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This package contains various tools for working with and evaluating cross-validated area under the ROC curve (AUC) estimators. The primary functions of the package are ci.cvAUC and ci.pooled.cvAUC, which report cross-validated AUC and compute confidence intervals for cross-validated AUC estimates based on influence curves for i.i.d. and pooled repeated measures data, respectively. One benefit to using influence curve based confidence intervals is that they require much less computation time than bootstrapping methods. The utility functions, AUC and cvAUC, are simple wrappers for functions from the ROCR package.

copied from cf-post-staging / r-cvauc
Type Size Name Uploaded Downloads Labels
conda 135.1 kB | noarch/r-cvauc-1.1.4-r45hc72bb7e_4.conda  23 days and 23 hours ago 91 main
conda 134.3 kB | noarch/r-cvauc-1.1.4-r44hc72bb7e_4.conda  23 days and 23 hours ago 89 main
conda 134.5 kB | noarch/r-cvauc-1.1.4-r44hc72bb7e_3.conda  1 year and 2 months ago 1152 main
conda 133.1 kB | noarch/r-cvauc-1.1.4-r43hc72bb7e_3.conda  1 year and 2 months ago 1238 main
conda 133.4 kB | noarch/r-cvauc-1.1.4-r42hc72bb7e_2.conda  2 years and 3 months ago 1630 main
conda 133.3 kB | noarch/r-cvauc-1.1.4-r43hc72bb7e_2.conda  2 years and 3 months ago 1782 main
conda 132.4 kB | noarch/r-cvauc-1.1.4-r41hc72bb7e_1.tar.bz2  2 years and 11 months ago 2127 main
conda 132.5 kB | noarch/r-cvauc-1.1.4-r42hc72bb7e_1.tar.bz2  2 years and 11 months ago 1979 main
conda 131.7 kB | noarch/r-cvauc-1.1.4-r40hc72bb7e_0.tar.bz2  3 years and 8 months ago 2397 main
conda 131.7 kB | noarch/r-cvauc-1.1.4-r41hc72bb7e_0.tar.bz2  3 years and 8 months ago 2774 main
conda 134.3 kB | noarch/r-cvauc-1.1.0-r40hc72bb7e_1003.tar.bz2  4 years and 4 months ago 2529 main
conda 134.3 kB | noarch/r-cvauc-1.1.0-r41hc72bb7e_1003.tar.bz2  4 years and 4 months ago 2534 main
conda 134.3 kB | noarch/r-cvauc-1.1.0-r36h6115d3f_1003.tar.bz2  5 years and 5 months ago 3546 main
conda 134.0 kB | noarch/r-cvauc-1.1.0-r40h6115d3f_1003.tar.bz2  5 years and 5 months ago 3368 main
conda 128.9 kB | noarch/r-cvauc-1.1.0-r35h6115d3f_1002.tar.bz2  6 years and 2 months ago 4194 main cf202003
conda 129.3 kB | noarch/r-cvauc-1.1.0-r36h6115d3f_1002.tar.bz2  6 years and 2 months ago 5004 main cf202003
conda 128.6 kB | noarch/r-cvauc-1.1.0-r351h6115d3f_1001.tar.bz2  6 years and 10 months ago 4846 main cf202003 gcc7 cf201901
conda 134.7 kB | win-64/r-cvauc-1.1.0-r351h6115d3f_1.tar.bz2  6 years and 11 months ago 1714 main cf202003 cf201901
conda 125.6 kB | win-64/r-cvauc-1.1.0-r341h6115d3f_1.tar.bz2  6 years and 11 months ago 1709 main cf202003 cf201901
conda 119.0 kB | osx-64/r-cvauc-1.1.0-r341h6115d3f_1.tar.bz2  6 years and 11 months ago 362 main cf202003 cf201901
conda 128.2 kB | osx-64/r-cvauc-1.1.0-r351h6115d3f_1.tar.bz2  6 years and 11 months ago 360 main cf202003 cf201901
conda 128.2 kB | linux-64/r-cvauc-1.1.0-r351h6115d3f_1.tar.bz2  6 years and 11 months ago 5109 main cf202003 cf201901
conda 119.1 kB | linux-64/r-cvauc-1.1.0-r341h6115d3f_1.tar.bz2  6 years and 11 months ago 5200 main cf202003 cf201901
conda 125.5 kB | win-64/r-cvauc-1.1.0-r341h6115d3f_0.tar.bz2  7 years and 1 month ago 1783 main cf202003 cf201901
conda 118.8 kB | osx-64/r-cvauc-1.1.0-r341h6115d3f_0.tar.bz2  7 years and 1 month ago 354 main cf202003 cf201901

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