Project information

  • Problem statement :
    • Predicting the payment methods most likely to be preferred by consumers while ordering food
  • Type of problem : Classification
  • Algorithm used :Logistic Regression (Multi class – 4 variables, Binary – 2 variables)
  • Tool for analysis : Anaconda (Python)

Capstone Project- Restaurant

Business Outcome
  1. For Restaurants :
    • To have a cashless transaction model
  2. Promotional offers like discounts & cash backs depending on :
    • Number of orders/month (Eg : cash back on 4th order)
    • Maximum cost/order (Eg : 10% off on order above Rs. 450)