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Table 3 The AUROC, AUPR scores of sequentially strip out a network from the original heterogeneous network as new input data of DTI-CNN on drug-target interactions prediction task

From: A learning-based method for drug-target interaction prediction based on feature representation learning and deep neural network

Without drug-drug 0.9299 0.9370
Without drug-disease 0.9343 0.9416
Without drug side-effect 0.9344 0.9444
Without drug similarities 0.9345 0.9425
Without protein-protein 0.9418 0.9499
Without protein-disease 0.9364 0.9452
Without protein similarities 0.9327 0.9411