# Statistical Formulas for F Measures

arXiv: https://arxiv.org/abs/2012.14894 · HTML: https://mlsanity.com/paper/2012.14894/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 29 Dec 2020.

## Built on by (most cited first, 1 of 1)

- [Confidence Intervals for Evaluation of Data Mining](https://mlsanity.com/paper/2502.07016/) (2025)

## Abstract (arXiv)

We provide analytic formulas for the standard error and confidence intervals for the F measures, based on a property of asymptotic normality in the large sample limit. The formula can be applied for sample size planning in order to achieve accurate enough estimation of these F measures.