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

Table 5

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

Test set	Acc. (%)	Pre. (%)	Recall (%)	F1-score (%)
1	78.87	79.79	77.32	78.53
2	77.83	78.12	77.32	77.72
3	80.93	81.91	79.38	80.63
4	78.50	78.06	79.27	78.66
5	81.87	81.22	82.90	82.05
6	80.31	80.00	80.83	80.41
7	79.02	79.17	78.76	78.96
8	80.57	78.37	84.46	81.30
9	79.02	79.17	78.76	78.96
10	76.17	77.01	74.61	75.79
Average	79.31±1.58	79.28±1.42	79.36±2.69	79.30±1.75