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Table 8 The results of NNPS method with different size of Training set (Tr set), Validation and Test sets (VT sets) of dataset

From: A neural network-based method for polypharmacy side effects prediction

Method Tr set (%) VT sets (%) thr TP FP TN FN AUROC AUPRC Precision Recall F-score ACC MCC
NNPS 60 20 0.508 416,152 56,575 375,325 16,221 0.961 0.948 0.885 0.961 0.921 0.918 0.839
NNPS 70 15 0.522 313,947 39,974 283,681 10,456 0.964 0.951 0.892 0.967 0.928 0.925 0.854