Data Mining in Metric Space: An Empirical Analysis of Supervised Learning Performance Criteria.
Rich CaruanaAlexandru Niculescu-MizilPublished in: ROCAI (2004)
Keyphrases
- metric space
- data mining
- supervised learning
- similarity search
- euclidean space
- distance function
- high dimensional
- machine learning
- similarity searching
- range queries
- probability measures
- similarity queries
- access methods
- nearest neighbor queries
- reinforcement learning
- vector space
- data analysis
- point sets
- training data
- reverse nearest neighbor
- searching in metric spaces
- principal component analysis
- database
- semi supervised
- active learning
- skyline queries
- access structure
- multidimensional index