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Table 9 Performance comparison of the individual predictors and ECPred for the main EC class (level 1) prediction

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

Method

F1-score

Recall

Precision

SPMap

0.23

0.17

0.36

BLAST-kNN

0.47

0.43

0.52

Pepstats-SVM

0.26

0.20

0.35

ECPred

0.48

0.43

0.54

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BMC Bioinformatics

ISSN: 1471-2105

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