Hybrid Disease Diagnosis Using Multiobjective Optimization with Evolutionary Parameter Optimization

Table 32

Sensitivity improvement with hybrid systems.

S. number	Set	Sensitivity
		Base paper	Without resampling		Resampling
			Technique	Percentage	Technique	Percentage
1	Cleveland	83.82	FMLP	87.5	FMLP	94.8
2	Statlog	86	PMLP	85.3	GMLP	92.2
3	Spect	27.27	FSVM	88.4	FMLP	91.9
4	Spectf	7.27	FSVM	88	GSVM	94.7
5	Eric	86.32	GMLP	88.4	GMLP	88.8
6	WBC	98.01	PSVM	95.1	FMLP	96.6
7	Hepatitis	90.48	FSVM	73.1	FMLP	80.8
8	Thyroid	NIL	GMLP	95.5	GMLP	98.2
9	Parkinson	91.45	FMLP	96.6	FMLP	97.4
10	Pima Indian diabetics	78.93	PSVM	74.6	FMLP	76.6
11	BUPA	68.54	PSVM	72	FMLP	67.5