Evolutionary induced decision trees for dangerous software modules prediction

We study the possibility of constructing decision trees with evolutionary algorithms in order to increase their predictive accuracy. We present a self-adapting evolutionary algorithm for the induction of decision trees and describe the principle of decision making based on multiple evolutionary induced decision trees

• Type: Journal
• Year: 2002
• Where: IPL
• Authors: Vili Podgorelec, Peter Kokol
• Keywords: Evolutionary Algorithm, Evolutionary Induced Decision, IPL 2002, Self-adapting Evolutionary Algorithm