Ensembles - RDD-based API Gradient-Boosted Trees vs. Random Forests Random Forests Basic algorithm Training Prediction Usage tips Examples Classification Regression Gradient-Boosted Trees (GBTs) Basic algorithm Losses Usage tips Validation while training Examples Classification Regression An ensemble method is a learning algorithm which creates a model composed of a set of other base models. spark
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