Linear techniques include ordinary linear regression, L1 (lasso) and L2 (ridge) regression, and linear support vector regression (linear SVR). This article presents a demo of linear SVR, implemented ...

Note that logistic regression, in spite of its name, is a binary classification algorithm, not a regression algorithm. This article presents a demo of k-nearest neighbors (k-NN) regression using the ...

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 ...