https://github.com/multivacplatform/multivac-kaggle-titanic

Simple example of Titanic competition by Spark 2.2
https://github.com/multivacplatform/multivac-kaggle-titanic

kaggle-competition machine-learning scala spark

Last synced: 16 days ago
JSON representation

Simple example of Titanic competition by Spark 2.2

• Host: GitHub
• URL: https://github.com/multivacplatform/multivac-kaggle-titanic
• Owner: multivacplatform
• License: mit
• Created: 2017-09-07T14:10:39.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2019-01-11T16:18:11.000Z (about 6 years ago)
• Last Synced: 2024-11-13T08:37:23.597Z (3 months ago)
• Topics: kaggle-competition, machine-learning, scala, spark
• Language: Scala
• Homepage: https://multivac.iscpif.fr/
• Size: 65.4 KB
• Stars: 3
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Machine Learning from Disaster (Kaggle) 

[![GitHub license](https://img.shields.io/badge/license-MIT-blue.svg)](https://github.com/multivacplatform/multivac-kaggle-titanic/blob/master/LICENSE) [![Build Status](https://travis-ci.org/multivacplatform/multivac-kaggle-titanic.svg?branch=master)](https://travis-ci.org/multivacplatform/multivac-kaggle-titanic) [![Multivac Discuss](https://img.shields.io/badge/multivac-discuss-ff69b4.svg)](https://discourse.iscpif.fr/c/multivac) [![Multivac Channel](https://img.shields.io/badge/multivac-chat-ff69b4.svg)](https://chat.iscpif.fr/channel/multivac)

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](https://benfradet.github.io/blog/2015/12/16/Exploring-spark.ml-with-the-Titanic-Kaggle-competition)

* [Titanic: Machine Learning from Disaster (Kaggle)](https://databricks-prod-cloudfront.cloud.databricks.com/public/4027ec902e239c93eaaa8714f173bcfc/19095846306138/45566022600459/8071950455163429/latest.html)

## Code of Conduct

This, and all github.com/multivacplatform projects, are under the [Multivac Platform Open Source Code of Conduct](https://github.com/multivacplatform/code-of-conduct/blob/master/code-of-conduct.md). Additionally, see the [Typelevel Code of Conduct](http://typelevel.org/conduct) for specific examples of harassing behavior that are not tolerated.

## Useful Links

* [Building Classification model using Apache Spark](http://vishnuviswanath.com/spark_lr.html)

* [Revisit Titanic Data using Apache Spark](https://6chaoran.wordpress.com/2016/08/13/__trashed/)

* [Would You Survive the Titanic? A Guide to Machine Learning in Python](https://blog.socialcops.com/engineering/machine-learning-python/)

## Copyright and License

Code and documentation copyright (c) 2017-2019 [ISCPIF - CNRS](http://iscpif.fr). Code released under the [MIT license](https://github.com/multivacplatform/multivac-kaggle-titanic/blob/master/LICENSE).