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 Open-Source ultimaker ultimaker (Ultimaker) / debian-backup Project
A certifiably-awesome open-source package repository curated by Ultimaker, hosted by Cloudsmith.
Note: Packages in this repository are licensed as GNU General Public License v3.0 or later (dependencies may be licensed differently).

Debian logo r-cran-mlr  2.13-1

One-liner (summary)

Machine learning in GNU R

Description

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.

License

Unknown

Size

4.6 MB

Downloads

0

Status  Completed
Checksum (MD5) b62bbc5d9279e6c8c69521c63e8d7f03
Checksum (SHA-1) 22e5ca5aea0f6a687433cb23f98e2dff20399479
Checksum (SHA-256) fd8b431d1206e816240fd01e3e06c782f3b834a580f060da392fbeca5fe04be0
Checksum (SHA-512) 625347162d6936ff1c3391da970c8e51732245ce8e57963fecc90a3ff6d0ae1a78…
GPG Signature
GPG Fingerprint c0a114330029b468b1146f70c334efcb2c4f9be3
Distribution debian/buster - Debian - 10 (Buster)
Storage Region  Dublin, Ireland
Type  Binary (contains binaries and binary artifacts)
Uploaded At 5 months, 2 weeks ago
Uploaded By alex-borro
Slug Id r-cran-mlr_213-1_armhfdeb-xty0
Unique Id pCmsozA66VJD
Version (Raw) 2.13-1
Version (Parsed)
  • Major: 2
  • Minor: 13
  • Pre (Str): (empty)
  • Pre (Num Array): 1
  • Type: SemVer (Compat)
  extended metadata
Homepage https://cran.r-project.org/package=mlr
Installed Size 5.4 MB
Maintainer Debian R Packages Maintainers <r-pkg-team@alioth-lists.debian.net>
Priority optional
Section gnu-r
pkg r-cran-mlr_2.13-1_armhf.deb 0
4.6 MB
md5 sha1 sha256 sha512
Package Contents (r-cran-mlr_2.13-1_armhf.deb)
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This package has 390 files/directories.

Dependencies

46

Checksum (md5)

82827adf623c28b4c359454adf5bdab9

Depends
libc6 >=2.4
Depends
r-api-3.5
Depends
r-base-core >=3.5.1-1
Depends
r-cran-backports >=1.1.0
Depends
r-cran-bbmisc >=1.11
Depends
r-cran-checkmate >=1.8.2
Depends
r-cran-data.table
Depends
r-cran-ggplot2
Depends
r-cran-parallelmap >=1.3
Depends
r-cran-paramhelpers >=1.10
Depends
r-cran-stringi
Depends
r-cran-survival
Depends
r-cran-xml
Suggests
r-cran-batchtools
Suggests
r-cran-caret >=6.0-57
Suggests
r-cran-class
Suggests
r-cran-cluster
Suggests
r-cran-e1071
Suggests
r-cran-earth
Suggests
r-cran-emoa
Suggests
r-cran-fpc
Suggests
r-cran-gbm
Suggests
r-cran-glmnet
Suggests
r-cran-hmisc
Suggests
r-cran-irace >=2.0
Suggests
r-cran-kernlab
Suggests
r-cran-knitr
Suggests
r-cran-mass
Suggests
r-cran-mda
Suggests
r-cran-mlbench
Suggests
r-cran-modeltools
Suggests
r-cran-nnet
Suggests
r-cran-numderiv
Suggests
r-cran-pls
Suggests
r-cran-purrr
Suggests
r-cran-randomforest
Suggests
r-cran-ranger >=0.8.0
Suggests
r-cran-rgenoud
Suggests
r-cran-rmarkdown
Suggests
r-cran-rocr
Suggests
r-cran-rpart
Suggests
r-cran-sf
Suggests
r-cran-svglite
Suggests
r-cran-testthat
Suggests
r-cran-tgp
Suggests
r-cran-th.data
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You can embed a badge in another website that shows this or the latest version of this package.

