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Estimates the type of variables in non-quality controlled data. The prediction is based on a random forest model, trained on over 5000 medical variables with accuracy of 99%. The accuracy can hardy depend on type and coding style of data.
| Version: | 0.8 |
| Depends: | R (≥ 4.0.0), randomForest |
| Imports: | stats |
| Suggests: | knitr, rmarkdown |
| Published: | 2021-05-14 |
| Author: | Andreas Schulz, PhD [aut, cre] |
| Maintainer: | Andreas Schulz <ades-s at web.de> |
| License: | GPL (≥ 3.0) |
| NeedsCompilation: | no |
| CRAN checks: | vtype results |
| Reference manual: | vtype.pdf |
| Vignettes: |
Application example |
| Package source: | vtype_0.8.tar.gz |
| Windows binaries: | r-devel: vtype_0.8.zip, r-release: vtype_0.8.zip, r-oldrel: vtype_0.8.zip |
| macOS binaries: | r-release (arm64): vtype_0.8.tgz, r-oldrel (arm64): vtype_0.8.tgz, r-release (x86_64): vtype_0.8.tgz, r-oldrel (x86_64): vtype_0.8.tgz |
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