Uplift-prediction task. It's necessary to sort clients by decreasing communication efficiency.
The competition page: https://retailhero.ai/c/uplift_modeling.
Data:
- data/clients.csv
- data/products.csv
- data/purchases.csv - customer purchase history before sms campaign.
- data/uplift_train.csv - training sample of clients, information about communication and reaction.
- data/uplift_test.csv - test clients for which it is necessary to evaluate uplift.
Public: #7 0.1060
Private: #4 0.098330
You can find description of all used features here.
python main.py
This project is open-sourced software licensed under the MIT license.