tKMeansStrModel

Machine Learning

author
Talend Documentation Team
EnrichVersion
6.5
EnrichProdName
Talend Big Data Platform
Talend Data Fabric
Talend Real-Time Big Data Platform
Talend Big Data
task
Data Quality and Preparation > Third-party systems > Machine Learning components
Data Governance > Third-party systems > Machine Learning components
Design and Development > Third-party systems > Machine Learning components
EnrichPlatform
Talend Studio

Analyzes incoming datasets in near real-time, based on applying the K-Means algorithm.

This component analyzes streaming feature vectors to continuously adapt an existing clustering model to changing circumstances. The incoming data is usually pre-processed by tModelEncoder and the K-Means model is used by tPredict to cluster given elements.

It continuously updates a K-Means clustering model out of this analysis and writes this model either in memory or in a given file system.

For more technologies supported by Talend, see Talend components.