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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-staging / r-cvauc
Type Size Name Uploaded Downloads Labels
conda 134.3 kB | noarch/r-cvauc-1.1.0-r40hc72bb7e_1003.tar.bz2  4 years and 2 months ago 2448 main
conda 134.3 kB | noarch/r-cvauc-1.1.0-r41hc72bb7e_1003.tar.bz2  4 years and 2 months ago 2449 main
conda 134.3 kB | noarch/r-cvauc-1.1.0-r36h6115d3f_1003.tar.bz2  5 years and 3 months ago 3462 main
conda 134.0 kB | noarch/r-cvauc-1.1.0-r40h6115d3f_1003.tar.bz2  5 years and 3 months ago 3287 main
conda 128.9 kB | noarch/r-cvauc-1.1.0-r35h6115d3f_1002.tar.bz2  6 years and 29 days ago 4112 main cf202003
conda 129.3 kB | noarch/r-cvauc-1.1.0-r36h6115d3f_1002.tar.bz2  6 years and 29 days ago 4924 main cf202003
conda 128.6 kB | noarch/r-cvauc-1.1.0-r351h6115d3f_1001.tar.bz2  6 years and 8 months ago 4766 main cf202003 gcc7 cf201901
conda 134.7 kB | win-64/r-cvauc-1.1.0-r351h6115d3f_1.tar.bz2  6 years and 9 months ago 1710 main cf202003 cf201901
conda 125.6 kB | win-64/r-cvauc-1.1.0-r341h6115d3f_1.tar.bz2  6 years and 9 months ago 1704 main cf202003 cf201901
conda 119.0 kB | osx-64/r-cvauc-1.1.0-r341h6115d3f_1.tar.bz2  6 years and 9 months ago 360 main cf202003 cf201901
conda 128.2 kB | osx-64/r-cvauc-1.1.0-r351h6115d3f_1.tar.bz2  6 years and 9 months ago 358 main cf202003 cf201901
conda 128.2 kB | linux-64/r-cvauc-1.1.0-r351h6115d3f_1.tar.bz2  6 years and 9 months ago 5018 main cf202003 cf201901
conda 119.1 kB | linux-64/r-cvauc-1.1.0-r341h6115d3f_1.tar.bz2  6 years and 9 months ago 5105 main cf202003 cf201901
conda 125.5 kB | win-64/r-cvauc-1.1.0-r341h6115d3f_0.tar.bz2  7 years and 9 days ago 1779 main cf202003 cf201901
conda 118.8 kB | osx-64/r-cvauc-1.1.0-r341h6115d3f_0.tar.bz2  7 years and 9 days ago 352 main cf202003 cf201901

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