@favourakumute
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Mar 6, 2025 · 6 min read · Problem Predicting stroke is challenging when the data doesn’t reflect reality evenly. In many medical datasets, one class—like patients with stroke—can dominate, making it harder for models to learn meaningful patterns for the minority class. This i...
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Jan 22, 2025 · 6 min read · Problem Pneumonia is one of the leading causes of pediatric morbidity and mortality worldwide, which is why early and accurate detection of pneumonia remains critical in clinical settings, particularly for children. Envision an automated system that ...
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Sep 3, 2024 · 6 min read · Problem This project explored the factors that influence whether an individual subscribes to a personal insurance plan. By analyzing patterns in customer data, I aimed to build a model that could predict future subscriptions and provide insights into...
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