IHCP: interpretable hepatitis C prediction system based on black-box machine learning models

BMC Bioinformatics

Table 5 Comparison of IHCP with existing art-the-start methods on the UCI dataset

Author	Method	Accuracy (%)	AUC
Akter [23]	LR	95	–
Edeh et al. [24]	Ensemble Learning	95.59	–
Safdari et al. [25]	RF	97.29	0.998
Li [26]	SPFLR	98.74	0.9401
Yağanoğlu [27]	DT with new feature	99.31	0.98
Alizargar et al. [28]	XGBoost	95	0.984
This study	IHCP	99.44	0.9986

ISSN: 1471-2105