gnu: Add r-mlr.
* gnu/packages/cran.scm (r-mlr): New variable.
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@ -35250,6 +35250,62 @@ well as email and push notifications.")
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\"Discovering Motifs in Ranked Lists of DNA Sequences\" by Eran Eden.")
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(license license:gpl2)))
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(define-public r-mlr
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(package
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(name "r-mlr")
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(version "2.19.1")
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(source (origin
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(method url-fetch)
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(uri (cran-uri "mlr" version))
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(sha256
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(base32
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"00jjhvaqifj6glqsyzixlp56bvlch5smck8kk3klcmwx9pasyllx"))))
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(properties `((upstream-name . "mlr")))
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(build-system r-build-system)
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(inputs (list gdal
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geos
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glu
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gmp
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gsl
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jags
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mpfr
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openmpi
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proj
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udunits))
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(propagated-inputs (list r-backports
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r-bbmisc
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r-checkmate
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r-data-table
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r-ggplot2
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r-parallelmap
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r-paramhelpers
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r-stringi
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r-survival
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r-xml))
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(native-inputs (list r-knitr))
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(home-page "https://mlr.mlr-org.com")
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(synopsis "Machine learning in R")
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(description
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"This package provides an interface to a large number of classification
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and regression techniques. These techniques include machine-readable
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parameter descriptions. There is also an experimental extension for survival
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analysis, clustering and general, example-specific cost-sensitive learning.
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Also included:
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@itemize
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@item Generic resampling, including cross-validation, bootstrapping and
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subsampling;
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@item Hyperparameter tuning with modern optimization techniques, for single-
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and multi-objective problems;
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@item Filter and wrapper methods for feature selection;
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@item Extension of basic learners with additional operations common in machine
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learning, also allowing for easy nested resampling.
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@end itemize
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Most operations can be parallelized.")
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(license license:bsd-2)))
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(define-public r-mlr3measures
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(package
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(name "r-mlr3measures")
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