Table 1 Test accuracy of the small CNN model on MNIST dataset
Method | Dropout/Flipover rate | ACCÂ (%) |
|---|---|---|
Vanilla | - | 98.84 |
Dropout | 0.1 | 98.94 |
0.2 | 99.05 | |
0.3 | 99.07 | |
0.4 | 99.01 | |
0.5 | 99.00 | |
Flipover | 0.1 | 99.08 |
0.2 | 99.18 | |
0.3 | 99.00 |
Method | Dropout/Flipover rate | ACCÂ (%) |
|---|---|---|
Vanilla | - | 98.84 |
Dropout | 0.1 | 98.94 |
0.2 | 99.05 | |
0.3 | 99.07 | |
0.4 | 99.01 | |
0.5 | 99.00 | |
Flipover | 0.1 | 99.08 |
0.2 | 99.18 | |
0.3 | 99.00 |