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FeatureExtraction

Generating Features for a Cohort

v3.14.0 · Jun 26, 2026 · Apache License 2.0

Description

An R interface for generating features for a cohort using data in the Common Data Model. Features can be constructed using default or custom made feature definitions. Furthermore it's possible to aggregate features and get the summary statistics.

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CRAN Check Status

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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
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 History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Packages required but not available: 'DatabaseConnector', 'Andromeda'

Package suggested but not available for checking: ‘Eunomia’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 24, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE May 17, 2026
ERROR r-release-linux-x86_64

package dependencies

Package required but not available: ‘Andromeda’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 15, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE May 13, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘Andromeda’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 6, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 3, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Packages required but not available:
  'DatabaseConnector', 'rJava', 'SqlRender'

Package suggested but not available for checking: ‘Eunomia’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (4)

depends

Dependency Network

Dependencies Reverse dependencies DatabaseConnector Andromeda (>= 1.0.0) dplyr rJava jsonlite SqlRender ParallelLogger cli pillar readr rlang RSQLite DBI checkmate vroom CohortMethod Characterization PatientLevelPrediction OdysseusCharacterizationModule FeatureExtraction

Version History

13 tracked
updated 3.14.0 ← 3.13.0 diff Jun 26, 2026
new 3.13.0 Mar 10, 2026
updated 3.13.0 ← 3.12.0 diff Mar 5, 2026
updated 3.12.0 ← 3.11.0 diff Oct 27, 2025
updated 3.11.0 ← 3.10.0 diff Aug 31, 2025
updated 3.10.0 ← 3.9.0 diff May 7, 2025
updated 3.9.0 ← 3.8.0 diff Apr 19, 2025
updated 3.8.0 ← 3.7.2 diff Mar 18, 2025
updated 3.7.2 ← 3.7.1 diff Oct 17, 2024
updated 3.7.1 ← 3.7.0 diff Sep 11, 2024
updated 3.7.0 ← 3.6.0 diff Sep 2, 2024
updated 3.6.0 ← 3.5.2 diff Jul 14, 2024
new 3.5.2 Apr 30, 2024