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

Discretization of continuous$$numerical attribute

Dimension reduction

Aggregation to lower granularity and reduce data size

Sampling to reduce number of records