Rough set based 1-v-1 and 1-v-r approaches to support vector machine multi-classification.
Pawan LingrasCory J. ButzPublished in: Inf. Sci. (2007)
Keyphrases
- support vector machine
- svm classifier
- support vector machine svm
- machine learning
- classification method
- high classification accuracy
- support vector
- classification accuracy
- machine learning methods
- neural networks and support vector machines
- pattern recognition
- svm classification
- training set
- feature vectors
- preprocessing
- automatic classification
- rough sets
- training data
- classification algorithm
- feature selection
- generalization ability
- pattern classification
- machine learning algorithms
- multi class
- k nearest neighbor
- model selection
- kernel methods
- structured output
- decision forest
- classification systems
- classification process
- small sample
- learning algorithm
- kernel function
- decision trees
- multiple classifier systems
- similarity measure
- ensemble classifier
- classification scheme
- data analysis
- document classification
- cost sensitive
- supervised learning
- image classification