tLinearRegressionModel - Cloud - 8.0

Machine Learning

Version
Cloud
8.0
Language
English
Product
Talend Big Data
Talend Big Data Platform
Talend Data Fabric
Talend Real-Time Big Data Platform
Module
Talend Studio
Content
Data Governance > Third-party systems > Machine Learning components
Data Quality and Preparation > Third-party systems > Machine Learning components
Design and Development > Third-party systems > Machine Learning components

Builds a linear regression model using a training dataset.

This component analyzes feature vectors usually prepared and provided by tModelEncoder to generate a linear regression model that expresses how an outcome is dependent on a given set of features. Then tPredict uses this model to predict the outcome ofthe same type of features it receives.

This model can be used directly in the same Job or written to a file system for later use.

In local mode, Apache Spark 2.4.0 and later versions are supported.

This component is not shipped with your Talend Studio by default. You need to install it using the Feature Manager. For more information, see Installing features using the Feature Manager.

For more technologies supported by Talend, see Talend components.