Arguments
This function internally uses Database Engine 20 functions ScaleFit and ScaleTransform through teradataml Database Engine 20 functions.
The input dataset should have a column with name id which should have unique values.
outputCols is ignored. All the scaled columns will have same names as they have before.
| PySpark Argument Name | Open Source Function Argument Name | Notes |
|---|---|---|
| withMean | with_mean | |
| withStd | with_std |
Attributes/Methods
| Attribute/Method Name | Supported | Notes |
|---|---|---|
| clear | ||
| copy | ||
| explainParam | ||
| explainParams | ||
| extractParamMap | ||
| fit | ||
| fitMultiple | ||
| getInputCol | ||
| getOrDefault | ||
| getParam | ||
| getOutputCol | ||
| getWithMean | ||
| getWithStd | ||
| hasDefault | ||
| hasParam | ||
| isDefined | ||
| isSet | ||
| load | ||
| read | ||
| save | ||
| set | ||
| setInputCol | ||
| setOutputCol | ||
| setParams | ||
| setWithMean | ||
| setWithStd | ||
| write | ||
| inputCol | ||
| outputCol | ||
| fitIntercept | ||
| params | ||
| withMean | ||
| withStd |