Meta-Learning in Decision Tree Induction

• Main Author: Grąbczewski, Krzysztof (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: Studies in Computational Intelligence, 498
• Subjects: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).

The book focuses on different variants of decision tree induction but also describes  the meta-learning approach in general which is applicable to other types of machine learning algorithms. The book discusses different variants of decision tree induction and represents a useful source of informatio...

Table of Contents:

• Introduction
• Techniques of decision tree induction
• Multivariate decision trees
• Unified view of decision tree induction algorithms
• Intemi—advanced meta-learning framework
• Meta-level analysis of decision tree induction.