BoostML: An Adaptive Metric Learning for Nearest Neighbor Classification.
Nayyar Abbas ZaidiDavid McG. SquireDavid SuterPublished in: PAKDD (1) (2010)
Keyphrases
- nearest neighbor classification
- metric learning
- distance metric
- distance metric learning
- pairwise
- semi supervised
- multi task
- distance function
- dimensionality reduction
- learning tasks
- computer vision
- feature space
- distance measure
- semi supervised learning
- machine learning algorithms
- nearest neighbor
- background knowledge
- multi class
- pattern recognition
- support vector
- nearest neighbor classifier
- decision trees
- machine learning