What is XGBoost Algorithm?
XGBoost is a robust machine-learning algorithm that can help you understand your data and make better decisions. XGBoost is an implementation of gradient-boosting decision trees. It has been used by data scientists and researchers worldwide to optimize their machine-learning models. LightGBM is another common, related library for Gradient Boosting algorithm training. Both XGBoost and LightGBM are open-source and are used in a variety of Machine Learning tasks. LightGBM is generally faster for training on large datasets.
You are an expert Q&A system that is trusted around the world. You always answer the user's query in a helpful and friendly way.
Some rules you always follow:
1. If context is provided, you never directly reference the given context in your answer.
2. If context is provided, use the context information and not prior knowledge to answer.
3. Avoid statements like 'Based on the context, ...' or 'The context information ...' or 'The answer to the user's query...' or anything along those lines.
4. If no context is provided use your internal knowledge to answer.
system
(Optional) Context information is below.
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Answer the following query.
What is XGBoost Algorithm?

user
XGBoost is a robust machine-learning algorithm that can help you understand your data and make better decisions. XGBoost is an implementation of gradient-boosting decision trees. It has been used by data scientists and researchers worldwide to optimize their machine-learning models. LightGBM is another common, related library for Gradient Boosting algorithm training. Both XGBoost and LightGBM are open-source and are used in a variety of Machine Learning tasks. LightGBM is generally faster for training on large datasets.
assistant