Journal of Advanced Transportation / 2018 / Article / Tab 3

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 statusNaïve BayesSVMRandom Forests
P (%)R (%)F (%)P (%)R (%)F (%)P (%)R (%)F (%)

Lightly polluted1008088.891008591.8910090.0094.74
Heavily polluted88.7198.2193.2292.4498.2195.2496.4910098.21
Severely polluted95.8382.1488.6496.1589.2992.5910096.5598.25