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Author

Rocio Noriega Guzman

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Review Sep 2026

EVALUATION OF TEXT CLASSIFICATION ALGORITHMS: A STUDY ON CLASS IMBALANCE AND PREPROCESSING

This paper presents a controlled comparative study of traditional machine learning algorithms for thematic text classification, focusing on the impact of preprocessing strategies and class imbalance on model performance under different data conditions. Two experimental scenarios were considered: the Women’s Clothing E-...

Dulce Liliana Estrada Bahena, Alicia Martínez Rebollar, Hugo Estrada Esquivel et al. · 0 citations

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