Conformal prediction is not just 1 method, but a general recipe: understand once, apply everywhere
Christoph, thanks for the couse. It is really helpful.
I wonder why MapieClassifier assumes multiclass classification ( hence does not support binary classification). Would you know that?
Cheers,
I am not sure why MAPIE doesn't support it, to be honest. If you want to use the score method or APS, you can have a look at the implementation using only numpy here: https://arxiv.org/abs/2107.07511
Christoph, thanks for the couse. It is really helpful.
I wonder why MapieClassifier assumes multiclass classification ( hence does not support binary classification). Would you know that?
Cheers,
I am not sure why MAPIE doesn't support it, to be honest. If you want to use the score method or APS, you can have a look at the implementation using only numpy here: https://arxiv.org/abs/2107.07511