Skip to content

magoavi/churn

Repository files navigation

Abstract | License

Packagist Packagist

alt text

Compare different machine learning algorithms for predicting customer churn.

Abstract

The following Machine Learning Algorithms were compared:

  1. Logistic Regression with a penalty term
  2. Classification Tree
  3. Classification Tree with Bagging
  4. Random Forest
  5. K nearest Neighbours
  6. Support Vector Machines

The following factors determine the final choice of the machine learning algorithm which will be used:

  1. Ease in handling categorical variables
  2. Effect from unimportant Variables

License

GNU GENERAL PUBLIC LICENSE

Version 3, 29 June 2007

Copyright (C) 2007 Free Software Foundation, Inc. http://fsf.org/ Everyone is permitted to copy and distribute verbatim copies of this license document, but changing it is not allowed.