Statistical Formulas for F Measures
Machine Learning
2021-01-01 v1 Machine Learning
Abstract
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.
Cite
@article{arxiv.2012.14894,
title = {Statistical Formulas for F Measures},
author = {Wenxin Jiang},
journal= {arXiv preprint arXiv:2012.14894},
year = {2021}
}