Data Mining: Models Algorithms and Applications
- (Introduction and Preview)//
(Statistical learning)//
(Linear Regression)//
(Classification)//
(Resampling Methods)//
(Linear Model Selection and Regularization)//
(Moving Beyond Linearity)//
(Tree-Based Methods)//
(Support Vector Machines)//
(Unsupervised Learning)//