1.1 - 8.10 - GLMPerSegment Syntax - Teradata Vantage

Teradata Vantage™ - Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
1.1
8.10
Published
October 2019
Content Type
Programming Reference
Publication ID
B700-4003-079K
Language
English (United States)
Last Update
2019-12-31

Version TBD

SELECT * FROM GLMPerSegment (
    ON { table | view | (query) }
      PARTITION BY { partition_column [, ...] | 1 }
    [ ON { table | view | (query) } AS AttributeTable
      PARTITION BY { partition_column [, ...] | 1 } ]
    [ ON { table | view | (query) } AS ParameterTable
      PARTITION BY { partition_column [, ...] | 1 } ]
    USING
    TargetColumns ( { 'target_column' | target_column_range } [,...] )
    [ CategoricalColumns ( 'categorical_column' [,...] ) ]
    ResponseColumn ('input_column')
    [ Family ( { 'BINOMIAL' | 'GAUSSIAN' } ) ]
    [ Alpha ('alpha') ]
    [ RegularizationLambda ('lambda') ]
    [ StopThreshold ('threshold') ]
    [ MaxIterNum ('max_iterations') ]
    [ FeatureScale ( {'true'|'t'|'yes'|'y'|'1'|'false'|'f'|'no'|'n'|'0'} ) ]
    [ CategoricalEncoding ( { 'Onehot' | 'Target' } ) ]
    [ MinSamplesForEncoding (k) ]
    [ Smoothing (f) ]
    [ ErrorHandler ( {'true'|'t'|'yes'|'y'|'1'|'false'|'f'|'no'|'n'|'0'} ) ]
);