Package: vtype 0.8

Andreas Schulz

vtype: Estimates the Variable Type in Error Afflicted Data

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.

Authors:Andreas Schulz, PhD [aut, cre]

vtype_0.8.tar.gz
vtype_0.8.tar.gz(r-4.5-noble)vtype_0.8.tar.gz(r-4.4-noble)
vtype_0.8.tgz(r-4.4-emscripten)vtype_0.8.tgz(r-4.3-emscripten)
vtype.pdf |vtype.html
vtype/json (API)

# Install 'vtype' in R:
install.packages('vtype', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • sim_nqc_data - Artificial data, that imitates non-quality controlled data

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.00 score 2 scripts 114 downloads 1 exports 1 dependencies

Last updated 4 years agofrom:3059edbd7b. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 17 2024
R-4.5-linuxOKDec 17 2024

Exports:vtype

Dependencies:randomForest

Application example

Rendered fromvignette.Rmdusingknitr::rmarkdownon Dec 17 2024.

Last update: 2021-05-14
Started: 2021-05-14