Systems and methods for generating improved decision trees

A system and method for generating a decision tree having a plurality of nodes, arranged hierarchically as parent nodes and child nodes. Generating a node includes receiving training data with data instances having attributes and labels, instance weightings, a valid domain for each attribute, and an accuracy criterion.