Boosting Tree

Published by onesixx on

decision tree, RandomForest, ExtraTrees, AdaBoost, Gradient Boosting
XGBoost, LightGBM


tianqi Chen
https://xgboost.readthedocs.io/en/latest/

https://xgboost.ai/about
XGBoost is an optimized distributed gradient boosting library designed to be highly efficientflexible and portable.
It implements machine learning algorithms under the Gradient Boosting framework.
XGBoost provides a parallel tree boosting (also known as GBDT, GBM) that solve many data science problems in a fast and accurate way.
The same code runs on major distributed environment (Hadoop, SGE, MPI) and can solve problems beyond billions of examples.

R


https://github.com/dmlc/xgboost/tree/master/demo



Categories: Analysis

onesixx

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