Table 5 Classification performance of naïve Bayes algorithm on genes from van't Veer breast cancer dataset as training and independent test set of 234 samples for testing.
Boulle | Wrapper | Corr1 | Corr10 | Amsterdam Signature | |
|---|---|---|---|---|---|
Average # of genes | 6 | 8 | 10 | 11 | 70 |
ACC (%) | 66.24 | 60.68 | 61.54 | 63.25 | 61.54 |
SENS (%) | 69.57 | 65.22 | 73.91 | 81.16 | 86.96 |
SPEC (%) | 64.85 | 58.79 | 56.36 | 55.76 | 50.91 |
PPV (%) | 45.28 | 39.82 | 41.46 | 43.41 | 42.55 |
NPV (%) | 83.59 | 80.17 | 83.78 | 87.62 | 90.32 |
AUC | 0.6721 | 0.6200 | 0.6514 | 0.6846 | 0.6893 |