You are assigned to read a study that finds data transformation can help customer churn prediction. Identify data transformation$($s$)$ used in that study.

Answers:

Dimension reduction

Aggregation to lower granularity and reduce data size

Discretization of continuous numerical attribute

Sampling to reduce number of records