A survey on missing data in machine learning.
Tlamelo EmmanuelThabiso M. MaupongDimane MpoelengThabo SemongBanyatsang MphagoOteng TabonaPublished in: J. Big Data (2021)
Keyphrases
- missing data
- machine learning
- missing values
- structure from motion
- low rank
- motion segmentation
- machine learning algorithms
- incomplete data
- data mining
- data imputation
- feature selection
- matrix factorization
- pattern recognition
- imprecise data
- learning algorithm
- generalized procrustes analysis
- database
- active learning
- decision trees
- computer vision
- databases
- model selection
- point correspondences
- rough sets
- support vector machine
- data analysis
- weighted least squares
- automatic relevance determination