Extreme Gradient Boosting (XGBoost) isan open-source librarythat provides an efficient and effective implementation of the gradient boosting algorithm. ... Extreme Gradient Boosting is an efficient open-source implementation of the stochastic gradient boosting ensemble algorithm. What is gradient descent al...
The gradient boosting algorithm requires the below components to function: 1. Loss function: To reduce errors in prediction, we need to optimize the loss function. Unlike in AdaBoost, the incorrect result is not given a higher weightage in gradient boosting. It tries to reduce the loss function...