A multiple hold-out framework for Sparse Partial Least Squares
•SPLS framework which tests model reliability by fitting it to several data splits.•Framework was applied to brain anatomy and individual items of the MMSE score.•The adequate number of voxels and clinical items was selected automatically.•SPLS found two associative effects between sparse brain voxe...
| Main Authors: | , , , |
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| Format: | Online |
| Language: | English |
| Published: |
Elsevier/North-Holland Biomedical Press
2016
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| Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5012894/ |