Faults classification in analog electronic circuits with use of the SVM algorithm.
Damian GrzechcaSlawomir CzeczotkaPublished in: ECCTD (2009)
Keyphrases
- support vector machine svm
- classification algorithm
- preprocessing
- classification method
- support vector
- computational complexity
- decision trees
- multi class classification
- classification scheme
- feature selection
- feature extraction
- classification rate
- support vector machine
- image classification
- machine learning
- feature vectors
- similarity measure
- decision boundary
- support vectors
- nearest neighbour
- optimal parameters
- electronic circuits
- extracted features
- mathematical model
- training samples
- multi class
- probabilistic model
- k means
- training set
- learning algorithm