An Optimization-Based Classification Approach with the Non-additive Measure.
Nian YanZhengxin ChenRong LiuYong ShiPublished in: ICCS (2) (2008)
Keyphrases
- classification accuracy
- pattern recognition
- training samples
- support vector machine
- automatic classification
- unsupervised learning
- decision rules
- optimization method
- pattern classification
- classification scheme
- object classification
- support vector
- similarity measure
- feature extraction
- decision trees
- machine learning
- confusion matrix
- classification models
- global optimization
- cross validation
- classification process
- model selection
- text classification
- optimization algorithm
- feature vectors
- feature subset
- data sets
- neural network
- classification systems
- supervised classification
- feature space
- pairwise
- multi class
- optimization methods
- feature set
- optimization problems
- image classification
- classification method
- svm classifier
- class labels