Evolutionary Decision Trees in Large-Scale Data Mining

Discover the innovative world of data mining with "Evolutionary Decision Trees in Large-Scale Data Mining" by Marek Kretowski. Published by Springer Nature Switzerland AG in 2020, this insightful paperback spans 180 pages and offers a comprehensive framework that utilizes specialized evolutionary algorithms for the global induction of diverse classification and regression trees from data. Dive into advanced topics such as cost-sensitive model trees tailored for financial data and multi-test trees designed for gene expression analysis. This book is an essential resource for researchers and professionals looking to enhance their understanding of evolutionary decision trees and their application in large-scale data mining. Unlock the potential of your data with this authoritative guide from a leading expert in the field.