Winsorize tree algorithm for handling outliers in classification problem

Classification and Regression Tree (CART) is designed to predict or classify the objects in the predetermined classes from a set of predictors. However, having outliers could affect the structures of CART, purity and predictive accuracy in classification. Some researchers opt to perform pre-pruning...

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Bibliographic Details
Main Author:	Ch’ng, Chee Keong
Format:	Thesis
Language:	English English
Published:	2016
Subjects:	QA273-280 Probabilities. Mathematical statistics
Online Access:	https://etd.uum.edu.my/5780/1/depositpermission_s92068.pdf https://etd.uum.edu.my/5780/14/s92068_01.pdf

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