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Synset-based dataset built by using semantic-based feature reduction techniques.

Name: Synset-based dataset built by using semantic-based feature reduction techniques.
Keywords: semantic information, supervised classification, synset, text classification, ontological dictionaries, dimensionality reduction

Research datakeyboard_double_arrow_right Dataset 23 Nov 2022 English Publisher:Zenodo

Authors: Novo-Lourés, Maria; Quintás, Javier; Pavón, Reyes; Laza, Rosalía; Méndez, José R.; Ruano-Ordás, David;

doi: 10.5281/zenodo.7351576 , 10.5281/zenodo.7351575

Synset-based dataset built by using semantic-based feature reduction techniques.

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Abstract

Dataset was built by applying an enhanced semantic-based feature selection method over to publicly available datasets: SpamAssassin (SA.zip) and Youtube Comments (YT.zip).

Related Organizations

Universidade de Vigo
Spain

Keywords

semantic information, supervised classification, synset, text classification, ontological dictionaries, dimensionality reduction

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