familiar
End-to-End Automated Machine Learning and Model Evaluation
Description
Single unified interface for end-to-end modelling of regression, categorical and time-to-event (survival) outcomes. Models created using familiar are self-containing, and their use does not require additional information such as baseline survival, feature clustering, or feature transformation and normalisation parameters. Model performance, calibration, risk group stratification, (permutation) variable importance, individual conditional expectation, partial dependence, and more, are assessed automatically as part of the evaluation process and exported in tabular format and plotted, and may also be computed manually using export and plot functions. Where possible, metrics and values obtained during the evaluation process come with confidence intervals.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| 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-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| 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 (3 non-OK)
installed package size
installed size is 6.3Mb
sub-directories of 1Mb or more:
R 4.0Mb
help 1.2Mb
installed package size
installed size is 6.3Mb
sub-directories of 1Mb or more:
R 4.0Mb
help 1.2Mb
installed package size
installed size is 5.8Mb
sub-directories of 1Mb or more:
R 3.5Mb
help 1.2Mb
Check History
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 16, 2026
installed package size
installed size is 6.3Mb
sub-directories of 1Mb or more:
R 4.0Mb
help 1.2Mb
installed package size
installed size is 6.3Mb
sub-directories of 1Mb or more:
R 4.0Mb
help 1.2Mb
installed package size
installed size is 5.8Mb
sub-directories of 1Mb or more:
R 3.5Mb
help 1.2Mb
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 11, 2026
installed package size
installed size is 6.3Mb
sub-directories of 1Mb or more:
R 4.0Mb
help 1.2Mb
installed package size
installed size is 6.3Mb
sub-directories of 1Mb or more:
R 4.0Mb
help 1.2Mb
installed package size
installed size is 5.8Mb
sub-directories of 1Mb or more:
R 3.5Mb
help 1.2Mb
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
installed package size
installed size is 6.3Mb
sub-directories of 1Mb or more:
R 4.0Mb
help 1.2Mb
installed package size
installed size is 6.3Mb
sub-directories of 1Mb or more:
R 4.0Mb
help 1.2Mb
installed package size
installed size is 5.8Mb
sub-directories of 1Mb or more:
R 3.5Mb
help 1.2Mb