From: A novel adaptive momentum method for medical image classification using convolutional neural network
Epoch | Adam | RMSprop | SGD | Adaptive momentum |
---|---|---|---|---|
1 | 0.85 | 0.58 | 0.90 | 0.87 |
2 | 0.89 | 0.93 | 0.91 | 0.90 |
3 | 0.84 | 0.93 | 0.93 | 0.92 |
4 | 0.92 | 0.82 | 0.94 | 0.82 |
5 | 0.93 | 0.48 | 0.93 | 0.92 |