Simon Fraser University

Lesson 9 Simple Linear Regression

The purpose of this tutorial is to continue our exploration of multivariate statistics by conducting a simple (one explanatory variable) linear regression analysis. We will continue to use the ...
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, ...
Nature

Machine-learning-based predictions of imprinting quality using ensemble and non-linear regression algorithms

The alternative text for this image may have been generated using AI. The supervised learning is a popular method that widely used in ML. A supervised learning algorithm finds the relationship between ...
Nature

Automatically discovering ordinary differential equations from data with sparse regression

Discovering nonlinear differential equations that describe system dynamics from empirical data is a fundamental challenge in contemporary science. While current methods can identify such equations, ...
Visual Studio Magazine

AdaBoost Regression Using C#

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the AdaBoost.R2 algorithm for regression problems (where the goal is to predict a single numeric value). The ...