# Lightweight Inspection of Data Preprocessing in Native Machine Learning Pipelines.

> Research article (Conference on Innovative Data Systems Research, 2021) · cited 14× · AI/ML

**Wikidata**: [openalex:W3148888152](https://www.wikidata.org/wiki/openalex:W3148888152)  
**Source**: https://4ort.xyz/entity/lightweight-inspection-of-data-preprocessing-in-native-machine-learning-pipelines