An experimental study on the use of nearest neighbor-based imputation algorithms for classification tasks.
Jonathan de Andrade SilvaEduardo R. HruschkaPublished in: Data Knowl. Eng. (2013)
Keyphrases
- nearest neighbor
- benchmark datasets
- data structure
- nearest neighbor algorithm
- learning algorithm
- reverse nearest neighbor
- machine learning algorithms
- optimization problems
- k nearest neighbor
- theoretical analysis
- computational cost
- significant improvement
- times faster
- exhaustive search
- nearest neighbor search
- computational complexity
- data mining