- ON clause
- Accept the CategoryTable clause.
- IsInputDense
- Specify whether the input is dense or sparse.CategoryTable is meant for dense input format and not for sparse format.
- TargetColumnNames
- Specify the CategoryTable column which contains the name of the target columns.
- CategoriesColumn
- Specify the CategoryTable column which contains the category values.
- CategoryCounts
- Specify the category counts for each of the TargetColumns. The number of values in CategoryCounts must be the same as the number of TargetColumns.
- Approach
- Specify whether to determine categories automatically from the input table data (AUTO approach) or the user-provided list (LIST approach).
- OtherColumnName
- [Optional with IsInputDense ('true'), disallowed otherwise.] Specify the column name for the column representing one-hot encoding for values other than the ones specified in the CategoricalValues argument or CategoryTable or categories found through the Auto approach.
- OtherAttributeNames
- [Optional with IsInputDense ('false'), disallowed otherwise.] For each target_attribute, specify a category name (other_attribute) for attributes that TargetAttributes does not specify. The nth other_attribute corresponds to the nth target_attribute.
- The number of characters in values specified in the TargetAttributes argument plus the number of characters in values specified in the OtherAttributeNames argument must be less than 128 characters.
- The number of values passed to the TargetAttributes argument and OtherAttributeNames argument must be equal.