Table 9. Comparison of the learning accuracies using all the multi-scale features or only global graph features, spectral features, local graph features or morphological features.
Feature Selection Algorithm | Multiscale Feature Set | Global Graph Features | Spectral Features | Local Graph Features | Shape Based Features |
Epithelial vs Mesenchymal in control | 100 | 100 | 97.50 | 100 | - |
Epithelial vs mesenchymal in ROCK treated | 100 | 97.50 | 90 | 95 | - |
ROCK Treated vs control in epithelial | 100 | 97.50 | 77.50 | 82.50 | 90 |
ROCK treated vs control in mesenchymal | 87.50 | 85.00 | 77.50 | 70 | - |