1. A method of classifying an instance into one or more classes selected from a set of potential classes, comprising: selecting from the set of potential classes a subset of two or more classes to which the instance is determined to most likely belong; and applying to the instance a scrutiny classifier generated from a set of training records corresponding to a class set inclusive of the selected subset of classes to identify at least one class to which the instance most likely belongs.