xgboost-n-spark

xgboost

  • model: GBDT/GBRT/GBM
  • language: Python, R, Java, Scala, C++
  • integrity: single machine, Hadoop, Spark, Flink, DataFlow

xgboost和gbdt的区别

The name xgboost, though, actually refers to the engineering goal to push the limit of computations resources for boosted tree algorithms.
Which is the reason why many people use xgboost.
For model, it might be more suitable to be called as regularized gradient boosting.

xgboost