I don't know exactly how to search for this tool so I'm looking for leads on the tool and/or search terms (so I don't have to make it myself):
I'll often read a #NLP #NLProc paper and they provide a few metrics (e.g. Precision/Recall) but not the same metrics (e.g., Specificity/Sensitivity) as that other paper on the same topic that I'm reading. Then I need to figure out if I can estimate the True Positive, False Positive, etc. counts from the provided metrics to generate the other paper metrics for direct comparison.
When I'm really invested, I'll set up a spreadsheet to let me twiddle the TP/FP counts to try to keep the reported measures fixed to see how much range there is for the unreported measures.
Is there an easier way to do this? Let's say I have Sensitivity, Specificity, PPV, NPV, and the rough estimate of the total count of notes. Is there a shiny dashboard or website that I can plug those numbers in to get an estimate on the range of possible precision scores with those constraints?