Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Results of C-BiLSTM with different convolutional layers. C-BiLSTM network with 5 convolutional layers achieves the highest result on all metrics. Since the promotion on performance is not significant when convolutional layers varies from 3 to 5, the number of convolutional layers is set to 5.
| Layers | SENS (%) | SPEC (%) | ACC (%) | MCC (%) | PPV (%) | NPV (%) |
|---|---|---|---|---|---|---|
| 1 | 72.16 | 99.58 | 99.25 | 69.64 | 67.94 | 99.66 |
| 3 | 77.65 | 99.64 | 99.37 | 74.76 | 72.59 | 99.72 |
| 5 | 78.38 | 99.71 | 99.45 | 77.4 | 76.99 | 99.73 |
