Boosting Predictor Loop Start

Together with the corresponding loop end node a boosting prediction loop can be constructed. It uses the weighted models an creates a prediction based on a majority vote of all models.

Options

Model column: The column that contains the models
Model weight column: The column that contains the weight for each model

Input Ports

: The data table that contains the models and the corresponding weights

Output Ports

: The current model

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Workflows

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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.v202312081534

On NodePit since: 2024-07-09

Last update: 2024-11-20

KNIME versions: Since v3.6

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