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Five-fold Cross Validation Results for Medication Detection (macro-averaged percentages)
| System | R | P | F |
|---|---|---|---|
| eHOST | 83.7 ±1.1 | 87.2 ±1.1 | 84.8 ±1.1 |
| DL1 | 94.8 ±0.7 | 96.7 ±0.6 | 95.3 ±0.6 |
| DL1+fuzzy searching | 96.6 ±0.5 | 97.0 ±0.5 | 96.5 ±0.5 |
| DL2 | 99.2 ±0.3 | 98.6 ±0.3 | 98.7 ±0.3 |
| SVM | 97.9 ±0.4 | 97.4 ±0.4 | 97.5 ±0.4 |
| SVM+DL2 | 99.3 ±0.2 | 98.8 ±0.3 | 98.9 ±0.2 |
R=Recall, P=Precision, F=F1-measure. Percentages reported with 95% confidence intervals
