InputTable Schema
| Column | Data Type | Description |
|---|---|---|
| target_column | NUMERIC | Input table column names for computing metrics and filtering outliers. |
| group_column | Any | [Optional] Column to group input data. |
FitTable Schema
| Column | Data Type | Description |
|---|---|---|
| TD_OutlierMethod_OFTFIT | VARCHAR (CHARACTER SET UNICODE) |
Value of OutlierMethod ('percentile', 'tukey', or 'carling'). |
| group_column | Any | [Column appears only if you specify GroupColumns.] Column that input data is grouped. |
| TD_IQRMultiplier_OFTFIT | NUMERIC | Value of IQRMultiplier (k). |
| TD_RemoveTail_OFTFIT | VARCHAR (CHARACTER SET UNICODE) |
Value of RemoveTail ('both', 'upper', or 'lower'). |
| TD_ReplacementValue_OFTFIT | VARCHAR (CHARACTER SET UNICODE) |
Value of ReplacementValue ('delete', 'null', 'median', or replacement_value). |
| TD_MinThreshold_OFTFIT | NUMERIC | Value of LowerPercentile (min_value). |
| TD_MaxThreshold_OFTFIT | NUMERIC | Value of UpperPercentile (max_value). |
| TD_AttributeValue_OFTFIT | VARCHAR (CHARACTER SET UNICODE) |
[Column appears once for each specified target_column.] |
| TD_CountValue_OFTFIT | NUMERIC | Count of rows in group_column if you specify GroupColumns, otherwise count of rows in input table. |
| TD_MedianValue_OFTFIT | NUMERIC | Median values for target columns. |
| TD_LowerPercentile_OFTFIT | NUMERIC | Lower percentile of input data values, calculated by method specified by PercentileMethod (PercentileCont or PercentileDISC). |
| TD_UpperPercentile_OFTFIT | NUMERIC | Upper percentile of input data values, calculated by method specified by PercentileMethod. |