Data Scaling with Zero-Mean Scaling

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

Algorithm

Zero-Mean Scaling

References

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