Systematic Review of Using Machine Learning in Imputing Missing Values.
Mustafa AlabadlaFatimah SidiIskandar IshakHamidah IbrahimLilly Suriani AffendeyZafienas Che AniMarzanah A. JabarUmar Ali BukarNavin Kumar DevarajAhmad Sobri MudaAnas TharekNoritah OmarM. Izham Mohd JayaPublished in: IEEE Access (2022)
Keyphrases
- missing values
- systematic review
- machine learning
- empirical studies
- missing data
- cost sensitive learning
- incomplete data
- incomplete data sets
- data imputation
- high dimensional data
- support vector machine
- missing information
- computer vision
- missing data imputation
- data mining
- active learning
- learning algorithm
- machine learning algorithms
- decision trees
- feature values
- exponential family
- data analysis
- imputation methods
- missing attribute values
- pattern recognition
- supervised learning