A Generalized Linear Transformation and Its Effects on Logistic Regression

Linear transformations such as min–max normalization and z-score standardization are commonly used in logistic regression for the purpose of scaling. However, the work in the literature on linear transformations in logistic regression has two major limitations. First, most work focuses on improving...

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Bibliographic Details

Published in:	Mathematics
Main Authors:	Guoping Zeng, Sha Tao
Format:	Article
Language:	English
Published:	MDPI AG 2023-01-01
Subjects:	logistic regression linear transformations predictions ordinary least squares estimator maximum likelihood estimator
Online Access:	https://www.mdpi.com/2227-7390/11/2/467