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Tree Ensemble Predictor (Regression)

StreamableDeprecatedDecisions Tree Ensembles for KNIME version 4.2.0.v201912131002 by KNIME AG, Zurich, Switzerland

Applies regression from a tree ensemble model by using the mean of the individual predictions.


Response Column Name
Name of the 1st output column. It contains the mean response of all models. A second column with the suffix "(Variance)" is appended containing the variance of all model responses.

Input Ports

Tree Ensemble Model as produced by Tree Ensemble Learner (Regression) node.
The data to predict

Output Ports

The trained model.

Best Friends (Incoming)

Best Friends (Outgoing)


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


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