subsemble-package:
An Ensemble Method for Combining Subset-Specific Algorithm Fits
Description
Subsemble is a general subset ensemble prediction method, which can be used for small, moderate, or large datasets. Subsemble partitions the full dataset into subsets of observations, fits a specified underlying algorithm on each subset, and uses a unique form of V-fold cross-validation to output a prediction function that combines the subset-specific fits. An oracle result provides a theoretical performance guarantee for Subsemble.
Details
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Package: |
| subsemble |
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Type: |
| Package |
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Version: |
| 0.0.9 |
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Date: |
| 2014-07-01 |
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License: |
| GPL (>= 2) |