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A Note on Comparison of F-measures

2021/12/09 by Lili Ju, Ju, Wei, Wenxin Jiang +1
Computer Science · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Rough Sets and Fuzzy Logic

paper · pdf · doi:10.48550/arxiv.2112.04677

openalex publication_date 2021/12/09 · openalex created_date 2022/05/05 · openalex updated_date 2026/07/28

Abstract

We comment on a recent TKDE paper "Linear Approximation of F-measure for the Performance Evaluation of Classification Algorithms on Imbalanced Data Sets", and make two improvements related to comparison of F-measures for two prediction rules.

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