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Performance results (average true positive fraction, labeled avgTPF) of our best CNN architectures and respective configurations found in optimization experiments.
| Architecture | avgTPF (%) | Norm | λ | Dropout (%) |
|---|---|---|---|---|
| LeNet-5 | 56.5 | L2 | 10−2 | 40 |
| VGG 512 | 75.9 | L2 | 10−4 | 50 |
| GoogLeNet | 58.3 | L1 | 10−3 | 80 |
| ResNet B | 60.2 | L2 | 10−2 | − |
