Evolutionary Decision Trees in Large-Scale Data Mining

af Marek Kretowski

This book presents a unified framework, based on specialized evolutionary algorithms, for the global induction of various types of classification and regression trees from data. cost-sensitive model trees for financial data or multi-test trees for gene expression data.