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Table 4 Recall and precision returned by MMM and SMM on predicting the target proteins for single-label test compounds annotated against single proteins in the 7TM1, Kinase and Protease protein families

From: A multi-label approach to target prediction taking ligand promiscuity into account

Compounds Single label compounds
Protein Family 7TM1 Kinase Protease
Models SMM MMM SMM MMM SMM MMM
Recall 0.8176 0.8008 0.6726 0.7797 0.8376 0.8474
Precision 0.8783 0.7002 0.6741 0.5080 0.8666 0.6325