TD_OrdinalEncodingFit

This function takes a input table partitioned by ANY and a optional category table in case of LIST approach as Dimension and generates integer ordinal values for unique category in each of the target columns.

Options

Approach: Specifies whether to determine categories automatically from the input table data (AUTO approach) or the user provided list (LIST approach).
Categories (strings seperated by new line): Specifies the list of categories that need to be encoded in the desired order.
CategoriesColumn: Specify the CategoryTable column which contains the category values.
DefaultValue (integers seperated by new line): Specify the ordinal value/values to use when category is not found. One value for all target column or multiple value for multiple target column.
OrdinalValues (integers seperated by new line): Specifies custom ordinal values to replace the categories.
OrdinalValuesColumn: Specify the CategoryTable column which contains the ordinal values. If omitted, ordinal values will be generated based on the StartValue argument.
StartValue (integers seperated by new line): Specify the starting value/values for ordinal values list. One value for all target column or multiple value for multiple target column.
Output Schema: Output Schema, if Volatile is true then use user login as the schema.
Output Table: Output Table
VAL Location: VAL Location
TargetColumn: Specify the categorical input target columns.
TargetColumnNames: Specify the CategoryTable column which contains the names of the target columns.
Volatile: Specifies whether the table should be a VOLATILE table. If true, then the table is automatically deleted, otherwise it is users responsibility to remove or clean it up for space.

TD_​OrdinalEncodingFit

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TD_OrdinalEncodingFit