ENHANCEMENT: Add a prediction function that also calculates uncertainty in the prediction#584

Merged

paulbkoch merged 6 commits intointerpretml:developfrom degenfabian:add-prediction-function-with-uncertainty

Nov 4, 2024

+72-1

Commits on Nov 3, 2024

add prediction function that also calculates uncertainty in the prediction

Fabian Degen
authored and
degenfabian
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Add error message when max_bins is not equal to max_interaction_bins when calling uncertainty prediction function

Fabian Degen
authored and
degenfabian
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use ebm_predict_scores to simplify processing in pred_from_base_models_with_uncertainty

Fabian Degen
authored and
degenfabian
committed
fix to actually iterate through bags not scores in uncertainty prediction function

Fabian Degen
authored and
degenfabian
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add test for uncertainty prediction function

Fabian Degen
authored and
degenfabian
committed

Commits on Nov 4, 2024

adapt test to be more generalizable
Fabian Degen
committed