Note: Max Validation RSquare considers only the models defined by p-value entry (Forward direction) or removal (Backward direction). It does not consider all possible models.
An Entropy RSquare measure (also known as McFadden’s R2) for the validation set computed as follows:

Help created on 7/12/2018