ablaom
commented
1 year ago Thanks for flagging this, @DoktorMike.
How about we add the alias probability_of_correct_classification for now, to at least improve discoverability?
A short alias like pcc has a higher likelihood of conflict with other names a user might want to use, and it doesn't seem to me like the alias is too common. For example, a Wikipedia-specific search of probability of correct classification returns only usages out of the present context (AFAICT) but balanced accuracy returns plenty.
Awesome package!
I was wondering if it might be prudent to add another alias to balanced_accuracy called pcc for probability of correct classification.
See the following reference: https://www.kdnuggets.com/2020/03/interpretable-performance-measure-binary-classifier.html#:~:text=Probability%20of%20correct%20classification%20(PCC)&text=PCC%20tells%20us%20how%20good,%2C%20%5B0%2C1%5D.
Not sure how common this alias is.