Run | Precision | Recall | F-Score | MCC | AUC iP/R | Total Docs Evaluated |
|---|
All | 2.38% | 94.80% | 0.0465 | 0.0937 | 0.2032 | 2002 |
Top 40 | 4.54% | 85.16% | 0.0864 | 0.1598 | 0.2063 | 2002 |
RScore ≥6 | 26.30% | 58.72% | 0.3633 | 0.3806 | 0.1997 | 1947 |
RScore ≥7 | 29.14% | 50.25% | 0.3689 | 0.3711 | 0.1816 | 1871 |
- The table shows the results of running our (corrected) program on the BC 3 training set. The measurements shown are of precision, recall, F-score, Matthews Correlation Coefficient (MCC), Area under the Curve, and the total number of articles being evaluated by our program.
- The rows reflect four different runs: The first based on pattern-matching of methods to the text alone (All); the second scoring the sentence-method associations and reporting the top 40 scoring methods; the third reporting the top scoring methods whose raw score was at least 6, while the last reporting the top scoring methods whose top score was at least 7.
