Multi-adaboost

Python implementation of multi-class adaboost decision trees.

References:

1. multi-adaboost

2. scikit-learn:weight_boosting

3. Machine Learning in Action, Chapter 1.3-decision trees

Learning experience

This is my learning experience when I read the paper Multi-class AdaBoost. To learn this new algorithm, first I reviewed AdaBoost and its relationship with Forward Stagewise Additive Modeling. Then I realized that multi-AdaBoost is natural extension of AdaBoost.

For more details, please read this.