Browsing Theses by Subject "Feature Engineering"

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Dengue Fever Prediction Using Machine Learning Approaches

Suchita, Ishrat (Daffodil International University, 2024-01-29)

Dengue fever, also a viral infection spread by mosquitoes, is still a major global health concern, impacting millions of people each year. By applying a carefully controlled dataset of 521 entries and 23 variables, this ...
House Capital Prediction Using Machine Learning in Python

Bone, Golam Ahmed (Daffodil International University, 2024-01-29)

In this work, I explore the use of a machine-learning system to forecast whether the Home will be our asset or Liability after buying it. While there are certainly many factors to consider while buying a home, the house ...
Machine Learning and Deep Learning Approaches to Predict Early Stage of Diabetes

Baidya, Sonnet (Daffodil International University, 2024-01-29)

This study offers a thorough methodology that makes use of a variety of deep learning and machine learning algorithms to predict early stage of diabetes. Recurrent neural networks (RNN), Feedforward Neural Networks (FNN), ...

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