1.0 - 8.00 - OutlierFilter Syntax - Teradata Vantage

Teradata® Vantage Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
1.0
8.00
Release Date
May 2019
Content Type
Programming Reference
Publication ID
B700-4003-098K
Language
English (United States)

Version 1.8

SELECT * FROM OutlierFilter (
  ON { table | view | (query) } AS InputTable
  OUT TABLE OutputTable (output_table)
  [ OUT TABLE OutlierTable (outlier_table) ]
  USING
  TargetColumns ({ 'target_column' | target_column_range }[,...])
  [ GroupByColumns ({ 'group_by_column' | group_by_column_range }[,...]) ]
  [ OutlierMethod ('method' [,...]) ]
  [ ApproxPercentile ({'true'|'t'|'yes'|'y'|'1'|'false'|'f'|'no'|'n'|'0'}) ]
  [ PercentileThreshold (perc_lower, perc_upper]) ]
  [ PercentileAccuracy (accuracy) ]
  [ IQRMultiplier (k) ]
  [ RemoveTail ({ 'both' | 'upper' | 'lower' }) ]
  [ ReplacementValue ({ 'delete' | 'null' | 'median' | 'newval' }) ]
  [ MADScaleConstant (constant) ]
  [ MADThreshold (madlimit) ]
) AS alias;