The HPPLS Procedure

If you use the PARTITION statement to perform a test set validation for choosing the number of extracted factors, the HPPLS procedure produces a "Test Set Validation Residual Summary" table to display a residual summary of the validation for each number of factors. It also produces a "Test Set Validation Results" table to display information about the optimal number of factors.