# File-Level Defect Prediction: Unsupervised vs. Supervised Models

> Research article (2017 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM), 2017) · cited 72× · AI/ML

**Wikidata**: [openalex:W2774137886](https://www.wikidata.org/wiki/openalex:W2774137886)  
**Source**: https://4ort.xyz/entity/file-level-defect-prediction-unsupervised-vs-supervised-models