Paket: r-cran-mlr (2.19.2+dfsg-1 und andere)

[ Quellcode: 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 Pakete mit Bezug zu r-cran-mlr

• dep: r-api-4.0

  virtuelles Paket, bereitgestellt durch r-base-core

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

  GNU R - System für statistische Berechnungen und Grafik - Kern

• 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 - Erweiterung von data.frame()

• dep: r-cran-ggplot2

  Implementierung der »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-Verarbeitungsfunktionen für Strings

• dep: r-cran-survival

  GNU-R-Paket für Ereigniszeitanalysen

• dep: r-cran-xml

  GNU R package for XML parsing and generation

• rec: r-cran-batchtools [nicht ia64]

  GNU R tools for computation on batch systems

• rec: r-cran-bit64 [nicht ia64]

  A S3 Class for Vectors of 64bit Integers

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

  GNU R package for classification and regression training

• rec: r-cran-class [nicht ia64]

  GNU-R-Paket zur Klassifizierung

• rec: r-cran-clue [nicht ia64]

  GNU R cluster ensembles

• rec: r-cran-cluster [nicht ia64]

  GNU-R-Paket zur Cluster-Analyse von Rousseeuw et al

• rec: r-cran-cowplot [nicht ia64]

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

• rec: r-cran-e1071 [nicht ia64]

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

• rec: r-cran-earth [nicht ia64]

  GNU R multivariate adaptive regression splines

• rec: r-cran-emoa [nicht ia64]

  GNU R evolutionary multiobjective optimization algorithms

• rec: r-cran-fnn [nicht ia64]

  GNU R fast nearest neighbor search algorithms and applications

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

  GNU R forecasting functions for time series and linear models

• rec: r-cran-fpc [nicht ia64]

  GNU R flexible procedures for clustering

• rec: r-cran-gbm [nicht ia64]

  GNU R package providing Generalized Boosted Regression Models

• rec: r-cran-ggpubr [nicht ia64]

  GNU R ggplot2 based publication ready plots

• rec: r-cran-glmnet [nicht ia64]

  Lasso and Elastic-Net Regularized Generalized Linear Models

• rec: r-cran-hmisc [nicht ia64]

  Verschiedene Funktionen für GNU R von Frank Harrell

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

  GNU R iterated racing for automatic algorithm configuration

• rec: r-cran-kernlab [nicht ia64]

  GNU R: kernel-basiertes Lab für maschinelles Lernen

• rec: r-cran-knitr [nicht ia64]

  GNU R package for dynamic report generation using Literate Programming

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

  Linter for R Code

• rec: r-cran-mass [nicht ia64]

  GNU-R-Paket für MASS von Venables und Ripley

• rec: r-cran-mda [nicht ia64]

  GNU R mixture and flexible discriminant analysis

• rec: r-cran-memoise [nicht ia64]

  Memoise functions

• rec: r-cran-mlbench

  GNU R Machine Learning Benchmark Problems

• rec: r-cran-modeltools [nicht ia64]

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

• rec: r-cran-nnet [nicht ia64]

  GNU-R-Paket für neuronale Feed-Forward-Netze

• rec: r-cran-numderiv [nicht ia64]

  GNU R package for accurate numerical derivatives

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

  GNU R 'Pandoc' writer

• rec: r-cran-party [nicht ia64]

  GNU R laboratory for recursive partytioning

• rec: r-cran-pec [nicht ia64]

  GNU R Prediction Error Curves for risk prediction models in survival

• rec: r-cran-pls [nicht ia64]

  GNU R partial least squares and principal component regression

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

  GNU-R-Paket, das den Klassifikator Random Forest implementiert

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

  Fast Implementation of Random Forests

• rec: r-cran-rappdirs [nicht ia64]

  GNU R application directories

• rec: r-cran-rex [nicht ia64]

  GNU R friendly regular expressions

• rec: r-cran-rgenoud [nicht ia64]

  R Version of GENetic Optimization Using Derivatives

• rec: r-cran-rmarkdown [nicht ia64]

  Konvertierung von R-Markdown-Dokumenten in verschiedene Formate

• rec: r-cran-rmpi [nicht ia64]

