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Classifier validation results
| Classifier validation | Precision | F1 | F10 | Recall |
|---|---|---|---|---|
| Baseline |
50 |
67 |
98 |
99 |
| Boosted |
59 |
74 |
98 |
99 |
| Boosted + FP filtering | 61 | 75 | 98 | 98 |
Validation was performed by replacing the i2b2 surrogate names with real names from Medicare and the US patent office. This was done to ensure that the model is not limited to the i2b2 surrogates. The results are similar to the original results.
