Power transformer fault classification by combining genetic reduction with optimized multilayer support vector machine.
H. Z. LiS. X. ChenTong QianWenhu TangQ. H. WuPublished in: ISGT Asia (2015)
Keyphrases
- support vector machine
- fault diagnosis
- svm classifier
- power transformers
- support vector machine svm
- support vector
- classification method
- classification algorithm
- feature selection
- machine learning
- pattern recognition
- training set
- feature vectors
- decision trees
- high classification accuracy
- feature space
- feature reduction
- svm classification
- decision boundary
- genetic algorithm
- automatic classification
- supervised learning
- pattern classification
- k nearest neighbor
- image classification
- classification scheme
- structured output
- unsupervised learning
- class labels
- classification accuracy
- feature extraction
- data sets
- kernel methods
- decision rules
- generalization ability
- real time
- multi class
- multi class classification
- small sample
- knn
- active learning