# Start Simple and then Refine: Bias-Variance Decomposition as a Diagnosis Tool for Leakage Profiling

> Research article (IEEE Transactions on Computers, 2017) · cited 12× · AI/ML

**Wikidata**: [openalex:W2738321163](https://www.wikidata.org/wiki/openalex:W2738321163)  
**Source**: https://4ort.xyz/entity/start-simple-and-then-refine-bias-variance-decomposition-as-a-diagnosis-tool-for-leakage-profiling