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XGBoost

Understanding XGBoost Algorithm | What is XGBoost Algorithm?

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XGBoost stands for “Extreme Gradient Boosting”. XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable. It implements Machine Learning algorithms under the Gradient Boosting framework....
Email Marketing Best Practices

What is Gradient Boosting and how is it different from AdaBoost?

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Introduction What is Gradient Boosting?Difference between Gradient Boosting and Adaptive Boosting(AdaBoost)Understand gradient boosting algorithm with exampleExtreme Gradient Boosting (XGBoost)LightGBMCat BoostGradient boosting in Python Introduction Ensemble methods...
bagging and boosting

Understanding the Ensemble method Bagging and Boosting

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Bias and Variance Ensemble MethodsBaggingBoostingBagging vs BoostingImplementation Bias and Variance  For the same set of data, different algorithms behave differently. For example, if we want to...