Comparison of Binary Classification Based on Signed Distance Functions with Support Vector Machines
Erik M. BoczkoTodd R. YoungMinhui ZieDi WuPublished in: CoRR (2008)
Keyphrases
- binary classification
- distance function
- multi class
- support vector
- cost sensitive
- similarity search
- knn classification
- learning problems
- nearest neighbor
- multi class classification
- support vector machine
- knn
- generalization error
- multi label
- prediction accuracy
- distance measure
- binary classifiers
- distance metric
- class imbalance
- data points
- ensemble methods
- k nearest neighbor
- pairwise
- image processing
- learning tasks
- cross validation
- machine learning
- semi supervised learning
- supervised learning