Arguments
This function internally uses Analytics Database functions ScaleFit and ScaleTransform through teradataml Analytics Database 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 |