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Scala ad click predicting using Spark and Mllib

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clickFinder

Prediction of clicks

This project is being carried out by Martin Cayuelas, Nicolas Guary, Nathan Guillaud and Théo Ponthieu.

Get And Run the project

To run the project

git clone https://github.com/MartinCayuelas/clickFinder.git
cd clickFinder
sbt assembly

⚠️ Do not remove or modify the models folder!

Predict

To predict

java -jar clickFinder.jar predict <nameFile> <modelName (default = "randomForestModel")>

To predict 1000 rows

java -jar clickFinder.jar predict1000 <nameFile>

Train

To train

java -jar clickFinder.jar train <nameFile> <modelName>

Result

The prediction results can be found in the output/<fileNameGiven>/part-00000-xxxxxx.csv folder

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  • Scala 100.0%