GENERATIVE AND DISCRIMINATIVE CLASSIFIERS: NAIVE BAYES AND LOGISTIC REGRESSION Machine Learning

This is a rough draft chapter intended for inclusion in the upcoming second edition of the textbook Machine Learning, T.M. Mitchell, McGraw Hill. You are welcome to use this for educational purposes, but do not duplicate or repost it on the internet. To distribute this to others, simply point them to http://www.cs.cmu.edu/∼tom/mlbook/NBayesLogReg.pdf. For online copies of this and other materials related to this book, visit the web site www.cs.cmu.edu/∼tom/mlbook.html. Please send suggestions for improvements, or suggested exercises, to Tom.Mitchell@cmu.edu.