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Confusion matrices of binary classifiers on validation dataset.
| Model | Validation outcomes | true Healthy Controls | true Major Depressive Disorder |
|---|---|---|---|
| Penalized Logistic Regression | HC | 6 | 11 |
| MDD | 19 | 72 | |
| Support Vector Machine | HC | 8 | 10 |
| MDD | 17 | 73 | |
| Random Forest | HC | 4 | 2 |
| MDD | 21 | 81 |
