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, ...

Nonlinear vs. Linear Regression: Differences and Applications

Learn how nonlinear and linear regression models differ, predict variables, and their applications in data analysis for ...
Nature

Phylogenetically informed predictions outperform predictive equations in real and simulated data

Inferring unknown trait values is ubiquitous across biological sciences—whether for reconstructing the past, imputing missing values for further analysis, or understanding evolution. Models explicitly ...
Visual Studio Magazine

AdaBoost.R2 Regression Using C#

AdaBoost.R2 regression is a machine learning technique used to predict a single numeric value. AdaBoost.R2 builds a sequence of decision tree regressors where each accepted tree improves prediction ...
Nature

Compressive strength prediction of carbonated recycled aggregate concrete using regression based machine learning models

Carbonation treatment of recycled concrete aggregates (RCA) enhances aggregate performance while enabling CO₂ sequestration, thereby supporting sustainable construction practices. Despite the growing ...