DF-dRVFL: A novel deep feature based classifier for breast mass classification.
Xiang YuZeyu RenDavid S. GutteryYudong ZhangPublished in: Multim. Tools Appl. (2024)
Keyphrases
- classification scheme
- classification method
- classification algorithm
- classification process
- support vector
- decision trees
- classification accuracy
- class labels
- digitized mammograms
- support vector machine
- classification schemes
- feature selection
- training set
- svm classifier
- feature set
- classification rate
- high classification accuracy
- higher classification accuracy
- k nearest neighbour
- accurate classification
- bayesian classifier
- classifier combination
- nearest neighbor classifier
- training samples
- text classification
- feature space
- machine learning
- classification models
- training data
- mammogram images
- individual classifiers
- final classification
- binary classifiers
- hierarchical classification
- support vector machine svm
- multiclass classification
- feature vectors
- decision boundary
- multiple classifiers
- fuzzy support vector machine
- probabilistic classifiers
- digital mammograms
- breast cancer diagnosis
- learning algorithm
- knn
- supervised learning
- supervised classification
- fold cross validation
- sufficient training data
- feature extraction
- image classification
- multi category
- pattern classification
- associative classifiers
- feature extraction and classification
- decision tree classifiers
- cost sensitive
- computer aided detection
- text classifiers
- logistic regression
- benign and malignant
- classification decisions
- accurate classifiers
- feature reduction
- ensemble classifier
- pixel classification
- classifier ensemble