Logistic Regression and Maximum Entropy Model

This chapter first introduces the logistic regressionLogistic regression model, then the maximum entropy modelMaximum Entropy Model, and finally describes the learning algorithms for logistic regressionLogistic regression and maximum entropy models, including the improved iterative scaling algorithm and the Quasi-Newton method.