“…However, none of these studies implemented our data transform method to boost linear or polynomial regression models. Since the last decade, there have been several attempts in the existing peer-reviewed literature to implement linear models as well as other machine-learning methods in combination with the data transform function, including logistic regression, regression trees and Fourier transform, logistic regression with Log10 transformation, logistic regression with Ln transformation, multiple linear regression with log10 transformation, cycling regression model with Fourier transform, proportional hazards Cox regression model, time-series analytics regression with Fourier transform, logistic regression with square root and log10 transformation, and proportional hazards model in combination with logistic regression (Lorenz et al, 2017;Menotti, Puddu, & Lanti, 2002;Shaban-Nejad, Michalowski, & Buckeridge, 2018).…”