A PLS kernel algorithm for data sets with many variables and fewer objects. Part 1: Theory and algorithm
Abstract A fast PLS regression algorithm dealing with large data matrices with many variables ( K ) and fewer objects ( N ) is presented For such data matrices the classical alg...