From: A context-blocks model for identifying clinical relationships in patient records
Results of relationship identification | Annotated concepts | Predicted concepts | ||
---|---|---|---|---|
Before feature selection | After feature selection | Before feature selection | After feature selection | |
Improves | 0.735 | 0.727 | 0.558 | 0.728 |
Worsens | 0.598 | 0.600 | 0.398 | 0.541 |
Causes | 0.655 | 0.664 | 0.401 | 0.632 |
Given | 0.735 | 0.738 | 0.536 | 0.735 |
Not Given | 0.628 | 0.427 | 0.494 | 0.458 |
Reveals | 0.814 | 0.823 | 0.625 | 0.821 |
Conducted | 0.593 | 0.583 | 0.404 | 0.531 |
Relates | 0.591 | 0.588 | 0.390 | 0.588 |
Overall weighted average | 0.712 | 0.711 | 0.516 | 0.704 |