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Thesaurus of Text Mining (ThesoTM)

... > algorithm > classification algorithm > bayesian model > naive Bayes classifier > Wordfish

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Wordfish

"Wordfish is a Poisson scaling model of one-dimensional document positions (Slapin and Proksch 2008). Wordfish also allows for scaling documents, but compared to Wordscores reference scores/texts are not required. Wordfish is an unsupervised one-dimensional text scaling method, meaning that it estimates the positions of documents solely based on the observed word frequencies." (source: https://tutorials.quanteda.io/machine-learning/wordfish/)

naive Bayes classifier

Référence(s) bibliographique(s)

• Slapin, J. B., & Proksch, S.-O. (2008). A scaling model for estimating time-series party positions from texts. American Journal of Political Science, 52(3), 705–722. https://doi.org/10.1111/j.1540-5907.2008.00338.x

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quanteda

Wordfish

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URI

http://data.loterre.fr/ark:/67375/LTK-Z81XMN91-V

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