factors for a PLS regression using a resampling approach.

Standard criteria such as PRESS or Q2 are used. The upstream component (PLS Regression and derivated components) can be automatically updated.

Keywords: pls regression, factor analysis
Components: PLS Factorial, PLS Selection
Tutorial: en_Tanagra_PLS_Selecting_Factors.pdf
Dataset: protien.txt