PySpark API Supportability Matrix | RobustScaler Function | pyspark2teradataml - RobustScaler - Teradata Package for Python

Teradata® pyspark2teradataml User Guide

Deployment
VantageCloud
VantageCore
Edition
Enterprise
IntelliFlex
VMware
Product
Teradata Package for Python
Release Number
20.00
Published
December 2024
ft:locale
en-US
ft:lastEdition
2024-12-18
dita:mapPath
oeg1710443196055.ditamap
dita:ditavalPath
ayr1485454803741.ditaval
dita:id
oeg1710443196055
Product Category
Teradata Vantage

Arguments

This function internally uses scikit-learn function RobustScaler through teradataml Open source ML functions.

OutputCol must be set.

PySpark Argument Name Open Source Function Argument Name Notes
lower Not yet available. quantile_range in osml can support both lower and upper.
upper Not yet available.  
withCentering with_centering  
withScaling with_scaling  
relativeError Not yet available.  

Attributes/Methods

Attribute/Method Name Supported Notes
clear  
copy  
explainParam  
explainParams  
extractParamMap  
fit  
fitMultiple  
getInputCol  
getLower  
getOrDefault  
getOutputCol  
getParam  
getRelativeError  
getUpper  
getWithCentering  
getWithScaling  
hasDefault  
hasParam  
isDefined  
isSet  
load  
read  
save  
set  
setInputCol  
setLower  
setOutputCol  
setParams  
setRelativeError  
setUpper  
setWithCentering  
setWithScaling  
write  
inputCol  
lower  
outputCol  
params  
relativeError  
upper  
withCentering  
withScaling