Support vector machine for classification based on fuzzy training data.
Ai-bing JiJia-hong PangHong-jie QiuPublished in: Expert Syst. Appl. (2010)
Keyphrases
- support vector machine
- training data
- classification accuracy
- training set
- support vector machine svm
- support vector
- svm classifier
- decision trees
- classification method
- feature selection
- classification algorithm
- decision boundary
- multi class
- classification models
- high classification accuracy
- generalization ability
- supervised learning
- class labels
- training process
- support vectors
- feature vectors
- svm classification
- unseen data
- machine learning
- fuzzy sets
- training samples
- labeled data
- image classification
- training examples
- sufficient training data
- labelled data
- hyperplane
- feature set
- data sets
- prior knowledge
- feature space
- learning algorithm
- fuzzy classification
- multi class support vector machines
- decision forest
- fuzzy classifier
- pattern recognition
- active learning
- k nearest neighbor
- cross validation
- kernel function