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convertion-rate's Introduction

Project with Jedha

Link to the presentation video

Presentation video

Objective

We organized a Supervised machine learning challenge for our promotion students. The goal of this project is to create a machine learning algorithm in order to predict the conversion rate on a website. Conversion rate i.e. "will the customer buy a product or not?".

  • Try different algorithms
  • Train the best algorithm on all data
  • Deliver predictions on a test set

Dataset

Dataset from Jedha: train set and test set

Prerequisites

Download and extract both datasets from the links above

Dependencies

  • The source code is written in Python 3.
  • The python packages can be installed with pip : pip3 install -R requirements.txt

Usage

Run the file linearly

Team contributors

Axelle Gottafray

References

convertion-rate's People

Contributors

axelle50 avatar

Watchers

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