shinyML
Compare Supervised Machine Learning Models Using Shiny App
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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100
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CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| 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)
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.
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.
Check History
NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
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.
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 11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
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.
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 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 8, 2026
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.
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.
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
ERROR 8 OK · 5 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 7, 2026
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.
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.
whether package can be installed
Installation failed. See ‘/data/gannet/ripley/R/packages/tests-devel/shinyML.Rcheck/00install.out’ for details.
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
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.
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.
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
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
API
Exported functions
2
Internal functions
0
Recent export changes
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
Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.