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-...