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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