Keywords: evaluation, cross-validation, leave-one-out

PROBLEM: How to evaluate a classifier assuring that object is either in training set or in test set?

SOLUTION: For small to moderate numbers of objects, perform leave-one-object-out cross-validation using sdcrossval

See example in User's guide