Fig. 4: Impact of each component in the KGE_NFM framework on predictive performance in the scenario of the warm start in the unbalanced situation. | Nature Communications

Fig. 4: Impact of each component in the KGE_NFM framework on predictive performance in the scenario of the warm start in the unbalanced situation.

From: A unified drug–target interaction prediction framework based on knowledge graph and recommendation system

Fig. 4

a and b represent the ROC and PR curves on the Yamanishi_08’s dataset, respectively. b and d represent the ROC and PR curves on the BioKG dataset, respectively. Specifically, KGE_NFM_nodes means that the KGE_NFM framework does not incorporate the information of traditional characterization.

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