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Predicting Survival in Titanic

A simple Flask application to predict who survived in Titanic.

Features:

  • Age
  • Sex
  • Class
  • Port of Embarkation
  • Age x Class

Model: Random Forest Classifier

  • Training Accuracy: 82.5%
  • Cross-Validation Accuracy: 82.0%
  • Testing Accuracy: 78.5%

Demo: https://huiling-titanic.herokuapp.com/

Created By: Hui Ling