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ROC graphs, sensitivity/specificity curves, lift charts, and precision/recall plots are popular examples of trade-off visualizations for specific pairs of performance measures. ROCR is a flexible tool for creating cutoff-parameterized 2D performance curves by freely combining two from over 25 performance measures (new performance measures can be added using a standard interface). Curves from different cross-validation or bootstrapping runs can be averaged by different methods, and standard deviations, standard errors or box plots can be used to visualize the variability across the runs. The parameterization can be visualized by printing cutoff values at the corresponding curve positions, or by coloring the curve according to cutoff. All components of a performance plot can be quickly adjusted using a flexible parameter dispatching mechanism. Despite its flexibility, ROCR is easy to use, with only three commands and reasonable default values for all optional parameters.

copied from cf-post-staging / r-rocr
Type Size Name Uploaded Downloads Labels
conda 463.6 kB | osx-arm64/r-rocr-1.0_11-r44h011812f_5.conda  28 days and 15 hours ago 141 main
conda 462.6 kB | osx-64/r-rocr-1.0_11-r44hbe3e9c8_5.conda  28 days and 15 hours ago 102 main
conda 466.3 kB | osx-arm64/r-rocr-1.0_11-r45h011812f_5.conda  28 days and 15 hours ago 57 main
conda 464.3 kB | win-64/r-rocr-1.0_11-r44h6addd8b_5.conda  28 days and 15 hours ago 68 main
conda 465.4 kB | osx-64/r-rocr-1.0_11-r45hbe3e9c8_5.conda  28 days and 15 hours ago 59 main
conda 467.4 kB | win-64/r-rocr-1.0_11-r45h6addd8b_5.conda  28 days and 15 hours ago 56 main
conda 467.8 kB | linux-aarch64/r-rocr-1.0_11-r45h4571c7f_5.conda  28 days and 15 hours ago 40 main
conda 464.0 kB | linux-ppc64le/r-rocr-1.0_11-r44h9dc4ba1_5.conda  28 days and 16 hours ago 20 main
conda 463.7 kB | linux-aarch64/r-rocr-1.0_11-r44h4571c7f_5.conda  28 days and 16 hours ago 82 main
conda 468.1 kB | linux-ppc64le/r-rocr-1.0_11-r45h9dc4ba1_5.conda  28 days and 16 hours ago 20 main
conda 464.1 kB | linux-64/r-rocr-1.0_11-r44hc72bb7e_5.conda  28 days and 16 hours ago 1963 main
conda 467.4 kB | linux-64/r-rocr-1.0_11-r45hc72bb7e_5.conda  28 days and 16 hours ago 469 main
conda 465.6 kB | win-64/r-rocr-1.0_11-r43h6addd8b_4.conda  1 year and 3 months ago 444 main
conda 464.7 kB | win-64/r-rocr-1.0_11-r44h6addd8b_4.conda  1 year and 3 months ago 647 main
conda 462.9 kB | osx-64/r-rocr-1.0_11-r44hbe3e9c8_4.conda  1 year and 3 months ago 615 main
conda 461.4 kB | osx-64/r-rocr-1.0_11-r43hbe3e9c8_4.conda  1 year and 3 months ago 810 main
conda 463.7 kB | osx-arm64/r-rocr-1.0_11-r44h011812f_4.conda  1 year and 3 months ago 939 main
conda 463.5 kB | linux-aarch64/r-rocr-1.0_11-r44h4571c7f_4.conda  1 year and 3 months ago 392 main
conda 465.3 kB | linux-aarch64/r-rocr-1.0_11-r43h4571c7f_4.conda  1 year and 3 months ago 607 main
conda 466.4 kB | linux-ppc64le/r-rocr-1.0_11-r43h9dc4ba1_4.conda  1 year and 3 months ago 164 main
conda 460.4 kB | osx-arm64/r-rocr-1.0_11-r43h011812f_4.conda  1 year and 3 months ago 650 main
conda 464.4 kB | linux-64/r-rocr-1.0_11-r43hc72bb7e_4.conda  1 year and 3 months ago 18289 main
conda 463.7 kB | linux-ppc64le/r-rocr-1.0_11-r44h9dc4ba1_4.conda  1 year and 3 months ago 156 main
conda 463.9 kB | linux-64/r-rocr-1.0_11-r44hc72bb7e_4.conda  1 year and 3 months ago 13242 main
conda 461.2 kB | linux-ppc64le/r-rocr-1.0_11-r43h028622c_3.conda  2 years and 1 month ago 162 main

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