vtype (version 0.8)

Estimates the Variable Type in Error Afflicted Data

Description

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.

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Version

Install

install.packages('vtype')

Monthly Downloads

166

Version

0.8

License

GPL (>= 3.0)

Maintainer

Andreas Schulz

Last Published

May 14th, 2021

Functions in vtype (0.8)

date_format_i

The function try to identify the format of a Date variable

postprocessing_data

post processing of data after prediction

vtype

Estimates the Variable Type in Error Afflicted Data.

sim_nqc_data

Artificial data, that imitates non-quality controlled data

preprocessing_data

pre processing of crude data

vtype-package

Estimates the Variable Type in Error Afflicted Data.