  GNU R package interfacing MPI libraries for distributed computing

• rec: r-cran-rocr [nicht ia64]

  GNU R package to prepare and display ROC curves

• rec: r-cran-rpart [nicht ia64]

  GNU-R-Paket für rekursive Partionierung und Regressionsbäume

• rec: r-cran-sf [nicht ia64]

  Simple Features for R

• rec: r-cran-svglite [nicht ia64]

  GNU R 'SVG' graphics device

• rec: r-cran-testthat

  GNU R testsuite

• rec: r-cran-tgp [nicht ia64]

  GNU R Bayesian treed Gaussian process models

• rec: r-cran-th.data [nicht ia64]

  GNU R package for datasets by Torsten Hothorn

• rec: r-cran-tidyr [nicht ia64]

  GNU R package to easily tidy data

• rec: r-cran-vdiffr [nicht 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-Paket zur Klassifizierung

• sug: r-cran-clue

  GNU R cluster ensembles

• sug: r-cran-cluster

  GNU-R-Paket zur Cluster-Analyse von 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

  Verschiedene Funktionen für GNU R von Frank Harrell

• sug: r-cran-irace (>= 2.0)

  GNU R iterated racing for automatic algorithm configuration

• sug: r-cran-kernlab

  GNU R: kernel-basiertes Lab für maschinelles Lernen

• 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-Paket für MASS von Venables und Ripley

• 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-Paket für neuronale Feed-Forward-Netze

• 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-Paket, das den Klassifikator Random Forest implementiert

• 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

  Konvertierung von R-Markdown-Dokumenten in verschiedene Formate

• 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-Paket für rekursive Partionierung und Regressionsbäume

• 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 herunterladen

Download für alle verfügbaren Architekturen

Architektur	Version	Paketgröße	Größe (installiert)	Dateien
alpha (inoffizielle Portierung)	2.19.2+dfsg-1	4.854,4 kB	5.999,0 kB	[Liste der Dateien]
amd64	2.19.2+dfsg-1	4.854,1 kB	5.947,0 kB	[Liste der Dateien]
arm64	2.19.2+dfsg-1	4.854,2 kB	5.999,0 kB	[Liste der Dateien]
armel	2.19.2+dfsg-1	4.855,2 kB	5.999,0 kB	[Liste der Dateien]
armhf	2.19.2+dfsg-1	4.854,0 kB	5.999,0 kB	[Liste der Dateien]
hppa (inoffizielle Portierung)	2.19.2+dfsg-1+b1	4.854,6 kB	5.940,0 kB	[Liste der Dateien]
i386	2.19.2+dfsg-1	4.854,1 kB	5.947,0 kB	[Liste der Dateien]
ia64 (inoffizielle Portierung)	2.19.1+dfsg-1	4.819,1 kB	5.919,0 kB	[Liste der Dateien]
loong64 (inoffizielle Portierung)	2.19.2+dfsg-1	4.854,0 kB	5.996,0 kB	[Liste der Dateien]
m68k (inoffizielle Portierung)	2.19.2+dfsg-1	4.855,1 kB	5.940,0 kB	[Liste der Dateien]
mips64el	2.19.2+dfsg-1	4.854,5 kB	6.000,0 kB	[Liste der Dateien]
ppc64 (inoffizielle Portierung)	2.19.2+dfsg-1	4.854,6 kB	6.000,0 kB	[Liste der Dateien]
ppc64el	2.19.2+dfsg-1	4.854,5 kB	5.999,0 kB	[Liste der Dateien]
riscv64	2.19.2+dfsg-1	4.853,9 kB	5.939,0 kB	[Liste der Dateien]
s390x	2.19.2+dfsg-1	4.854,1 kB	5.939,0 kB	[Liste der Dateien]
sh4 (inoffizielle Portierung)	2.19.2+dfsg-1	4.855,4 kB	5.996,0 kB	[Liste der Dateien]
sparc64 (inoffizielle Portierung)	2.19.2+dfsg-1	4.854,5 kB	6.960,0 kB	[Liste der Dateien]
x32 (inoffizielle Portierung)	2.19.2+dfsg-1	4.852,1 kB	5.944,0 kB	[Liste der Dateien]