Kraya007/Logistic-Regression-News-Classification

Multinomial Logistic Regression model for classifying news articles in English and isiXhosa from the MasakhaNEWS dataset. Includes data preprocessing, feature extraction (BoW, TF-IDF, Binary), hyperparameter tuning, and evaluation in PyTorch. Highlights challenges of multilingual, imbalanced datasets.