Machine Learning Object Oriented - File Exchange - MATLAB Central

The goal of this object is to minimise spending attention to irrelevant details and spent time to the problem. Possible model types are continuous, binomial and multinomial. This class and corresponding functionality is object-oriented. This enables the user to focus on the statistics only, instead of paying attention to irrelevant details (how to partition the data, how to handle missing values, etc.). The most popular model classes are already available: generalised linear models (with a stepwise or lasso feature selection), support vector machines, decision trees and neural networks.