GAMI-Net for Multiple Response Regression

SelfExplainML / PiML-Toolbox

PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics

https://selfexplainml.github.io/PiML-Toolbox

Apache License 2.0

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GAMI-Net for Multiple Response Regression #25

Closed tubadolar closed 1 year ago

tubadolar commented 1 year ago

Is it possible to use the method for a multiple target regression problem (Input1 + Input2 + Input3 = Target1 + Target2 for instance)?

The examples you provide considers only one target. Is it possible to reconfigure the output layer structure for multiple targets? My targets are highly correlated, so fitting separate single response models would ignore the correlations between them.

tubadolar commented 1 year ago

I received a response, apparently the code does not support multiple responses.