The following node is available in the Open Source KNIME predictive analytics and data mining platform version 2.7.1. Discover over 1000 other nodes, as well as enterprise functionality at http://knime.com.

Tree Ensemble Predictor (Regression)

Applies regression from from a tree ensemble model by using the mean of the individual predictions.

Dialog Options

Response 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.

Ports

Input Ports
0 The data to predict
Output Ports
0 The trained model.
This node is contained in Decisions Tree Ensembles for KNIME provided by KNIME GmbH, Konstanz, Germany.