Table 5 Risk reasoning for warning factors significantly associated with DM.
No. Var | Condition satisfied | Prob. of DM in BN.Tabu | Prob. of DM in SMOTE.BN.Tabu | Prob. of DM in BL-SMOTE.BN.Tabu | Prob. of DM in SMOTE-ENN.BN.Tabu |
|---|---|---|---|---|---|
P(DM)* | 14.6 | 50.0 | 50.0 | 31.4 | |
1 | P(DM|Age ≥ 60) | 19.9 | 62.6 | 57.2 | 43.8 |
2 | P (DM|Family history = YES) | 31.6 | 69.8 | 69.8 | 82.0 |
3 | P (DM|Age ≥ 60, Family history = YES) | 51.0 | 76.5 | 76.5 | 96.9 |
4 | P (DM|Age ≥ 60, Family history = YES, Hyperlipidemia = YES) | 57.0 | 78.9 | 78.9 | 97.6 |
5 | P (DM|Age ≥ 60, Family history = YES, Hyperlipidemia = YES, Central obesity = YES) | 57.0 | 81.0 | 81.0 | 98.0 |
