Published May 6, 2022
| Version 1.0.0
Dataset
Open
GouDa - Generation of universal Data Sets
Authors/Creators
- 1. FernUniversiät in Hagen
Description
GouDa is a tool for the generation of universal data sets to evaluate and compare existing data preparation tools and new research approaches. It supports diverse error types and arbitrary error rates. Ground truth is provided as well. It thus permits better analysis and evaluation of data preparation pipelines and simplifies the reproducibility of results.
Publication: V. Restat, G. Boerner, A. Conrad, and U. Störl. GouDa - Generation of universal Data Sets. In Proceedings of Data Management for End-to-End Machine Learning (DEEM’22), Philadelphia, USA, 2022. https://doi.org/10.1145/3533028.3533311
Notes
Please use the current version 1.1.0!
Files
doc-error-generating-functions.md
Files
(405.8 MB)
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