An Incremental Algorithm for Repairing Training Sets with Missing Values.
Bas van SteinWojtek KowalczykPublished in: IPMU (2) (2016)
Keyphrases
- missing values
- training set
- missing data
- supervised learning
- test set
- incomplete data
- training examples
- high dimensional data
- classification accuracy
- active learning
- missing data imputation
- data sets
- training samples
- svm classifier
- training data
- cross validation
- missing information
- feature space
- test data
- decision trees
- class distribution
- imputation methods
- image processing
- cost sensitive learning
- unseen data
- low rank
- machine learning
- data matrix
- support vector machine
- nearest neighbor