Research Article
Blink Number Forecasting Based on Improved Bayesian Fusion Algorithm for Fatigue Driving Detection
Table 1
Prediction performance of the three component predictors.
| | | ARIMA | RBFNN | KF | | | MSA | MRE (%) | VRE (%) | MSA | MRE (%) | VRE (%) | MSA | MRE (%) | VRE (%) |
| | 1:00–2:00 | 4.25 | 7.51 | 8.20 | 5.32 | 7.82 | 8.53 | 6.26 | 6.35 | 7.18 | | 2:00–3:00 | 19.60 | 8.23 | 9.07 | 10.42 | 7.51 | 8.02 | 15.66 | 8.17 | 9.08 | | 3:00–4:00 | 15.53 | 8.04 | 9.12 | 10.07 | 7.62 | 7.99 | 17.72 | 8.28 | 9.24 | | 4:00–5:00 | 22.71 | 7.93 | 8.11 | 15.87 | 7.49 | 7.93 | 23.72 | 8.32 | 8.77 | | Total | 16.13 | 8.09 | 9.14 | 12.17 | 7.71 | 8.29 | 16.33 | 8.21 | 9.19 |
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