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Survival prediction

This repository contains the files needed to run the data analysis.

Context

We have two datasets, one that is the train set and contains annoted data and another that is test set and contains none annoted data. We have to use train set in order to find the best ML model to predict output of the test set.

Files included

  • Data dictionnary.png : informations about variables
  • Variables note.png : specific informations about some variables
  • Titanic_survival_prediction.ipynb : My analysis script
  • README.md : This file
  • train.csv : Train set
  • test.csv : Test set
  • submission.csv : Output of the prediction

About

This work is a Kaggle competition whose the aim is to use machine learning to create a model that predicts which passengers survived the Titanic shipwreck.

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