Feature Selection via Maximizing Neighborhood Soft Margin.
Qinghua HuXunjian CheJinfu LiuPublished in: ACML (2009)
Keyphrases
- soft margin
- feature selection
- support vector
- support vector machine
- generalization ability
- parameter selection
- multi class
- classification accuracy
- generalization error
- model selection
- svm classifier
- high dimensionality
- feature set
- support vector machine svm
- boosting algorithms
- perceptron algorithm
- linear classifiers
- text categorization
- cross validation
- loss function
- text classification
- feature space
- machine learning
- kernel function
- k nearest neighbor
- dimensionality reduction
- knn
- feature extraction
- class conditional
- data sets
- linear combination
- cost sensitive
- prediction model
- multi task
- face recognition
- neural network