# A comparative study of 11 non-linear regression models highlighting autoencoder, DBN, and SVR, enhanced by SHAP importance analysis in soybean branching prediction

> Research article (Scientific Reports, 2024) · cited 122× · AI/ML

**Wikidata**: [openalex:W4392651503](https://www.wikidata.org/wiki/openalex:W4392651503)  
**Source**: https://4ort.xyz/entity/a-comparative-study-of-11-non-linear-regression-models-highlighting-autoencoder-dbn-and-svr-enhanced-by-shap-importance-