Standardization
Standardization and normalization of numeric columns
ScaleStandard
ScaleStandard(self, inputs)
A step for normalizing select numeric columns to have a standard deviation of one and a mean of zero.
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
inputs |
SelectionType | A selection of columns to normalize. All columns must be numeric. | required |
Examples
>>> import ibis_ml as mlNormalize all numeric columns.
>>> step = ml.ScaleStandard(ml.numeric())Normalize a specific set of columns.
>>> step = ml.ScaleStandard(["x", "y"])