Table 4 Comparison between DRMDA and DeepMDA on the full miRNA-disease datasets in five-fold cross validation.

From: A deep ensemble model to predict miRNA-disease association

Method

AUC

AUPR

Single SAE + SVM(DRMDA)

0.8812 ± 0.006

0.4614 ± 0.004

Single SAE + DNN

0.9394 ± 0.002

0.5003 ± 0.010

DeepMDA

0.9486* ± 0.002

0.5917* ± 0.014

  1. The AUC and AUPR scores are listed above. Generally, DeepMDA performed better than the other two models.
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