From: Extraction of a group-pair relation: problem-solving relation from web-board documents
Disease categoriesand car-problem category (500 EDUs per category) | # of different problem word-CO | # of different solving word-CO | Correctness of problem word-CO Identification | Correctness of solving word-CO Identification | % Correctness of determining boundary of each EDU group; i.e. Dsym, AT/RT | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Precision | Recall | Precision | Recall | Problem-Concept-EDU boundary | Solving-Concept-EDU boundary | |||||||
ME | LR | SVM | ME | LR | SVM | |||||||
Childhood-disease | 74 | 39 | 0.893 | 0.762 | 0.882 | 0.857 | 80.8 | 82.1 | 81.5 | 91.7 | 90.4 | 89.7 |
Abdominal disease | 73 | 41 | 0.875 | 0.700 | 0.913 | 0.848 | 80.0 | 81.8 | 80.9 | 87.8 | 87.5 | 87.1 |
Heart/brain disease | 50 | 38 | 0.901 | 0.846 | 0.894 | 0.850 | 81.6 | 85.5 | 85.0 | 89.4 | 89.0 | 88.6 |
GeneralCar-problem | 37 | 68 | 0.881 | 0.804 | 0.906 | 0.894 | 92.3 | 91.9 | 91.3 | 87.5 | 88.7 | 88.3 |