From: Sentence retrieval for abstracts of randomized controlled trials
 | All Abstracts | Structured Subset | Unstructured Subset | ||||||
---|---|---|---|---|---|---|---|---|---|
 | P | R | F | P | R | F | P | R | F |
System 1 | Accuracy = 90.59% | Accuracy = 90.82% | Accuracy = 90.08% | ||||||
Aim | 0.96 | 0.97 | 0.97 | 0.97 | 0.98 | 0.97 | 0.95 | 0.96 | 0.95 |
Method | 0.86 | 0.91 | 0.88 | 0.87 | 0.92 | 0.89 | 0.83 | 0.89 | 0.86 |
Participants | 0.68 | 0.37 | 0.48 | 0.67 | 0.36 | 0.47 | 0.71 | 0.40 | 0.52 |
Results | 0.91 | 0.94 | 0.92 | 0.90 | 0.95 | 0.93 | 0.93 | 0.92 | 0.92 |
Conclusion | 0.96 | 0.93 | 0.95 | 0.98 | 0.93 | 0.95 | 0.93 | 0.94 | 0.94 |
System 2 | Accuracy = 94.64% | Accuracy = 94.98% | Accuracy = 93.68% | ||||||
Aim | 0.98 | 0.98 | 0.98 | 0.99 | 0.99 | 0.99 | 0.97 | 0.97 | 0.97 |
Method | 0.90 | 0.96 | 0.93 | 0.91 | 0.97 | 0.94 | 0.88 | 0.93 | 0.90 |
Participants | 0.76 | 0.40 | 0.52 | 0.76 | 0.37 | 0.50 | 0.77 | 0.46 | 0.58 |
Results | 0.96 | 0.98 | 0.97 | 0.96 | 0.99 | 0.98 | 0.96 | 0.96 | 0.96 |
Conclusion | 0.99 | 0.99 | 0.99 | 1.00 | 1.00 | 1.00 | 0.97 | 0.97 | 0.97 |
System 3 | Accuracy = 94.91% | Accuracy = 94.98% | Accuracy = 94.75% | ||||||
Aim | 0.98 | 0.98 | 0.98 | 0.99 | 0.99 | 0.99 | 0.97 | 0.97 | 0.97 |
Method | 0.90 | 0.96 | 0.93 | 0.90 | 0.97 | 0.93 | 0.88 | 0.94 | 0.91 |
Participants | 0.77 | 0.38 | 0.51 | 0.76 | 0.37 | 0.49 | 0.80 | 0.43 | 0.56 |
Results | 0.97 | 0.97 | 0.98 | 0.96 | 0.99 | 0.98 | 0.97 | 0.98 | 0.98 |
Conclusion | 0.99 | 0.99 | 0.99 | 1.00 | 1.00 | 1.00 | 0.99 | 0.98 | 0.98 |
System 4 | Accuracy = 94.25% | Accuracy = 94.98% | Accuracy = 94.75% | ||||||
Aim | 0.99 | 0.99 | 0.99 | 1.00 | 1.00 | 1.00 | 0.97 | 0.96 | 0.97 |
Method | 0.92 | 0.94 | 0.93 | 0.93 | 0.94 | 0.94 | 0.89 | 0.92 | 0.90 |
Participants | 0.56 | 0.38 | 0.45 | 0.54 | 0.34 | 0.42 | 0.59 | 0.51 | 0.55 |
Results | 0.96 | 0.98 | 0.97 | 0.95 | 1.00 | 0.97 | 0.97 | 0.95 | 0.96 |
Conclusion | 0.99 | 0.99 | 0.99 | 1.00 | 1.00 | 1.00 | 0.95 | 0.98 | 0.97 |