I am currently studying the methods by which I can fill the missing value in the categorical variable.I have studied the methods like
- The highest frequency of the variable.
- Model building approach
- User defining approach(by finding the correlation between the variable)
I want to know if clustering can be used as one of the methods for filling the missing value of the variable.