Decision Tree Algorithm Based on the Information Theory
Maoqing Li · Techniques of Automation and Applications · 2006
The information theory is one of the basic theories of Data Mining,and also is the theoretical foundation of the Decision Tree Algorithm.Decision Tree Algorithm is a method to approache the discrete-valued objective function.The essential of the method is to obtain a classification rule on the basis of example-based learning.