Table 13.
Comparative analysis of SOC prediction.
| S. No. | Methods | MAE | RMSE | R 2 |
|---|---|---|---|---|
| 1 | Extra trees (Dini and Paolini, 2026) | 0.0173 | 0.0367 | 0.982 |
| 2 | GASVR (Chen et al., 2023) | 0.77 | 0.95 | 0.9892 |
| 3 | Proposed | 0.0164 | 0.0225 | 0.9943 |
Comparative analysis of SOC prediction.
| S. No. | Methods | MAE | RMSE | R 2 |
|---|---|---|---|---|
| 1 | Extra trees (Dini and Paolini, 2026) | 0.0173 | 0.0367 | 0.982 |
| 2 | GASVR (Chen et al., 2023) | 0.77 | 0.95 | 0.9892 |
| 3 | Proposed | 0.0164 | 0.0225 | 0.9943 |