Coronavirus disease (COVID-19) is an infectious disease caused by a new virus. The disease causes respiratory illness (like the flu) with symptoms such as a cough, fever, and in more severe cases, difficulty breathing. You can protect yourself by washing your hands frequently, avoiding touching your face, and avoiding close contact (1 meter or 3 feet) with people who are unwell.
The idea is to stop the transmission by prioritizing tests and hence detecting the cases quickly.
- A machine learning model is trained on the data to findout the probability of person having the infection.
- The model is then used to find out whom to test for infection first under a limited testing capacity.
- Sample set of parameters are as follow:
- Features:
- Fever - Continuous
- Body Pain - Binary(0/1)
- Age - Discrete
- Runny Nose - Binary(0/1)
- Difficulty breathing - Categorical(-1/0/1)
- Labels:
- Probability of COVID-19 infection
- This app is successfully hosted on heroku.
- Abhinav Jha
- Junior Software Developer and Data Engineer
- LinkedIn - Abhinav Jha
- For any doubts contact : Abhinav Jha (abhinavjha98ald@gmail.com)