Regression with scikit-learn

Ha Khanh Nguyen (hknguyen)


1. Linear Regression

1.1 Example: Predicting Housing Prices in Boston

1.2 Fitting a Linear Regression Model

1.3 Model Parameters

1.4 Linear Regressions with Selective Features

1.5 statsmodels Ordinary Least Squares


2. $k$-Nearest Neighbors


3. Decision Trees

Analyze decision trees

Feature importance in trees


References: