Scale Functions - Teradata Vantage

Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
8.00
1.0
Published
May 2019
Language
English (United States)
Last Update
2019-11-22
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B700-4003
lifecycle
previous
Product Category
Teradata Vantageā„¢
Function Description
ScaleMap Takes data set and outputs its statistical information (assembled at vworker level).
Scale Takes ScaleMap output and outputs scaled (normalized) values for input data set.

You can use Scale output as input to distance-based analysis functions, such as KMeans.

ScaleSummary Takes ScaleMap output and outputs global statistical information for the entire input data set.
ScaleByPartition Scales sequences in each partition independently, using same formula as Scale.