To embed the badge for this specific package version, use the following:

[![This version of 'r-cran-mlr' @ Cloudsmith](https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/r-cran-mlr/2.13-1/a=armhf;xc=main;d=debian%252Fbuster;t=binary/?render=true)](https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/r-cran-mlr/2.13-1/a=armhf;xc=main;d=debian%252Fbuster;t=binary/)
|This version of 'r-cran-mlr' @ Cloudsmith|
.. |This version of 'r-cran-mlr' @ Cloudsmith| image:: https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/r-cran-mlr/2.13-1/a=armhf;xc=main;d=debian%252Fbuster;t=binary/?render=true
   :target: https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/r-cran-mlr/2.13-1/a=armhf;xc=main;d=debian%252Fbuster;t=binary/
image::https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/r-cran-mlr/2.13-1/a=armhf;xc=main;d=debian%252Fbuster;t=binary/?render=true[link="https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/r-cran-mlr/2.13-1/a=armhf;xc=main;d=debian%252Fbuster;t=binary/",title="This version of 'r-cran-mlr' @ Cloudsmith"]
<a href="https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/r-cran-mlr/2.13-1/a=armhf;xc=main;d=debian%252Fbuster;t=binary/"><img src="https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/r-cran-mlr/2.13-1/a=armhf;xc=main;d=debian%252Fbuster;t=binary/?render=true" alt="This version of 'r-cran-mlr' @ Cloudsmith" /></a>

rendered as: This version of 'r-cran-mlr' @ Cloudsmith

To embed the badge for the latest package version, use the following:

[![Latest version of 'r-cran-mlr' @ Cloudsmith](https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/r-cran-mlr/latest/a=armhf;xc=main;d=debian%252Fbuster;t=binary/?render=true&show_latest=true)](https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/r-cran-mlr/latest/a=armhf;xc=main;d=debian%252Fbuster;t=binary/)
|Latest version of 'r-cran-mlr' @ Cloudsmith|
.. |Latest version of 'r-cran-mlr' @ Cloudsmith| image:: https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/r-cran-mlr/latest/a=armhf;xc=main;d=debian%252Fbuster;t=binary/?render=true&show_latest=true
   :target: https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/r-cran-mlr/latest/a=armhf;xc=main;d=debian%252Fbuster;t=binary/
image::https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/r-cran-mlr/latest/a=armhf;xc=main;d=debian%252Fbuster;t=binary/?render=true&show_latest=true[link="https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/r-cran-mlr/latest/a=armhf;xc=main;d=debian%252Fbuster;t=binary/",title="Latest version of 'r-cran-mlr' @ Cloudsmith"]
<a href="https://cloudsmith.io/~ultimaker/repos/debian-backup/packages/detail/deb/r-cran-mlr/latest/a=armhf;xc=main;d=debian%252Fbuster;t=binary/"><img src="https://api.cloudsmith.com/v1/badges/version/ultimaker/debian-backup/deb/r-cran-mlr/latest/a=armhf;xc=main;d=debian%252Fbuster;t=binary/?render=true&show_latest=true" alt="Latest version of 'r-cran-mlr' @ Cloudsmith" /></a>

rendered as: Latest version of 'r-cran-mlr' @ Cloudsmith

These instructions assume you have setup the repository first (or read it).

To install/use r-cran-mlr @ version 2.13-1 ...

To install packages, you can quickly setup the repository automatically (recommended):

curl -1sLf \
  'https://dl.cloudsmith.io/public/ultimaker/debian-backup/setup.deb.sh' \
  | sudo -E bash

If you need to force a specific distribution, release/version, architecture, or component (if supported), you can also do that (e.g. if your system is compatible but not identical):

curl -1sLf \
  'https://dl.cloudsmith.io/public/ultimaker/debian-backup/setup.deb.sh' \
  | sudo -E distro=debian codename=buster arch=ARCH component=COMPONENT bash

or ... you can manually configure it yourself before installing packages:

apt-get install -y debian-keyring  # debian only
apt-get install -y debian-archive-keyring  # debian only
apt-get install -y apt-transport-https
# For Debian Stretch, Ubuntu 16.04 and later
keyring_location=/usr/share/keyrings/ultimaker-debian-backup-archive-keyring.gpg
# For Debian Jessie, Ubuntu 15.10 and earlier
keyring_location=/etc/apt/trusted.gpg.d/ultimaker-debian-backup.gpg
curl -1sLf 'https://dl.cloudsmith.io/public/ultimaker/debian-backup/gpg.C334EFCB2C4F9BE3.key' |  gpg --dearmor >> ${keyring_location}
curl -1sLf 'https://dl.cloudsmith.io/public/ultimaker/debian-backup/config.deb.txt?distro=debian&codename=buster&component=main' > /etc/apt/sources.list.d/ultimaker-debian-backup.list
sudo chmod 644 ${keyring_location}
sudo chmod 644 /etc/apt/sources.list.d/ultimaker-debian-backup.list
apt-get update
sudo apt-get install r-cran-mlr=2.13-1
Warning: Note that this package is for Debian 10 (Buster) / armhf and may only work for that configuration.
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