From: A novel adaptive momentum method for medical image classification using convolutional neural network
Epoch | Adam | RMSprop | SGD | Adaptive momentum |
---|---|---|---|---|
1 | 0.83 | 0.80 | 0.84 | 0.82 |
2 | 0.84 | 0.76 | 0.83 | 0.83 |
3 | 0.84 | 0.84 | 0.84 | 0.84 |
4 | 0.83 | 0.79 | 0.83 | 0.85 |
5 | 0.79 | 0.83 | 0.84 | 0.85 |