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Gradient Boosted Trees Predictor (Regression)

StreamableDecisions Tree Ensembles for KNIME version 4.2.0.v202004061016 by KNIME AG, Zurich, Switzerland

Applies regression from a Gradient Boosted Trees model. The implementation follows the algorithms described in "Greedy Function Approximation: A Gradient Boosting Machine" by Jerome H. Friedman (1999)". For more information you can also take a look at this .

Options

Change prediction column name
Check this option if you want to use a custom name for the column containing the prediction
Prediction column name
Name of the output column containing the prediction.

Input Ports

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Gradient Boosted Trees model as produced by Gradient Boosted Trees Learner (Regression) node.
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The data to predict

Output Ports

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The predicted data

Best Friends (Incoming)

Best Friends (Outgoing)

Workflows

Installation

To use this node in KNIME, install KNIME Ensemble Learning Wrappers from the following update site:

KNIME 4.2

A zipped version of the software site can be downloaded here.

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Developers

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