Table of Contents

XGBoost

Tutorials

Google Colaboratory - XGBoost/MNIST(Scikit-Learn) as Classification
https://colab.research.google.com/drive/1aPXBCfSmpMkBfWFBadSWg50kLax6sr6E

Google Colaboratory - XGBoost/MNIST(Scikit-Learn) as Regression
https://colab.research.google.com/drive/16EuA2Npyz1WMUSQOXoyUCbv_j-wZvFb5

Google Colaboratory - XGBoost/SHAP
https://colab.research.google.com/drive/1aZ9b0eejeGzXtkrRTWsNivEcJKEmkyR5

Results

MNIST(Scikit-Learn) as Classification

MNIST(Scikit-Learn) as Regression

SHAP

Parameters

https://github.com/dmlc/xgboost/blob/master/doc/parameter.rst
https://kamonohashiperry.com/archives/209

References

XGBoost
https://xgboost.ai/
https://xgboost.readthedocs.io/

https://qiita.com/ganmo0911/items/478be76c5029fff15029
https://sorabatake.jp/11731/
https://qiita.com/RiRyCasals/items/81c1de806fdae0a0e0c4