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Table 8 Performance comparison of the individual predictors and ECPred for enzyme – non-enzyme (level 0) 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

0.82

0.90

0.75

BLAST-kNN

0.75

0.83

0.68

Pepstats-SVM

0.83

0.97

0.73

ECPred

0.83

0.97

0.73