Summary algorithm

Description

This algorithm computes a number of basic statistics. For numerical columns, the count, mean, standard deviation, minimum, maximum, number of missing values are computed; for category columns, the count, number of missing values, and the count of unique values are computed.

Authors

Bart van Beusekom, Frank Martin, Hasan Alradhi, Netherlands Comphrensive Cancer Organisation (IKNL).

Source code

Source code is available in the following GitHub repository.

Contents

• Implementation
  • Overview
  • Partials
  • Central (summary)
• How to use
  • Input arguments
  • Python client example
• Privacy
  • Guards
  • Data sharing
  • Vulnerabilities to known attacks
• Validation
• References
  • Cite this implementation
  • Used sources