TD_OneHotEncodingFit Syntax | OneHotEncodingFit - TD_OneHotEncodingFit Syntax

TD_OneHotEncodingFit Syntax | OneHotEncodingFit - TD_OneHotEncodingFit Syntax - Teradata Vantage

Teradata® VantageCloud Lake

Deployment

VantageCloud

Edition

Lake

Product

Teradata Vantage

Published

January 2023

Language

English (United States)

Last Update

2024-04-03

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TD_OneHotEncodingFit Syntax for Dense Input

TD_OneHotEncodingFit (
ON { table | view | (query) } AS InputTable [ PARTITION BY ANY ]
[ ON { table | view | (query) } AS CategoryTable Dimension ]
USING
IsInputDense ({'true'|'t'|'yes'|'y'|'1'|'false'|'f'|'no'|'n'|'0'})
TargetColumn ({'target_column' | 'target_column_range'}[,...])
{
      Approach ('LIST')
      {
         CategoricalValues ('category_i'[,...])
      |
         TargetColumnNames ('targetcolnames_column')
         CategoriesColumn ('category_column')
      }
      |
      Approach ('AUTO')
}
 [ OtherColumnName ('other_column_name' | 'other_column_name_i', ...) ]
 [ CategoryCounts (category_count | category_count_i, ...)]
)

TD_OneHotEncodingFit Syntax for Sparse Input

TD_OneHotEncodingFit (
ON { table | view | (query) } AS InputTable PARTITION BY attribute_column
USING
IsInputDense ({'true'|'t'|'yes'|'y'|'1'|'false'|'f'|'no'|'n'|'0'})
TargetAttributes ('attribute_name'[,...])
[ OtherAttributesNames ('other_attribute_name'[,...])]
AttributeColumn ('attribute_column')
ValueColumn ('value_column_name')
)

You can call this function from:

The FROM clause of a SELECT statement
As part of a CREATE TABLE statement
As part of a CREATE VIEW statement