Hybrid Disease Diagnosis Using Multiobjective Optimization with Evolutionary Parameter Optimization

Table 29

Comparison of hybrid systems with HMV [14] for Pima Indian diabetics’ dataset.

	Method	Accuracy	Sensitivity	Specificity	F-measure
Base paper	Ensemble	77.08	78.93	88.4	83.4
Without resampling	PSVM	78.3	74.6	79.6	77.5
Resampling	FMLP	81	73.1	84.6	80.8