There are 3 jupyter notebooks:

• DataCleaningFeatureSelection.ipynb is where we preprocessed data e.g. cleaning, generation of new features. If you run that you'll get two final files which you can use for modeling.

• In Modeling.ipynb we did some feature engeneering. We dropped some features like ICU_id and hospital_id. All modeling stuff is also in this file

• In FeatureSelection.ipynb we made some feature selection using a LOFO library from here https://github.com/aerdem4/lofo-importance

Main contributors:

• https://github.com/msmelguizo - Maria Wellen msmelguizo@gmail.com
• https://github.com/maloyan - Narek Maloyan narek1110@gmail.com