Table 4 Validation Performance Report.
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 | 85.6 | 85.7 | 85.6 | 92.6 | 85.7 | 07/49 |
C4.5 | 94.4 | 93.9 | 93.7 | 91.2 | 93.9 | 03/49 |
Logistic | 81.9 | 81.6 | 80.7 | 86.6 | 81.6 | 09/49 |
MLP | 77.2 | 77.6 | 76.4 | 88.1 | 77.6 | 11/49 |
NB | 87.7 | 87.8 | 87.6 | 93.0 | 87.8 | 06/49 |
RF | 93.9 | 93.9 | 93.8 | 89.6 | 93.9 | 03/49 |
SMO-puk | 90.1 | 89.8 | 89.5 | 86.7 | 89.8 | 05/49 |
TAN | 91.9 | 91.8 | 91.7 | 92.8 | 91.8 | 04/49 |