Table of Content
Supervised Learning
1. Linear Model
Linear Regression
Logistic Regression
2. Support Vector Machine, SVM
3. Generative Learning
Naive Bayes
4. Tree-based and Ensemble Methods
CART: Decision Tree, Regression Tree
Random forest
Boosting: