Advice Refinement in Knowledge-Based SVMs.
Gautam KunapuliRichard MaclinJude W. ShavlikPublished in: NIPS (2011)
Keyphrases
- support vector
- support vector machine svm
- feature selection
- support vector machine
- kernel function
- expert systems
- knn
- classification using support vector machines
- sparse kernel
- maximum margin
- multi class
- support vector machine classifiers
- support vectors
- machine learning
- linear support vector machines
- svm classifier
- feature space
- training support vector machines
- multi class classification
- refinement process
- linear svm
- training set
- training data
- structured learning
- kernel principal component analysis
- neural network
- knowledge base
- face recognition
- reduced set
- query refinement
- pattern recognition
- generalization ability
- input space
- classification algorithm