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Data Scaling with Zero-Mean Scaling
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:doc:`/SingleStepClassifiers/NonCausalStep/index`

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

.. rubric:: Input Parameters

1. One-dimensional or multi-dimensional data

2. Mean value of input data

3. Standard deviation of input data

.. rubric:: Output Parameters

1. Normalized one-dimensional or multi-dimensional data

.. rubric:: Workflow

.. image:: workflow.svg


.. rubric:: Algorithm

:doc:`/Algorithms/ZeroMeanScaling/index`

.. rubric:: References

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