autoTS
Automatic Model Selection and Prediction for Univariate Time Series
v0.9.11
·
Jun 5, 2020
·
GPL-3
Description
Offers a set of functions to easily make predictions for univariate time series. 'autoTS' is a wrapper of existing functions of the 'forecast' and 'prophet' packages, harmonising their outputs in tidy dataframes and using default values for each. The core function getBestModel() allows the user to effortlessly benchmark seven algorithms along with a bagged estimator to identify which one performs the best for a given time series.
Downloads
281
Last 30 days
14332nd
780
Last 90 days
3.1K
Last year
Trend: +36.4% (30d vs prior 30d)
CRAN Check Status
4
NOTE
9
OK
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 | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| 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 (4 non-OK)
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Vivien Roussez <vivien.roussez@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Vivien",
family = "Roussez",
role = c("aut", "cre"),
email = "vivien.roussez@gmail.com")
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Vivien Roussez <vivien.roussez@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Vivien",
family = "Roussez",
role = c("aut", "cre"),
email = "vivien.roussez@gmail.com")
as necessary.
NOTE
r-devel-linux-x86_64-fedora-clang
dependencies in R code
Namespaces in Imports field not imported from: ‘plotly’ ‘shinycssloaders’ All declared Imports should be used.
NOTE
r-devel-linux-x86_64-fedora-gcc
dependencies in R code
Namespaces in Imports field not imported from: ‘plotly’ ‘shinycssloaders’ All declared Imports should be used.
Check History
NOTE 9 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Vivien Roussez <vivien.roussez@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Vivien",
family = "Roussez",
role = c("aut", "cre"),
email = "vivien.roussez@gmail.com")
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Vivien Roussez <vivien.roussez@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Vivien",
family = "Roussez",
role = c("aut", "cre"),
email = "vivien.roussez@gmail.com")
as necessary.
NOTE
r-devel-linux-x86_64-fedora-clang
dependencies in R code
Namespaces in Imports field not imported from: ‘plotly’ ‘shinycssloaders’ All declared Imports should be used.
NOTE
r-devel-linux-x86_64-fedora-gcc
dependencies in R code
Namespaces in Imports field not imported from: ‘plotly’ ‘shinycssloaders’ All declared Imports should be used.
ERROR 9 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Vivien Roussez <vivien.roussez@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Vivien",
family = "Roussez",
role = c("aut", "cre"),
email = "vivien.roussez@gmail.com")
as necessary.
ERROR
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Vivien Roussez <vivien.roussez@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Vivien",
family = "Roussez",
role = c("aut", "cre"),
email = "vivien.roussez@gmail.com")
as necessary.
NOTE
r-devel-linux-x86_64-fedora-clang
dependencies in R code
Namespaces in Imports field not imported from: ‘plotly’ ‘shinycssloaders’ All declared Imports should be used.
NOTE
r-devel-linux-x86_64-fedora-gcc
dependencies in R code
Namespaces in Imports field not imported from: ‘plotly’ ‘shinycssloaders’ All declared Imports should be used.
NOTE 7 OK · 7 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Vivien Roussez <vivien.roussez@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Vivien",
family = "Roussez",
role = c("aut", "cre"),
email = "vivien.roussez@gmail.com")
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Vivien Roussez <vivien.roussez@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Vivien",
family = "Roussez",
role = c("aut", "cre"),
email = "vivien.roussez@gmail.com")
as necessary.
NOTE
r-devel-linux-x86_64-fedora-clang
dependencies in R code
Namespaces in Imports field not imported from: ‘plotly’ ‘shinycssloaders’ All declared Imports should be used.
NOTE
r-devel-linux-x86_64-fedora-gcc
dependencies in R code
Namespaces in Imports field not imported from: ‘plotly’ ‘shinycssloaders’ All declared Imports should be used.
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