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パッケージ: r-cran-mlr (2.17.0+dfsg-1)

r-cran-mlr に関するリンク

r-cran-mlr

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r-cran-mlr ソースパッケージをダウンロード:

メンテナ:

Original Maintainers:

  • Debian R Packages Maintainers
  • Andreas Tille

外部の資源:

類似のパッケージ:

Machine learning in GNU R

Interface to a large number of classification and regression techniques, including machine-readable parameter descriptions. There is also an experimental extension for survival analysis, clustering and general, example-specific cost-sensitive learning. Generic resampling, including cross-validation, bootstrapping and subsampling. Hyperparameter tuning with modern optimization techniques, for single- and multi-objective problems. Filter and wrapper methods for feature selection. Extension of basic learners with additional operations common in machine learning, also allowing for easy nested resampling. Most operations can be parallelized.

その他の r-cran-mlr 関連パッケージ

  • 依存
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    以下のパッケージによって提供される仮想パッケージです: r-base-core
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    GNU R core of statistical computation and graphics system
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    reimplementation of functions introduced since R-3.0.0
  • dep: r-cran-bbmisc (>= 1.11)
    GNU R Miscellaneous helper functions for B. Bischl
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    GNU R fast and versatile argument checks
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    GNU R extension of Data.frame
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    implementation of the Grammar of Graphics
  • dep: r-cran-parallelmap (>= 1.3)
    GNU R unified interface to parallelization back-ends
  • dep: r-cran-paramhelpers (>= 1.10)
    GNU R helpers for parameters in black-box optimization and tuning
  • dep: r-cran-stringi
    GNU R character string processing facilities
  • dep: r-cran-survival
    GNU R package for survival analysis
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    GNU R package for XML parsing and generation
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    GNU R tools for computation on batch systems
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    GNU R package for classification and regression training
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    GNU R multivariate adaptive regression splines
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    GNU R forecasting functions for time series and linear models
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    GNU R package providing Generalized Boosted Regression Models
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    Lasso and Elastic-Net Regularized Generalized Linear Models
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    GNU R package providing a collection of tools to deal with statistical models
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    GNU R package for accurate numerical derivatives
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    Fast Implementation of Random Forests
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    convert R markdown documents into a variety of formats
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    GNU R package for recursive partitioning and regression trees
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  • sug: r-cran-th.data
    GNU R package for datasets by Torsten Hothorn

r-cran-mlr のダウンロード

すべての利用可能アーキテクチャ向けのダウンロード
アーキテクチャ パッケージサイズ インストールサイズ ファイル
amd64 5,231.2 kB6309 kB [ファイル一覧]
armhf 5,232.4 kB6300 kB [ファイル一覧]