Loudspeaker defect detection and classification using Support Vector Machine.
Junfeng WeiYi YangZhoubin WenHaihong FengPublished in: FSKD (2010)
Keyphrases
- support vector machine
- defect detection
- svm classifier
- classification method
- support vector machine svm
- feature vectors
- support vector
- classification algorithm
- classification accuracy
- feature selection
- feature extraction
- high classification accuracy
- feature space
- automatic classification
- pattern classification
- decision trees
- class labels
- multi class
- classification systems
- classification scheme
- machine learning
- multi class support vector machines
- benchmark datasets
- knn
- pattern recognition
- classification models
- generalization ability
- text classification
- image classification
- decision boundary
- small sample
- training set
- neural network
- machine learning algorithms
- k nearest neighbor
- quality control