Coronavirus Disease 19 or COVID-19 is a deadly virus that attacks the lungs and is very easy to transmit so that it has spread to all corners of the world. A system for the classification of COVID-19 patient data is needed so that patients can determine further treatment for COVID-19, such as self-isolation, or requesting advanced treatment in a hospital. XGBoost is an implementation of Gradien…