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LDA filter: A Latent Dirichlet Allocation preprocess method for Weka

This work presents an alternative method to represent documents based on LDA (Latent Dirichlet Allocation) and how it affects to classification algorithms, in comparison to common text representation. LDA assumes that each document deals with a set of predefined topics, which are distributions over...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:PLoS One
Egile Nagusiak: Celard, P., Vieira, A. Seara, Iglesias, E. L., Borrajo, L.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Public Library of Science 2020
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7652301/
https://ncbi.nlm.nih.gov/pubmed/33166342
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0241701
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