Decision Tree and Ensemble Learning Based on Ant Colony Optimization

This book not only discusses the important topics in the area of machine learning and combinatorial optimization, it also combines them into one. This was decisive for choosing the material to be included in the book and determining its order of presentation. Decision trees are a popular method of c...

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Bibliographic Details
Main Author: Kozak, Jan
Format: eBook
Language:English
Published: Cham Springer International Publishing 2019, 2019
Series:Studies in Computational Intelligence
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Theoretical Framework
  • Evolutionary Computing Techniques in Data Mining
  • Ant Colony Decision Tree Approach
  • Adaptive Goal Function of the ACDT Algorithm
  • Examples of Practical Application