Bootstrapping and Multiple Imputation Ensemble Approaches for Missing Data

Shehroz S. Khan, Amir Ahmad, Alex Mihailidis

Presence of missing values in a dataset can adversely affect the performance of a classifier. Single and Multiple Imputation are normally performed to fill in the missing values. I…