Table 20. Actual classification performance for Medelon dataset using NBC classifier.

	Sensitivity	Specificity	GMean	PPV	F1-measure
DWFS	59.49% (±3.11%)	61.43% (±4.7%)	60.4% (±2.65%)	60.72% (±4.01%)	59.99% (±2.19%)
MRMR+DWFS	50.76% (±8.85%)	55.93% (±11.8%)	52.49% (±1.58%)	53.95% (±4.36%)	51.71% (±4.01%)
JMI+DWFS	58.47% (±5.52%)	62.84% (±6.6%)	60.41% (±2.23%)	61.31% (±3.95%)	59.6% (±2.11%)
MRMR	52.63% (±1.12%)	54.8% (±5.27%)	53.66% (±2.76%)	53.9% (±5.59%)	53.14% (±2.9%)
JMI	58.59% (±1.57%)	61.59% (±4.89%)	60.04% (±2.69%)	60.48% (±4.57%)	59.44% (±2.27%)
WEKA	58.21% (±3.98%)	63.57% (±6.1%)	60.7% (±2.4%)	61.65% (±4.6%)	59.68% (±1.93%)
FST3	57.38% (±5.38%)	62.14% (±4.68%)	59.58% (±2.32%)	60.28% (±2.97%)	58.59% (±2.03%)
ALL Features	57.57% (±1.53%)	59.48% (±5.36%)	58.47% (±2.84%)	58.79% (±5.04%)	58.07% (±2.6%)
Correlation-baseline	57.02% (±3.23%)	62.78% (±5.23%)	59.77% (±2.91%)	60.57% (±5.11%)	58.63% (±3.2%)