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Task: Churn analyse

Implemented:

  • Design a criteria for churned users and create labels;
  • Design new features;
  • Data aggregation;
  • Train three classification models and choose the best one;
  • Select best features;
  • Result interpretation.

Files:

  • explore.ipynb - Data analyse and transformations.
  • models.ipynb - Models training and interpretations.

The dataset for the project can be found here: https://www.kaggle.com/sharthz23/sna-hackathon-2019-collaboration?select=train.

The project is written on Scala, please use Almond to run it: https://almond.sh/

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