Classification

Recommended Literature:

Bishop. Pattern recognition and machine learning. 2006. Sections 4.1. Discriminant Functions, 4.2. probabilistic Generative Models, 6.1. Dual Representations, 6.2. Constructing Kernels, 14.2. Committees, 14.3. Boosting and 14.4. Tree-based Models.