# Uncertainty in machine learning feature importance for climate science: a comparative analysis of SHAP, PDP, and gain-based methods

> Research article (Theoretical and Applied Climatology, 2025) · cited 16× · AI/ML

**Wikidata**: [openalex:W4413621567](https://www.wikidata.org/wiki/openalex:W4413621567)  
**Source**: https://4ort.xyz/entity/uncertainty-in-machine-learning-feature-importance-for-climate-science-a-comparative-analysis-of-shap-pdp-and-gain-based