New Algorithms for Efficient High-Dimensional Nonparametric Classification.
Ting LiuAndrew W. MooreAlexander G. GrayPublished in: J. Mach. Learn. Res. (2006)
Keyphrases
- high dimensional
- computationally efficient
- classification algorithm
- classification accuracy
- computationally intensive
- pattern recognition
- computationally expensive
- high dimensionality
- learning algorithm
- data structure
- feature extraction
- benchmark datasets
- feature space
- feature selection
- model selection
- machine learning
- image classification
- dimensionality reduction
- significant improvement
- support vector
- low dimensional
- training set
- preprocessing
- computational complexity
- classification method
- classification rules
- decision trees
- dimension reduction
- pattern classification
- cost sensitive
- data mining
- kernel density estimation