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Overrating Classifier Performance in ROC Analysis in the Absence of a Test Set: Evidence from Simulation and Italian CARATkids Validation
Research article (Methods of Information in Medicine, 2019) · cited 10× · AI/ML
Overrating Classifier Performance in ROC Analysis in the Absence of a Test Set: Evidence from Simulation and Italian CARATkids Validation
Summary
Overrating Classifier Performance in ROC Analysis in the Absence of a Test Set: Evidence from Simulation and Italian CARATkids Validation is a scholarly article[1].
Key Facts
Overrating Classifier Performance in ROC Analysis in the Absence of a Test Set: Evidence from Simulation and Italian CARATkids Validation's instance of is recorded as scholarly article[2].
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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Overrating Classifier Performance in ROC Analysis in the Absence of a Test Set: Evidence from Simulation and Italian CARATkids Validation. Retrieved May 24, 2026, from https://4ort.xyz/entity/overrating-classifier-performance-in-roc-analysis-in-the-absence-of-a-test-set-evidence-from-simulation-and-italian-cara
MLA“Overrating Classifier Performance in ROC Analysis in the Absence of a Test Set: Evidence from Simulation and Italian CARATkids Validation.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/overrating-classifier-performance-in-roc-analysis-in-the-absence-of-a-test-set-evidence-from-simulation-and-italian-cara.
BibTeX@misc{4ortxyz_overrating-classifier-performance-in-roc-analysis-in-the-absence-of-a-test-set-evidence-from-simulation-and-italian-cara_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Overrating Classifier Performance in ROC Analysis in the Absence of a Test Set: Evidence from Simulation and Italian CARATkids Validation}}, year = {2026}, url = {https://4ort.xyz/entity/overrating-classifier-performance-in-roc-analysis-in-the-absence-of-a-test-set-evidence-from-simulation-and-italian-cara}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Overrating Classifier Performance in ROC Analysis in the Absence of a Test Set: Evidence from Simulation and Italian CARATkids Validation — https://4ort.xyz/entity/overrating-classifier-performance-in-roc-analysis-in-the-absence-of-a-test-set-evidence-from-simulation-and-italian-cara (retrieved 2026-05-24)
