Subject: Probabilities in Bayesian classifier

The problem is that logistic regression makes some assumptions that are
unrealistic in practice.  That leads to uncalibrated probabilities in
certain cases.

This is particularly true where variable interactions are strong.

The good news is that logistic regression gives you the best answer that is
possible with a generalized linear model.

On Thu, Jun 16, 2011 at 11:22 AM, Svetlomir Kasabov <