| CNN | |
|---|---|
| Conv1D filter 1x1 channel 200 | regularization L1 0 |
| Dropout 0.75 | |
| ReLU | |
| Conv1D filter 9x9 channel 150 | regularization L1 0 |
| Dropout 0.75 | |
| ReLU | |
| Conv1D filter 10x10 channel 200 | regularization L1 0 |
| ReLU |
| Seq |
|---|
| unit 8 activation linear L1 2 |
| Fm |
|---|
| unit 10 activation linear L1 0.151948 |
| Merge |
|---|
| Dropout 0 |
| Dense unit 149 activation relu |
| Dropout 0.298224 |
| Dense unit 8 activation relu |
| Dropout 0 |
| Dense unit 2 activation softmax |
- loss: binary_crossentropy
- optimizer: adam (default value)
- batch size: 1200 (?
- epochs: 500