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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