Holdout or validation sample

This term is used in connection with conducting discriminant analysis. During the formulation of the problem, the sample to be analyzed is divided into two samples. A holdout or validation sample is reserved for validating the discriminant function. In other words this sample is used to check the results of the estimation sample.