Data Scaling with Unitnorm Scaling

Non-Causal Step

This step applies the Unitnorm Scaling algorithm to normalize data.

Input Parameters

1. One-dimensional or multi-dimensional data

Output Parameters

1. Normalized one-dimensional or multi-dimensional data

Workflow

Algorithm

Unitnorm Scaling

References

• G. Pandey, L. N. Ramakrishnan, M. Steinbach and V. Kumar, Systematic Evaluation of Scaling Methods for Gene Expression Data, Technical Report 07-015, University of Minnesota - Computer Science and Engineering, 2007.

  http://www.cs.umn.edu/tech_reports_upload/tr2007/07-015.pdf