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Estimating Topic Modeling Performance with Sharma–Mittal Entropy

Topic modeling is a popular approach for clustering text documents. However, current tools have a number of unsolved problems such as instability and a lack of criteria for selecting the values of model parameters. In this work, we propose a method to solve partially the problems of optimizing model...

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Detalles Bibliográficos
Autores principales: Koltcov, Sergei, Ignatenko, Vera, Koltsova, Olessia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7515157/
https://www.ncbi.nlm.nih.gov/pubmed/33267374
http://dx.doi.org/10.3390/e21070660