Problem Statement : Default Prediction using SVM

create conda enviroment

conda create --name deployment python=3.6

activate the conda env and install libraries

conda activate deployment pip install -r requirements.txt

deactivate the enviroment

conda deactivate

request url

http://127.0.0.1:5000/api/prediction

request method:

post

request data in json

{ "Gender": 0.0, "Married": 0.0, "Dependents": 10.0, "Education": 1.0, "Self_Employed": 0.0, "ApplicantIncome": 1.0, "CoapplicantIncome": 0.0, "LoanAmount": 104300.0, "Loan_Amount_Term": 36.0, "Credit_History": 0.0, "Property_Area": 2.0 }

Response:

eligible or not eligible