Optimization and Analysis on Fuzzy SVM for Objects Classification.
Xiaokang DingXiao-Jun YangJin-Yun JiangXiaolei DengJian-Chen CaiYingyu JiPublished in: J. Inf. Hiding Multim. Signal Process. (2018)
Keyphrases
- support vector machine svm
- support vector
- classification algorithm
- support vector machine
- feature selection
- classification method
- feature vectors
- data analysis
- generalization ability
- feature space
- classification accuracy
- knn
- svm classification
- pattern recognition
- machine learning
- d objects
- fuzzy logic
- image classification
- unbalanced data
- improves the classification accuracy
- fuzzy classification
- fuzzy classifier
- multiclass support vector machines
- pattern classification
- class labels
- model selection
- text classification
- optimization problems
- supervised learning
- multi class
- training data