Utilizing XGBoost for pattern recognition, SVM for non-linear relationships, and an ensemble of Random Forest, AdaBoost, and Logistic Regression, my Bangla news categorization achieves precision through diverse modeling. This comprehensive approach ensures accurate classification, capturing linguistic nuances and cultural references in Bangla news articles.
Dataset Link: https://www.kaggle.com/datasets/furcifer/bangla-newspaper-dataset/data
Project done by: Md. Injamul Haque && Shakil Rana