/var/logmarcus chiu

/var/log

❯

Computer

❯

Artificial Intelligence (AI) - Cognitive Computing - Machine Intelligence

❯

AI - Subfields

❯

Machine Learning (ML) - Pattern Recognition

❯

ML - Models

❯

Ensemble Methods/Techniques

❯

Boosting (Additive Modeling)

❯

Gradient Boost/Boosting - Multiple Additive Regression/Decision Trees - Stochastic Gradient Boosting Machines

eXtreme Gradient Boost (XGBoost)

Created on Oct 26, 2020

eXtreme Gradient Boost (XGBoost)
  • is an implementation of gradient boosted decision trees designed for speed and performance
  • a scalable tree boosting system
  • has been dominating applied machine learning and Kaggle competitions for structured or tabular data

Resources

  • https://machinelearningmastery.com/gentle-introduction-xgboost-applied-machine-learning/
  • StatQuest - XGBoost