Пакунок: r-cran-mlr (2.19.1+dfsg-1)

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Homepage [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.

Інші пакунки пов'язані з r-cran-mlr

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suggests

enhances

dep: r-api-4.0

virtual package provided by 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)

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dep: r-cran-data.table (>= 1.12.4)

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dep: r-cran-ggplot2

implementation of the Grammar of Graphics
dep: r-cran-parallelmap (>= 1.3)

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dep: r-cran-paramhelpers (>= 1.10)

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dep: r-cran-stringi

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dep: r-cran-survival

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dep: r-cran-xml

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rec: r-cran-mlbench

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rec: r-cran-testthat

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sug: r-cran-batchtools

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sug: r-cran-emoa

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sug: r-cran-forecast (>= 8.3)

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sug: r-cran-ggpubr

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Архітектура	Розмір пакунка	Розмір після встановлення	Файли
i386	4,815.2 kB	5,925.0 kB	[список файлів]