survivalpredict.datasets.load_iranian_telecom_churn

survivalpredict.datasets.load_iranian_telecom_churn()

Load iranian telecom churn datset.

Sample churn data for a 12 months period, from the Iranian telecom company. Taken from https://archive.ics.uci.edu/dataset/563/iranian+churn+dataset.

The dataset was originally used in the following article: Jafari-Marandi, R., Denton, J., Idris, A., Smith, B. K., & Keramati, A. (2020). Optimum Profit-Driven Churn Decision Making: Innovative Artificial Neural Networks in Telecom Industry. Neural Computing and Applications.

Returns:

A dict of arrays containing iranian telecom churn datset components. The possible keys for this dict are:

X

The data matrix.

times

Associated encoding for last known interval of survival.

events

’1’ if churned, ‘0’ is censored.

column_names

Column names of the ‘X’ array.

Return type:

dict of arrays