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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  27 days and 11 hours ago 103 main
conda 134.3 kB | noarch/r-cvauc-1.1.4-r44hc72bb7e_4.conda  27 days and 11 hours ago 100 main
conda 134.5 kB | noarch/r-cvauc-1.1.4-r44hc72bb7e_3.conda  1 year and 2 months ago 1159 main
conda 133.1 kB | noarch/r-cvauc-1.1.4-r43hc72bb7e_3.conda  1 year and 2 months ago 1243 main
conda 133.4 kB | noarch/r-cvauc-1.1.4-r42hc72bb7e_2.conda  2 years and 3 months ago 1635 main
conda 133.3 kB | noarch/r-cvauc-1.1.4-r43hc72bb7e_2.conda  2 years and 3 months ago 1788 main
conda 132.4 kB | noarch/r-cvauc-1.1.4-r41hc72bb7e_1.tar.bz2  2 years and 11 months ago 2133 main
conda 132.5 kB | noarch/r-cvauc-1.1.4-r42hc72bb7e_1.tar.bz2  2 years and 11 months ago 1984 main
conda 131.7 kB | noarch/r-cvauc-1.1.4-r40hc72bb7e_0.tar.bz2  3 years and 8 months ago 2402 main
conda 131.7 kB | noarch/r-cvauc-1.1.4-r41hc72bb7e_0.tar.bz2  3 years and 8 months ago 2781 main
conda 134.3 kB | noarch/r-cvauc-1.1.0-r40hc72bb7e_1003.tar.bz2  4 years and 4 months ago 2537 main
conda 134.3 kB | noarch/r-cvauc-1.1.0-r41hc72bb7e_1003.tar.bz2  4 years and 4 months ago 2540 main
conda 134.3 kB | noarch/r-cvauc-1.1.0-r36h6115d3f_1003.tar.bz2  5 years and 5 months ago 3552 main
conda 134.0 kB | noarch/r-cvauc-1.1.0-r40h6115d3f_1003.tar.bz2  5 years and 5 months ago 3374 main
conda 128.9 kB | noarch/r-cvauc-1.1.0-r35h6115d3f_1002.tar.bz2  6 years and 2 months ago 4201 main cf202003
conda 129.3 kB | noarch/r-cvauc-1.1.0-r36h6115d3f_1002.tar.bz2  6 years and 2 months ago 5011 main cf202003
conda 128.6 kB | noarch/r-cvauc-1.1.0-r351h6115d3f_1001.tar.bz2  6 years and 10 months ago 4854 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 1715 main cf202003 cf201901
conda 125.6 kB | win-64/r-cvauc-1.1.0-r341h6115d3f_1.tar.bz2  6 years and 11 months ago 1710 main cf202003 cf201901
conda 119.0 kB | osx-64/r-cvauc-1.1.0-r341h6115d3f_1.tar.bz2  6 years and 11 months ago 363 main cf202003 cf201901
conda 128.2 kB | osx-64/r-cvauc-1.1.0-r351h6115d3f_1.tar.bz2  6 years and 11 months ago 361 main cf202003 cf201901
conda 128.2 kB | linux-64/r-cvauc-1.1.0-r351h6115d3f_1.tar.bz2  6 years and 11 months ago 5117 main cf202003 cf201901
conda 119.1 kB | linux-64/r-cvauc-1.1.0-r341h6115d3f_1.tar.bz2  6 years and 11 months ago 5207 main cf202003 cf201901
conda 125.5 kB | win-64/r-cvauc-1.1.0-r341h6115d3f_0.tar.bz2  7 years and 2 months ago 1784 main cf202003 cf201901
conda 118.8 kB | osx-64/r-cvauc-1.1.0-r341h6115d3f_0.tar.bz2  7 years and 2 months ago 355 main cf202003 cf201901

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