PMML Ensemble Predictor (deprecated)

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 are 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. Note that ensembles of ensembles are not supported with the exception of Gradient Boosted Trees which are treated base model. It's on the other hand not possible to predict Gradient Boosted Trees models with this predictor, please use the PMML Predictor node or the Gradient Boosted Trees Predictor (PMML) nodes for this task.

Input ports

1. Type: PMML
   PMML Ensemble
   A PMML Model containing an ensemble mining model
2. Type: Table
   Input data
   Data to be predicted

Output ports

1. Type: Table
   Prediction
   Prediction of every single model and the aggregated ensemble prediction