Paket: r-cran-mlr (2.19.2+dfsg-1 ve diğerleri)

[ Kaynak: 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.

r-cran-mlr ile İlgili Diğer Paketler

• dep: r-api-4.0

  sanal paketi sağlayan 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 [ia64 değil]

  GNU R tools for computation on batch systems

• rec: r-cran-bit64 [ia64 değil]

  A S3 Class for Vectors of 64bit Integers

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

  GNU R package for classification and regression training

• rec: r-cran-class [ia64 değil]

  GNU R package for classification

• rec: r-cran-clue [ia64 değil]

  GNU R cluster ensembles

• rec: r-cran-cluster [ia64 değil]

  GNU R package for cluster analysis by Rousseeuw et al

• rec: r-cran-cowplot [ia64 değil]

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

• rec: r-cran-e1071 [ia64 değil]

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

• rec: r-cran-earth [ia64 değil]

  GNU R multivariate adaptive regression splines

• rec: r-cran-emoa [ia64 değil]

  GNU R evolutionary multiobjective optimization algorithms

• rec: r-cran-fnn [ia64 değil]

  GNU R fast nearest neighbor search algorithms and applications

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

  GNU R forecasting functions for time series and linear models

• rec: r-cran-fpc [ia64 değil]

  GNU R flexible procedures for clustering

• rec: r-cran-gbm [ia64 değil]

  GNU R package providing Generalized Boosted Regression Models

• rec: r-cran-ggpubr [ia64 değil]

  GNU R ggplot2 based publication ready plots

• rec: r-cran-glmnet [ia64 değil]

  Lasso and Elastic-Net Regularized Generalized Linear Models

• rec: r-cran-hmisc [ia64 değil]

  GNU R miscellaneous functions by Frank Harrell

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

  GNU R iterated racing for automatic algorithm configuration

• rec: r-cran-kernlab [ia64 değil]

  GNU R package for kernel-based machine learning lab

• rec: r-cran-knitr [ia64 değil]

  GNU R package for dynamic report generation using Literate Programming

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

  Linter for R Code

• rec: r-cran-mass [ia64 değil]

  GNU R package of Venables and Ripley's MASS

• rec: r-cran-mda [ia64 değil]

  GNU R mixture and flexible discriminant analysis

• rec: r-cran-memoise [ia64 değil]

  Memoise functions

• rec: r-cran-mlbench

  GNU R Machine Learning Benchmark Problems

• rec: r-cran-modeltools [ia64 değil]

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

• rec: r-cran-nnet [ia64 değil]

  GNU R package for feed-forward neural networks

• rec: r-cran-numderiv [ia64 değil]

  GNU R package for accurate numerical derivatives

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

  GNU R 'Pandoc' writer

• rec: r-cran-party [ia64 değil]

  GNU R laboratory for recursive partytioning

• rec: r-cran-pec [ia64 değil]

  GNU R Prediction Error Curves for risk prediction models in survival

• rec: r-cran-pls [ia64 değil]

  GNU R partial least squares and principal component regression

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

  GNU R package implementing the random forest classificator

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

  Fast Implementation of Random Forests

• rec: r-cran-rappdirs [ia64 değil]

  GNU R application directories

• rec: r-cran-rex [ia64 değil]

  GNU R friendly regular expressions

• rec: r-cran-rgenoud [ia64 değil]

  R Version of GENetic Optimization Using Derivatives

• rec: r-cran-rmarkdown [ia64 değil]

  convert R markdown documents into a variety of formats

• rec: r-cran-rmpi [ia64 değil]

  GNU R package interfacing MPI libraries for distributed computing

• rec: r-cran-rocr [ia64 değil]

  GNU R package to prepare and display ROC curves

• rec: r-cran-rpart [ia64 değil]

  GNU R package for recursive partitioning and regression trees

• rec: r-cran-sf [ia64 değil]

  Simple Features for R

• rec: r-cran-svglite [ia64 değil]

  GNU R 'SVG' graphics device

• rec: r-cran-testthat

  GNU R testsuite

• rec: r-cran-tgp [ia64 değil]

  GNU R Bayesian treed Gaussian process models

• rec: r-cran-th.data [ia64 değil]

  GNU R package for datasets by Torsten Hothorn

• rec: r-cran-tidyr [ia64 değil]

  GNU R package to easily tidy data

• rec: r-cran-vdiffr [ia64 değil]

  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 indir

Tüm mevcut mimariler için indir

Mimari	Sürüm	Paket Boyutu	Kurulu Boyut	Dosyalar
alpha (resmi olmayan port)	2.19.2+dfsg-1	4.854,4 kB	5.999,0 kB	[dosya listesi]
amd64	2.19.2+dfsg-1	4.854,1 kB	5.947,0 kB	[dosya listesi]
arm64	2.19.2+dfsg-1	4.854,2 kB	5.999,0 kB	[dosya listesi]
armel	2.19.2+dfsg-1	4.855,2 kB	5.999,0 kB	[dosya listesi]
armhf	2.19.2+dfsg-1	4.854,0 kB	5.999,0 kB	[dosya listesi]
hppa (resmi olmayan port)	2.19.2+dfsg-1	4.853,6 kB	5.936,0 kB	[dosya listesi]
i386	2.19.2+dfsg-1	4.854,1 kB	5.947,0 kB	[dosya listesi]
ia64 (resmi olmayan port)	2.19.1+dfsg-1	4.819,1 kB	5.919,0 kB	[dosya listesi]
m68k (resmi olmayan port)	2.19.2+dfsg-1	4.855,1 kB	5.940,0 kB	[dosya listesi]
mips64el	2.19.2+dfsg-1	4.854,5 kB	6.000,0 kB	[dosya listesi]
ppc64 (resmi olmayan port)	2.19.2+dfsg-1	4.854,6 kB	6.000,0 kB	[dosya listesi]
ppc64el	2.19.2+dfsg-1	4.854,5 kB	5.999,0 kB	[dosya listesi]
riscv64	2.19.2+dfsg-1	4.853,9 kB	5.939,0 kB	[dosya listesi]
s390x	2.19.2+dfsg-1	4.854,1 kB	5.939,0 kB	[dosya listesi]
sh4 (resmi olmayan port)	2.19.2+dfsg-1	4.855,4 kB	5.996,0 kB	[dosya listesi]
sparc64 (resmi olmayan port)	2.19.2+dfsg-1	4.854,5 kB	6.960,0 kB	[dosya listesi]
x32 (resmi olmayan port)	2.19.2+dfsg-1	4.852,1 kB	5.944,0 kB	[dosya listesi]