Missing Data Imputation

Feature-engine’s missing data imputers replace missing data by parameters estimated from data or arbitrary values pre-defined by the user. The following image summarizes the main imputer’s functionality.

../../_images/imputersSummary.png

In this guide, you will find code snippets to quickly be able to apply the imputers to your datasets, as well as general knowledge and guidance on the imputation techniques.