An Investigation of Missing Data Methods for Classification Trees Applied to Binary Response Data.

Yufeng Ding Jeffrey S. Simonoff

Published in: J. Mach. Learn. Res. (2010)

Keyphrases

missing data
missing values
incomplete data
classification trees
data sets
data analysis
low rank
high dimensional data
training data
multiple imputation
database
small number
input data
data points
historical data
nearest neighbor
artificial neural networks
predictive model
feature extraction
machine learning