Table 4 Comparison with other methods
From: Ab initio and homology based prediction of protein domains by recursive neural networks
Method | Dataset: number(domain definition) | Recall boundary | Precision boundary | Recall single | Precision single |
|---|---|---|---|---|---|
This study | 967(SCOP) | 50.8% | 38.7% | 80.3% | 78.1% |
Random | 967(SCOP) | 17.6% | 24.5% | - | - |
ChopNet | 2127(SCOP) + 1300(CATH) | 46 - 51% | - | 73% | - |
DOMAC | 156 Holland [48] | 27% | 14% | 88.5 | 46.5 |
DGS | 1236(CDD) [49] | 50% | - | - | - |
SnapDragon | 414(Taylor) [13] | 42.3% | 39.8% | 47% | - |
Armadillo | 585(CATH + V AST + SCOP) | 37% | 36% | - | - |