Impute vs. Ignore: Missing values for prediction.

Qianyu Zhang Ashfaqur Rahman Claire D'Este

Published in: IJCNN (2013)

Keyphrases

missing values
data imputation
imputation methods
missing data
incomplete data
missing data imputation
high dimensional data
data matrix
incomplete data sets
data cleaning
missing information
feature values
exponential family
decision trees
detection algorithm