Meta-Learning in Decision Tree Induction

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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 information to readers wishing to review some of the techniques used in decision tree learning, as well as different ensemble methods that involve decision trees. It is shown that the knowledge of different components used within decision ...

Meta-Learning in Decision Tree Induction 2013, Springer International Publishing AG, Cham

ISBN-13: 9783319009599

2014 edition

Hardcover

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