Table 4 Average AUC values received based on 10-fold cross-validations by parameter tuning
From: In silico drug repositioning based on integrated drug targets and canonical correlation analysis
|  | k = 60 | 80 | 100 | 200 | 300 | 400 | 500 |
|---|---|---|---|---|---|---|---|
c1 = c2 = 0.1 | 0.8146 | 0.8244 | 0.8293 | 0.8463 | 0.8542 | 0.8576 | 0.8575 |
0.3 | 0.8124 | 0.8124 | 0.8107 | 0.8027 | 0.8012 | 0.8014 | 0.8003 |
0.5 | 0.8146 | 0.8099 | 0.8026 | 0.7753 | 0.7717 | 0.7686 | 0.7649 |
0.7 | 0.8160 | 0.8107 | 0.8043 | 0.7752 | 0.7702 | 0.7659 | 0.7645 |
0.9 | 0.8160 | 0.8106 | 0.8042 | 0.7751 | 0.7702 | 0.7659 | 0.7645 |