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by LPisGood 273 days ago
Useless is perhaps a but harsh. It tells you something.
2 comments

Only if you know the data distribution.

It is pretty easy to get 99.99% accuracy on a dataset that is 99.99% a single class for example.

It tells me nothing because it doesn’t say if they mean precision or recall
It very much tells you something. Accuracy is a measure of overall correctness. Accuracy is something different than precision and recall.