Table 5.
Count (#) of Folds/10 that an attribute was determined relevant.
Condition attributes | Decision Tree | Naïve Bayes | Support Vector Machine |
---|---|---|---|
Experiencer | 10 (100%) | 10 (100%) | 10 (100%) |
Existence | 10 (100%) | 10 (100%) | 10 (100%) |
Change | 0 (0%) | 8 (80 %) | 10 (100%) |
Intermittency | 0 (0%) | 3 (30%) | 4 (40%) |
Certainty | 7 (70%) | 8 (80%) | 10 (100%) |
Mental State | 0 (0%) | 2 (20%) | 9 (90%) |
Generalized/Conditional | 0 (0%) | 1 (10%) | 3 (30%) |
Relation to Current Visit | 10 (100%) | 4 (40%) | 9 (90%) |
Magnitude&Units > 2 wks | 0 (0%) | 6 (60%) | 6 (60%) |
Aspectual Phase | 1 (10%) | 8 (80%) | 10 (100%) |