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

Views

This node has no views

Workflows

Developers

You want to see the source code for this node? Click the following button and we’ll use our super-powers to find it for you.

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: 2024-11-21

KNIME versions: Since v3.6

Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.

Try NodePit Runner!