Classification of breast tissues using Getis-Ord statistics and support vector machine.
Geraldo Braz JuniorAnselmo Cardoso de PaivaAristófanes Corrêa SilvaAlexandre César Muniz de OliveiraPublished in: Intell. Decis. Technol. (2009)
Keyphrases
- supervised learning
- support vector machine
- training data
- training set
- machine learning
- class labels
- training samples
- classification accuracy
- feature selection
- support vector machine svm
- feature space
- feature vectors
- medical images
- decision boundary
- classification method
- classification algorithm
- image classification
- multi class
- image analysis
- pattern recognition
- svm classifier
- support vector
- pattern classification
- generalization ability
- decision trees
- soft margin
- high classification accuracy
- digital mammograms
- histogram intersection kernel