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Good Classification Measures and How to Find Them
Neural Information Processing Systems (NeurIPS), 2022
22 January 2022
Martijn Gösgens
A. Zhiyanov
Alexey Tikhonov
Liudmila Prokhorenkova
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Papers citing
"Good Classification Measures and How to Find Them"
7 / 7 papers shown
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
437
2
0
13 Feb 2025
Selecting a classification performance measure: matching the measure to the problem
D. Hand
Peter Christen
Sumayya Ziyad
268
5
0
19 Sep 2024
FairGridSearch: A Framework to Compare Fairness-Enhancing Models
Shih-Chi Ma
Tatiana Ermakova
Benjamin Fabian
FaML
261
2
0
04 Jan 2024
Range-Based Equal Error Rate for Spoof Localization
Interspeech (Interspeech), 2023
Lin Zhang
Xin Wang
Erica Cooper
Nicholas W. D. Evans
Junichi Yamagishi
258
17
0
28 May 2023
Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond
Neural Information Processing Systems (NeurIPS), 2022
Oleg Platonov
Denis Kuznedelev
Artem Babenko
Liudmila Prokhorenkova
395
66
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
171
2
0
05 Jun 2022
Why only Micro-F1? Class Weighting of Measures for Relation Classification
David Harbecke
Yuxuan Chen
Leonhard Hennig
Christoph Alt
225
28
0
19 May 2022
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