# Application of cross-validation strategies to avoid overestimation of performance of 2D-QSAR models for the prediction of aquatic toxicity of chemical mixtures

> Research article (SAR and QSAR in environmental research, 2022) · cited 33× · AI/ML

**Wikidata**: [openalex:W4281683030](https://www.wikidata.org/wiki/openalex:W4281683030)  
**Source**: https://4ort.xyz/entity/application-of-cross-validation-strategies-to-avoid-overestimation-of-performance-of-2d-qsar-models-for-the-prediction-o