Text Classification: How Machine Learning Is Revolutionizing Text Categorization

Text Classification: How Machine Learning Is Revolutionizing Text Categorization

The automated classification of texts into predefined categories has become increasingly prominent, driven by the exponential growth of digital documents and the demand for efficient organization. This paper serves as an in-depth survey of text classification and machine learning, consolidating dive...

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Manylion Llyfryddiaeth
Prif Awduron: Hesham Allam, Lisa Makubvure, Benjamin Gyamfi, Kwadwo Nyarko Graham, Kehinde Akinwolere
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: MDPI AG 2025-02-01
Cyfres:Information
Pynciau:
text categorization (TC)
machine learning
automation
document representation
dimension reduction
classifier evaluation
Mynediad Ar-lein:https://www.mdpi.com/2078-2489/16/2/130

Rhyngrwyd

https://www.mdpi.com/2078-2489/16/2/130

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