A library that allows serialization of SciKit-Learn estimators into PMML
The easiest way is to use pip:
pip install sklearn-pmml
Classifier converters can only operate with categorical outputs, and for each categorical output variable varname
the PMML output contains the following outputs:
varname
for the predicted label of the instancevarname.label
for the probability for a given labelRegression model PMML outputs the numeric response variable named as the output variable