RESAMPLE Subcommand (CATREG command)

RESAMPLE specifies the resampling method used for estimation of the prediction error.

The specification on RESAMPLE is keyword NONE, CROSSVAL or BOOTSTRAP. If RESAMPLE is not specified, NONE is the default.

NONE. No resampling.

CROSSVAL(integer). Cross-validation. The keyword can be followed by a positive integer in parentheses specifying the number of folds. If this value is not specified, 10-fold cross-validation is used.

BOOTSTRAP(integer). .632 Bootstap. The keyword can be followed by a positive integer in parentheses specifying the number of bootstrap samples. If this value is not specified, 50 bootstrap samples are used.