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AUC-Maximizing Ensembles through Metalearning
Area Under the ROC Curve (AUC) is often used to measure the performance of an estimator in binary classification problems. An AUC-maximizing classifier can have significant advantages in cases where ranking correctness is valued or if the outcome is rare. In a Super Learner ensemble, maximization of...
Shranjeno v:
| izdano v: | Int J Biostat |
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| Main Authors: | , , |
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
2016
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| Teme: | |
| Online dostop: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4912128/ https://ncbi.nlm.nih.gov/pubmed/27227721 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1515/ijb-2015-0035 |
| Oznake: |
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