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Table 5 Temporal hold-out test EC main class (Level 1) 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 0.12 0.10 0.15
EzyPred 0.15 0.13 0.16
EFICAz 0.42 0.30 0.69
DEEPre 0.50 0.40 0.67
ECPred-wne 0.40 0.48 0.34
ECPred 0.48 0.43 0.54