Table 8.

AUC value experimental results.

Methods	Crash:Non-crash
	1:2	1:5	1:10	1:20	1:100	1:200
None	0.671	0.661	0.638	0.624	0.599	0.578
Random Oversampling	0.652	0.639	0.602	0.616	0.598	0.603
SMOTE	0.678	0.671	0.635	0.647	0.638	0.614
Focal Loss	0.678	0.707	0.694	0.655	0.641	0.628
Fatigue-FL	0.686	0.712	0.710	0.692	0.674	0.654
SMOTE&Fatigue-FL	0.693	0.702	0.736	0.694	0.673	0.668