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. 2012 Mar 5;7(3):e32906. doi: 10.1371/journal.pone.0032906

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 -