Table 3.
AUC scores from logistic regression classification using leave-one-out cross-validation.
| Leave-one-out Cross-Validation AUC Scores (Logistic Regression) | |||
|---|---|---|---|
| Feeding Tube | Aspiration | RAD (Either) | |
| Spatial Clusters | 0.64 | 0.66 | 0.68 |
| T Stage | 0.60 | 0.76 | 0.70 |
| T Stage + Spatial Clusters | 0.76 | 0.82 | 0.82 |
| All Clinical Features | 0.64 | 0.85 | 0.79 |
| All Clinical Features + Spatial Clusters | 0.71 | 0.87 | 0.84 |
| Spatial Features | 0.72 | 0.80 | 0.77 |
| Spatial Features + Clinical Features | 0.67 | 0.86 | 0.80 |