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. 2022 Aug 17;18(9):853–864. doi: 10.1039/d1mo00521a

Comparison of TripleWalk with existing kinase–substrate interaction prediction models.

Model AU-ROC Precision Recall
TripleWalk 0.76 0.62 0.88
LinkPhinder 0.75 0.60 0.76
NetPhospK 0.52 0.61 0.17
Scansite 0.53 0.60 0.17
NetworKIN 0.55 0.59 0.36