Software Open Access

healthcareai-r v1.0.0

Thatcher, Levi; Mastanduno, Michael; Larsen, Taylor; Miller, Taylor; Levy, Michael

Added:

  • Kmeans clustering
  • XGBoost multiclass support
  • findingVariation family of functions

Changed:

  • Develop step trains and saves models
  • Deploy no longer trains. Loads and predicts on all rows.
  • SQL uses a DBI back end

Removed:

  • testWindowCol is no longer a param.
  • SQL reading/writing is outside model deployment.

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Publication date:
September 1, 2017
DOI:
10.5281/zenodo.999334

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10.5281/zenodo.999334

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Keyword(s):
healthcare machine learning data science R data
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License (for files):
MIT License

Versions

Version 4 10.5281/zenodo.999334 Sep 1, 2017
Version 3 10.5281/zenodo.999331 Apr 9, 2017
Version 2 10.5281/zenodo.999330 Mar 2, 2017
Version 1 10.5281/zenodo.999329 Dec 30, 2016
Cite all versions? You can cite all versions by using the DOI 10.5281/zenodo.999328. This DOI represents all versions, and will always resolve to the latest one. Read more.

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