Posterior estimation on Air Traffic 15 European countries (test)
0.002Mean Bias (α)NPE+SC
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NPE+SCM (Number of countries used for self-consistency loss during training)=15, Use of self-consistency loss=true2025.01 | 0.002 | 0.001 | 0.002 | 0.003 | 0.002 | 0.002 | 0.001 | 0.005 | 0.005 | 0.004 | 0.006 | 0.009 | 0.014 | 0.013 | 0.011 | |
| NPE+SCM (Number of countries used for self-consistency loss during training)=4, Use of self-consistency loss=true2025.01 | 0.003 | 0.012 | 0.048 | 0.046 | 0.207 | 0.02 | 0.011 | 0.022 | 0.018 | 0.058 | 0.033 | 0.07 | 0.112 | 0.102 | 0.282 | |
| NPE+SCM (Number of countries used for self-consistency loss during training)=8, Use of self-consistency loss=true2025.01 | 0.014 | 0.031 | 0.006 | 0.042 | 0.148 | 0.02 | 0.004 | 0.035 | 0.031 | 0.011 | 0.035 | 0.054 | 0.068 | 0.064 | 0.17 | |
| NPEUse of self-consistency loss=false2025.01 | 0.079 | 0.153 | 0.087 | 0.053 | 0.215 | 0.033 | 0.055 | 0.058 | 0.038 | 0.049 | 0.086 | 0.161 | 0.154 | 0.119 | 0.304 |