Effect of number of features on classification of roller bearing faults using SVM and PSVM.
V. SugumaranK. I. RamachandranPublished in: Expert Syst. Appl. (2011)
Keyphrases
- feature vectors
- classification method
- svm classifier
- support vector machine svm
- support vector
- feature extraction
- feature space
- support vector machine
- classification accuracy
- improves the classification accuracy
- classification process
- svm classification
- classification algorithm
- image classification
- feature set
- classification models
- feature selection
- selected features
- feature reduction
- support vector machine classifiers
- knn
- decision trees
- generalization ability
- input features
- reduced set
- fault diagnosis
- naive bayes classifier
- extracted features
- k nearest neighbor
- multi class
- machine learning
- multiple features
- bayes classifier
- neural network