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 |