A New Method to Mechanical Fault Classification with Support Vector Machine.
Laijun SunMingliang LiuHaibo QianChangming QiaoPublished in: ICDMA (2011)
Keyphrases
- support vector machine
- classification method
- support vector machine svm
- classification algorithm
- svm classifier
- pattern classification
- support vector
- classification accuracy
- feature vectors
- preprocessing
- decision rules
- cross validation
- segmentation method
- feature set
- accuracy rate
- image classification
- classification rate
- training samples
- high accuracy
- multi class
- clustering method
- detection method
- data sets
- supervised learning
- pairwise
- pattern recognition
- dimension reduction
- feature extraction
- generalization ability
- decision trees
- machine learning