パッケージ: r-cran-mlr (2.19.2+dfsg-1 など)

[ ソース: r-cran-mlr  ]

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

• dep: r-api-4.0

  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

• dep: r-base-core (>= 4.2.1-2) [ia64]

  GNU R core of statistical computation and graphics system

• dep: r-cran-backports (>= 1.1.0)

  reimplementation of functions introduced since R-3.0.0

• dep: r-cran-bbmisc (>= 1.11)

  GNU R Miscellaneous helper functions for B. Bischl

• dep: r-cran-checkmate (>= 1.8.2)

  GNU R fast and versatile argument checks

• dep: r-cran-data.table (>= 1.12.4)

  GNU R extension of Data.frame

• dep: r-cran-ggplot2

  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

  生存率解析用 GNU R パッケージ

• dep: r-cran-xml

  XML 解析および生成用 GNU R パッケージ

• rec: r-cran-batchtools [ia64 以外]

  GNU R tools for computation on batch systems

• rec: r-cran-bit64 [ia64 以外]

  A S3 Class for Vectors of 64bit Integers

• rec: r-cran-caret (>= 6.0-57) [ia64 以外]

  GNU R package for classification and regression training

• rec: r-cran-class [ia64 以外]

  GNU R package for classification

• rec: r-cran-clue [ia64 以外]

  GNU R cluster ensembles

• rec: r-cran-cluster [ia64 以外]

  Rousseeuw et al によるクラスタ分析用 GNU R パッケージ

• rec: r-cran-cowplot [ia64 以外]

  GNU R streamlined plot theme and plot annotations for 'ggplot2'

• rec: r-cran-e1071 [ia64 以外]

  GNU R package with miscellaneous functions of the Dept of Statisics (e1071)

• rec: r-cran-earth [ia64 以外]

  GNU R multivariate adaptive regression splines

• rec: r-cran-emoa [ia64 以外]

  GNU R evolutionary multiobjective optimization algorithms

• rec: r-cran-fnn [ia64 以外]

  GNU R fast nearest neighbor search algorithms and applications

• rec: r-cran-forecast (>= 8.3) [ia64 以外]

  GNU R forecasting functions for time series and linear models

• rec: r-cran-fpc [ia64 以外]

  GNU R flexible procedures for clustering

• rec: r-cran-gbm [ia64 以外]

  GNU R package providing Generalized Boosted Regression Models

• rec: r-cran-ggpubr [ia64 以外]

  GNU R ggplot2 based publication ready plots

• rec: r-cran-glmnet [ia64 以外]

  Lasso and Elastic-Net Regularized Generalized Linear Models

• rec: r-cran-hmisc [ia64 以外]

  GNU R miscellaneous functions by Frank Harrell

• rec: r-cran-irace (>= 2.0) [ia64 以外]

  GNU R iterated racing for automatic algorithm configuration

• rec: r-cran-kernlab [ia64 以外]

  GNU R package for kernel-based machine learning lab

• rec: r-cran-knitr [ia64 以外]

  GNU R package for dynamic report generation using Literate Programming

• rec: r-cran-lintr (>= 1.0.0.9001) [ia64 以外]

  Linter for R Code

• rec: r-cran-mass [ia64 以外]

  GNU R package of Venables and Ripley's MASS

• rec: r-cran-mda [ia64 以外]

  GNU R mixture and flexible discriminant analysis

• rec: r-cran-memoise [ia64 以外]

  Memoise functions

• rec: r-cran-mlbench

  GNU R Machine Learning Benchmark Problems

• rec: r-cran-modeltools [ia64 以外]

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

• rec: r-cran-nnet [ia64 以外]

  GNU R package for feed-forward neural networks

• rec: r-cran-numderiv [ia64 以外]

  GNU R package for accurate numerical derivatives

• rec: r-cran-pander [hppa, ia64 以外]

  GNU R 'Pandoc' writer

• rec: r-cran-party [ia64 以外]

  GNU R laboratory for recursive partytioning

• rec: r-cran-pec [ia64 以外]

