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knn-python

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This project aims to build a complete pattern recognition system to solve classification problems using the k-Nearest Neighbors (KNN) algorithm. To classify chest X-ray images into three categories: COVID-19 positive, pneumonia positive, and normal. To achieve this, we utilize the COVID-19 Chest X-ray dataset available on Kaggle.

  • Updated May 14, 2024
  • Jupyter Notebook

This GitHub repository hosts the project report and analysis code on investigating lifestyle habits and medical conditions influencing diabetes prevalence. Utilizing data from the CDC's Behavioral Risk Factor Surveillance System survey, the project explores correlations and predictive models for diabetes risk.

  • Updated Feb 27, 2024
  • Jupyter Notebook

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