Table 7.
Results of association rules mining
| Rules | Support | Confidence | Lift |
|---|---|---|---|
| If 185 <average score <215, field of resident=cardiology>w⇨gender=female | 0.092857 | 0.534247 | 1.081367 |
| If average score >245, field of resident=cardiology⇨gender=male | 0.04881 | 0.569444 | 1.128145 |
| If 185<average score <215, field of resident=internal medicine⇨gender=female | 0.07619 | 0.598131 | 1.210674 |
| If field of resident=surgery, gender=male⇨185 <average score <215 | 0.063095 | 0.602273 | 1.157687 |
| If average score >245, field of resident=internal medicine⇨gender=female | 0.082143 | 0.610619 | 1.235953 |
| If field of resident=cardiology and gender=female⇨185 <average score <215 | 0.092857 | 0.614173 | 1.180562 |
| If 185<average score <215 and field of resident=surgery⇨gender=male | 0.063095 | 0.679487 | 1.346154 |