Machine Learning, Naturallanguageprocessing, NLP, Bots.
Margin-Based methods: SVM’s The vote is just a weighted sum of the features; each feature has its own weight. So we try to find the class that maximizes the weighted sum of all the features. MaxEnt Models make a probabilistic model from the linear combination Σ λiƒi(c,d). Since the weights can be