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<div><p>Bangla news floods the web, and the need for smarter and more efficient classification techniques is greater than ever. Previous studies mostly focused on traditional models, overlooking the potential of hybrid techniques to handle the ever-growing complex dataset and its linguis...

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Bibliographic Details
Main Author:	Tanzir Hossain (21511899) (author)
Other Authors:	Ar-Rafi Islam (21511902) (author), Md Humaion Kabir Mehedi (21453638) (author), Annajiat Alim Rasel (21511905) (author), M. Abdullah-AL-Wadud (21511908) (author), Jia Uddin (21453647) (author)
Published:	2025
Subjects:	Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified support vector machine research contributes significantly including confusion matrices deep learning architectures efficient classification techniques deep learning techniques growing complex dataset achieve higher accuracy machine learning approach deep learning hybrid techniques news classification word2vec embeddings traditional models term memory study utilized study presents stacking meta roc curves remarkable 94 performing model performance behind offering insights model performances linguistic patterns idf vectorization hybrid models error analysis ensemble methods depth analysis comprehensive approach
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