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
Package: |
subsemble |
Type: |
Package |
Version: |
0.0.9 |
Date: |
2014-07-01 |
License: |
GPL (>= 2) |