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

Table 6

Results yielded by SVM on Cdataset using 10-fold cross validation.

Test set	Acc. (%)	Pre. (%)	Recall (%)	F1-score (%)
1	82.68	82.42	83.07	82.75
2	86.61	86.05	87.40	86.72
3	83.99	82.82	85.77	84.27
4	83.79	84.34	83.00	83.67
5	81.62	81.75	81.42	81.58
6	82.41	83.06	81.42	82.24
7	85.77	86.06	85.38	85.71
8	84.58	84.58	84.58	84.58
9	84.98	86.42	83.00	84.68
10	81.82	81.82	81.82	81.82
Average	83.83±1.60	83.93±1.71	83.69±1.92	83.80±1.62