Table 2 Important factors based on data mining models (RF, SVM and DT)
Variables importance order | RF | SVM | DT |
|---|---|---|---|
1 | Place of occurrence | Time of accident | Location of transfer to hospital |
2 | Degree of burn | Age | Degree of burn |
3 | Province of residence | Location of transfer to hospital | Time of accident |
4 | Place of residence | Place of residence | Religion |
5 | Religion | Income | Place of occurrence |
6 | Income | Gender | Income |
7 | Location of transfer to hospital | Place of occurrence | Province of residence |
8 | Burnt limbs | Occupational status | Burnt limbs |
9 | Occupational status | History of burn | Education |
10 | Time of accident | Cause of burn | History of burn |