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. 2016 Oct 24;2016:3483528. doi: 10.1155/2016/3483528

Table 14.

Experimental results of three NN models.

Dataset MLP DBN SAE
MedLine Prec Rec F-score Prec Rec F-score Prec Rec F-score

(1) 0.6515 0.6220 0.6364 0.5464 0.6866 0.6085 0.6728 0.6214 0.6461
(2) 0.5972 0.7454 0.6631 0.6119 0.7377 0.6689 0.6504 0.7261 0.6862
(3) 0.6193 0.6927 0.6540 0.6139 0.6575 0.6350 0.6738 0.6518 0.6626

Average 0.6227 0.6867 0.6512 0.5907 0.6939 0.6375 0.6657 0.6665 0.6650

DrugBank Prec Rec F-score Prec Rec F-score Prec Rec F-score

(1) 0.6973 0.6107 0.6512 0.6952 0.5847 0.6352 0.6081 0.6036 0.6059
(2) 0.6961 0.6736 0.6847 0.6937 0.6479 0.6700 0.6836 0.6768 0.6802
(3) 0.6976 0.6193 0.6561 0.6968 0.5929 0.6406 0.6033 0.6050 0.6042

Average 0.6970 0.6345 0.664 0.6952 0.6085 0.6486 0.6317 0.6285 0.6301