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PLS method for variable selection, why more exercise group, the cumulative contribution rate but low

Time:09-19

PLS algorithm for variable selection, plsregress () function returns the PCTVAR is a two rows of the matrix, the first line represents the cumulative contribution to X, the second line represents the Y, but this is by the training group or making obtained from test group
Why when training group increase in the number of X and Y cumulative contribution rate reduced instead
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