Official websites use .gov
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.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.
Evaluation metrics of the algorithms using data from the three units.
| Method | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|
| 1D CNN | 0.99 | 0.99 | 0.99 | 0.99 |
| 2D CNN | 0.99 | 0.99 | 0.99 | 0.99 |
| BASE LSTM | 0.97 | 0.97 | 0.97 | 0.97 |
| MULTI LSTM | 0.98 | 0.98 | 0.98 | 0.98 |
| GRU | 0.98 | 0.98 | 0.98 | 0.98 |
| KNN | 0.98 | 0.98 | 0.98 | 0.98 |
| RF | 0.99 | 0.98 | 0.98 | 0.98 |
| SVM | 0.98 | 0.98 | 0.98 | 0.98 |
