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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

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BMC Bioinformatics

ISSN: 1471-2105

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