Table 4.
Rank and score of features selected by DT (ID3), Ada Boost and Random Forest algorithm.
| S.NO | Feature Set | Feature Selection Algorithm | ||
|---|---|---|---|---|
| DT(ID3) | Ada Boost | Random Forest | ||
| 1 | PG | GL | GL | BP |
| 2 | GL | AGE | BMI | GL |
| 3 | BP | IS | DPF | AGE |
| 4 | ST | DPF | BP | ST |
| 5 | IS | BMI | AGE | IS |
| 6 | BMI | BP | IS | BMI |
| 7 | DPF | PG | DPE | |
| 8 | AGE | |||