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Heat map visualization of median coherence scores for three corpora: Caselaw (cas), Pubmed Abstracts (pma), Pubmed Central (pmc).
Median coherence scores across all search-term based models ("climate", "earth", "environmental" "pollution")
The median is found from 1,116 total coherence scores. Coherence was scored across every combination of:
- TopicCount: 10-40
- Hyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric]
- Hyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric]

Creador

• McCabe, Erin E.

Licencia

• Public Domain Mark 1.0

Tema

• Topic Models
• Natural Language Processing
• Topic Coherence

Presentador

Erin E. McCabe

Colegio

• Libraries

Departamento

• Digital Scholarship Center (DSC)

Fecha de creacion

• 2022

Editor

• University of Cincinnati

Género

• Map/Chart

Idioma

• English

Nota

• Interactive Version available online at: https://public.tableau.com/views/Hyperparameter_CoherenceEvaluations/MedianCoherence?:language=en-US&:display_count=n&:origin=viz_share_link

URL relacionada

•  https://public.tableau.com/views/Hyperparameter_CoherenceEvaluations/MedianCoherence?:language=en-US&:display_count=n&:origin=viz_share_link

Digital Object Identifier (DOI)

Identificador: doi:10.7945/e88y-j769
Enlazar: https://doi.org/10.7945/e88y-j769

Este enlace DOI es la mejor manera para que otros citen su trabajo.

Relaciones

En Colección:

• 'Model of Models' Methods

Elementos