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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.

copied from cf-staging / r-cvst
Type Size Name Uploaded Downloads Labels
conda 102.4 kB | noarch/r-cvst-0.2_2-r40hc72bb7e_1002.tar.bz2  4 years and 2 months ago 2416 main
conda 102.3 kB | noarch/r-cvst-0.2_2-r41hc72bb7e_1002.tar.bz2  4 years and 2 months ago 2431 main
conda 102.0 kB | noarch/r-cvst-0.2_2-r40h6115d3f_1002.tar.bz2  5 years and 3 months ago 3428 main
conda 102.5 kB | noarch/r-cvst-0.2_2-r36h6115d3f_1002.tar.bz2  5 years and 3 months ago 3606 main
conda 101.1 kB | noarch/r-cvst-0.2_2-r35h6115d3f_1001.tar.bz2  6 years and 1 month ago 4507 main cf202003
conda 102.4 kB | noarch/r-cvst-0.2_2-r36h6115d3f_1001.tar.bz2  6 years and 1 month ago 4763 main cf202003
conda 100.8 kB | noarch/r-cvst-0.2_2-r351h6115d3f_1000.tar.bz2  6 years and 9 months ago 7202 main cf202003 gcc7 cf201901
conda 106.6 kB | win-64/r-cvst-0.2_2-r351h6115d3f_0.tar.bz2  6 years and 11 months ago 2078 main cf202003 cf201901
conda 78.6 kB | win-64/r-cvst-0.2_2-r341h6115d3f_0.tar.bz2  6 years and 11 months ago 2255 main cf202003 cf201901
conda 100.3 kB | osx-64/r-cvst-0.2_2-r351h6115d3f_0.tar.bz2  6 years and 11 months ago 1980 main cf202003 cf201901
conda 72.5 kB | osx-64/r-cvst-0.2_2-r341h6115d3f_0.tar.bz2  6 years and 11 months ago 1308 main cf202003 cf201901
conda 100.5 kB | linux-64/r-cvst-0.2_2-r351h6115d3f_0.tar.bz2  6 years and 11 months ago 5506 main cf202003 cf201901
conda 72.7 kB | linux-64/r-cvst-0.2_2-r341h6115d3f_0.tar.bz2  6 years and 11 months ago 12338 main cf202003 cf201901

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