The predictivesystem.py is just for testing purpose kindly don't use the file.
You don't need to re-run the Diabeties_predection _using_ensemble_methods.ipynb file as the required model is saved and exported as diabetes_model.sav
Install the following package -.-.-.-.-.-.-.-.-.-.-.-.-.-.-.- - pip install -U scikit-learn scipy matplotlib - pip install numpy - pip install streamlit - pip install networkx After the installation : Run the following code in the terminal -> streamlit run .\Webapp.py NOTE : WHILE ENTERING THE VALUE THE VALUE SHOULD BE INTEGER OR FLOAT.
Some Example to check the system is working or not: (6,148,35,33.6,50) Expected output --> 1(YES) (10,139,0,27.1,57) Expected output --> 0(NO) (11,143,33,36.6,51) Expected output --> 1(YES) (5,109,26,36,60) Expected output --> 0(NO)