Wilson's disease classification using higher-order Gabor tensors and various classifiers on a small and imbalanced brain MRI dataset.
Anurag TiwariPublished in: Multim. Tools Appl. (2023)
Keyphrases
- brain mri
- higher order
- imbalanced data sets
- classification algorithm
- feature set
- support vector
- fold cross validation
- classification models
- high order
- decision trees
- multiple sclerosis
- feature extraction
- feature vectors
- training samples
- feature selection
- decision boundary
- training set
- binary classification problems
- class imbalance
- class labels
- ensemble classifier
- minority class
- feature space
- imbalanced data
- training data
- text classification
- svm classifier
- support vector machine
- pattern recognition
- pattern classification
- roc curve
- imbalanced datasets
- classification accuracy
- single class
- class imbalanced
- binary classifiers
- nearest neighbour
- naive bayes
- three dimensional
- class distribution
- remote sensing
- image analysis
- face recognition
- machine learning