Support vector machine with Gekko in Python

In this blog post I model a support vector machine in Python. Previously, I modeled and solved the quadratic assignment problem (QAP) in Python using Pyomo (+). I described that the “similarity” of two facilities could be a reason for…

Regression in R: A method comparison

In this article I provide various examples of regression in R. I compare various regression methods using R. The methods that I will introduce are simple linear regression, multiple linear regression, polynomial regression, decision tree regression, and support vector machine…