Oracle Machine Learning XGBoost Algorithm

XGBoost is a highly-efficient, scalable gradient tree boosting machine learning algorithm for regression and classification.

The DBMS_DATA_MINING.ALGO_XBGOOST algorithm prepares training data, builds and persists a model, and applies the model for prediction. You can use it as a stand-alone predictor or incorporate it into real-world production pipelines for a wide range of problems such as ad click-through rate prediction, hazard risk prediction, web text classification, and so on.

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