TABLE XIII. Classification Results (Kaggle).
| Classifier | CV | Test set | 95% confidence interval | ||
|---|---|---|---|---|---|
| F1 | Precision | Recall | F1 | ||
| Decision tree | 0.37 | 0.88 | 0.75 | 0.71 | 0.098 |
| Random forests | 0.37 | 0.90 | 0.50 | 0.67 | 0.089 |
| Gradient boosted trees | 0.56 | 0.90 | 0.75 | 0.59 | 0.089 |
| Neural networks | 0.38 | 0.90 | 0.50 | 0.67 | 0.089 |