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Solution3

News relevance webinar

This workflow was presented at the webinar "KNIME & Redfield Present State-of-the-Art Language Models, Now Available Through Low-Code/No-Code" on September 29th, 2022.

en_core_web_mdLabelUnwind embeddingsas columns80% training20% testColor by relevance classLabelledarticles (top)New articles(bottom)Topic analysisCo-occurenceTag cloudUnwind embeddingsas columnsLabelledarticlesNew articlesNode 4639Label test recordsLabel new articlesProvide the numberof textsSpacy ModelSelector Concatenate Number To String Split CollectionColumn Partitioning Color Manager Row Splitter Keyword Search Text analysisdashboard Split CollectionColumn CSV Reader CSV Reader Prediction modelevaluation Random ForestLearner Random ForestPredictor Random ForestPredictor Row Sampling en_core_web_mdLabelUnwind embeddingsas columns80% training20% testColor by relevance classLabelledarticles (top)New articles(bottom)Topic analysisCo-occurenceTag cloudUnwind embeddingsas columnsLabelledarticlesNew articlesNode 4639Label test recordsLabel new articlesProvide the numberof textsSpacy ModelSelector Concatenate Number To String Split CollectionColumn Partitioning Color Manager Row Splitter Keyword Search Text analysisdashboard Split CollectionColumn CSV Reader CSV Reader Prediction modelevaluation Random ForestLearner Random ForestPredictor Random ForestPredictor Row Sampling

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Download

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

Download Workflow
Created by: p.korhonen
Created at: 2022-08-18
On NodePit since: 2023-05-04
Last update: 2024-12-17
Created with KNIME version: v4.7.2
Tags: BERTSpacyRedfieldText analysisText classificationNLPTopic modeling

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