Comparative study of different imputation methods.
Muhammad Umair SohailFariha SohilJavid ShabbirPublished in: Commun. Stat. Simul. Comput. (2023)
Keyphrases
- comparative study
- imputation methods
- missing values
- missing data imputation
- missing data
- data imputation
- breast cancer
- incomplete data
- k nearest neighbor
- k nearest neighbour
- multiple imputation
- alternative approaches
- high dimensional data
- knn
- data sets
- data points
- machine learning algorithms
- text categorization
- bayesian networks
- face recognition
- genetic algorithm
- machine learning
- data mining