Table 2 The feature importance in the first-stage models
From: Identification of residue pairing in interacting β-strands from a predicted residue contact map
Window size | 1st stage | -Ridge | -CCMpred | -Ridge -CCMpred | -DeepCNF | -Map Features | -Position Features |
|---|---|---|---|---|---|---|---|
3 × 3 | 44.40% | 36.33% | 34.64% | 14.33% | 37.84% | 42.75% | 43.92% |
5 × 5 | 45.44% | 39.18% | 36.81% | 17.30% | 38.93% | 44.27% | 44.66% |
7 × 7 | 44.80% | 40.04% | 37.35% | 19.42% | 37.99% | 44.24% | 44.54% |
9 × 9 | 44.30% | 40.02% | 37.22% | 21.01% | 37.09% | 43.31% | 43.60% |