all options
buster  ] [  bullseye  ] [  bookworm  ] [  trixie  ] [  sid  ]
[ Source: r-cran-cvst  ]

Package: r-cran-cvst (0.2-3-1)

Links for r-cran-cvst

Screenshot

Debian Resources:

Download Source Package r-cran-cvst:

Maintainers:

External Resources:

Similar packages:

GNU R fast cross-validation via sequential testing

This package implements the fast cross-validation via sequential testing (CVST) procedure. CVST is an improved cross-validation procedure which uses non-parametric testing coupled with sequential analysis to determine the best parameter set on linearly increasing subsets of the data. By eliminating underperforming candidates quickly and keeping promising candidates as long as possible, the method speeds up the computation while preserving the capability of a full cross-validation. Additionally to the CVST the package contains an implementation of the ordinary k-fold cross-validation with a flexible and powerful set of helper objects and methods to handle the overall model selection process. The implementations of the Cochran's Q test with permutations and the sequential testing framework of Wald are generic and can therefore also be used in other contexts.

Other Packages Related to r-cran-cvst

  • depends
  • recommends
  • suggests
  • enhances

Download r-cran-cvst

Download for all available architectures
Architecture Package Size Installed Size Files
all 84.3 kB116.0 kB [list of files]