Table 2 The 10CV prediction performance of various parameter values of σ ranging from 0.1 to 1.0 with 0.1 increments, the best result is in bold face
From: DWNN-RLS: regularized least squares method for predicting circRNA-disease associations
σ | 0.1 | 0.2 | 0.3 | 0.4 | 0.5 |
|---|---|---|---|---|---|
AUC | 0.9200 ±0.0024 | 0.9205 ±0.0022 | 0.9182 ±0.0023 | 0.9154 ±0.0018 | 0.9136 ±0.0021 |
σ | 0.6 | 0.7 | 0.8 | 0.9 | 1.0 |
AUC | 0.9110 ±0.0025 | 0.9078 ±0.0033 | 0.9042 ±0.0020 | 0.9041 ±0.0020 | 0.9010 ±0.0025 |