Prediction of Drug Indications Based on Chemical Interactions and Chemical Similarities

Table 6

The first 20 prediction accuracies obtained by the method based on chemical similarities 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	44.17	43.62	43.90	45.86	44.68	44.45	0.88
2	13.41	12.90	11.62	12.77	13.51	12.84	0.75
3	6.85	5.94	8.18	6.39	5.89	6.65	0.94
4	5.54	6.67	4.73	5.22	6.90	5.81	0.93
5	4.52	4.06	5.45	3.92	4.45	4.48	0.60
6	2.19	3.33	3.87	4.64	3.02	3.41	0.92
7	3.64	3.33	2.30	2.90	2.73	2.98	0.53
8	1.90	1.74	3.16	1.31	3.16	2.25	0.86
9	2.77	2.75	2.30	2.32	1.58	2.34	0.48
10	2.48	3.48	1.43	1.74	1.44	2.11	0.87
11	2.04	1.45	1.72	1.16	2.44	1.76	0.50
12	2.19	2.61	2.01	2.76	1.44	2.20	0.52
13	2.33	1.74	2.58	2.03	1.29	2.00	0.50
14	2.19	2.17	2.73	1.31	2.30	2.14	0.52
15	0.44	1.88	1.15	1.60	1.58	1.33	0.56
16	1.02	1.16	0.72	1.16	1.15	1.04	0.19
17	0.87	0.87	1.29	1.02	1.15	1.04	0.18
18	0.87	1.16	1.29	1.02	0.72	1.01	0.23
19	1.60	1.01	1.87	1.31	1.01	1.36	0.37
20	1.60	0.72	0.72	1.02	1.29	1.07	0.38