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05_​Topic_​Modeling_​STM_​K_​Optimization

Topic Modeling with STM: Optimizing K via a Verified Component

The Topic Extractor (STM) verified component implements a score for semantic coherence, exclusivity and other scores.
In the settings of the component an automated search can be activated for an optimal K.
If activated the component will offer an interactive view (right click > interactive view) after execution.
The computed scores are also going to be offered at its last output.

Usually it is a tradeoff between those metrics. Read more on the Verified Components descriptions.

Topic Modeling with STM: Optimizing K via a Verified Component The Topic Extractor (STM) verified component implements a score for semantic coherence, exclusivity and other scores. In the settings of the component an automated search can be activated for an optimal K. If activated the component will offer an interactive view (right click > interactive view) after execution. The computed scores are also going to be offered at its last output. Usually it is a tradeoff between those metrics. Read more on the Verified Components descriptions. K controlledby flow variableTripAdvisor hotels reviewsoptimal K search right click to open viewTopic Extractor(STM) Strings To Document Excel Reader DocumentPreprocessing Partitioning Topic Extractor(STM) Partitioning Topic Assigner(STM) Select K Document Viewer Topic Modeling with STM: Optimizing K via a Verified Component The Topic Extractor (STM) verified component implements a score for semantic coherence, exclusivity and other scores. In the settings of the component an automated search can be activated for an optimal K. If activated the component will offer an interactive view (right click > interactive view) after execution. The computed scores are also going to be offered at its last output. Usually it is a tradeoff between those metrics. Read more on the Verified Components descriptions. K controlledby flow variableTripAdvisor hotels reviewsoptimal K search right click to open viewTopic Extractor(STM) Strings To Document Excel Reader DocumentPreprocessing Partitioning Topic Extractor(STM) Partitioning Topic Assigner(STM) Select K Document Viewer

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

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Created by: Paolo Tamagnini
Created at: 2023-05-02
On NodePit since: 2023-07-06
Last update: 2026-01-08
Created with KNIME version: v4.7.4
Tags: stmstructural topic modelingtopicverified componenttopic modeling

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