Random Forest Predictor (Regression)

Applies regression from a random forest* model by using the mean of the individual predictions.

(*) RANDOM FORESTS is a registered trademark of Minitab, LLC and is used with Minitab’s permission.

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.

Input Ports

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A random forest model as produced by Random Forest Learner (Regression) node.
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Data to be predicted.

Output Ports

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Input data along with prediction columns.

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Installation

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: 2024-11-21
Tags: Streamable
KNIME versions: Since v3.6

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