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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 3
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Research Article
[Retracted] Feature Learning-Based Generative Adversarial Network Data Augmentation for Class-Based Few-Shot Learning
Table 3
Random 100 samples classification accuracy and GQI.
Data sets
Accuracy (%)
GQI
LS
MNIST (full)
99.13
1
0.851
VAE
93.76
0.9459
0,418
CGAN
94.31
0.9514
0.652
DAGAN
95.12
0.9597
0.783
f-DAGAN
96.51
0.9736
0.710