Abstract: This paper presents a comparative analysis of various decision tree algorithms applied to the task of predicting match outcomes in Defense of the Ancients 2, a complex multiplayer online ...
Dr. James McCaffrey presents a complete end-to-end demonstration of decision tree regression from scratch using the C# language. The goal of decision tree regression is to predict a single numeric ...
The GUIDE decision tree algorithm has been widely applied in the literature to analyze crisp datasets. The main contribution of the present study is the extension of its application to the framework ...
Abstract: This article proposes a new decision tree algorithm for corporate financial risk prediction, overcoming not only the deficiencies of classic approaches but further improving the accuracy and ...