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Estimate cutpoints that optimize a specified metric in binary classification tasks and validate performance using bootstrapping. Some methods for more robust cutpoint estimation are supported, e.g. a parametric method assuming normal distributions, bootstrapped cutpoints, and smoothing of the metric values per cutpoint using Generalized Additive Models. Various plotting functions are included. For an overview of the package see Thiele and Hirschfeld (2021) <doi:10.18637/jss.v098.i11>.

copied from cf-staging / r-cutpointr
Type Size Name Uploaded Downloads Labels
conda 780.0 kB | win-64/r-cutpointr-1.2.0-r44h8ae3a7c_0.conda  15 days and 11 hours ago 41 main
conda 766.2 kB | win-64/r-cutpointr-1.2.0-r43h8ae3a7c_0.conda  15 days and 11 hours ago 42 main
conda 766.2 kB | osx-64/r-cutpointr-1.2.0-r43h2711daa_0.conda  15 days and 11 hours ago 19 main
conda 782.4 kB | osx-64/r-cutpointr-1.2.0-r44h2711daa_0.conda  15 days and 11 hours ago 20 main
conda 773.6 kB | linux-64/r-cutpointr-1.2.0-r43h93ab643_0.conda  15 days and 11 hours ago 94 main
conda 786.5 kB | linux-64/r-cutpointr-1.2.0-r44h93ab643_0.conda  15 days and 11 hours ago 98 main
conda 789.3 kB | win-64/r-cutpointr-1.1.2-r43h8ae3a7c_2.conda  5 months and 30 days ago 215 main
conda 800.4 kB | win-64/r-cutpointr-1.1.2-r44h8ae3a7c_2.conda  5 months and 30 days ago 199 main
conda 799.6 kB | osx-64/r-cutpointr-1.1.2-r44h25d921d_2.conda  5 months and 30 days ago 184 main
conda 785.1 kB | osx-64/r-cutpointr-1.1.2-r43h25d921d_2.conda  5 months and 30 days ago 186 main
conda 789.1 kB | linux-64/r-cutpointr-1.1.2-r43h0d4f4ea_2.conda  5 months and 30 days ago 715 main
conda 804.8 kB | linux-64/r-cutpointr-1.1.2-r44h0d4f4ea_2.conda  5 months and 30 days ago 763 main
conda 786.4 kB | win-64/r-cutpointr-1.1.2-r41ha856d6a_1.conda  1 year and 7 months ago 412 main
conda 783.8 kB | osx-64/r-cutpointr-1.1.2-r42hac7d2d5_1.conda  1 year and 7 months ago 211 main
conda 783.8 kB | osx-64/r-cutpointr-1.1.2-r43hac7d2d5_1.conda  1 year and 7 months ago 216 main
conda 789.6 kB | linux-64/r-cutpointr-1.1.2-r42ha503ecb_1.conda  1 year and 7 months ago 1343 main
conda 787.2 kB | linux-64/r-cutpointr-1.1.2-r43ha503ecb_1.conda  1 year and 7 months ago 1364 main
conda 787.6 kB | win-64/r-cutpointr-1.1.2-r41ha856d6a_0.conda  1 year and 8 months ago 456 main
conda 785.7 kB | osx-64/r-cutpointr-1.1.2-r42hac7d2d5_0.conda  1 year and 8 months ago 203 main
conda 783.8 kB | osx-64/r-cutpointr-1.1.2-r41hac7d2d5_0.conda  1 year and 8 months ago 211 main
conda 788.3 kB | linux-64/r-cutpointr-1.1.2-r41ha503ecb_0.conda  1 year and 8 months ago 1390 main
conda 792.5 kB | linux-64/r-cutpointr-1.1.2-r42ha503ecb_0.conda  1 year and 8 months ago 1401 main

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