Clarify documentation for entropy based uncertainty decomposition

IBM / UQ360

Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty in machine learning model predictions.

https://uq360.res.ibm.com/

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Clarify documentation for entropy based uncertainty decomposition #8

Closed nrkarthikeyan closed 3 years ago

nrkarthikeyan commented 3 years ago

In https://github.com/IBM/UQ360/blob/cf02a8aa4242ec8403ec834576d8aa284cb964a2/uq360/metrics/classification_metrics.py#L7

we need to clarify that y_prob_samples has multiple arrays of size n_samples x n_classes, each a sample from the posterior y | W, x