Balík: r-cran-mlr (2.13-1)

[ Zdroj: 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.

Ostatné balíky súvisiace s balíkom r-cran-mlr

• dep: libc6 (>= 2.1.3)

  knižnica GNU C - zdieľané knižnice
  tiež virtuálny balík poskytovaný balíkom libc6-udeb

• dep: r-api-3.5

  virtuálny balík poskytovaný balíkom r-base-core

• dep: r-base-core (>= 3.5.1-1)

  jadro GNU R na štatistické výpočty a grafický systém

• 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 - rozšírenie Data.frame

• dep: r-cran-ggplot2

  implementácia Gramatiky grafiky

• 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 - spracovanie reťazcov znakov

• dep: r-cran-survival

  balík GNU R na analýzu prežitia

• 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

  balík GNU R na klasifikáciu

• sug: r-cran-cluster

  balík GNU R na klastrovú analýzu, ktorý napísali Rousseeuw et al

• sug: r-cran-e1071

  balík GNU R s rôznymi funkciami Ústavu štatistiky (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

  rozličné funkcie pre GNU R, ktoré napísal 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

  balík GNU R na dynamickú tvorbu zostáv pomocou Literate Programming

• sug: r-cran-mass

  balík MASS pre GNU R od Venable a 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

  balík GNU R pre dopredné neurónové siete

• 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 package implementing the random forest classificator

• 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

  balík GNU R na rekurzívne rozhodovacie a regresné stromy

• 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

  balík GNU R dátový sád (Torsten Hothorn)

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