Winsorize tree algorithm for handling outliers in classification problem

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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书目详细资料
主要作者:	Ch’ng, Chee Keong
格式:	Thesis
语言:	eng eng
出版:	2016
主题:	QA273-280 Probabilities Mathematical statistics
在线阅读:	https://etd.uum.edu.my/5780/1/depositpermission_s92068.pdf https://etd.uum.edu.my/5780/14/s92068_01.pdf
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