Modeling a binary response variable using logistic regression, CART, and random forests
Cross validation of tuning parameters
Non-linear models-Part1 - Data Transformations and Polynomial Terms
Non-linear models–Part 2. General Additive Models and Splines
Ridge and Lasso Regression models
Model selection with Ensemble Methods
