Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the naive Bayes regression technique, where the goal is to predict a single numeric value. Compared to other ...

The goal of a machine learning regression problem is to predict a single numeric value. There are roughly a dozen different regression techniques such as basic linear regression, k-nearest neighbors ...

Abstract: Class imbalance problems have received a lot of attention throughout the last few years. It poses considerable hurdles to conventional classifiers, especially when combined with overlapping ...

Pull requests help you collaborate on code with other people. As pull requests are created, they’ll appear here in a searchable and filterable list. To get started, you should create a pull request.

ABSTRACT: In this paper we consider a two-stage ordering problem with a buyer’s minimum commitment quantity contract. Under the contract the buyer is required to give a minimum-commitment quantity.

Abstract: Text classification algorithms, such SVM, and Naïve Bayes, have been developed to build up search engines and construct spam email filters. As a simple yet powerful sample of Bayesian ...