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

Table 3

Experimental results of the 10-fold cross validation yielded by GIPAE on Cdataset.

Test set	Acc. (%)	Pre. (%)	Recall (%)	F1-score (%)
1	88.19	89.11	87.01	88.05
2	92.91	92.25	93.70	92.97
3	88.93	86.89	91.70	89.23
4	90.91	89.35	92.89	91.09
5	90.12	90.44	89.72	90.08
6	90.12	88.89	91.70	90.27
7	92.49	90.87	94.47	92.64
8	90.91	89.66	92.49	91.05
9	88.54	88.84	88.14	88.49
10	92.09	91.44	92.89	92.16
Average	90.52±1.57	89.77±1.45	91.47±2.31	90.60±1.61