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Mr. Bhusare Ganesh Pravin and Prof. J. R. Mahajan

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Review Open access Oct 2026

A Reproducible Evaluation Framework for TF-IDF-Based Machine Learning in Sentiment Classification

Sentiment analysis is an important Natural Language Processing (NLP) task used to automatically identify the emotional orientation expressed in textual data. Although recent research increasingly focuses on deep learning and transformer-based language models, classical machine-learning methods combined with Term Freque...

Mr. Bhusare Ganesh Pravin and Prof. J. R. Mahajan · 0 citations

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