Good Classification Measures and How to Find Them

22 January 2022

Papers citing "Good Classification Measures and How to Find Them"

7 / 7 papers shown

Title
Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Shiryu Ueno Yoshikazu Hayashi Shunsuke Nakatsuka Yusei Yamada Hiroaki Aizawa K. Kato MLLM VLM 99 0 0 13 Feb 2025
Selecting a classification performance measure: matching the measure to the problem D. Hand Peter Christen Sumayya Ziyad 21 1 0 19 Sep 2024
FairGridSearch: A Framework to Compare Fairness-Enhancing Models Shih-Chi Ma Tatiana Ermakova Benjamin Fabian FaML 18 0 0 04 Jan 2024
Range-Based Equal Error Rate for Spoof Localization Lin Zhang Xin Wang Erica Cooper Nicholas W. D. Evans Junichi Yamagishi 32 9 0 28 May 2023
Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond Oleg Platonov Denis Kuznedelev Artem Babenko Liudmila Prokhorenkova 56 37 0 13 Sep 2022
Never mind the metrics -- what about the uncertainty? Visualising confusion matrix metric distributions D. Lovell Dimity Miller Jaiden Capra Andrew Bradley UQCV 13 2 0 05 Jun 2022
Why only Micro-F1? Class Weighting of Measures for Relation Classification David Harbecke Yuxuan Chen Leonhard Hennig Christoph Alt 26 19 0 19 May 2022