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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 102.7 kB | noarch/r-cvst-0.2_3-r44hc72bb7e_3.conda  1 year and 1 month ago 1014 main
conda 101.5 kB | noarch/r-cvst-0.2_3-r43hc72bb7e_3.conda  1 year and 1 month ago 1021 main
conda 101.5 kB | noarch/r-cvst-0.2_3-r42hc72bb7e_2.conda  2 years and 2 months ago 1680 main
conda 101.6 kB | noarch/r-cvst-0.2_3-r43hc72bb7e_2.conda  2 years and 2 months ago 1771 main
conda 102.6 kB | noarch/r-cvst-0.2_3-r41hc72bb7e_1.tar.bz2  2 years and 10 months ago 1875 main
conda 102.7 kB | noarch/r-cvst-0.2_3-r42hc72bb7e_1.tar.bz2  2 years and 10 months ago 1774 main
conda 102.0 kB | noarch/r-cvst-0.2_3-r40hc72bb7e_0.tar.bz2  3 years and 6 months ago 2458 main
conda 102.0 kB | noarch/r-cvst-0.2_3-r41hc72bb7e_0.tar.bz2  3 years and 6 months ago 2336 main
conda 102.4 kB | noarch/r-cvst-0.2_2-r40hc72bb7e_1002.tar.bz2  4 years and 2 months ago 2424 main
conda 102.3 kB | noarch/r-cvst-0.2_2-r41hc72bb7e_1002.tar.bz2  4 years and 2 months ago 2438 main
conda 102.0 kB | noarch/r-cvst-0.2_2-r40h6115d3f_1002.tar.bz2  5 years and 3 months ago 3434 main
conda 102.5 kB | noarch/r-cvst-0.2_2-r36h6115d3f_1002.tar.bz2  5 years and 3 months ago 3612 main
conda 101.1 kB | noarch/r-cvst-0.2_2-r35h6115d3f_1001.tar.bz2  6 years and 1 month ago 4514 main cf202003
conda 102.4 kB | noarch/r-cvst-0.2_2-r36h6115d3f_1001.tar.bz2  6 years and 1 month ago 4771 main cf202003
conda 100.8 kB | noarch/r-cvst-0.2_2-r351h6115d3f_1000.tar.bz2  6 years and 9 months ago 7210 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 2079 main cf202003 cf201901
conda 78.6 kB | win-64/r-cvst-0.2_2-r341h6115d3f_0.tar.bz2  6 years and 11 months ago 2256 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 5517 main cf202003 cf201901
conda 72.7 kB | linux-64/r-cvst-0.2_2-r341h6115d3f_0.tar.bz2  6 years and 11 months ago 12350 main cf202003 cf201901
conda 76.5 kB | win-64/r-cvst-0.2_1-r3.3.2_0.tar.bz2  7 years and 6 months ago 2961 main cf202003 cf201901
conda 76.1 kB | win-64/r-cvst-0.2_1-r3.4.1_0.tar.bz2  7 years and 6 months ago 4990 main cf202003 cf201901
conda 68.9 kB | osx-64/r-cvst-0.2_1-r3.4.1_0.tar.bz2  7 years and 6 months ago 1847 main cf202003 cf201901
conda 69.0 kB | osx-64/r-cvst-0.2_1-r3.3.2_0.tar.bz2  7 years and 6 months ago 907 main cf202003 cf201901

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