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shinyML

Compare Supervised Machine Learning Models Using Shiny App

v1.0.1 · Feb 24, 2021 · GPL-3

Description

Implementation of a shiny app to easily compare supervised machine learning model performances. You provide the data and configure each model parameter directly on the shiny app. Different supervised learning algorithms can be tested either on Spark or H2O frameworks to suit your regression and classification tasks. Implementation of available machine learning models on R has been done by Lantz (2013, ISBN:9781782162148).

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Last 30 days

25

Last 90 days

100

Last year

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CRAN Check Status

2 NOTE
11 OK
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (2 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jean Bertin <jean.bertin@mines-paris.org>’

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  Authors@R: person(given = "Jean",
                    family = "Bertin",
                    role = c("aut", "cre"),
                    email = "jean.bertin@mines-paris.org")
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NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jean Bertin <jean.bertin@mines-paris.org>’

No Authors@R field in DESCRIPTION.
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  Authors@R: person(given = "Jean",
                    family = "Bertin",
                    role = c("aut", "cre"),
                    email = "jean.bertin@mines-paris.org")
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Check History

NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jean Bertin <jean.bertin@mines-paris.org>’

No Authors@R field in DESCRIPTION.
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  Authors@R: person(given = "Jean",
                    family = "Bertin",
                    role = c("aut", "cre"),
                    email = "jean.bertin@mines-paris.org")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jean Bertin <jean.bertin@mines-paris.org>’

No Authors@R field in DESCRIPTION.
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  Authors@R: person(given = "Jean",
                    family = "Bertin",
                    role = c("aut", "cre"),
                    email = "jean.bertin@mines-paris.org")
as necessary.
ERROR 11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jean Bertin <jean.bertin@mines-paris.org>’

No Authors@R field in DESCRIPTION.
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  Authors@R: person(given = "Jean",
                    family = "Bertin",
                    role = c("aut", "cre"),
                    email = "jean.bertin@mines-paris.org")
as necessary.
ERROR r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jean Bertin <jean.bertin@mines-paris.org>’

No Authors@R field in DESCRIPTION.
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  Authors@R: person(given = "Jean",
                    family = "Bertin",
                    role = c("aut", "cre"),
                    email = "jean.bertin@mines-paris.org")
as necessary.
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 8, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jean Bertin <jean.bertin@mines-paris.org>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Jean",
                    family = "Bertin",
                    role = c("aut", "cre"),
                    email = "jean.bertin@mines-paris.org")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jean Bertin <jean.bertin@mines-paris.org>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Jean",
                    family = "Bertin",
                    role = c("aut", "cre"),
                    email = "jean.bertin@mines-paris.org")
as necessary.
NOTE r-oldrel-macos-arm64

LazyData

'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

'LazyData' is specified without a 'data' directory
ERROR 8 OK · 5 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 7, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jean Bertin <jean.bertin@mines-paris.org>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Jean",
                    family = "Bertin",
                    role = c("aut", "cre"),
                    email = "jean.bertin@mines-paris.org")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jean Bertin <jean.bertin@mines-paris.org>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Jean",
                    family = "Bertin",
                    role = c("aut", "cre"),
                    email = "jean.bertin@mines-paris.org")
as necessary.
ERROR r-devel-linux-x86_64-fedora-gcc

whether package can be installed

Installation failed.
See ‘/data/gannet/ripley/R/packages/tests-devel/shinyML.Rcheck/00install.out’ for details.
NOTE r-oldrel-macos-arm64

LazyData

'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

'LazyData' is specified without a 'data' directory
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jean Bertin <jean.bertin@mines-paris.org>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Jean",
                    family = "Bertin",
                    role = c("aut", "cre"),
                    email = "jean.bertin@mines-paris.org")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jean Bertin <jean.bertin@mines-paris.org>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Jean",
                    family = "Bertin",
                    role = c("aut", "cre"),
                    email = "jean.bertin@mines-paris.org")
as necessary.
NOTE r-oldrel-macos-arm64

LazyData

'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

'LazyData' is specified without a 'data' directory

Code

Structure

Lines of code

3,598

Files

10

Compiled share

0%

Has compiled src

No

Language breakdown

R 3,517 (97.7%)Docs 81 (2.3%)

API

Exported functions

2

Internal functions

0

Recent export changes

v1.0.0+2 shinyML_classification, shinyML_regression  −2 shiny_h2o, shiny_spark
v0.1.0+2 shiny_h2o, shiny_spark

Testing & CI

Has tests

No

Test-to-code ratio

0.00

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

0%

\dontrun example ratio

100%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

0%

Unsafe pattern score

231

Dep constraint coverage

5.9%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

System requirements

C++ standard

License

GPL-3

License flags

SPDX valid, OSI approved

History

Versions

5

First release

2019-07-30

Latest release

2021-02-24

Avg cadence

113 days

Cold removal rate

100%

Dep drift

8

LOC over versions

v0.1.0: 1,860 LOCv0.1.1: 1,884 LOCv0.2.0: 2,156 LOCv1.0.0: 3,631 LOCv1.0.1: 3,598 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Dependency Network

Dependencies Reverse dependencies dplyr data.table shiny argonDash argonR shinyjs h2o shinyWidgets dygraphs plotly sparklyr tidyr DT ggplot2 shinycssloaders +1 more dependencies shinyML

Version History

6 tracked
new 1.0.1 Mar 10, 2026
updated 1.0.1 ← 1.0.0 diff Feb 23, 2021
updated 1.0.0 ← 0.2.0 diff Oct 2, 2020
updated 0.2.0 ← 0.1.1 diff Oct 28, 2019
updated 0.1.1 ← 0.1.0 diff Aug 8, 2019
new 0.1.0 Jul 29, 2019