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. 2022 Mar 7;23(Suppl 1):88. doi: 10.1186/s12859-022-04612-2

Table 3.

Results of CNN-DDI and other state-of-art models

Algorithm ACC AUPR AUC F1 Precision Recall
CNN-DDI 0.8871 0.9251 0.9980 0.7496 0.8556 0.7220
GBDT 0.8327 0.8828 0.9970 0.6730 0.7817 0.6133
RF 0.7837 0.8446 0.9959 0.5167 0.6973 0.4444
KNN 0.7581 0.8166 0.9881 0.6250 0.7562 0.5596
LR 0.7558 0.8087 0.9950 0.3894 0.5617 0.3331