Table 6. Classification results using sulcal measures, subcortical volume and the MMSE score.
Feature Set | Selected Attributes | Classifier | Accuracy | Sensitivity | Specificity | AUC |
---|---|---|---|---|---|---|
SM,SV,MMSE | MMSE | Naïve Bayes | 0.869 | 0.867 | 0.865 | 0.899 |
Hippocampus L | ||||||
Hippocampus R | ||||||
Amygdala R | Logistic Regression | 0.862 | 0.844 | 0.839 | 0.858 | |
g-SI L | ||||||
g-SI R | ||||||
Amygdala L | SVM | 0.862 | 0.844 | 0.839 | 0.885 | |
Accumbens L | ||||||
Sylvian L | ||||||
Sylvian R |
Abbreviations: SM-- sulcal measures; SV-- subcortical volume.
L-- Left hemisphere; R-- Right hemisphere.