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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
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