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Tree Ensemble Predictor (Regression)

StreamableDecisions Tree Ensembles for KNIME version 3.7.0.v201811231518 by KNIME AG, Zurich, Switzerland

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.

Input Ports

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

Output Ports

The trained model.

Best Friends (Incoming)

Best Friends (Outgoing)

Update Site

To use this node in KNIME, install Decisions Tree Ensembles for KNIME from the following update site:

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