Project 1: Covid-19 Diagnosis

  • I and my team created a tool that predict admission to ICU of confirmed COVID-19 cases, to help healthcare system cater for patient who will need ICU support.

  • Decision Tree Classifier, Gaussian Naive Bayes, ExtraTrees Classifier, XGB Classifier, Logistic Regression are used to reach the best model.

  • After using Step Backwards Features Selection Method, Extra Trees Classifier gave the best accuracy of 74%

Link to GitHub Repository