Covid-symptoms-prediction

A Machine learning binary classification project using sklearn based on Covid19 symptoms dataset which was available online.

The original dataset contained messy and null values which were removed beforehand.

Dataset

The cleaned dataset is available in this repository. After preprocessing, the dataset contained NaN values which were taken care of, in the jupyter notebook

Acknowledgements

Israel Ministry of Health (Israeli government) https://data.gov.il/dataset/covid-19 (Original dataset)

ML models applied

Logistic Regression

KNN classification

Gradient Boosting

Random Forest Classifier