Performance assessment of fault classifier of chemical plant based on support vector machine.
Xin ZhangJinqiu HuLaibin ZhangPublished in: ICNC-FSKD (2016)
Keyphrases
- support vector machine
- svm classifier
- training data
- multi class
- support vector
- high classification accuracy
- classification algorithm
- support vector machine svm
- feature selection
- small sample
- classification method
- training set
- feature vectors
- fault detection
- fault diagnosis
- decision boundary
- generalization ability
- nuclear power plant
- feature space
- control system
- fold cross validation
- input features
- radial basis function
- k nearest neighbor
- k nearest neighbour
- svm classification
- support vector regression
- soft margin
- kernel function
- decision forest
- classification process
- support vector machine classifier
- machine learning
- reduced set
- binary classifiers
- weight vector
- ensemble classifier
- knn
- feature set
- binary classification
- classification rate
- power plant
- classification scheme
- data sets
- image classification
- training samples