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Liu et al., 2023 - Google Patents

Multi-Dimensional Ability Diagnosis for Machine Learning Algorithms

Liu et al., 2023

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Document ID
1861400449510882270
Author
Liu Q
Gong Z
Huang Z
Liu C
Zhu H
Li Z
Chen E
Xiong H
Publication year
Publication venue
arXiv preprint arXiv:2307.07134

External Links

Snippet

Machine learning algorithms have become ubiquitous in a number of applications (eg image classification). However, due to the insufficient measurement of traditional metrics (eg the coarse-grained Accuracy of each classifier), substantial gaps are usually observed between …
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Classifications

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