XGBoost

Some powerful data mining tree tools:

  • Randomforest
  • GBM: Generalized Boosted Regression Models GBM
  • glmnet: Lasso and Elastic-Net Regularized Generalized Linear Models

New tools:

  • Gradient Boosting Machine
  • xgboost: eXtreme Gradient Boosting: efficient, good quality

Introductions:

 

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