PMML Gradient Boosted Trees Predictor (Regression)

Applies regression from a Gradient Boosted Trees model that is provided in PMML format. Note that it is currently not possible to load models that were learned on a bit-, byte- or double-vector column and then written to PMML because PMML does not support vector columns.

The implementation follows the algorithms described in Greedy Function Approximation: A Gradient Boosting Machine by Jerome H. Friedman (1999).

Options

Change prediction column name

Select to customize the name of the column containing the prediction.

Prediction column name

Name of the output column containing the prediction.

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Links

• Wikipedia: Gradient Boosting

  en.wikipedia.org/wiki/Gradient_boosting

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