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Mathematical Problems in Engineering
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Mathematical Problems in Engineering
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2022
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Article
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Tab 4
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Research Article
[Retracted] Feature Learning-Based Generative Adversarial Network Data Augmentation for Class-Based Few-Shot Learning
Table 4
Random 1,000 samples classification accuracy and GQI.
Data sets
Accuracy (%)
GQI
LS
MNIST (full)
99.13
1
0.886
VAE
95.92
0.9677
0,497
CGAN
96.63
0.9748
0.698
DAGAN
96.72
0.9756
0.738
f-DAGAN
98.93
0.9979
0.746