Condition multi-classification and evaluation of system degradation process using an improved support vector machine.
Qiang MiaoXin ZhangZhiwen LiuHeng ZhangPublished in: Microelectron. Reliab. (2017)
Keyphrases
- support vector machine
- support vector machine svm
- pattern recognition
- support vector
- svm classifier
- classification process
- classification method
- machine learning
- feature selection
- evaluation process
- pattern classification
- feature vectors
- classification accuracy
- multi class
- high classification accuracy
- classification algorithm
- image classification
- cross validation
- machine learning methods
- feature space
- generalization ability
- training process
- neural network
- benchmark datasets
- soft margin
- decision trees
- classification scheme
- automatic classification
- support vector regression
- training set
- knn
- process model
- k nearest neighbor