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QA: What are the benefits of using the RevoScaleR package that is shipped with Revolution R Enterprise?

Some of the most commonly noted benefits of the functions available in the RevoScaleR package include:
  • Fast and scalable analytics; use the same functions to analyze data frames in memory and huge data sets
  • A collection of commonly used analytics functions, including model predictions
  • Flexible transformations and subsetting of huge data sets
  • Efficient .xdf file format for storing data
  • Standalone “data step” operation
  • On-the-fly operations in analytic functions
  • Framework for developing custom “chunking” algorithms in R
Note This is a "FAST PUBLISH" article created directly from within the Microsoft support organization. The information contained herein is provided as-is in response to emerging issues. As a result of the speed in making it available, the materials may include typographical errors and may be revised at any time without notice. See Terms of Use for other considerations.
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Article ID: 3104252 - Last Review: 10/29/2015 07:38:00 - Revision: 1.0

Revolution Analytics

  • KB3104252
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