TD_TargetEncodingFit Input
The input table schema is as follows:
| Column Name | Data Type | Description | Charset | MaxValueLen |
|---|---|---|---|---|
| target_column | CHAR, VARCHAR | The column that contains the categorical values to be encoded. | LATIN/UNICODE | 128 characters |
| response_column | INTEGER for classification and NUMERIC group for regression | The column that contains the response values. | Not applicable | Not applicable |
The category table schema is as follows:
| Column Name | Data Type | Description | Charset | MaxValueLen |
|---|---|---|---|---|
| ColumnName | CHAR, VARCHAR | The column that contains the column name from the target columns. | LATIN/UNICODE | 128 characters |
| CategoryCount | BYTEINT, SMALLINT, INTEGER, BIGINT | The column that contains the count of the categories. | Not applicable | Not applicable |