PMML Ensemble Predictor

This Node Is Deprecated — This version of the node has been replaced with a new and improved version. The old version is kept for backwards-compatibility, but for all new workflows we suggest to use the version linked below.
Go to Suggested ReplacementPMML Ensemble Predictor

The PMML Ensemble Predictor node takes a pmml document containing an ensemble of other models and executes all of them on the given data. The results from all models is then aggregated using a method specified in the ensemble model. The output contains a column for each prediction of the single models (if set in the settings) and one column with the combined result.


Return individual predictions
Determines whether the output contains one column for each model's prediction
Multiple model method as column name
Determines whether the column with the combined predictions should be named after the combination method
Tie break
Determines what is output when there is a tie between two classes in the combination methods majority vote and weighted majority vote

Input Ports

A PMML Model containing an ensemble mining model
Data to be predicted

Output Ports

Prediction of every single model and the aggregated ensemble prediction

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