  GNU R Prediction Error Curves for risk prediction models in survival

• rec: r-cran-pls [ia64 以外]

  GNU R partial least squares and principal component regression

• rec: r-cran-randomforest [ia64 以外]

  GNU R package implementing the random forest classificator

• rec: r-cran-ranger (>= 0.8.0) [ia64 以外]

  Fast Implementation of Random Forests

• rec: r-cran-rappdirs [ia64 以外]

  GNU R application directories

• rec: r-cran-rex [ia64 以外]

  GNU R friendly regular expressions

• rec: r-cran-rgenoud [ia64 以外]

  R Version of GENetic Optimization Using Derivatives

• rec: r-cran-rmarkdown [ia64 以外]

  convert R markdown documents into a variety of formats

• rec: r-cran-rmpi [ia64 以外]

  分散コンピューティング用に MPI ライブラリとインターフェイスする GNU R パッケージ

• rec: r-cran-rocr [ia64 以外]

  ROC 曲線の準備と表示をする GNU Rパッケージ

• rec: r-cran-rpart [ia64 以外]

  GNU R package for recursive partitioning and regression trees

• rec: r-cran-sf [ia64 以外]

  Simple Features for R

• rec: r-cran-svglite [ia64 以外]

  GNU R 'SVG' graphics device

• rec: r-cran-testthat

  GNU R testsuite

• rec: r-cran-tgp [ia64 以外]

  GNU R Bayesian treed Gaussian process models

• rec: r-cran-th.data [ia64 以外]

  GNU R package for datasets by Torsten Hothorn

• rec: r-cran-tidyr [ia64 以外]

  GNU R package to easily tidy data

• rec: r-cran-vdiffr [ia64 以外]

  GNU R visual regression testing and graphical diffing

• sug: r-cran-batchtools

  GNU R tools for computation on batch systems

• sug: r-cran-bit64

  A S3 Class for Vectors of 64bit Integers

• sug: r-cran-caret (>= 6.0-57)

  GNU R package for classification and regression training

• sug: r-cran-class

  GNU R package for classification

• sug: r-cran-clue

  GNU R cluster ensembles

• sug: r-cran-cluster

  Rousseeuw et al によるクラスタ分析用 GNU R パッケージ

• sug: r-cran-cowplot

  GNU R streamlined plot theme and plot annotations for 'ggplot2'

• sug: r-cran-e1071

  GNU R package with miscellaneous functions of the Dept of Statisics (e1071)

• sug: r-cran-earth

  GNU R multivariate adaptive regression splines

• sug: r-cran-emoa

  GNU R evolutionary multiobjective optimization algorithms

• sug: r-cran-fnn

  GNU R fast nearest neighbor search algorithms and applications

• sug: r-cran-forecast (>= 8.3)

  GNU R forecasting functions for time series and linear models

• sug: r-cran-fpc

  GNU R flexible procedures for clustering

• sug: r-cran-gbm

  GNU R package providing Generalized Boosted Regression Models

• sug: r-cran-ggpubr

  GNU R ggplot2 based publication ready plots

• sug: r-cran-glmnet

  Lasso and Elastic-Net Regularized Generalized Linear Models

• sug: r-cran-hmisc

  GNU R miscellaneous functions by Frank Harrell

• sug: r-cran-irace (>= 2.0)

  GNU R iterated racing for automatic algorithm configuration

• sug: r-cran-kernlab

  GNU R package for kernel-based machine learning lab

• sug: r-cran-knitr

  GNU R package for dynamic report generation using Literate Programming

• sug: r-cran-lintr (>= 1.0.0.9001)

