# An empirical overview of nonlinearity and overfitting in machine learning using COVID-19 data

> Research article (Chaos Solitons & Fractals, 2020) · cited 133× · AI/ML

**Wikidata**: [openalex:W3040124377](https://www.wikidata.org/wiki/openalex:W3040124377)  
**Source**: https://4ort.xyz/entity/an-empirical-overview-of-nonlinearity-and-overfitting-in-machine-learning-using-covid-19-data