Pakket: r-cran-mlr (2.18.0+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.

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dep: r-api-4.0

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dep: r-base-core (>= 4.0.2.20201005-1)

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dep: r-cran-backports (>= 1.1.0)

reimplementation of functions introduced since R-3.0.0
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dep: r-cran-survival

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rec: r-cran-mlbench

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sug: r-cran-batchtools

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r-cran-mlr downloaden

Pakket downloaden voor alle beschikbare platforms
Platform	Pakketgrootte	Geïnstalleerde grootte	Bestanden
amd64	4.850,8 kB	5.760,0 kB	[overzicht]
arm64	4.851,9 kB	5.752,0 kB	[overzicht]
armel	4.853,0 kB	5.756,0 kB	[overzicht]
armhf	4.849,8 kB	5.752,0 kB	[overzicht]
i386	4.851,2 kB	5.760,0 kB	[overzicht]
mips64el	4.851,9 kB	5.753,0 kB	[overzicht]
mipsel	4.849,4 kB	5.752,0 kB	[overzicht]
ppc64el	4.852,1 kB	5.811,0 kB	[overzicht]
s390x	4.851,9 kB	5.752,0 kB	[overzicht]