https://code.groundlight.ai/python-sdk/blog/confidence-intervals-for-balanced-accuracy
Tales from the Binomial Tail: Confidence intervals for balanced accuracy
Ted Sandler
Senior Applied Scientist at Groundlight
Leo Dirac
CTO and Co-founder at Groundlight
January 16, 2024
“…we put careful thought into measuring the correctness of our machine learning detectors…. we compute and display exact confidence intervals in order to upper and lower bound each detector’s balanced accuracy…”