Data mining in metric space: an empirical analysis of supervised learning performance criteria.
Rich CaruanaAlexandru Niculescu-MizilPublished in: KDD (2004)
Keyphrases
- metric space
- data mining
- supervised learning
- similarity search
- distance function
- euclidean space
- similarity queries
- range queries
- machine learning
- high dimensional
- training set
- training data
- active learning
- access structure
- similarity searching
- nearest neighbor queries
- learning algorithm
- access methods
- data analysis
- training samples
- probability measures
- searching in metric spaces
- vector space
- point sets
- triangle inequality
- nearest neighbor
- semi supervised
- similarity search in metric spaces
- reinforcement learning
- multimedia databases
- decision trees
- skyline queries
- multi dimensional
- query processing