Enhancing Breast Microcalcification Classification: From Binary to Three-Class Classifier.
Adam MrackoIvan CimrákLucia VanovcanováPublished in: FRUCT (2024)
Keyphrases
- breast cancer diagnosis
- class labels
- binary classifiers
- digital mammograms
- multiclass classification
- binary classification problems
- classification algorithm
- classification scheme
- multi class
- classification method
- support vector machine
- classification rate
- classification process
- mammographic images
- support vector
- decision trees
- class probabilities
- multi class classification
- svm classifier
- feature space
- feature selection
- single class
- multi class problems
- training set
- classification models
- learning vector quantization
- minimum distance classifier
- supervised learning
- training samples
- image classification
- training data
- discriminant functions
- class dependent
- cancer diagnosis
- class membership
- support vector machine svm
- breast cancer
- intra class
- higher classification accuracy
- classification accuracy
- multiple classifiers
- machine learning
- class conditional
- multi class svm
- digital mammography
- nearest neighbor classifier
- binary classification
- individual classifiers
- feature extraction
- cost sensitive
- decision boundary
- pixel classification
- feature vectors
- error correcting output codes
- minority class
- k nearest neighbour
- classification trees
- bayesian classifier
- learning algorithm
- benign and malignant
- roc curve