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Comparison of predictive performance of logistic regression (LR), and artificial neuronal network (ANN) using test dataset.
| ANN (8 neurons) |
ANN (10 neurons) |
ANN (12 neurons) |
Logistic regression (without variable selection) |
Logistic regression (with variable selection) |
|
|---|---|---|---|---|---|
| AUC | 0.663 | 0.900 | 0.847 | 0.761 | 0.740 |
| Standard error | 0.089 | 0.043 | 0.055 | 0.079 | 0.083 |
AUC, area under ROC curve.
