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Distribution of target variable.
| Sample type | Sample size | Distribution of target variable | |
|---|---|---|---|
| Healthy subjects = 0 | Depression subjects = 1 | ||
| Original Sample (OR-Sample) | 11,081 | 10,511(94.86%) | 570 (5.14%) |
| Under-Sample (U-Sample) | 1,140 | 570 (50%) | 570 (50%) |
| Over-Sample (O-Sample) | 24,000 | 10,511(44%) | 13,489 (56%) |
| Over-Under-Sample (OU-Sample) | 12,000 | 6,040 (50%) | 5,960 (50%) |
| ROSE Sample (R-Sample) | 11,081 | 5,573 (50%) | 5,508 (50%) |
Source: Authors' own computation.
