Detection and Classification of Lamination Faults in a 15 kVA Three-Phase Transformer Core Using SVM, KNN and DT Algorithms.
Ehsan AltayefFatih AnayiMichael S. PackianatherYoucef BenmahamedOmar KherifPublished in: IEEE Access (2022)
Keyphrases
- knn
- classification algorithm
- support vector machine svm
- k nearest neighbor
- k nearest neighbour
- classification method
- knn classification
- nearest neighbour
- nearest neighbor
- support vector machine
- nearest neighbor algorithm
- text classification
- knn algorithm
- distance function
- feature selection
- dimensionality reduction methods
- support vector
- machine learning algorithms
- knn classifier
- test instances
- pattern recognition
- learning algorithm
- fault diagnosis
- majority voting
- k nearest
- svm classifier
- image classification
- training set
- decision trees
- similarity search
- text categorization
- feature vectors
- neural network
- shows significant improvements
- binary classification tasks
- distance measurement
- input space
- radial basis function
- class labels
- supervised learning
- data mining