Hybrid Disease Diagnosis Using Multiobjective Optimization with Evolutionary Parameter Optimization

Table 9

Performance metric values on all datasets with and without resampling.

Dataset name	Without resampling		Resampling		Dataset name	Without resampling		Resampling
	GD	SP	GD	SP		GD	SP	GD	SP
Cleveland	0.21	0.8	0.19	0.9	WBC	0.39	1.25	0.25	2.21
Statlog	0.39	1.02	0.16	1.91	Hepatitis	0.24	3.21	0.27	1.29
Spect	0.11	1.87	0.14	1.23	Thyroid	0.1	1.34	0.26	1.76
Spectf	0.18	1.98	0.12	1.2	Parkinson	0.22	1.8	0.18	2.92
Eric	0.29	2.02	0.13	1.92	Pima Indian diabetics	0.2	0.98	0.13	1.05
					BUPA	0.18	2.2	0.14	1.9