Table 6 Error rates (top1, top>3) for the remote homology detection problem.
From: Building multiclass classifiers for remote homology detection and fold recognition
| Â | Â | sf95 | sf40 | ||
|---|---|---|---|---|---|
| Â | Â | top1 | top3 | top1 | top3 |
Two-Level Approaches Without Hierarchy Information | |||||
| Â | Scaling | 7.5 | 2.6 | 10.1 | 3.8 |
SVM-Struct | Scale & Shift | 9.0 | 2.0 | 10.1 | 3.4 |
| Â | Crammer Singer | 8.1 | 1.7 | 9.2 | 2.5 |
Two-Level Approaches With Fold-level Nodes | |||||
| Â | Scaling | 4.6 | 0.9 | 6.3 | 1.7 |
SVM-Struct | Scale & Shift | 4.0 | 0.9 | 5.0 | 1.7 |
| Â | Crammer Singer | 6.6 | 2.6 | 5.0 | 1.7 |
Two-Level Approaches With Fold-level and Class-Level Nodes | |||||
| Â | Scaling | 5.2 | 1.7 | 5.5 | 1.7 |
SVM-Struct | Scale & Shift | 5.8 | 2.3 | 4.2 | 2.1 |
| Â | Crammer Singer | 6.6 | 2.0 | 5.0 | 1.7 |