Comparing Feature Extraction techniques using SVM for Early Fault Classification in NFV context.
Arij ElmajedFrédéric FaucheuxPublished in: ICIN (2021)
Keyphrases
- support vector machine svm
- feature extraction
- feature vectors
- support vector
- feature selection
- support vector machine
- svm classifier
- pattern classification
- classification algorithm
- pattern recognition
- svm classification
- image classification
- feature space
- improves the classification accuracy
- classification accuracy
- feature extraction and classification
- classification method
- multi class svm
- generalization ability
- preprocessing
- fault diagnosis
- machine learning
- face recognition
- multi class classification
- extracted features
- class labels
- training set
- linear discriminant analysis
- k nearest neighbor
- support vector machine classifiers
- knn
- feature representation
- multiclass support vector machines
- image processing
- partially supervised
- image feature extraction
- decision trees
- dimension reduction
- dimensionality reduction
- kernel function
- multi class
- cost sensitive
- linear svm
- wavelet transform
- high classification accuracy
- discriminant analysis
- principal component analysis
- unbalanced data
- text classification
- train a support vector machine