Data Structure |
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Group Level - GBM | Individual ID Level - Random Forest | Paired Case Control Level - Conditional Logistic Regression - Generalized Additive Model | |||
Use | Use | Individual ID | Use | Individual ID | Case Control |
1 (Present) | 1 (Present) | 1 | 1 (Present) | 1 | 1 |
0 (Absent) | 0 (Absent) | 1 | 0 (Absent) | 1 | 1 |
1 (Present) | 1 (Present) | 3 | 1 (Present) | 3 | 2 |
0 (Absent) | 0 (Absent) | 3 | 0 (Absent) | 3 | 2 |