Large Margin Nearest Neighbor Classification using Curved Mahalanobis Distances.
Frank NielsenBoris MuzellecRichard NockPublished in: CoRR (2016)
Keyphrases
- nearest neighbor classification
- distance function
- metric learning
- distance measure
- decision trees
- pattern classification
- pattern recognition
- machine learning
- feature selection
- feature extraction
- euclidean distance
- feature space
- support vector machine svm
- benchmark datasets
- image classification
- nearest neighbor classifier
- classification scheme
- similarity search
- classification accuracy
- decision rules
- support vector
- classification method
- machine learning methods
- classification models
- document classification
- distance metric
- neural network
- supervised classification
- automatic classification
- training data
- bayesian networks
- object recognition
- data sets
- unsupervised learning
- k nearest neighbor
- model selection