Table 4.

The comparison of applied strategies for facing imbalanced dataset challenge

Strategy	ACC	AUC-ROC	AUC-PR	BS	MCC	F1-score
IMB	80.64	92.69	91.69	12.94	62.76	84.21
RUS	83.96	92.48	91.56	8.25	68.07	84.14
ROS	85.72	92.61	90.76	10.92	71.61	82.67
OSMOTE	84.62	92.19	90.49	11.18	69.34	82.07
SORU	86.38	92.57	91.55	10.69	73.02	84.23