anton-dergunov / ml-playground

Personal repository for Machine Learning projects
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Use XGBoost for Kaggle Avito Context Ad Clicks #23

Closed anton-dergunov closed 5 years ago

anton-dergunov commented 6 years ago

Completition: https://www.kaggle.com/c/avito-context-ad-clicks

See implementation descriptions: http://blog.kaggle.com/2015/08/26/avito-winners-interview-1st-place-owen-zhang/ http://blog.kaggle.com/2015/08/21/avito-winners-interview-2nd-place-changsheng-gu-aka-gzs_iceberg/ https://github.com/Gzsiceberg/kaggle-avito

Additional links: https://www.kaggle.com/c/criteo-display-ad-challenge https://www.kaggle.com/c/avazu-ctr-prediction https://github.com/dmlc/xgboost/tree/master/demo https://github.com/tqchen/xgboost/tree/master/demo/guide-python https://xgboost.readthedocs.io/en/latest/python/python_intro.html https://www.kaggle.com/tqchen/understanding-xgboost-model-on-otto-data https://machinelearningmastery.com/gentle-introduction-xgboost-applied-machine-learning/