Browsing Faculty of Science and Information Technology by Subject "Xgboost"

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Dhaka city Air Pollution Prediction Using Machine Learning Techniques

Al Shariar, Syed Fahim (Daffodil International University, 2025-01-13)

Clean air is crucial for animal life as well as human health since it is associated with a number of deadly illnesses, including cancer. However, due to the world's rapid urbanization and population growth, activities ...
A Machine Learning Approach for Diabetes Prediction Using Ensemble Feature Selection and Hyperparameter Tuning.

Al-Mozahid, Md. (Daffodil International University, 2025-01-13)

Early identification of diabetes is important for controlling the disease and avoiding problems. To improve the Predictive data mining of Diabetes prediction based on a dataset from Kaggle that focuses on diabetes, In this ...
Sentiment Analysis Using Facebook Comments

Hossain, Shakib; Uddin, Jalal (Daffodil International University, 2025-05-14)

Sentiment analysis of Bangla text on social media platforms like Facebook offers valuable insights into public opinion, sentiment trends, and behavior. Despite growing interest, challenges such as intricate morphology, ...

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