Research Article

Hybrid Disease Diagnosis Using Multiobjective Optimization with Evolutionary Parameter Optimization

Table 21

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

MethodAccuracySensitivitySpecificityF-measure

Base paperEnsemble96.7198.0196.9497.48
Without resamplingPSVM9795.19897
ResamplingPSVM9896.698.798