Combining kNN Imputation and Bootstrap Calibrated: Empirical Likelihood for Incomplete Data Analysis.
Yongsong QinShichao ZhangChengqi ZhangPublished in: Int. J. Data Warehous. Min. (2010)
Keyphrases
- knn
- k nearest neighbor
- data analysis
- missing values
- missing data
- nearest neighbor
- bootstrap sampling
- k nearest neighbour
- text categorization
- distance function
- knn algorithm
- machine learning
- classification algorithm
- support vector machine svm
- text classification
- test instances
- similarity search
- confidence intervals
- high dimensional data
- data mining
- k nearest
- neural network
- classification method
- support vector machine
- feature selection
- multi dimensional
- rough sets
- nearest neighbour
- training set
- face recognition
- knn classification
- data sets
- shows significant improvements