Pakiet: r-cran-mlr (2.13-1)

[ Pakiet źródłowy: 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.

Inne pakiety związane z r-cran-mlr

• dep: libc6 (>= 2.1.3) [i386]

  Biblioteka GNU C: biblioteki współdzielone
  również pakiet wirtualny udostępniany przez libc6-udeb

  dep: libc6 (>= 2.17) [arm64]

  dep: libc6 (>= 2.2.5) [amd64]

  dep: libc6 (>= 2.4) [armhf]

• dep: r-api-3.5

  pakiet wirtualny udostępniany przez r-base-core

• dep: r-base-core (>= 3.5.1-1)

  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

  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

• sug: r-cran-batchtools

  GNU R tools for computation on batch systems

• sug: r-cran-caret (>= 6.0-57)

  GNU R package for classification and regression training

• sug: r-cran-class

  Pakiet GNU R do klasyfikacji

• sug: r-cran-cluster

  GNU R package for cluster analysis by Rousseeuw et al

• 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-fpc

  GNU R flexible procedures for clustering

• sug: r-cran-gbm

  GNU R package providing Generalized Boosted Regression Models

• 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-mass

  GNU R package of Venables and Ripley's MASS

• sug: r-cran-mda

  GNU R mixture and flexible discriminant analysis

• sug: r-cran-mlbench

  GNU R Machine Learning Benchmark Problems

• 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-pls

  GNU R partial least squares and principal component regression

• sug: r-cran-purrr

  GNU R functional programming tools

• sug: r-cran-randomforest

  Pakiet GNU R implementujący klasyfikator lasów losowych

• sug: r-cran-ranger (>= 0.8.0)

  Fast Implementation of Random Forests

• 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-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-testthat

  GNU R testsuite

• sug: r-cran-tgp

  GNU R Bayesian treed Gaussian process models

• sug: r-cran-th.data

  Pakiet GNU R do zestawów danych napisanych przez Torstena Hothorna

Pobieranie r-cran-mlr

Pobierz dla wszystkich dostępnych architektur

Architektura	Rozmiar pakietu	Rozmiar po instalacji	Pliki
amd64	4 698,7 KiB	5 516,0 KiB	[lista plików]
arm64	4 698,1 KiB	5 520,0 KiB	[lista plików]
armhf	4 697,8 KiB	5 515,0 KiB	[lista plików]
i386	4 698,5 KiB	5 523,0 KiB	[lista plików]