It's a good point about true and false positives though, which makes me wonder if anyone's taken a large database of expected outputs from such "equations" and

It's a good point about true and false positives though, which makes me wonder if anyone's taken a large database of expected outputs from such "equations" and used it to calculate validation scores for different models in terms of precision and recall.