multivacplatform/multivac-kaggle-titanic

Simple example of Titanic competition by Spark 2.2

Machine Learning from Disaster (Kaggle)

This repo is just for learning purposes to anyone who is new to Machine Learning by Apache Spark. https://www.kaggle.com/c/titanic

Environment and Tests

• Scala 2.11.x
• Apache Spark 2.2
• Tests locally and in Cloudera (CDH 5.12)

How-To

• sbt update
• sbt "run local" - This runs the code on your local machine
• sbt pacakge - to use the JAR by spark-submit
• You can set ParamGrid values for cross validation inside ParamGridParameters.scala

Re-used Codes

• Exploring spark.ml with the Titanic Kaggle competition
• Titanic: Machine Learning from Disaster (Kaggle)

Code of Conduct

This, and all github.com/multivacplatform projects, are under the Multivac Platform Open Source Code of Conduct. Additionally, see the Typelevel Code of Conduct for specific examples of harassing behavior that are not tolerated.

Useful Links

• Building Classification model using Apache Spark
• Revisit Titanic Data using Apache Spark
• Would You Survive the Titanic? A Guide to Machine Learning in Python

Copyright and License

Code and documentation copyright (c) 2017-2019 ISCPIF - CNRS. Code released under the MIT license.