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.
Performance comparison with other approaches.
| Method | Accuracy (%) | Precision (%) | Recall (%) | F1-Score (%) |
|---|---|---|---|---|
| Proposed | 94.20 | 93.90 | 94.47 | 94.18 |
| DNN | 70.47 | 69.38 | 73.27 | 71.27 |
| 1D-CNN | 72.79 | 68.02 | 61.85 | 64.79 |
| LSTM | 77.13 | 77.14 | 77.10 | 77.12 |
| Random forest | 72.66 | 72.77 | 8.04 | 14.48 |
