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Changing components in our model.
| Components(Data used) | 4 | 3 | 2 | 1 | 0 | ||
|---|---|---|---|---|---|---|---|
| Instrumental Variable (O) | Back-door Adjustment (Z) | Back-door Adjustment (B) | AUC | AUC | AUC | AUC | AUC |
| ✓ ✓ ✓ ✓ |
✓ ✓ ✓ |
✓ ✓ ✓ |
0.897 0.910 0.902 0.892 0.919 |
0.899 0.911 0.906 0.891 0.923 |
0.901 0.916 0.910 0.897 0.924 |
0.909 0.913 0.911 0.902 0.926 |
0.910 0.915 0.913 0.905 0.926 |
Bold values means all components gives the best performance.
