Big Data, Machine Learning, Probability.
Today I will look at a comparison between discriminative and generative models. I will be looking at the Naive Bayes classifier as the generative model and logistic regression as the discriminative model. Before going into details I will briefly describe the two techniques. Naive Bayes Classifier: