Assessment of Pilots’ Cognitive Competency Using Situation Awareness Recognition Model Based on Visual Characteristics

Table 6

Comparative analysis of performance metrics.

Classification algorithm	Accuracy	Sensitivity	Specificity	AUC
RF	0.869	0.883	0.837	0.894
SVM	0.895	0.895	0.877	0.907
RF-SVM	0.934	0.940	0.876	0.942