Hybrid Disease Diagnosis Using Multiobjective Optimization with Evolutionary Parameter Optimization

Table 11

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

	Method	Accuracy	Sensitivity	Specificity	F-measure
Base paper	Ensemble	85	83.82	88.41	82.15
Without resampling	FMLP	85.8	87.5	84.6	87.5
Resampling	FMLP (PMLP)	94.1	94.8	93.5	94.1