Optimal dimensionality of metric space for classification.
Wei ZhangXiangyang XueZichen SunYue-Fei GuoHong LuPublished in: ICML (2007)
Keyphrases
- metric space
- high dimensional
- similarity search
- feature space
- distance function
- pattern recognition
- euclidean space
- high dimensionality
- decision trees
- feature vectors
- neural network
- range queries
- databases
- similarity searching
- indexing techniques
- training samples
- dimensionality reduction
- machine learning
- database
- closed form
- supervised learning
- image processing
- similarity queries
- access structure
- searching in metric spaces