Decision tree learner seems to be overfitting

[mlauber71]

@akhtarameen concerning the use of PMML theer are several model which are supported by PMML besides decision trees.

Export PMML that outputs class probabilities

I think it depends on the type of model. Normally you would have to tell the Predictor to add the class probabilities. The generic PMML predictor does not have this function - or it depends on the type of model. [image] Nodes that support Probabilities and PMML are: Additionally the Decision Tree offers the possibility to create a quite readably ruleset that you can then use with SQL or another language Additionally the Supports these model types and also has the possibility to…

Depending on what you want to do and what your deployment environment looks like. MOJO format (cf. model reader) from H2O.ai might also be an option.