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:eng
eng
Published: 2016
Subjects:
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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