Support vector regression can predict numeric values effectively, and this article shows how to implement and train a kernel SVR model in C# using stochastic sub-gradient descent.

Abstract: Many works have attempted to characterize the complexity of classification problems by measures extracted from their learning datasets. These indexes provide indicatives of the inherent ...

For four years, Mitch Keller has arguably been the Pittsburgh Pirates' most reliable pitcher. Every fifth day, he has taken the ball, logged innings and given the Pirates a chance to win. In an ...

Abstract: In this work, we focus on studying the differentiable relaxations of several linear regression problems, where the original formulations are usually both nonsmooth with one nonconvex term.