Table 4 Performance metrics for fivefold cross-validation of the self-supervised contrastive learning model for vehicle classification using seismic data.
From: Effective deep learning aided vehicle classification approach using Seismic Data
Fold | Accuracy (%) | Precision (%) | Recall (%) | F1-Score (%) | Contrastive loss |
|---|---|---|---|---|---|
1 | 99.5 | 98.7 | 99.2 | 98.9 | 0.015 |
2 | 99.7 | 98.9 | 99.4 | 99.1 | 0.012 |
3 | 99.6 | 99.0 | 99.5 | 99.2 | 0.014 |
4 | 99.8 | 99.3 | 99.6 | 99.4 | 0.010 |
5 | 99.8 | 99.4 | 99.6 | 99.5 | 0.011 |
