Icon

Multilabel_​classification

Multilabel classification of StackOverFlow posts with Redfield NLP Nodes

The workflow demonstrates how to appy BERT model for multi-label classification to identify the tags of the StackOverFlow posts.

Node 3Classes distributionGet statisticson the texts lengthTrainig+validationtestingTrainingvalidationReading dataApply the modelPredictions analysisNode 392BERT Model Selector Bar Chart Text assessment Partitioning Partitioning Table Reader BERT Predictor Multilabel resultsvisualization BERT ClassificationLearner Node 3Classes distributionGet statisticson the texts lengthTrainig+validationtestingTrainingvalidationReading dataApply the modelPredictions analysisNode 392BERT Model Selector Bar Chart Text assessment Partitioning Partitioning Table Reader BERT Predictor Multilabel resultsvisualization BERT ClassificationLearner

Nodes

Extensions

Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: artem
Created at: 2021-01-08
On NodePit since: 2021-11-19
Last update: 2024-04-27
Created with KNIME version: v4.6.1
Tags: RedfieldNLPBERTMulti-label classificationText classification

Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.

Try NodePit Runner!