Min Max Normalization

Description

Min-max normalization is one of the most common ways to normalize data. For every feature, the minimum value of that feature gets transformed into a 0, the maximum value gets transformed into a 1, and every other value gets transformed into a decimal between 0 and 1.

Example

time window:
  emitting type: slidingMinMaxNormalizationAnalytics
  window listeners:
    - minmax normalization:
        attributes: [ ask, bid ]
  policy:
    type: slidingTime
    slide: 500
    window size: 2500

Output attributes

Event output attributes from the above example.

  • ask_MINMAX_NORM

  • bid_MINMAX_NORM

Postfix ID

Applied to attribute

  • MINMAX_NORM

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