Data Imputation

#machine-learning #interview

Data imputation simply means replacing the missing data with something.

There are multiple ways to impute data,

  1. Mean
  2. Median
  3. Mode
  4. Replace with most co-related data Finding Co-relation between two data or distribution
  5. Assign new category i.e. unknown (For categorical values)

Related Notes