On Fatigue Detection for Air Traffic Controllers Based on Fuzzy Fusion of Multiple Features

Table 2

Performance comparison between different methods.

	Our method	Work by Zhang et al. [18]			Work by Nie et al. [19]			Work by Gu et al. [20]
		LR	SVM	KNN	LR	SVM	KNN	LR	SVM	KNN
Precision	97%	85%	85%	88%	85%	86%	89%	0.83%	85%	73%
Accuracy	97%	84%	84%	88%	85%	85%	88%	82%	82%	71%
Recall	97%	86%	86%	89%	85%	85%	89%	83%	85%	70%
score	97%	85%	85%	88%	85%	85%	89%	83%	83%	70%
AUC	0.99	0.93	0.93	0.92	0.93	0.93	0.92	0.91	0.91	0.83