there are better approaches than using logistic regression for multinomial classification. The main drawback to logistic regression is that it can only classify data that are "linearly separable". If ...

James McCaffrey from Microsoft Research presents a complete end-to-end program that explains how to perform binary classification (predicting ... [Click on image for larger view.] Figure 1: Logistic ...