ABSTRACT
22.1 Supervised Learning
22.1.1 Regression Methods
22.1.1.1 Linear Regression
22.1.1.2 Multivariate Linear Regression
22.1.1.3 Nonlinear Regression
22.1.2 Tree-Based Methods
22.1.2.1 Classification Trees
22.1.2.2 Regression Trees
22.1.2.3 Improvement Techniques
22.1.3 Nearest Neighbor Methods
22.1.3.1 k-Nearest Neighbor
