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stacking.ipynb

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"\n",
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"Authors: Erin LeDell, Stephanie Sapp\n",
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"\n",
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"Backend: R with constituent algorithms written in a variety of algorithms\n",
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"Backend: R with constituent algorithms written in a variety of languages\n”,
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"\n",
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"[Subsemble](https://github.com/ledell/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 k-fold cross-validation to output a prediction function that combines the subset-specific fits. An oracle result provides a theoretical performance guarantee for Subsemble. \n",
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"\n",

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