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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