Paketti: r-cran-party (1.3-17-1) [debports]

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GNU R laboratory for recursive partytioning

A computational toolbox for recursive partitioning. The core of the package is ctree(), an implementation of conditional inference trees which embed tree-structured regression models into a well defined theory of conditional inference procedures. This non-parametric class of regression trees is applicable to all kinds of regression problems, including nominal, ordinal, numeric, censored as well as multivariate response variables and arbitrary measurement scales of the covariates. Based on conditional inference trees, cforest() provides an implementation of Breiman's random forests. The function mob() implements an algorithm for recursive partitioning based on parametric models (e.g. linear models, GLMs or survival regression) employing parameter instability tests for split selection. Extensible functionality for visualizing tree-structured regression models is available. The methods are described in Hothorn et al. (2006) <doi:10.1198/106186006X133933>, Zeileis et al. (2008) <doi:10.1198/106186008X319331> and Strobl et al. (2007) <doi:10.1186/1471-2105-8-25>.

Muut pakettiin r-cran-party liittyvät paketit

• dep: libblas3

  Basic Linear Algebra Reference implementations, shared library

  tai libblas.so.3

  näennäispaketti, jonka toteuttaa libatlas3-base, libblas3, libblis4-openmp, libblis4-pthread, libblis4-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libc6.1 (>= 2.1.3)

  GNU-C-kirjasto: jaetut kirjastot
  myös näennäispaketti, jonka toteuttaa libc6.1-udeb

• dep: liblapack3

  Library of linear algebra routines 3 - shared version

  tai liblapack.so.3

  näennäispaketti, jonka toteuttaa libatlas3-base, liblapack3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: r-api-4.0

  näennäispaketti, jonka toteuttaa r-base-core

• dep: r-cran-coin (>= 1.1-0)

  GNU R package providing conditional inference procedures

• dep: r-cran-modeltools (>= 0.2-21)

  GNU R package providing a collection of tools to deal with statistical models

• dep: r-cran-mvtnorm (>= 1.0-2)

  GNU R package to compute multivariate Normal and T distributions

• dep: r-cran-sandwich (>= 1.1-1)

  GNU R package for model-robust standard error estimates

• dep: r-cran-strucchange

  GNU R package for structural change regression estimation

• dep: r-cran-survival (>= 2.37-7)

  GNU R package for survival analysis

• dep: r-cran-zoo

  GNU R package for totally ordered indexed observations

• rec: r-cran-colorspace

  GNU R Color Space Manipulation

• rec: r-cran-ipred

  GNU R improved predictors

• rec: r-cran-mass

  GNU R package of Venables and Ripley's MASS

• rec: r-cran-mlbench

  GNU R Machine Learning Benchmark Problems

• rec: r-cran-randomforest

  GNU R package implementing the random forest classificator

• rec: r-cran-th.data (>= 1.0-3)

  GNU R package for datasets by Torsten Hothorn

• rec: r-cran-vcd

  GNU R Visualizing Categorical Data

Imuroi r-cran-party

Imurointi kaikille saataville arkkitehtuureille

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alpha (epävirallinen siirros)	1,105.5 kt	1,474.0 kt	[tiedostoluettelo]