Mode Imputation: Replace the missing values with the most frequently occurring value from the non-missing observations. This is kind of an analog to mean imputation for categorical features but would face the same issues if there is a systemic nature to the missingness.
What is Mode Imputation?
Mode Imputation: Replace the missing values with the most frequently occurring value from the non-missing observations. This is kind of an analog to mean imputation for categorical features but would face the same issues if there is a systemic nature to the missingness.
Help us improve this post by suggesting in comments below:
– modifications to the text, and infographics
– video resources that offer clear explanations for this question
– code snippets and case studies relevant to this concept
– online blogs, and research publications that are a “must read” on this topic
Partner Ad
