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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.

Type Size Name Uploaded Downloads Labels
conda 65.1 kB | win-64/r-cvst-0.2_1-r343h889e2dd_0.tar.bz2  4 years and 11 months ago 115 main
conda 65.5 kB | win-64/r-cvst-0.2_1-r342h586ffb9_0.tar.bz2  4 years and 11 months ago 125 main
conda 59.9 kB | win-64/r-cvst-0.2_1-mro343h889e2dd_0.tar.bz2  4 years and 11 months ago 92 main
conda 65.3 kB | win-32/r-cvst-0.2_1-r343h889e2dd_0.tar.bz2  4 years and 11 months ago 22 main
conda 65.7 kB | win-32/r-cvst-0.2_1-r342h4abe5ec_0.tar.bz2  4 years and 11 months ago 18 main
conda 58.0 kB | osx-64/r-cvst-0.2_1-r343h889e2dd_0.tar.bz2  4 years and 11 months ago 228 main
conda 85.2 kB | osx-64/r-cvst-0.2_1-r350h912f1d8_0.tar.bz2  4 years and 11 months ago 61 main
conda 58.1 kB | osx-64/r-cvst-0.2_1-r342hce93a4b_0.tar.bz2  4 years and 11 months ago 52 main
conda 57.9 kB | linux-64/r-cvst-0.2_1-r343h889e2dd_0.tar.bz2  4 years and 11 months ago 813 main
conda 85.0 kB | linux-64/r-cvst-0.2_1-r350h912f1d8_0.tar.bz2  4 years and 11 months ago 113 main
conda 57.8 kB | linux-64/r-cvst-0.2_1-r342h830f301_0.tar.bz2  4 years and 11 months ago 298 main
conda 57.5 kB | linux-64/r-cvst-0.2_1-mro343h889e2dd_0.tar.bz2  4 years and 11 months ago 109 main
conda 85.2 kB | linux-32/r-cvst-0.2_1-r350h912f1d8_0.tar.bz2  4 years and 11 months ago 41 main
conda 57.8 kB | linux-32/r-cvst-0.2_1-r343h889e2dd_0.tar.bz2  4 years and 11 months ago 30 main
conda 57.8 kB | linux-32/r-cvst-0.2_1-r342hd9eaa62_0.tar.bz2  4 years and 11 months ago 32 main

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