omarmohamed101 / shopping

AI predict whether online shopping customers will complete a purchase using supervised learning

KNN classifier

AI to predict whether online shopping customers will complete a purchase.

Table of contents

• Quick start
• Code Flow
• Background
• Output

Quick start

• in order to run this code you should install python3 on your machine.
• Dependancies scikit-learn numpy pandas
• Clone the repo git clone https://github.com/omarmohamed101/Shopping.git

Background

When users are shopping online, not all will end up purchasing something. Most visitors to an online shopping website, in fact, likely don’t end up going through with a purchase during that web browsing session. It might be useful, though, for a shopping website to be able to predict whether a user intends to make a purchase or not: perhaps displaying different content to the user, like showing the user a discount offer if the website believes the user isn’t planning to complete the purchase. How could a website determine a user’s purchasing intent? That’s where machine learning will come in.

Code Flow

• load_data
• train_model
• evaluate

Output