PySpark API Supportability Matrix | UnivariateFeatureSelector | pyspark2teradataml - UnivariateFeatureSelector - 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
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oeg1710443196055.ditamap
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ayr1485454803741.ditaval
dita:id
oeg1710443196055
Product Category
Teradata Vantage

Arguments

This function internally uses scikit-learn function SelectKBest, SelectPercentile, SelectFpr, SelectFdr, SelectFwe through teradataml Open source ML functions.

PySpark Argument Name Open Source Function Argument Name Notes
featuresCol N/A  
outputCol N/A  
labelCol N/A  
selectionMode N/A  

Attributes/Methods

Attribute/Method Name Supported Notes
clear  
copy  
explainParam  
explainParams  
extractParamMap  
fit  
fitMultiple  
getFeaturesType  
getFeaturesCol  
getLabelCol  
getOrDefault  
getOutputCol  
getParam  
getSelectionMode  
getSelectionThreshold  
hasDefault  
hasParam  
isDefined  
isSet  
load  
read  
save  
set  
setFeatureType Works only when feature type is "continuous".
setFeaturesCol  
setLabelCol  
setLabelType Works only when label type is "categorical".
setOutputCol  
setParams  
setSelectionMode  
setSelectionThreshold  
write