PySpark API Supportability Matrix | PCA Function | pyspark2teradataml - PCA - 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
dita:ditavalPath
ayr1485454803741.ditaval
dita:id
oeg1710443196055
Product Category
Teradata Vantage

Arguments

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

PySpark Argument Name Open Source Function Argument Name Notes
k n_components  
inputCol Not yet available.  
outputCol Not yet available. Argument will be ignored. Transformed df will contain output column name in pca_transform_<val> format

Attributes/Methods

Attribute/Method Name Supported Notes
clear  
copy  
explainParam  
explainParams  
extractParamMap  
fit  
fitMultiple  
getK  
getOrDefault  
hasDefault  
hasParam  
isDefined  
isSet  
load  
read  
save  
set  
setInputCol  
setK  
setOutputCol  
setParams  
write  
inputCol  
k  
outputCol  
params