Kamrul Golder, Md Shymon Islam, Fahim Faisal Tarun, Plabon Biswas, and Shahanaj Akter. "An Empirical Study on Developing Stacking Ensemble Model for Bangla Sports Sentiment Analysis." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2024.
Md Shymon Islam, Abu Naim Khan, Dhurubo Dutta Dev, M. Raihan, Sifat Al Mubid, and Md Sharzul Mostafa. "Stacked-KBR: An Ensemble Method for Analyzing YouTube Bangla Song Reviews Using a Novel Dataset." In 2024 27th International Conference on Computer and Information Technology (ICCIT), pp. 1522-1527. IEEE, 2024.
⚾ MLB win prediction using an era-adjusted stacking ensemble. Achieved a Private MAE of 2.93 on Kaggle. Features include domain-driven engineering (Pythagorean expectation, run differential, WHIP), automated feature selection (RFE, Lasso), TimeSeriesSplit validation, and a Ridge meta-learner. 🚀
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