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Table 4 Temporal hold-out test enzyme – non-enzyme (Level 0) prediction performance comparison

From: ECPred: a tool for the prediction of the enzymatic functions of protein sequences based on the EC nomenclature

Method F1-score Recall Precision
ProtFun 0.79 0.87 0.72
EzyPred 0.15 0.13 0.16
EFICAz 0.42 0.30 0.69
DEEPre 0.53 0.43 0.68
ECPred-wne 0.65 0.93 0.50
ECPred 0.83 0.97 0.73