项目作者： Magho

项目描述：
Implement Ada boost ensembling, train a boosted decision stump ensemble and Evaluate the effect of boosting

高级语言： Jupyter Notebook

项目主页：

项目地址: git://github.com/Magho/Boosting.git

创建时间： 2018-09-22T17:27:28Z
项目社区：https://github.com/Magho/Boosting
开源协议：MIT License
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Goals

Use SFrames to do some feature engineering.
Modify the decision trees to incorporate weights.
Implement Adaboost ensembling.
Use your implementation of Adaboost to train a boosted decision stump ensemble.
Evaluate the effect of boosting (adding more decision stumps) on performance of the model.
Explore the robustness of Adaboost to overfitting.

Packages used