A Probabilistic Interpretation of SVMs with an Application to Unbalanced Classification.
Yves GrandvaletJohnny MariéthozSamy BengioPublished in: NIPS (2005)
Keyphrases
- probabilistic interpretation
- support vector
- kernel principal component analysis
- support vector machine svm
- support vector machine
- feature selection
- pattern recognition
- svm classifier
- training set
- machine learning
- feature extraction
- text classification
- generalization ability
- classification algorithm
- feature vectors
- feature space
- supervised learning
- classification accuracy
- classification method
- kernel function
- preprocessing
- decision trees
- decision making