Add column `balanced_accuracy` to the results table of `morphoclass performance-table`

BlueBrain / morphoclass

Neuronal morphology preparation and classification using Machine Learning.

https://morphoclass.readthedocs.io

Apache License 2.0

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Closed FrancescoCasalegno closed 2 years ago

FrancescoCasalegno commented 2 years ago

When we run morphoclass performance-table, we only report accuracy and f1_score with various averaging methods (macro, micro, weighted):
But since our dataset it would also be useful to also compute the balanaced_accuracy, which is basically an accuracy with weighted averaging.

[ ] Add to the HTML reports of morphoclass performance-table a new column balanced_accuracy.