AdaSampling
Adaptive Sampling for Positive Unlabeled and Label Noise Learning
Description
Implements the adaptive sampling procedure, a framework for both positive unlabeled learning and learning with class label noise. Yang, P., Ormerod, J., Liu, W., Ma, C., Zomaya, A., Yang, J. (2018) <doi:10.1109/TCYB.2018.2816984>.
Downloads
336
Last 30 days
12683rd
816
Last 90 days
3.6K
Last year
Trend: +55.6% (30d vs prior 30d)
0
Last 30 days
29
Last 90 days
118
Last year
Trend: -100% (30d vs prior 30d)
12
Last 7 days
49
Last 30 days
0
All-time
autoCRAN-only: this name is served only by autoCRAN, so the count is exact.
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: ‘Pengyi Yang <yangpy7@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Pengyi",
family = "Yang",
role = c("aut", "cre"),
email = "yangpy7@gmail.com")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Pengyi Yang <yangpy7@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Pengyi",
family = "Yang",
role = c("aut", "cre"),
email = "yangpy7@gmail.com")
as necessary.
Check History
NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
CRAN incoming feasibility
Maintainer: ‘Pengyi Yang <yangpy7@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Pengyi",
family = "Yang",
role = c("aut", "cre"),
email = "yangpy7@gmail.com")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Pengyi Yang <yangpy7@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Pengyi",
family = "Yang",
role = c("aut", "cre"),
email = "yangpy7@gmail.com")
as necessary.
ERROR 11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
CRAN incoming feasibility
Maintainer: ‘Pengyi Yang <yangpy7@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Pengyi",
family = "Yang",
role = c("aut", "cre"),
email = "yangpy7@gmail.com")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Pengyi Yang <yangpy7@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Pengyi",
family = "Yang",
role = c("aut", "cre"),
email = "yangpy7@gmail.com")
as necessary.
NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 2, 2026
CRAN incoming feasibility
Maintainer: ‘Pengyi Yang <yangpy7@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Pengyi",
family = "Yang",
role = c("aut", "cre"),
email = "yangpy7@gmail.com")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Pengyi Yang <yangpy7@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Pengyi",
family = "Yang",
role = c("aut", "cre"),
email = "yangpy7@gmail.com")
as necessary.
ERROR 9 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 25, 2026
CRAN incoming feasibility
Maintainer: ‘Pengyi Yang <yangpy7@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Pengyi",
family = "Yang",
role = c("aut", "cre"),
email = "yangpy7@gmail.com")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Pengyi Yang <yangpy7@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Pengyi",
family = "Yang",
role = c("aut", "cre"),
email = "yangpy7@gmail.com")
as necessary.
package dependencies
Package required but not available: ‘caret’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Pengyi Yang <yangpy7@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Pengyi",
family = "Yang",
role = c("aut", "cre"),
email = "yangpy7@gmail.com")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Pengyi Yang <yangpy7@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Pengyi",
family = "Yang",
role = c("aut", "cre"),
email = "yangpy7@gmail.com")
as necessary.
Code
Structure
Lines of code
925
Files
20
Compiled share
0%
Has compiled src
No
Language breakdown
API
Exported functions
4
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
50%
\dontrun example ratio
0%
Roxygen coverage
100%
Has pkgdown
No
NEWS present
No
Health & Security signals
Informational signals; not verdicts.
on.exit coverage
–
Unsafe pattern score
0
Dep constraint coverage
60%
Secret pattern count
0
Bundled 3rd-party code
2 items
Portability & License
Min R version
3.4.0
System requirements
–
C++ standard
–
License
GPL-3
License flags
SPDX valid, OSI approved
History
Versions
3
First release
2018-06-04
Latest release
2019-05-21
Avg cadence
176 days
Cold removal rate
–
Dep drift
0
LOC over versions
Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.