Visual Studio Magazine

Regression Using LightGBM

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on this powerful machine learning technique used to predict a single numeric value. A regression problem is one ...
Technology Networks

Ultra-Robust Machine-Learning Model Can Simulate Molecules at Extreme Temperatures

Researchers developed an AI model that stabilizes molecular simulations under extreme conditions, enabling long, accurate ...
EurekAlert!

Smart solutions for sustainable energy: Machine learning powers biochar production from aquatic biomass

The increasing global demand for sustainable energy and carbon materials, alongside pressing environmental concerns, ...
Visual Studio Magazine

Linear Regression Using JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression using JavaScript. Linear regression is the simplest machine learning technique to predict a single numeric value, ...
ascopubs.org

Comparative Evaluation of Explainable Machine Learning Versus Linear Regression for Predicting County-Level Lung Cancer Mortality Rate in the United States

This study applied three models—random forest (RF), gradient boosting regression (GBR), and linear regression (LR)—to predict county-level LC mortality rates across the United States. Model ...