Data Imputation
Data imputation simply means replacing the missing data with something.
There are multiple ways to impute data,
- Mean
- Median
- Mode
- Replace with most co-related data Finding Co-relation between two data or distribution
- Assign new category i.e. unknown (For categorical values)