Categorization Arabic Text Using SVM and KNN Algorithms

Content arrangement is a strategy for marking regular dialect writings with one or a few classifications from a predefined set. Two calculations, to be specific, bolster vector machine (SVM) and k-closest neighbor (KNN), are utilized to examine Arabic content order (TC). Distinctive Arabic datasets are utilized to analyze the two calculations. This examination has been intended to order extraordinary Arabic content. Result demonstrates that TC by means of the SVM calculation beats TC by means of KNN regarding all measures.

Publication Details

Journal
International Journal of Engineering & Technology
Published
2026-04-27
DOI
https://doi.org/10.14419/ijet.v7i3.20.28415
Primary Topic
Mycorrhizal Fungi and Plant Interactions
Type
article
Field-Weighted Citation Impact
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article

Categorization Arabic Text Using SVM and KNN Algorithms

International Journal of Engineering & Technology
Mycorrhizal Fungi and Plant Interactions
article

Categorization Arabic Text Using SVM and KNN Algorithms

article en

Abstract

Content arrangement is a strategy for marking regular dialect writings with one or a few classifications from a predefined set. Two calculations, to be specific, bolster vector machine (SVM) and k-closest neighbor (KNN), are utilized to examine Arabic content order (TC). Distinctive Arabic datasets are utilized to analyze the two calculations. This examination has been intended to order extraordinary Arabic content. Result demonstrates that TC by means of the SVM calculation beats TC by means of KNN regarding all measures.

International Journal of Engineering & TechnologyVol. 7(3.20)
Quality Education
Openalex Percentile: Top 100%
Mycorrhizal Fungi and Plant Interactions
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Categorization Arabic Text Using SVM and KNN Algorithms · International Journal of Engineering & Technology (2026) | TGRS Research Map | TGRS