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 |