套件：r-cran-party（1.3-17-1） [debports]
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>.
其他與 r-cran-party 有關的套件
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- dep: libblas3
- Basic Linear Algebra Reference implementations, shared library
- 或者 libblas.so.3
- 本虛擬套件由這些套件填實： libatlas3-base, libblas3, libblis4-openmp, libblis4-pthread, libblis4-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial
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- dep: libc6 (>= 2.4)
- GNU C 函式庫：共用函式庫
同時作為一個虛擬套件由這些套件填實： libc6-udeb
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- dep: liblapack3
- Library of linear algebra routines 3 - shared version
- 或者 liblapack.so.3
- 本虛擬套件由這些套件填實： libatlas3-base, liblapack3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial
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- dep: r-api-4.0
- 本虛擬套件由這些套件填實： r-base-core
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- dep: r-cran-coin (>= 1.1-0)
- GNU R package providing conditional inference procedures
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- dep: r-cran-modeltools (>= 0.2-21)
- GNU R package providing a collection of tools to deal with statistical models
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- dep: r-cran-mvtnorm (>= 1.0-2)
- GNU R package to compute multivariate Normal and T distributions
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- dep: r-cran-sandwich (>= 1.1-1)
- GNU R package for model-robust standard error estimates
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- dep: r-cran-strucchange
- GNU R package for structural change regression estimation
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- dep: r-cran-survival (>= 2.37-7)
- GNU R package for survival analysis
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- dep: r-cran-zoo
- GNU R package for totally ordered indexed observations
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- rec: r-cran-colorspace
- GNU R Color Space Manipulation
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- rec: r-cran-ipred
- GNU R improved predictors
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- rec: r-cran-mass
- GNU R package of Venables and Ripley's MASS
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- rec: r-cran-mlbench
- GNU R Machine Learning Benchmark Problems
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- rec: r-cran-randomforest
- GNU R package implementing the random forest classificator
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- rec: r-cran-th.data (>= 1.0-3)
- GNU R package for datasets by Torsten Hothorn
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- rec: r-cran-vcd
- GNU R Visualizing Categorical Data