  Linter for R Code

• sug: r-cran-mass

  GNU R package of Venables and Ripley's MASS

• sug: r-cran-mda

  GNU R mixture and flexible discriminant analysis

• sug: r-cran-memoise

  Memoise functions

• sug: r-cran-modeltools

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

• sug: r-cran-nnet

  GNU R package for feed-forward neural networks

• sug: r-cran-numderiv

  GNU R package for accurate numerical derivatives

• sug: r-cran-pander

  GNU R 'Pandoc' writer

• sug: r-cran-party

  GNU R laboratory for recursive partytioning

• sug: r-cran-pec

  GNU R Prediction Error Curves for risk prediction models in survival

• sug: r-cran-pls

  GNU R partial least squares and principal component regression

• sug: r-cran-randomforest

  GNU R package implementing the random forest classificator

• sug: r-cran-ranger (>= 0.8.0)

  Fast Implementation of Random Forests

• sug: r-cran-rappdirs

  GNU R application directories

• sug: r-cran-rex

  GNU R friendly regular expressions

• sug: r-cran-rgenoud

  R Version of GENetic Optimization Using Derivatives

• sug: r-cran-rmarkdown

  convert R markdown documents into a variety of formats

• sug: r-cran-rmpi

  分散コンピューティング用に MPI ライブラリとインターフェイスする GNU R パッケージ

• sug: r-cran-rocr

  ROC 曲線の準備と表示をする GNU Rパッケージ

• sug: r-cran-rpart

  GNU R package for recursive partitioning and regression trees

• sug: r-cran-sf

  Simple Features for R

• sug: r-cran-svglite

  GNU R 'SVG' graphics device

• sug: r-cran-tgp

  GNU R Bayesian treed Gaussian process models

• sug: r-cran-th.data

  GNU R package for datasets by Torsten Hothorn

• sug: r-cran-tidyr

  GNU R package to easily tidy data

• sug: r-cran-vdiffr

  GNU R visual regression testing and graphical diffing

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	バージョン	パッケージサイズ	インストールサイズ	ファイル
alpha (非公式の移植版)	2.19.2+dfsg-1	4,854.4 kB	5,999.0 kB	[ファイル一覧]
amd64	2.19.2+dfsg-1	4,854.1 kB	5,947.0 kB	[ファイル一覧]
arm64	2.19.2+dfsg-1	4,854.2 kB	5,999.0 kB	[ファイル一覧]
armel	2.19.2+dfsg-1	4,855.2 kB	5,999.0 kB	[ファイル一覧]
armhf	2.19.2+dfsg-1	4,854.0 kB	5,999.0 kB	[ファイル一覧]
hppa (非公式の移植版)	2.19.2+dfsg-1+b1	4,854.6 kB	5,940.0 kB	[ファイル一覧]
i386	2.19.2+dfsg-1	4,854.1 kB	5,947.0 kB	[ファイル一覧]
ia64 (非公式の移植版)	2.19.1+dfsg-1	4,819.1 kB	5,919.0 kB	[ファイル一覧]
loong64 (非公式の移植版)	2.19.2+dfsg-1	4,854.0 kB	5,996.0 kB	[ファイル一覧]
m68k (非公式の移植版)	2.19.2+dfsg-1	4,855.1 kB	5,940.0 kB	[ファイル一覧]
mips64el	2.19.2+dfsg-1	4,854.5 kB	6,000.0 kB	[ファイル一覧]
ppc64 (非公式の移植版)	2.19.2+dfsg-1	4,854.6 kB	6,000.0 kB	[ファイル一覧]
ppc64el	2.19.2+dfsg-1	4,854.5 kB	5,999.0 kB	[ファイル一覧]
riscv64	2.19.2+dfsg-1	4,853.9 kB	5,939.0 kB	[ファイル一覧]
s390x	2.19.2+dfsg-1	4,854.1 kB	5,939.0 kB	[ファイル一覧]
sh4 (非公式の移植版)	2.19.2+dfsg-1	4,855.4 kB	5,996.0 kB	[ファイル一覧]
sparc64 (非公式の移植版)	2.19.2+dfsg-1	4,854.5 kB	6,960.0 kB	[ファイル一覧]
x32 (非公式の移植版)	2.19.2+dfsg-1	4,852.1 kB	5,944.0 kB	[ファイル一覧]