Table 7 Post-processing Performance (Functional Gene Selection I).
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 | 91.8 | 91.8 | 91.8 | 90.8 | 91.8 | 04/49 |
C4.5 | 86.8 | 85.7 | 85.9 | 86.3 | 85.7 | 07/49 |
Logistic | 84.3 | 83.7 | 83.9 | 91.5 | 83.7 | 08/49 |
MLP | 82.8 | 81.6 | 81.9 | 86.8 | 81.6 | 09/49 |
NB | 87.8 | 87.8 | 87.8 | 89.9 | 87.8 | 06/49 |
RF | 86.8 | 85.7 | 85.9 | 90.1 | 85.7 | 07/49 |
SMO-puk | 89.7 | 89.8 | 89.7 | 88.1 | 89.8 | 05/49 |
TAN | 91.9 | 91.8 | 91.7 | 90.1 | 91.8 | 04/49 |