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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%
  1. The table lists F1-scores of the re-conducted cross-validation without the corresponding features. Winner in each category is highlighted in bold