Miguel Amezola

Professional software development portfolio.


Surviving the Titanic


Overview

  • Developed a decision tree classifier from scratch in order to predict survival on the Titanic.
  • The mean accuracy of the tree predictor was compared with that of a Scikit-Learn bagging meta-estimator.
  • As an extra feature, added a method for exporting a representation of a tree as a DOT graph.
  • Implemented using Python, Scikit-Learn, and Graphviz.
  • Source code: https://github.com/aM3z/titanic

I used Python to implement a decision tree classifier from scratch in order to predict survival on the Titanic.

;