Table 1 5-fold cross-validation results on ADNI: The model learned from the training data is used to estimate the correlation coefficients on the training set.

From: Mining Outcome-relevant Brain Imaging Genetic Associations via Three-way Sparse Canonical Correlation Analysis in Alzheimer’s Disease

Method

Correlation Coefficient on Training Set

F1

F2

F3

F4

F5

Mean + Std

BM-SCCA

0.2619

0.2810

0.1846

0.2679

0.2755

0.2542 ± 0.0396

CS-SCCA

0.3436

0.3819

0.3743

0.3536

0.3798

0.3667 ± 0.0171

DS-SCCA

0.3519

0.3843

0.3848

0.3584

0.3822

0.3723 ± 0.0159

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