Fig. 7: Workflow of PMM. | Nature Communications

Fig. 7: Workflow of PMM.

From: PinMyMetal: a hybrid learning system to accurately model transition metal binding sites in macromolecules

Fig. 7

a Obtain CMM-validated experimental metal sites. b Predict metal binding sites. The three orange background boxes represent the three key steps of the algorithm: Step 1: Candidate metal sites obtained through geometric constraints; Step 2: Validate LCS and HCS using different validation methods; Step 3: Apply ensemble model to predict metal type for high-certainty sites.

Back to article page