Table 12. Actual classification performance for WDBC dataset using NBC classifier.

	Sensitivity	Specificity	GMean	PPV	F1-measure
DWFS	97.15% (±2.2%)	93.67% (±2.55%)	95.39% (±2.05%)	95.99% (±2.39%)	96.55% (±1.93%)
MRMR+DWFS	97.78% (±2.57%)	80.87% (±3.73%)	88.91% (±2.65%)	89.38% (±3.68%)	93.35% (±2.48%)
JMI+DWFS	97.78% (±2.57%)	80.87% (±3.73%)	88.91% (±2.65%)	89.38% (±3.68%)	93.35% (±2.48%)
MRMR	95.53% (±1.68%)	89.36% (±8.57%)	92.29% (±3.94%)	93.4% (±5.83%)	94.36% (±2.73%)
JMI	97.48% (±2.19%)	80.35% (±4.13%)	88.47% (±2.2%)	89.14% (±3.41%)	93.08% (±1.97%)
WEKA	98.11% (±1.2%)	92.4% (±4.14%)	95.18% (±1.65%)	95.28% (±3.38%)	96.63% (±1.25%)
FST3	94.97% (±3.62%)	82.21% (±6.1%)	88.26% (±2.09%)	89.92% (±3.51%)	92.29% (±1.62%)
ALL Features	95.02% (±3.69%)	90.53% (±5.63%)	92.67% (±2.09%)	94.13% (±4.1%)	94.48% (±1.82%)
Correlation-baseline	96.59% (±1.39%)	92.84% (±4.99%)	94.67% (±2.65%)	95.45% (±3.54%)	95.99% (±2.06%)