Table 16. Actual classification performance for Leukemia dataset using NBC classifier.

	Sensitivity	Specificity	GMean	PPV	F1-measure
DWFS	100% (±0%)	90% (±22.36%)	94.14% (±13.1%)	96.92% (±6.88%)	98.33% (±3.73%)
MRMR+DWFS	84.85% (±5.19%)	58.5% (±30.9%)	68.31% (±18.71%)	77.16% (±19.03%)	79.86% (±11.78%)
JMI+DWFS	94.44% (±7.86%)	90% (±13.69%)	91.99% (±9.08%)	92.62% (±12.38%)	93.34% (±9.54%)
MRMR	83.43% (±6.6%)	79.17% (±31.18%)	79.93% (±21.17%)	88.99% (±11.61%)	86% (±8.39%)
JMI	100% (±0%)	95% (±11.18%)	97.32% (±5.99%)	98.33% (±3.73%)	99.13% (±1.94%)
WEKA	92.22% (±7.45%)	79.17% (±18.63%)	85.01% (±12.05%)	91.44% (±5.31%)	91.58% (±3.61%)
FST3	94.29% (±5.31%)	75.17% (±14.79%)	83.86% (±9.91%)	89.44% (±2.32%)	91.7% (±2.13%)
ALL Features	100% (±0%)	95% (±11.18%)	97.32% (±5.99%)	98.33% (±3.73%)	99.13% (±1.94%)
Correlation-baseline	95.96% (±5.58%)	95% (±11.18%)	95.37% (±7.57%)	98.18% (±4.07%)	97.01% (±4.25%)