Chapter 2: Descriptive, Predictive, and Explanatory Analyses
The Importance of Showing Context
A Classic Study and Illustration of the Need to Understand Context
How Do Misleading Results Appear?
Automatic Interaction Detection
The Role of Validation and Statistics in Growing Decision Trees
The Application of Statistical Knowledge to Growing Decision Trees
Validation to Determine Tree Size and Quality
Machine Learning, Rule Induction, and Statistical Decision Trees
Rule Induction and the Work of Ross Quinlan
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