Research Article
Random Forests-Based Operational Status Perception Model in Extra-Long Highway Tunnels with Longitudinal Ventilation: A Case Study in China
Table 3
Comparison of evaluation metric for different perception models.
| | Operational status | Naïve Bayes | SVM | Random Forests | | P (%) | R (%) | F (%) | P (%) | R (%) | F (%) | P (%) | R (%) | F (%) |
| | Lightly polluted | 100 | 80 | 88.89 | 100 | 85 | 91.89 | 100 | 90.00 | 94.74 | | Heavily polluted | 88.71 | 98.21 | 93.22 | 92.44 | 98.21 | 95.24 | 96.49 | 100 | 98.21 | | Severely polluted | 95.83 | 82.14 | 88.64 | 96.15 | 89.29 | 92.59 | 100 | 96.55 | 98.25 |
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