Contourlet-based mammography mass classification using the SVM family.
Fatemeh MoayediZohreh AzimifarReza BoostaniSerajodin KatebiPublished in: Comput. Biol. Medicine (2010)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification algorithm
- svm classifier
- svm classification
- classification method
- classification accuracy
- feature space
- feature selection
- machine learning
- feature vectors
- pattern recognition
- high classification accuracy
- generalization ability
- kernel function
- multi class
- breast cancer diagnosis
- improves the classification accuracy
- decision trees
- unbalanced data
- multiresolution
- training set
- partially supervised
- class labels
- breast cancer
- knn
- image classification
- decision boundary
- digital mammograms
- support vector machine classifiers
- fuzzy support vector machine
- fold cross validation
- multi class classification
- hyperplane
- cost sensitive
- texture analysis
- training data
- multiscale
- supervised learning