Application of Support Vector Machine (SVM) and Proximal Support Vector Machine (PSVM) for fault classification of monoblock centrifugal pump.
N. R. SakthivelV. SugumaranBinoy B. NairPublished in: Int. J. Data Anal. Tech. Strateg. (2010)
Keyphrases
- support vector machine svm
- support vector machine
- svm classifier
- generalization ability
- classification method
- svm classification
- support vector
- feature selection
- classification rate
- k nearest neighbor
- machine learning
- support vector regression
- feature space
- multi class
- classification algorithm
- radial basis function
- feature extraction
- knn
- high classification accuracy
- ridge regression
- feature vectors
- pattern recognition
- kernel function
- condition monitoring
- training data
- linear support vector machines
- decision boundary
- kernel methods
- hyperplane
- cost sensitive
- optimal design
- ensemble classifier
- decision trees
- training set
- machine learning methods
- data mining
- multi class svm