Data Scaling with Min-Max ScalingΒΆ

Non-Causal Step

This step applies the Min-Max Scaling algorithm to normalize data.

Input Parameters

  1. One-dimensional or multi-dimensional data
  2. User-chosen minimum
  3. User-chosen maximum

Output Parameters

  1. Normalized one-dimensional or multi-dimensional data

Workflow

../../../../_images/workflow64.svg

Algorithm

Min-Max Scaling

References

    1. Han, M. Kamber and J. Pei, Data Mining - Concepts and Techniques, 3rd ed., Amsterdam: Morgan Kaufmann Publishers, 2012.