How can I save a Model generated by Tree Ensemble Model to disk? I use the Tree ensemble model extraction which create as many rows as there are trees. Howeve the "Table to PMML Ensemble" Node now expects a column with a double value containing the weight of the model.
Given the Tree ensemble nodes description:
The output model describes an ensemble of decision tree models and is applied in the corresponding predictor node using a simply majority vote.
I assume each model ahs exactly the same weight? And if true is it correct to then use that PMML model with the PMML Ensemble predictor?
EDIT:
OK the "Table to PMML Ensemble" needs a double column so you can configure it but in the actually node the weight is optional and you can just select "majority vote" like the Tree ensemble predictor uses. I propose to fix this node so that it auto-configures it self this way if no double-value column is available.
Is there another way to export such a Tree Ensemble Model? I ask this because the PMML Ensemble predictor constantly fails: Execute failed: Java heap space. And I can't give more memory. Also it's very slow compared to the Tree ensemble predictor.