Table 4 Parameters of the proposed CNN model for electrospray mode prediction.
Layer | Type | Channels | Data size of each channel | Kernel size | Stride |
|---|---|---|---|---|---|
0 | Input | 1 | 641 | – | – |
1 | 1D convolution | 64 | 320 | 3 | 1 |
2 | 1D maxpooling | – | 320 | 2 | 2 |
3 | 1D convolution | 32 | 160 | 3 | 1 |
4 | 1D maxpooling | – | 160 | 2 | 2 |
5 | Global average pooling | 32 | – | – | – |
6 | Linear | 3 | – | – | – |
