This case study aims to explore the COVID-19 data that is available and use it to build a model that will predict the likelihood of patients recovering from COVID-19 based on the age, gender & symptoms. After the model has predicted, it uses LIME to provide the explanations on why a prediction has been made.
Please note that this case study is intended for educational purpose only to help understand the application of LIME on real world data.
Refer to this blog for more details on this case study: https://lakshmi1212.medium.com/unboxing-the-black-box-using-lime-5c9756366faf