Impact of Missing Value Imputation on Classification for DNA Microarray Gene Expression Data - A Model-Based Study.
Youting SunUlisses M. Braga-NetoEdward R. DoughertyPublished in: EURASIP J. Bioinform. Syst. Biol. (2009)
Keyphrases
- missing values
- data imputation
- missing data
- microarray gene expression data
- decision trees
- support vector machine
- incomplete data sets
- support vector machine svm
- feature vectors
- support vector
- pattern recognition
- text classification
- maximum likelihood
- high dimensional data
- training set
- feature space
- incomplete data
- multiple imputation
- feature selection