The number of leave-one-out samples to use during cross-validation (cross-validation is used by both BlackBox and Search). Suppose this parameter is set to N; then instead of finding the mean leave-one-out error of all points in the dataset, cross-validation will find the mean leave-one-out error of the N most recent points.