Predict if the customer will churn or not
Compare different machine learning algorithms for predicting customer churn.
The following Machine Learning Algorithms were compared:
- Logistic Regression with a penalty term
- Classification Tree
- Classification Tree with Bagging
- Random Forest
- K nearest Neighbours
- Support Vector Machines
The following factors determine the final choice of the machine learning algorithm which will be used:
- Ease in handling categorical variables
- Effect from unimportant Variables
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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.