PySpark API Supportability Matrix | LinearRegressionSummary | pyspark2teradataml - LinearRegressionSummary - 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

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

Attributes/Methods

Attribute/Method Name Supported Notes
coefficientStandardErrors  
degreesOfFreedom  
devianceResiduals  
explainedVariance  
featuresCol  
labelCol  
meanAbsoluteError  
meanSquaredError  
numInstances  
pValues  
predictionCol  
predictions  
r2  
r2adj  
residuals  
rootMeanSquaredError  
tValues