套件：r-cran-mlr（2.19.1+dfsg-1）

r-cran-mlr 的相關連結

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外部的資源：

主頁 [cran.r-project.org]

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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.

其他與 r-cran-mlr 有關的套件

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dep: r-api-4.0

本虛擬套件由這些套件填實： r-base-core
dep: r-base-core (>= 4.2.1-2)

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-mlbench

GNU R Machine Learning Benchmark Problems
rec: r-cran-testthat

GNU R testsuite

sug: r-cran-batchtools

GNU R tools for computation on batch systems
sug: r-cran-bit64

GNU R 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

下載 r-cran-mlr

下載可用於所有硬體架構的
硬體架構	套件大小	安裝後大小	檔案
amd64	4，816。8 kB	5，925。0 kB	[檔案列表]
arm64	4，817。0 kB	5，977。0 kB	[檔案列表]
armel	4，816。6 kB	5，977。0 kB	[檔案列表]
armhf	4，815。0 kB	5，977。0 kB	[檔案列表]
i386	4，815。2 kB	5，925。0 kB	[檔案列表]
mips64el	4，817。1 kB	5，977。0 kB	[檔案列表]
mipsel	4，816。7 kB	5，977。0 kB	[檔案列表]
ppc64el	4，815。2 kB	5，977。0 kB	[檔案列表]
s390x	4，813。7 kB	5，917。0 kB	[檔案列表]