Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Results over different parameter settings, averaged for all different sets of concepts (Bag of words, UMLS concepts, DSM, DSM+1, DSM+2, Snomed, Snomed+1). These results indicate the general trend seen when adding a certain parameter to the model
| Development phase (10-fold CV) | Testing phase | |||
|---|---|---|---|---|
| System | MAE | F-measure | MAE | F-measure |
| No context | 72.33% | 43.34% | 75.03% | 52.73% |
| Context added | 75.79% | 52.26% | 77.90% | 58.77% |
| Context, bootstrapping, outlier detection added | 74.94% | 50.73% | 77.85% | 58.51% |
