44 | | [[Image(unnamed.png, 20%)]] |
| 44 | Calculated a hypothetical decision boundary |
| 45 | If our hypothetical recall ~= actual recall => hypothetical decision boundary might actually represent the model's decision boundary |
| 46 | Class 0 hypothetical recall (between curves / total actual class 0): 0.6070519810977826 |
| 47 | |
| 48 | Actual Class 0 Recall (tested among 500 samples): ~0.896 |
| 49 | |
| 50 | -> Underestimated complexity of the decision boundary => more work required to address dataset's decision boundary [[Image(unnamed.png, 20%)]] |