=================================== Data Scaling with Zero-Mean Scaling =================================== :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.