Prediction of Drug Indications Based on Chemical Interactions and Chemical Similarities

Table 7

The first 20 prediction accuracies obtained by the integrated method 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	51.05	50.54	51.37	52.38	52.07	51.48	0.75
2	18.25	19.14	17.42	18.05	18.44	18.26	0.62
3	8.01	6.68	8.58	6.68	6.42	7.27	0.96
4	5.79	5.91	4.45	5.53	5.98	5.53	0.63
5	3.75	4.13	4.70	4.20	4.51	4.26	0.37
6	2.42	2.86	3.05	3.18	2.42	2.78	0.36
7	2.42	2.80	2.42	2.67	2.61	2.58	0.17
8	1.78	1.59	2.10	1.34	2.29	1.82	0.38
9	2.54	1.84	1.84	1.78	1.40	1.88	0.41
10	1.46	2.10	1.46	1.34	1.14	1.50	0.36
11	1.59	1.34	1.21	1.21	1.59	1.39	0.19
12	1.53	1.72	1.65	1.84	1.40	1.63	0.17
13	1.78	1.46	1.72	1.59	1.21	1.55	0.23
14	1.46	1.21	1.53	0.95	1.34	1.30	0.23
15	0.51	1.14	1.02	1.14	1.08	0.98	0.27
16	0.83	0.95	0.57	0.64	0.83	0.76	0.16
17	1.02	0.83	0.95	1.14	0.76	0.94	0.15
18	0.89	0.95	0.70	1.08	0.64	0.85	0.18
19	1.34	0.76	1.34	1.14	0.83	1.08	0.27
20	1.02	1.08	1.02	0.83	1.21	1.03	0.14