# The effects of data quality on machine learning performance on tabular data

> Research article (Information Systems, 2025) · cited 117× · AI/ML

**Wikidata**: [openalex:W4408444355](https://www.wikidata.org/wiki/openalex:W4408444355)  
**Source**: https://4ort.xyz/entity/the-effects-of-data-quality-on-machine-learning-performance-on-tabular-data