1.1 - 8.10 - OutlierFilter Syntax - Teradata Vantage

Teradata Vantage™ - Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
1.1
8.10
Release Date
October 2019
Content Type
Programming Reference
Publication ID
B700-4003-079K
Language
English (United States)

Version 1.10

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