# Prediction Is a Balancing Act: Importance of Sampling Methods to Balance Sensitivity and Specificity of Predictive Models Based on Imbalanced Chemical Data Sets

> Research article (Frontiers in Chemistry, 2018) · cited 193× · AI/ML

**Wikidata**: [openalex:W2889276168](https://www.wikidata.org/wiki/openalex:W2889276168)  
**Source**: https://4ort.xyz/entity/prediction-is-a-balancing-act-importance-of-sampling-methods-to-balance-sensitivity-and-specificity-of-predictive-models
