WIClick 🔮

Project presentation

Subject

The objective of this project is to determine whether or not a user will click on an ad based on the characteristics of the user, the ad and its context.

Team

• Julien Roumagnac julien-roumagnac
• Quentin France Franceq34
• Audrey Samson SamsonAudrey
• Nathan Traineau NathanTraineau

Geting Started

Requirements ‼️ ⚠️

This project was developed in scala with apache spark.

• Scala (Version 2.11.12)
• Spark (Version 2.3)
• Sbt (Version 1.2.8)

Launching and Usage 🚀

First you have to download the project

git clone https://github.com/SamsonAudrey/WI.git
cd WI

Once placed in the project

sbt
run [pathToData] [task]     

[pathToData] : replace it by your json file path

[task] : two possible values : train or predict

usage examples : run mypath/to/data/data.json predict     or     run mypath/to/data/data.json train

Results

For a predict task you will find the result csv in the PREDICTIONCSV folder