Commentary: To classify means to choose a threshold.
editorial · Level V
Where this comes from
- Record sourced from PubMed, PMID 34426008.
- Also identified by DOI 10.1016/j.jtcvs.2021.08.009 and PMC identifier 8821726.
- No licence information is recorded for this record.
- Because redistribution is not established, this page shows the abstract only. Follow the links below for the full text.
Abstract
Classification requires a threshold; however, methods like C-statistic and AUC obfuscate this. Luckily, there is a sensible strategy for imbalanced data thresholding.