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healthcareai-r v1.0.0

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


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<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:creator>Thatcher, Levi</dc:creator>
  <dc:creator>Mastanduno, Michael</dc:creator>
  <dc:creator>Larsen, Taylor</dc:creator>
  <dc:creator>Miller, Taylor</dc:creator>
  <dc:creator>Levy, Michael</dc:creator>
  <dc:date>2017-09-01</dc:date>
  <dc:description>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.
</dc:description>
  <dc:identifier>https://zenodo.org/record/999334</dc:identifier>
  <dc:identifier>10.5281/zenodo.999334</dc:identifier>
  <dc:identifier>oai:zenodo.org:999334</dc:identifier>
  <dc:relation>url:https://github.com/HealthCatalyst/healthcareai-r/releases/tag/v1.0.0</dc:relation>
  <dc:relation>doi:10.5281/zenodo.999328</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://opensource.org/licenses/MIT</dc:rights>
  <dc:subject>healthcare</dc:subject>
  <dc:subject>machine learning</dc:subject>
  <dc:subject>data science</dc:subject>
  <dc:subject>R</dc:subject>
  <dc:subject>data</dc:subject>
  <dc:title>healthcareai-r v1.0.0</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>software</dc:type>
</oai_dc:dc>
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