Table 4.
Attributes selected by each of the attribute subset evaluation algorithms. Attributes that are not listed were not included in any of the optimal attribute subsets.
| Attribute | CFS | Consistency | Wrapper (decision tree) |
|---|---|---|---|
| Avg reads | X | X | X |
| Avg writes | X | X | X |
| Orders entered | X | ||
| HELP2 discipline | X | ||
| HELP2 specialty | X | ||
| HR specialty | X | ||
| Parent level 3 | X | X | |
| DEA class code | X | ||
| Drug class code | X | ||
| AHFS class | X | ||
| Maintenance drug | X | X | |
| Age | X | X | |
| Age group | X | X | X |
| Gender | X | X | |
| Medications | X | X | |
| Problems | X | ||
| Task | X |