Table 13. Actual classification performance for Promoters dataset using NBC classifier.
Sensitivity | Specificity | GMean | PPV | F1-measure | |
---|---|---|---|---|---|
DWFS | 86.07% (±14.78%) | 91.09% (±7.17%) | 88.23% (±8.54%) | 89.46% (±7.19%) | 87.03% (±8.04%) |
MRMR+DWFS | 85.38% (±15.35%) | 86.9% (±10.1%) | 85.83% (±10.13%) | 83.29% (±14.33%) | 83.52% (±11.53%) |
JMI+DWFS | 85.38% (±15.35%) | 86.9% (±10.1%) | 85.83% (±10.13%) | 83.29% (±14.33%) | 83.52% (±11.53%) |
MRMR | 86.52% (±15.08%) | 91.09% (±7.17%) | 88.35% (±7.57%) | 89.49% (±6.49%) | 87.25% (±7.96%) |
JMI | 88.74% (±11.91%) | 91.09% (±7.17%) | 89.61% (±5.77%) | 89.85% (±6.28%) | 88.72% (±5.4%) |
WEKA | 85.95% (±14.19%) | 86.23% (±11.87%) | 85.6% (±8.34%) | 84.32% (±12.07%) | 84.1% (±8.29%) |
FST3 | 66.38% (±27.27%) | 77.84% (±7.34%) | 70.92% (±17.28%) | 73.75% (±8.62%) | 68.13% (±17.74%) |
ALL Features | 87.89% (±13.21%) | 96.18% (±5.24%) | 91.67% (±7.08%) | 96.18% (±5.24%) | 91.31% (±7.53%) |
Correlation-baseline | 83.27% (±14.75%) | 87.75% (±5.72%) | 85.19% (±8.54%) | 87.64% (±3.32%) | 84.77% (±7.74%) |