Correlation-Based Ensemble Feature Selection Using Bioinspired Algorithms and Classification Using Backpropagation Neural Network

Table 12

Performance of correlation-based ensemble feature selector and individual feature selector for Hepatitis dataset.

Measure	Proposed work (%)	DE (%)	GSO (%)	Lion (%)
Accuracy	93.902	91.46	92.6	92.68
Precision	95.121	92.68	95	95.12
Sensitivity	92.857	90.69	90.47	90.69
Specificity	95	92.5	95	94.87