Data Scaling with Zero-Mean ScalingΒΆ

Non-Causal Step

This step normalizes data based on the mean and standard deviation of the data set.

Input Parameters

  1. One-dimensional or multi-dimensional data
  2. Mean value of input data
  3. Standard deviation of input data

Output Parameters

  1. Normalized one-dimensional or multi-dimensional data

Workflow

../../../../_images/workflow66.svg

Algorithm

Zero-Mean Scaling

References

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