An efficient ensemble method for missing value imputation in microarray gene expression data.
Xinshan ZhuJiayu WangBiao SunChao RenTing YangJie DingPublished in: BMC Bioinform. (2021)
Keyphrases
- missing values
- ensemble methods
- microarray gene expression data
- data imputation
- missing data
- random forest
- benchmark datasets
- cancer classification
- prediction accuracy
- decision trees
- ensemble learning
- random forests
- incomplete data
- microarray data
- machine learning methods
- gene expression data
- base classifiers
- imputation methods
- gene expression
- data sets
- gene regulatory networks
- microarray datasets
- high dimensional data
- microarray
- cluster ensemble
- maximum likelihood
- data mining