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Pakket: r-cran-cutpointr (1.1.1-2)

GNU R determine and evaluate optimal cutpoints in binary

Classification Tasks 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 (2020) <arXiv:2002.09209>.

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  • depends
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  • dep: libc6 (>= 2.14) [amd64]
    GNU C Library: Shared libraries
    Ook een virtueel pakket geboden door: libc6-udeb
    dep: libc6 (>= 2.17) [arm64, ppc64el]
    dep: libc6 (>= 2.4) [armhf]
  • dep: libgcc-s1 (>= 3.3.1) [niet armhf]
    GCC support library
    dep: libgcc-s1 (>= 3.5) [armhf]
  • dep: libstdc++6 (>= 5.2) [armhf]
    GNU Standard C++ Library v3
    dep: libstdc++6 (>= 9) [niet armhf]
  • dep: r-api-4.0
    virtueel pakket geboden door r-base-core
  • dep: r-base-core (>= 4.1.1-2)
    GNU R core of statistical computation and graphics system
  • dep: r-cran-dplyr (>= 0.8.0)
    GNU R grammar of data manipulation
  • dep: r-cran-foreach (>= 1.4.3)
    GNU R foreach looping support
  • dep: r-cran-ggplot2 (>= 3.0.0)
    implementation of the Grammar of Graphics
  • dep: r-cran-gridextra (>= 2.2.1)
    GNU R package with extensions for the grid package
  • dep: r-cran-purrr (>= 0.3.0)
    GNU R functional programming tools
  • dep: r-cran-rcpp (>= 0.12.12)
    GNU R package for Seamless R and C++ Integration
  • dep: r-cran-rlang (>= 0.4.0)
    Functions for Base Types and Core R and 'Tidyverse' Features
  • dep: r-cran-tibble (>= 3.0.0)
    GNU R Simple Data Frames
  • dep: r-cran-tidyr (>= 1.0.0)
    GNU R package to easily tidy data
  • dep: r-cran-tidyselect (>= 1.1.0)
    GNU R select from a set of strings
  • sug: r-cran-crayon (>= 1.3.4)
    GNU R colored terminal output
  • sug: r-cran-doparallel (>= 1.0.11)
    GNU R foreach parallel adaptor for the parallel package
  • sug: r-cran-dorng (>= 1.6)
    GNU R generic reproducible parallel backend for 'foreach' loops
  • sug: r-cran-knitr
    GNU R package for dynamic report generation using Literate Programming
  • sug: r-cran-mgcv (>= 1.8)
    GNU R package for multiple parameter smoothing estimation
  • sug: r-cran-pkgmaker (>= 0.31.1)
    GNU R package development utilities
  • sug: r-cran-registry (>= 0.5-1)
    GNU R package for registries
  • sug: r-cran-rmarkdown
    convert R markdown documents into a variety of formats
  • sug: r-cran-vctrs (>= 0.2.4)
    GNU R vector helpers

r-cran-cutpointr downloaden

Pakket downloaden voor alle beschikbare platforms
Platform Pakketgrootte Geïnstalleerde grootte Bestanden
amd64 894,5 kB1309 kB [overzicht]
arm64 894,6 kB1308 kB [overzicht]
armhf 899,9 kB1300 kB [overzicht]
ppc64el 898,2 kB1360 kB [overzicht]