An Ensemble Method for Data Imputation.
Yichen DingW. Nick StreetLing TongShangguan WangPublished in: ICHI (2019)
Keyphrases
- data imputation
- ensemble methods
- missing values
- missing data
- random forest
- prediction accuracy
- random forests
- rotation forest
- machine learning methods
- decision trees
- benchmark datasets
- ensemble learning
- base classifiers
- multilabel classification
- ensemble classifier
- incomplete data
- image classification
- cluster ensemble
- imputation methods
- ensemble members
- feature selection
- active learning
- base learners
- classifier ensemble
- subspace methods
- genetic algorithm
- image processing