Combining instance selection for better missing value imputation.
Chih-Fong TsaiFu-Yu ChangPublished in: J. Syst. Softw. (2016)
Keyphrases
- missing values
- instance selection
- data imputation
- missing data
- nearest neighbor
- incomplete data
- text classification
- high dimensional data
- feature and instance selection
- supervised learning
- classification accuracy
- multiple instance learning
- data reduction
- multi class
- feature selection
- semi supervised learning
- evaluation criteria
- data analysis
- knowledge discovery and data mining
- reinforcement learning
- multiple imputation
- missing data imputation
- knn
- data points
- active learning
- bayesian networks
- incomplete data sets
- unsupervised learning
- model selection
- imputation methods
- training data