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

Table 2

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

Test set	Acc. (%)	Pre. (%)	Recall (%)	F1-score (%)
1	87.11	86.00	88.66	87.31
2	87.89	86.57	89.69	88.10
3	85.57	83.82	88.14	85.93
4	91.19	91.19	91.19	91.19
5	87.05	85.22	89.64	87.37
6	88.60	86.34	91.71	88.94
7	86.01	84.92	87.56	86.22
8	84.97	82.61	88.60	85.50
9	85.49	84.77	86.53	85.64
10	89.12	89.12	89.12	89.12
Average	87.30±1.84	86.06±2.38	89.08±1.49	87.53±1.74