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Boosting Implementation (Ada-Boosting, Gradient Boosting, XGB)

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Boosting-Implementation

Boosting Implementation (Ada-Boosting, Gradient Boosting, XGB)

1. Ada Boost Implementation

2. Gradient Boost Implementation

3. XGBoost-Implementation

XGBoost implementation in pima-indians-diabetes dataset

Requirement:

Install XGBoost using this command

!pip3 install xgboost

XGBoost Official Documentation:

https://xgboost.readthedocs.io/en/stable/index.html