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Receiver operating characteristics and standard deviations of models predicting NSSI compared in cross-validation.
| Model | ROC | ROCSD |
|---|---|---|
| Logistic regression | 0.686 | 0.085 |
| Elastic net | 0.700 | 0.085 |
| Random forest | 0.684 | 0.076 |
| Gradient boosted tree | 0.671 | 0.079 |
ROC receiver operating characteristics, ROCSD standard deviation of ROC.
