Table 4.

Experimental results (accuracy %) of five ML techniques using the HCV dataset.

Models	Experiment (based on data splitting method)
	K-fold cross validation split method		Training:testing, split method
	K: 5	K: 10	80:20	70:30
SVM	89.88	89.95	90.25	90.45
MARS	87.68	88.56	88.12	87.90
RF	89.95	90.78	90.12	89.41
DT	89.31	89.96	89.69	88.49
BGLM	87.68	88.97	86.99	85.47
Proposed HPM	95.89	96.29	91.24	92.39