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

[ 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: libc6 (>= 2.1.3)

  GNU-C-Bibliothek: Laufzeitbibliotheken
  auch ein virtuelles Paket, bereitgestellt durch libc6-udeb

• dep: r-api-3.5

  virtuelles Paket, bereitgestellt durch r-base-core

• dep: r-base-core (>= 3.5.1-1)

  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

  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

• 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

  GNU-R-Paket zur Klassifizierung

• sug: r-cran-cluster

  GNU-R-Paket zur Cluster-Analyse von 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

  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-mass

  GNU-R-Paket für MASS von Venables und Ripley

• 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-Paket für neuronale Feed-Forward-Netze

• 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

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

• 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

  Konvertierung von R-Markdown-Dokumenten in verschiedene Formate

• 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-testthat

  GNU R testsuite

• sug: r-cran-tgp

  GNU R Bayesian treed Gaussian process models

• sug: r-cran-th.data

  GNU R package for datasets by Torsten Hothorn

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Architektur	Paketgröße	Größe (installiert)	Dateien
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