On the computation of distribution-free performance bounds: Application to small sample sizes in neuroimaging

On the computation of distribution-free performance bounds: Application to small sample sizes in neuroimaging

Accepted version

Repository URI

https://www.repository.cam.ac.uk/handle/1810/292363

Repository DOI

https://doi.org/10.17863/CAM.39513

Files

Accepted version (1.71 MB)

Type

Article

Authors

Górriz, JM

Ramirez, J

Suckling, John

https://orcid.org/0000-0002-5098-1527

Keywords

Resubsitution error estimate, Lineal classifiers, Upper bounds, Neuroimaging, VC dimension

Journal Title

Pattern Recognition

Journal ISSN

0031-3203
1873-5142

Volume Title

93

Publisher

Elsevier BV

Publisher DOI

https://doi.org/10.1016/j.patcog.2019.03.032

Rights

Attribution-NonCommercial-NoDerivatives 4.0 International

Collections

Cambridge University Research Outputs