# Training data composition determines machine learning generalization and biological rule discovery

> Research article (Nature Machine Intelligence, 2025) · cited 14× · AI/ML

**Wikidata**: [openalex:W4413337878](https://www.wikidata.org/wiki/openalex:W4413337878)  
**Source**: https://4ort.xyz/entity/training-data-composition-determines-machine-learning-generalization-and-biological-rule-discovery
