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 ...

Because the linear ridge regression training algorithm presented in this article inverts a matrix, the technique doesn't scale to problems with huge amounts of training data. In such situations, it is ...

Nonlinear regression uses logarithmic functions, trigonometric functions, exponential ... on the form of the linear regression equation. Likewise, it’s possible to use algebra to transform ...

Under the hood: issues in the specification and interpretation of spatial regression models ... and R. K. Pace. 2004. Using matrix exponential to estimate spatial probit/tobit models. In A. Getis, J.