. 2023 Jul 5;9:20552076231180739. doi: 10.1177/20552076231180739

Table 6.

Comparison of Hemolytic-Pred with the state-of-the-art existing methods.

Classifiers	Acc	Sp	Sn	MCC	AUC-ROC
Hemolytic-Pred	0.96	0.94	0.97	0.89	0.98
HLPpred-Fuse⁷⁴	0.905	0.964	0.845	0.82	0.905
Gradient boosting⁷⁵	0.95	NA	NA	0.90	0.951
HemoPred²⁵	0.709	0.728	0.652	0.34	NA
HemoPI²⁴	0.873	0.94	0.80	0.75	0.952

Acc: accuracy; MCC: Matthew’s correlation coefficient; AUC: area under the curve; ROC: receiver operating characteristic.