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

Table 13

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

Measure	Proposed work (%)	DE (%)	GSO (%)	Lion (%)
Accuracy	98.734	97.03	97.45	97.45
Precision	98.305	95.86	96.66	95.90
Sensitivity	99.145	98.30	98.30	99.15
Specificity	98.333	95.76	96.61	95.76