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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 2451 main
conda 134.3 kB | noarch/r-cvauc-1.1.0-r41hc72bb7e_1003.tar.bz2  4 years and 2 months ago 2452 main
conda 134.3 kB | noarch/r-cvauc-1.1.0-r36h6115d3f_1003.tar.bz2  5 years and 3 months ago 3465 main
conda 134.0 kB | noarch/r-cvauc-1.1.0-r40h6115d3f_1003.tar.bz2  5 years and 3 months ago 3291 main
conda 128.9 kB | noarch/r-cvauc-1.1.0-r35h6115d3f_1002.tar.bz2  6 years and 1 month ago 4114 main cf202003
conda 129.3 kB | noarch/r-cvauc-1.1.0-r36h6115d3f_1002.tar.bz2  6 years and 1 month ago 4928 main cf202003
conda 128.6 kB | noarch/r-cvauc-1.1.0-r351h6115d3f_1001.tar.bz2  6 years and 8 months ago 4770 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 5019 main cf202003 cf201901
conda 119.1 kB | linux-64/r-cvauc-1.1.0-r341h6115d3f_1.tar.bz2  6 years and 9 months ago 5106 main cf202003 cf201901
conda 125.5 kB | win-64/r-cvauc-1.1.0-r341h6115d3f_0.tar.bz2  7 years and 10 days ago 1779 main cf202003 cf201901
conda 118.8 kB | osx-64/r-cvauc-1.1.0-r341h6115d3f_0.tar.bz2  7 years and 10 days ago 352 main cf202003 cf201901

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