PySpark API Supportability Matrix | OneVsRest Function | pyspark2teradataml - OneVsRest - 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 OneVsRestClassifier through teradataml Open source ML functions.

teradatamlspk doesn't support the classifier fitted model’s attributes and methods.

NaiveBayes won’t be supported.

Transformed data columns will vary based on the classifier that was passed.

PySpark Argument Name Open Source Function Argument Name Notes
predictionCol Not yet available.  
rawPredictionCol Not yet available.  
classifier estimator  
weightCol Not yet available.  
parallelism n_jobs  

Attributes/Methods

Attribute/Method Name Supported Notes
clear  
copy  
explainParam  
explainParams  
extractParamMap  
fit  
fitMultiple  
getClassifier  
getFeaturesCol  
getLabelCol  
getOrDefault  
getParallelism  
getParam  
getPredictionCol  
getProbabilityCol  
getRawPredictionCol  
getWeightCol  
hasDefault  
hasParam  
isDefined  
isSet  
load  
read  
save  
set  
setClassifier  
setFeaturesCol  
setLabelCol  
setParallelism  
setParams  
setPredictionCol  
setProbabilityCol  
setRawPredictionCol  
setWeightCol  
write  
classifier  
featuresCol  
labelCol  
parallelism  
params  
predictionCol  
rawPredictionCol  
weightCol