Table 2 The LOOCV prediction performances of various parameter values of α ranging from 0 to 1.0 with the increment of 0.1, the best result is in the bold face
From: IILLS: predicting virus-receptor interactions based on similarity and semi-supervised learning
α | 0 | 0.1 | 0.2 | 0.3 | 0.4 |
|---|---|---|---|---|---|
AUC | 0.9061 | 0.8975 | 0.8935 | 0.8905 | 0.8885 |
0.5 | 0.6 | 0.7 | 0.8 | 0.9 | 1.0 |
0.8865 | 0.8846 | 0.8828 | 0.8806 | 0.8779 | 0.8724 |