marktechpost

PILOT: A New Machine Learning Algorithm for Linear Model Trees that is Fast, Regularized, Stable, and Interpretable

Prior to PILOT, fitting linear model trees was slow and prone to overfitting, especially with large datasets. Traditional regression trees struggled to capture linear relationships effectively. Linear ...
Frontiers

Association between weight-adjusted-waist index and female infertility: a population-based study

Aims: Obesity is detrimental to infertility. The association between weight-adjusted-waist index (WWI, a recently developed adiposity indicator) and infertility has not previously been confirmed.
Frontiers

Non-linear connections between maternal hemoglobin during the third trimester of pregnancy and birth weight outcomes in full-term newborns: Estimating the breakpoints

Objective: Anemia is still an unfinished global health problem, and adverse birth weight outcomes have everlasting influences on the health of later life. However, the non-linear connections and ...
IEEE

A Piecewise Linear Regression and Classification Algorithm With Application to Learning and Model Predictive Control of Hybrid Systems

Abstract: This article proposes an algorithm for solving multivariate regression and classification problems using piecewise linear predictors over a polyhedral partition of the feature space. The ...
Scientific Research Publishing

Knowledge Discovery in Learning Management System Using Piecewise Linear Regression ()

1 Department of Computer Science, United Institute of Technology, Anna University, Chennai, India. 2 Department of Computer Science University of Mysore, Mysore, India. Knowledge Discovery in ...
Scientific Research Publishing

A. Madhlopa, “Evaluation of Piecewise Polynomial Models for Computation of Daily Diffuse Radiation in Malawi,” Proceedings of the 2001 ISES Solar World Congress, 2001, pp ...

ABSTRACT: This paper discusses a procedure that was adopted for the development of a linear regression model for estimating solar radiation in Malawi. By making use of sunshine-hours data recorded at ...