Visual Studio Magazine

Linear Support Vector Regression from Scratch Using C# with Evolutionary Training

The goal of a machine learning regression problem is to predict a single numeric value, for example, predicting a person's income based on their age, height, years of education, and so on. There are ...
Visual Studio Magazine

Linear Support Vector Regression Using C# with Particle Swarm Training

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...
Warc

Using Support Vector Semiparametric Regression to estimate the effects of pricing on brand substitution

Retail marketing managers are primarily concerned with the allocation of scarce marketing resources, such as sales promotion, for improving the market and profit performance of their assortments. The ...
JSTOR Daily

Goodness-of-Fit Statistics for General Linear Regression Equations in the Presence of Replicated Responses

Goodness-of-fit statistics for general multiple-linear-regression equations are reviewed for the case of replicated responses. A modification of the coefficient of determination is recommended. This ...