Table 2 AUC performance comparison for ADNI and SSI data for CHI, DL-CHI, K-SVD, ILS-DLA and RLS-DLA models obtained by 10-fold cross-validation
From: DL-CHI: a dictionary learning-based contemporaneous health index for degenerative disease monitoring
Data | ADNI | SSI |
|---|---|---|
DL-CHI | 0.951 ± 0.025 | 0.902 ± 0.032 |
CHI | 0.920 ± 0.021 | 0.880 ± 0.010 |
RLS-DLA | 0.903 ± 0.030 | 0.873 ± 0.065 |
K-SVD | 0.850 ± 0.043 | 0.803 ± 0.014 |
ILS-DLA | 0.723 ± 0.012 | 0.653 ± 0.063 |