Multi-label Text Classification in Machine Learning leaf node


URI

https://openalex.org/T11550

Label

Multi-label Text Classification in Machine Learning

Description

This cluster of papers focuses on the application of machine learning algorithms for multi-label text classification, with an emphasis on techniques such as feature selection, Naive Bayes classifier, K-nearest Neighbor (KNN), hierarchical classification, and support vector machines (SVM). The research covers various aspects of document categorization and information retrieval in the context of text mining and natural language processing.

Implementation

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@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

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    rdfs:label "Multi-label Text Classification in Machine Learning"@en ;
    rdfs:isDefinedBy openalex: ;
    owl:sameAs <https://en.wikipedia.org/wiki/Multi-label_classification>,
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    skos:broader oasubfields:1702 ;
    skos:definition "This cluster of papers focuses on the application of machine learning algorithms for multi-label text classification, with an emphasis on techniques such as feature selection, Naive Bayes classifier, K-nearest Neighbor (KNN), hierarchical classification, and support vector machines (SVM). The research covers various aspects of document categorization and information retrieval in the context of text mining and natural language processing."@en ;
    skos:inScheme openalex: ;
    skos:prefLabel "Multi-label Text Classification in Machine Learning"@en ;
    openalex:cited_by_count 397115 ;
    openalex:works_count 23720 .