Optimized classification system for MRIs with MOO technique and SVM.
Syrine NeffatiMohsen MachhoutPublished in: SSD (2023)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification algorithm
- svm classifier
- feature vectors
- svm classification
- classification method
- feature selection
- decision boundary
- knn
- classification accuracy
- machine learning
- training set
- generalization ability
- feature extraction
- supervised learning
- unbalanced data
- feature space
- classification performances
- high classification accuracy
- multi class
- decision trees
- multi objective optimization
- multi class svm
- improves the classification accuracy
- partially supervised
- fuzzy support vector machine
- pattern recognition
- training process
- k nearest neighbor
- multiclass classification
- machine learning algorithms
- multiclass support vector machines
- text classifiers
- support vector machine classifiers
- pattern classification
- model selection
- training data
- training samples