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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 2458 main
conda 134.3 kB | noarch/r-cvauc-1.1.0-r41hc72bb7e_1003.tar.bz2  4 years and 2 months ago 2457 main
conda 134.3 kB | noarch/r-cvauc-1.1.0-r36h6115d3f_1003.tar.bz2  5 years and 3 months ago 3471 main
conda 134.0 kB | noarch/r-cvauc-1.1.0-r40h6115d3f_1003.tar.bz2  5 years and 3 months ago 3297 main
conda 128.9 kB | noarch/r-cvauc-1.1.0-r35h6115d3f_1002.tar.bz2  6 years and 1 month ago 4118 main cf202003
conda 129.3 kB | noarch/r-cvauc-1.1.0-r36h6115d3f_1002.tar.bz2  6 years and 1 month ago 4935 main cf202003
conda 128.6 kB | noarch/r-cvauc-1.1.0-r351h6115d3f_1001.tar.bz2  6 years and 8 months ago 4777 main cf202003 gcc7 cf201901
conda 134.7 kB | win-64/r-cvauc-1.1.0-r351h6115d3f_1.tar.bz2  6 years and 10 months ago 1710 main cf202003 cf201901
conda 125.6 kB | win-64/r-cvauc-1.1.0-r341h6115d3f_1.tar.bz2  6 years and 10 months ago 1704 main cf202003 cf201901
conda 119.0 kB | osx-64/r-cvauc-1.1.0-r341h6115d3f_1.tar.bz2  6 years and 10 months ago 360 main cf202003 cf201901
conda 128.2 kB | osx-64/r-cvauc-1.1.0-r351h6115d3f_1.tar.bz2  6 years and 10 months ago 358 main cf202003 cf201901
conda 128.2 kB | linux-64/r-cvauc-1.1.0-r351h6115d3f_1.tar.bz2  6 years and 10 months ago 5022 main cf202003 cf201901
conda 119.1 kB | linux-64/r-cvauc-1.1.0-r341h6115d3f_1.tar.bz2  6 years and 10 months ago 5109 main cf202003 cf201901
conda 125.5 kB | win-64/r-cvauc-1.1.0-r341h6115d3f_0.tar.bz2  7 years and 12 days ago 1779 main cf202003 cf201901
conda 118.8 kB | osx-64/r-cvauc-1.1.0-r341h6115d3f_0.tar.bz2  7 years and 12 days ago 352 main cf202003 cf201901

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