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Online Cross-Validation-Based Ensemble Learning
Online estimators update a current estimate with a new incoming batch of data without having to revisit past data thereby providing streaming estimates that are scalable to big data. We develop flexible, ensemble-based online estimators of an infinite-dimensional target parameter, such as a regressi...
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| Udgivet i: | Stat Med |
|---|---|
| Main Authors: | , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2017
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5671383/ https://ncbi.nlm.nih.gov/pubmed/28474419 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.7320 |
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