Boosting Predictor Loop End

Together with the corresponding loop start 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

Prediction column: The column from the input table that contains the prediction from each single model

Input Ports

: The table containing the predictions from each single model

Output Ports

: The classes predicted by the boosted model

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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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