Tree Ensemble Predictor (Regression)

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

Options

Change prediction column name: Check if you want to alter the name of the column that will contain the prediction.
Prediction 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.

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

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To use this node in KNIME, install the extension KNIME Ensemble Learning Wrappers from the below update site following our NodePit Product and Node Installation Guide:

v5.3

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

Plugin provider: KNIME AG, Zurich, Switzerland

Plugin version: 5.3.0.v202401171201

On NodePit since: 2024-07-09

Last update: 2024-11-15

Tags: Streamable

KNIME versions: Since v3.6

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