A Tutorial on Support Vector Machines for Pattern Recognition.
Christopher J. C. BurgesPublished in: Data Min. Knowl. Discov. (1998)
Keyphrases
- learning machines
- support vector
- pattern recognition
- large margin classifiers
- support vector machine
- pattern recognition problems
- machine learning
- logistic regression
- pattern classification
- image analysis
- data sets
- loss function
- classification accuracy
- image processing
- feature selection
- neural network
- support vectors
- feature extraction
- ensemble learning
- signal processing
- model selection
- kernel function
- support vector regression
- cross validation
- kernel methods
- generalization bounds
- pattern analysis
- learning algorithm
- dimensionality reduction
- multi class
- real time
- training data
- artificial intelligence
- radial basis function
- speech recognition
- scheduling problem