Text Classification from Forum Posts

This workflow performs a supervised topic classification on the forum posts. The training set consists of the description files of the KNIME nodes. Topic classes are the nodes top categories in the Node Repository (IO, Data Manipulation, etc ...) from KNIME versions prio to 3.0. Model is built on this training set and applied to forum posts. Top three topics with highest probability are chosen for the post topic class. A Tree Ensemble is used as classification model.

Text Classification from Forum Posts

 

Resources

EXAMPLES Server: 50_Applications/07_Forum_Analysis_of_the_KNIME_Forum/02_Text_Classification_from_Forum_Posts50_Applications/07_Forum_Analysis_of_the_KNIME_Forum/02_Text_Classification_from_Forum_Posts*
Download a zip-archive

References:

 

 


* Find more about the Examples Server here.
The link will open the workflow directly in KNIME Analytics Platform (requirements: Windows; KNIME Analytics Platform must be installed with the Installer version 3.2.0 or higher). In other cases, please use the link to a zip-archive or open the provided path manually