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Tree Ensemble Predictor (Regression)

StreamableDeprecatedDecisions Tree Ensembles for KNIME version 4.3.0.v202011191423 by KNIME AG, Zurich, Switzerland

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

Options

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

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

Output Ports

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The trained model.

Best Friends (Incoming)

Best Friends (Outgoing)

Installation

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

KNIME 4.3

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

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Developers

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