Run | Precision | Recall | F-Score | MCC | AUC iP/R | Total Docs Evaluated |
---|
All | 2.50% | 93.17% | 0.0487 | 0.0908 | 0.1852 | 222 |
Top 40 | 4.83% | 82.92% | 0.0913 | 0.1604 | 0.1583 | 222 |
RScore ≥6 | 26.61% | 50.58% | 0.3488 | 0.3535 | 0.1522 | 214 |
RScore ≥7 | 28.44% | 48.62% | 0.3589 | 0.3591 | 0.1524 | 210 |
- The table shows the results of running our (corrected) program, on the BC 3 test 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.