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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 1021 main
conda 101.5 kB | noarch/r-cvst-0.2_3-r43hc72bb7e_3.conda  1 year and 1 month ago 1029 main
conda 101.5 kB | noarch/r-cvst-0.2_3-r42hc72bb7e_2.conda  2 years and 2 months ago 1686 main
conda 101.6 kB | noarch/r-cvst-0.2_3-r43hc72bb7e_2.conda  2 years and 2 months ago 1776 main
conda 102.6 kB | noarch/r-cvst-0.2_3-r41hc72bb7e_1.tar.bz2  2 years and 10 months ago 1882 main
conda 102.7 kB | noarch/r-cvst-0.2_3-r42hc72bb7e_1.tar.bz2  2 years and 10 months ago 1780 main
conda 102.0 kB | noarch/r-cvst-0.2_3-r40hc72bb7e_0.tar.bz2  3 years and 6 months ago 2461 main
conda 102.0 kB | noarch/r-cvst-0.2_3-r41hc72bb7e_0.tar.bz2  3 years and 6 months ago 2343 main
conda 102.4 kB | noarch/r-cvst-0.2_2-r40hc72bb7e_1002.tar.bz2  4 years and 3 months ago 2431 main
conda 102.3 kB | noarch/r-cvst-0.2_2-r41hc72bb7e_1002.tar.bz2  4 years and 3 months ago 2443 main
conda 102.0 kB | noarch/r-cvst-0.2_2-r40h6115d3f_1002.tar.bz2  5 years and 3 months ago 3440 main
conda 102.5 kB | noarch/r-cvst-0.2_2-r36h6115d3f_1002.tar.bz2  5 years and 3 months ago 3617 main
conda 101.1 kB | noarch/r-cvst-0.2_2-r35h6115d3f_1001.tar.bz2  6 years and 1 month ago 4519 main cf202003
conda 102.4 kB | noarch/r-cvst-0.2_2-r36h6115d3f_1001.tar.bz2  6 years and 1 month ago 4777 main cf202003
conda 100.8 kB | noarch/r-cvst-0.2_2-r351h6115d3f_1000.tar.bz2  6 years and 9 months ago 7217 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 2080 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 5527 main cf202003 cf201901
conda 72.7 kB | linux-64/r-cvst-0.2_2-r341h6115d3f_0.tar.bz2  6 years and 11 months ago 12360 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 3012 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 5049 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 1911 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 960 main cf202003 cf201901

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