# The application of ROC analysis in threshold identification, data imbalance and metrics selection for software fault prediction

> Research article (Innovations in Systems and Software Engineering, 2017) · cited 37× · AI/ML

**Wikidata**: [openalex:W2742021083](https://www.wikidata.org/wiki/openalex:W2742021083)  
**Source**: https://4ort.xyz/entity/the-application-of-roc-analysis-in-threshold-identification-data-imbalance-and-metrics-selection-for-software-fault-pred