Research on SVM and FLDA in classification with comparative experiments.
Yegan QianGang XiongYanjie YaoPublished in: ICNSC (2012)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification method
- feature vectors
- classification algorithm
- feature selection
- svm classification
- svm classifier
- machine learning
- pattern recognition
- multi class classification
- decision trees
- training set
- feature extraction
- generalization ability
- improves the classification accuracy
- structured output
- feature space
- class labels
- partially supervised
- decision boundary
- training process
- pattern classification
- cross validation
- classification models
- multi class
- classification accuracy
- fold cross validation
- high classification accuracy
- image classification
- linear svm
- active learning
- unbalanced data
- multi class svm
- multiclass classification
- ensemble classifier
- text classification
- kernel function
- support vectors