Table 5 CRF comparison experiment predicted the results.
From: A conditional random field based feature learning framework for battery capacity prediction
Data | Cycle | CRF | Without CRF | ||
|---|---|---|---|---|---|
RMSE | MAPE | RMSE | MAPE | ||
B05 | 168 | 0.0216 | 0.0161 | 0.0316 | 0.0253 |
B06 | 168 | 0.0179 | 0.0081 | 0.0275 | 0.0152 |
B07 | 168 | 0.0257 | 0.0193 | 0.0357 | 0.0284 |
B18 | 132 | 0.0316 | 0.0230 | 0.0411 | 0.0325 |
