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. 2015 Feb 26;10(2):e0117988. doi: 10.1371/journal.pone.0117988

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%)