Pakket: r-cran-mlr (2.19.2+dfsg-1 en anderen)

[ Bron: 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.

Andere aan r-cran-mlr gerelateerde pakketten

• dep: r-api-4.0

  virtueel pakket geboden door 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

  GNU R package for survival analysis

• dep: r-cran-xml

  GNU R package for XML parsing and generation

• rec: r-cran-batchtools [niet ia64]

  GNU R tools for computation on batch systems

• rec: r-cran-bit64 [niet ia64]

  A S3 Class for Vectors of 64bit Integers

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

  GNU R package for classification and regression training

• rec: r-cran-class [niet ia64]

  GNU R package for classification

• rec: r-cran-clue [niet ia64]

  GNU R cluster ensembles

• rec: r-cran-cluster [niet ia64]

  GNU R package for cluster analysis by Rousseeuw et al

• rec: r-cran-cowplot [niet ia64]

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

• rec: r-cran-e1071 [niet ia64]

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

• rec: r-cran-earth [niet ia64]

  GNU R multivariate adaptive regression splines

• rec: r-cran-emoa [niet ia64]

  GNU R evolutionary multiobjective optimization algorithms

• rec: r-cran-fnn [niet ia64]

  GNU R fast nearest neighbor search algorithms and applications

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

  GNU R forecasting functions for time series and linear models

• rec: r-cran-fpc [niet ia64]

  GNU R flexible procedures for clustering

• rec: r-cran-gbm [niet ia64]

  GNU R package providing Generalized Boosted Regression Models

• rec: r-cran-ggpubr [niet ia64]

  GNU R ggplot2 based publication ready plots

• rec: r-cran-glmnet [niet ia64]

  Lasso and Elastic-Net Regularized Generalized Linear Models

• rec: r-cran-hmisc [niet ia64]

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

  GNU R iterated racing for automatic algorithm configuration

• rec: r-cran-kernlab [niet ia64]

  GNU R package for kernel-based machine learning lab

• rec: r-cran-knitr [niet ia64]

  GNU R package for dynamic report generation using Literate Programming

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

  Linter for R Code

• rec: r-cran-mass [niet ia64]

  GNU R package of Venables and Ripley's MASS

• rec: r-cran-mda [niet ia64]

  GNU R mixture and flexible discriminant analysis

• rec: r-cran-memoise [niet ia64]

  Memoise functions

• rec: r-cran-mlbench

  GNU R Machine Learning Benchmark Problems

• rec: r-cran-modeltools [niet ia64]

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

• rec: r-cran-nnet [niet ia64]

  GNU R package for feed-forward neural networks

• rec: r-cran-numderiv [niet ia64]

  GNU R package for accurate numerical derivatives

• rec: r-cran-pander [niet hppa, ia64]

  GNU R 'Pandoc' writer

• rec: r-cran-party [niet ia64]

  GNU R laboratory for recursive partytioning

• rec: r-cran-pec [niet ia64]

  GNU R Prediction Error Curves for risk prediction models in survival

• rec: r-cran-pls [niet ia64]

  GNU R partial least squares and principal component regression

• rec: r-cran-randomforest [niet ia64]

  GNU R package implementing the random forest classificator

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

  Fast Implementation of Random Forests

• rec: r-cran-rappdirs [niet ia64]

  GNU R application directories

• rec: r-cran-rex [niet ia64]

  GNU R friendly regular expressions

• rec: r-cran-rgenoud [niet ia64]

  R Version of GENetic Optimization Using Derivatives

• rec: r-cran-rmarkdown [niet ia64]

  convert R markdown documents into a variety of formats

• rec: r-cran-rmpi [niet ia64]

  GNU R package interfacing MPI libraries for distributed computing

• rec: r-cran-rocr [niet ia64]

  GNU R package to prepare and display ROC curves

• rec: r-cran-rpart [niet ia64]

  GNU R package for recursive partitioning and regression trees

• rec: r-cran-sf [niet ia64]

  Simple Features for R

• rec: r-cran-svglite [niet ia64]

  GNU R 'SVG' graphics device

• rec: r-cran-testthat

  GNU R testsuite

• rec: r-cran-tgp [niet ia64]

  GNU R Bayesian treed Gaussian process models

• rec: r-cran-th.data [niet ia64]

  GNU R package for datasets by Torsten Hothorn

• rec: r-cran-tidyr [niet ia64]

  GNU R package to easily tidy data

• rec: r-cran-vdiffr [niet ia64]

  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

  GNU R package for cluster analysis by Rousseeuw et al

• 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

  GNU R package interfacing MPI libraries for distributed computing

• sug: r-cran-rocr

  GNU R package to prepare and display ROC curves

• 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 downloaden

Pakket downloaden voor alle beschikbare platforms

Platform	Versie	Pakketgrootte	Geïnstalleerde grootte	Bestanden
alpha (unofficial port)	2.19.2+dfsg-1	4.854,4 kB	5.999,0 kB	[overzicht]
amd64	2.19.2+dfsg-1	4.854,1 kB	5.947,0 kB	[overzicht]
arm64	2.19.2+dfsg-1	4.854,2 kB	5.999,0 kB	[overzicht]
armel	2.19.2+dfsg-1	4.855,2 kB	5.999,0 kB	[overzicht]
armhf	2.19.2+dfsg-1	4.854,0 kB	5.999,0 kB	[overzicht]
hppa (unofficial port)	2.19.2+dfsg-1+b1	4.854,6 kB	5.940,0 kB	[overzicht]
i386	2.19.2+dfsg-1	4.854,1 kB	5.947,0 kB	[overzicht]
ia64 (unofficial port)	2.19.1+dfsg-1	4.819,1 kB	5.919,0 kB	[overzicht]
loong64 (unofficial port)	2.19.2+dfsg-1	4.854,0 kB	5.996,0 kB	[overzicht]
m68k (unofficial port)	2.19.2+dfsg-1	4.855,1 kB	5.940,0 kB	[overzicht]
mips64el	2.19.2+dfsg-1	4.854,5 kB	6.000,0 kB	[overzicht]
ppc64 (unofficial port)	2.19.2+dfsg-1	4.854,6 kB	6.000,0 kB	[overzicht]
ppc64el	2.19.2+dfsg-1	4.854,5 kB	5.999,0 kB	[overzicht]
riscv64	2.19.2+dfsg-1	4.853,9 kB	5.939,0 kB	[overzicht]
s390x	2.19.2+dfsg-1	4.854,1 kB	5.939,0 kB	[overzicht]
sh4 (unofficial port)	2.19.2+dfsg-1	4.855,4 kB	5.996,0 kB	[overzicht]
sparc64 (unofficial port)	2.19.2+dfsg-1	4.854,5 kB	6.960,0 kB	[overzicht]
x32 (unofficial port)	2.19.2+dfsg-1	4.852,1 kB	5.944,0 kB	[overzicht]