Machine learning model to predict loan status and suggest loan collection messages to send to loan deafulters
The system suggest messages depending on the laon status which is dependent on overdue days, paid percentage and no of times the borrowed has taken the loan
The system is developed using flask webframe work for uses to enter values submit the values and then response messages are returned from the model prediction
The model is trained with data using logistic regression to classify where the target is the loan status
https://loancollection.ericgichuri.co.ke/
https://ericgichuri.co.ke for more about the code