Prediction of Drug Indications Based on Chemical Interactions and Chemical Similarities

Table 4

The first 20 prediction accuracies obtained by the method based on chemical interactions on evaluated by 5-fold cross-validation for 5 times.

Order	First time (%)	Second time (%)	Third time (%)	Fourth time (%)	Fifth time (%)	Mean (%)	Standard deviation (%)
1	56.37	55.95	57.31	57.47	57.92	57.00	0.82
2	21.98	24.01	22.03	22.17	22.35	22.51	0.85
3	8.91	7.25	8.90	6.90	6.84	7.76	1.06
4	5.98	5.32	4.22	5.77	5.25	5.31	0.68
5	3.16	4.19	4.11	4.41	4.56	4.09	0.55
6	2.59	2.49	2.40	2.04	1.94	2.29	0.29
7	1.47	2.38	2.51	2.49	2.51	2.27	0.45
8	1.69	1.47	1.26	1.36	1.60	1.47	0.18
9	2.37	1.13	1.48	1.36	1.25	1.52	0.49
10	0.68	1.02	1.48	1.02	0.91	1.02	0.29
11	1.24	1.25	0.80	1.24	0.91	1.09	0.22
12	1.01	1.02	1.37	1.13	1.37	1.18	0.18
13	1.35	1.25	1.03	1.24	1.14	1.20	0.12
14	0.90	0.45	0.57	0.68	0.57	0.63	0.17
15	0.56	0.57	0.91	0.79	0.68	0.70	0.15
16	0.68	0.79	0.46	0.23	0.57	0.54	0.22
17	1.13	0.79	0.68	1.24	0.46	0.86	0.32
18	0.90	0.79	0.23	1.13	0.57	0.72	0.34
19	1.13	0.57	0.91	1.02	0.68	0.86	0.23
20	0.56	1.36	1.26	0.68	1.14	1.00	0.36