Automatic Design of Decision-Tree Induction Algorithms

by

Write The First Customer Review

Presents a detailed study of the major design components that constitute a top-down decision-tree induction algorithm, including aspects such as split criteria, stopping criteria, pruning and the approaches for dealing with missing values. Whereas the strategy still employed nowadays is to use a 'generic' decision-tree induction algorithm regardless of the data, the authors argue on the benefits that a bias-fitting strategy could bring to decision-tree induction, in which the ultimate goal is the automatic generation of a ...

Automatic Design of Decision-Tree Induction Algorithms 2015, Springer

ISBN-13: 9783319142302

2015 edition

Trade paperback

Select