Predicting Drug-Disease Associations via Using Gaussian Interaction Profile and Kernel-Based Autoencoder

Table 4

AUC results yielded by different methods using 10-fold cross validation.

	Fdataset	Cdataset
DrugNet [2]	0.778	0.804
HGBI [20]	0.829	0.858
KBMF [21]	0.915	0.928
MBiRW [12]	0.917	0.933
DRRS [22]	0.930	0.947
GIPAE (the proposed method)	0.933	0.960