Effective Imbalanced Classification of Breast Thermogram Features.
Bartosz KrawczykGerald SchaeferPublished in: PReMI (2015)
Keyphrases
- feature vectors
- classification accuracy
- feature set
- classification models
- classification method
- feature extraction
- classification process
- extracted features
- svm classifier
- feature space
- pattern recognition
- feature analysis
- class imbalance
- benchmark datasets
- discriminative features
- high dimensionality
- decision trees
- extracting features
- mammogram images
- image classification
- feature selection
- supervised learning
- class labels
- classification algorithm
- breast cancer diagnosis
- training set
- support vector machine
- multi class
- feature selection algorithms
- support vector machine svm
- training samples
- microarray
- false positives
- feature subset
- textural features
- single class
- computer aided detection
- pattern classification
- breast cancer