Data Structure

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