# Performance improvement of machine learning techniques predicting the association of exacerbation of peak expiratory flow ratio with short term exposure level to indoor air quality using adult asthmatics clustered data

> Research article (PLoS ONE, 2021) · cited 20× · AI/ML

**Wikidata**: [openalex:W3120417244](https://www.wikidata.org/wiki/openalex:W3120417244)  
**Source**: https://4ort.xyz/entity/performance-improvement-of-machine-learning-techniques-predicting-the-association-of-exacerbation-of-peak-expiratory-flo