# The Impact of the SMOTE Method on Machine Learning and Ensemble Learning Performance Results in Addressing Class Imbalance in Data Used for Predicting Total Testosterone Deficiency in Type 2 Diabetes Patients

> Research article (Diagnostics, 2024) · cited 17× · AI/ML

**Wikidata**: [openalex:W4404635606](https://www.wikidata.org/wiki/openalex:W4404635606)  
**Source**: https://4ort.xyz/entity/the-impact-of-the-smote-method-on-machine-learning-and-ensemble-learning-performance-results-in-addressing-class-imbalan