Table 1 Comparison of PSI-BLAST and RankProp variants. The table lists ROC1, ROC10 and ROC50 scores, averaged across 2899 SCOP domains in the test set, for PSI-BLAST and five variants of the RankProp algorithm.
From: Protein Ranking by Semi-Supervised Network Propagation
| Â | ROC1 | ROC10 | ROC50 |
|---|---|---|---|
PSI-BLAST | 0.5973 | 0.6167 | 0.6406 |
RankProp σ = 10 | 0.5964 | 0.6658 | 0.7169 |
RankProp σ = 100 | 0.5924 | 0.6671 | 0.7249 |
RankProp σ = 1000 | 0.6040 | 0.6661 | 0.6999 |
Probabilistic RankProp | 0.6145 | 0.6660 | 0.7195 |
Adaptive RankProp | 0.6510 | 0.7000 | 0.7420 |