Research Article
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 |
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