Hybrid Disease Diagnosis Using Multiobjective Optimization with Evolutionary Parameter Optimization

Table 23

Comparison of hybrid systems with HMV [14] for hepatitis dataset.

	Method	Accuracy	Specificity	Sensitivity	F-measure
Base paper	Ensemble	86.45	90.48	92.68	91.57
Without resampling	PMLP	87.1	90.6	71.4	86.8
Resampling	PMLP	92.3	80.8	94.6	92.1