Table 8 Post-processing Performance (Functional Gene Selection II).
From: Classification of dendritic cell phenotypes from gene expression data
| Â | Precision | Recall | F-measure | ROC | Accuracy | Errors |
|---|---|---|---|---|---|---|
ZeroR | 42.6 | 65.3 | 51.6 | 50.0 | 65.3 | 17/49 |
IB-3 | 91.9 | 91.8 | 91.7 | 93.5 | 91.8 | 04/49 |
C4.5 | 85.6 | 85.7 | 85.6 | 83.5 | 85.7 | 07/49 |
Logistic | 89.7 | 89.8 | 89.7 | 91.5 | 89.8 | 05/49 |
MLP | 88.3 | 87.8 | 87.9 | 92.5 | 87.8 | 06/49 |
NB | 91.8 | 91.8 | 91.8 | 93.2 | 91.8 | 04/49 |
RF | 85.6 | 85.7 | 85.6 | 84.7 | 85.7 | 07/49 |
SMO-puk | 96.2 | 95.9 | 95.9 | 94.1 | 95.9 | 02/49 |
TAN | 90.0 | 89.8 | 89.9 | 89.3 | 89.8 | 05/49 |