Figure 6

The prediction performance of the final DeepLPI model Davis dataset. (a) The ROC curve and the determined optimal threshold. (b) Confusion matrix based on the optimal threshold on the combined "unseen" testing sets. (c–e) Confusion matrix and performance metrics on the three unseen drug/protein testsets: (c) Molecule unseen, (d) Protein unseen and (e) None seen.