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Users can find more information about ensemble algorithms in the [MLlib Ensemble guide](mllib-ensembles.html). In this section, we demonstrate the Pipelines API for ensembles.
The main differences between this API and the [original MLlib ensembles API](mllib-ensembles.html) are:
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* support for ML Pipelines
* separation of classification vs. regression
* use of DataFrame metadata to distinguish continuous and categorical features