- TargetColumns
- Specify the names of the numeric InputTable columns for which to compute metrics.
- GroupColumns
- [Optional] Specify the name of the InputTable column by which to group the input data.
- OutlierMethod
- Specify one of these methods for filtering outliers:
- LowerPercentile
- Specify a lower range of percentile to use to detect whether the value is an outlier.
- UpperPercentile
- Specify a upper range of percentile to use to detect whether the value is an outlier.
- IQRMultiplier
- Specify interquartile range multiplier (IQR), k, for Tukey filtering.
- ReplacementValue
- Specify how to handle outliers:
Option Description delete Do not copy row to output table. null Copy row to output table, replacing each outlier with NULL. median Copy row to output table, replacing each outlier with median value for its group. replacement_value (Must be numeric.)
Copy row to output table, replacing each outlier with replacement_value. - RemoveTail
- [Optional] Specify whether to remove the upper tail, the lower tail, or both.
- PercentileMethod
- Specify either the PercentileCont or the PercentileDISC method for calculating the upper and lower percentiles of the input data values.