Hybrid Disease Diagnosis Using Multiobjective Optimization with Evolutionary Parameter Optimization

Table 31

Comparison of hybrid systems with HMV [14] for BUPA liver disease dataset.

	Method	Accuracy	Sensitivity	Specificity	F-measure
Base paper	Ensemble	67.54	68.54	42.07	52.14
Without resampling	GMLP	73	70	74.9	72.8
Resampling	GMLP	73.3	68.9	78.4	73.3