Subsemble : an ensemble method for combining subset-specific algorithm fits
Ensemble methods using the same underlying algorithm trained on different subsets of observations have recently received increased attention as practical prediction tools for massive datasets. We propose Subsemble: a general subset ensemble prediction method, which can be used for small, moderate, o...
| Veröffentlicht in: | Journal of applied statistics. - 1991. - 41(2014), 6 vom: 01. Jan., Seite 1247-1259 |
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| Format: | Aufsatz |
| Sprache: | English |
| Veröffentlicht: |
2014
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| Zugriff auf das übergeordnete Werk: | Journal of applied statistics |
| Schlagworte: | Journal Article big data cross-validation ensemble methods machine learning prediction |