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CART Algorithm for Regression Trees by andy is a document available to read on EtoBox.

What is CART Algorithm for Regression Trees about?

The document discusses regression trees and the ID3 and CART algorithms for constructing regression trees. It explains that ID3 replaces information gain with standard deviation reduction when building regression trees. It outlines the steps of calculating standard deviation at each node and selecting the attribute with the highest standard deviation reduction. It then discusses how CART uses least squares to minimize residual sum of squares at each split for regression trees.

Author

andy

Language

EN