BIG DATA Projects

 

Year 2017-2018

  1. Hamza Ouhaichi, This project present the implementation of email spam classification using Spark and Java, the classification is based on Naive Bayes’ approach, so in a first time we wrote the implementation from scratch using only simple methods from Spark, then we used “NaiveBayesModel” from MLlib. For this classification we used the the emails subject, because when using the whole body of the email the accuracy get too low. We made us of Gradle for packaging the Java application which, after run, it is accessible from the browser.
    Get it from GitHub
credits unica.it | accessibilità Università degli Studi di Cagliari
C.F.: 80019600925 - P.I.: 00443370929
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