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Table 7 Performance comparison of DeepCNF and PSIPRED in the BetaSheet916 and BetaSheet1452 sets

From: Identification of residue pairing in interacting β-strands from a predicted residue contact map

Test Set Method Secondary structure category Precision Recall F1-score
BetaSheet916 PSIPRED H 90.3% 85.9% 88.1%
E 86.8% 78.9% 82.6%
C 79.3% 86.8% 82.9%
DeepCNF H 92.6% 78.8% 85.2%
E 86.4% 76.9% 81.4%
C 75.1% 88.9% 81.4%
BetaSheet1452 PSIPRED H 90.4% 87.2% 88.8%
E 87.3% 79.1% 83.0%
C 79.2% 86.3% 82.6%
DeepCNF H 92.6% 80.4% 86.0%
E 87.4% 76.5% 81.6%
C 74.5% 88.9% 81.0%