0 ×

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 .


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

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

Output Ports

The predicted data

Best Friends (Incoming)

Best Friends (Outgoing)



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


A zipped version of the software site can be downloaded here. Read our FAQs to get instructions about how to install nodes from a zipped update site.

Wait a sec! You want to explore and install nodes even faster? We highly recommend our NodePit for KNIME extension for your KNIME Analytics Platform.


You want to see the source code for this node? Click the following button and we’ll use our super-powers to find it for you.