unifiedml
Unified Interface for Machine Learning Models
v0.3.0
·
May 5, 2026
·
MIT + file LICENSE
Description
Provides a unified R6-based interface for various machine learning models with automatic interface detection, consistent cross-validation, model interpretations via numerical derivatives, and visualization. Supports both regression and classification tasks with any model function that follows R's standard modeling conventions (formula or matrix interface).
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CRAN Check Status
13
OK
Show all 13 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-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
re-building of vignette outputs
Error(s) in re-building vignettes: ... --- re-building ‘formula_vs_matrix.Rmd’ using rmarkdown --- finished re-building ‘formula_vs_matrix.Rmd’ --- re-building ‘unifiedml-benchmark.Rmd’ using rmarkdown Quitting from unifiedml-benchmark.Rmd:12-42 ...[truncated]... ba.Rmd’ --- re-building ‘unifiedml.Rmd’ using rmarkdown --- finished re-building ‘unifiedml.Rmd’ SUMMARY: processing the following files failed: ‘unifiedml-benchmark.Rmd’ ‘unifiedml-caret.Rmd’ Error: Vignette re-building failed. Execution halted