Fuzzy rough assisted missing value imputation and feature selection.
Pankhuri JainAnoop Kumar TiwariTanmoy SomPublished in: Neural Comput. Appl. (2023)
Keyphrases
- missing values
- feature selection
- data imputation
- missing data
- incomplete data
- text categorization
- missing data imputation
- mutual information
- noisy data
- high dimensional data
- multiple imputation
- text classification
- data matrix
- information gain
- feature set
- feature space
- imputation methods
- feature subset
- support vector
- feature extraction
- feature selection algorithms
- machine learning
- multi class
- classification accuracy
- irrelevant features
- nearest neighbor
- naive bayes
- incomplete data sets
- missing information
- model selection
- dimensionality reduction
- knn
- training data
- learning algorithm