Mass Diagnosis in Mammography with Mutual Information Based Feature Selection and Support Vector Machine.
Xiaoming LiuBo LiJun LiuXin XuZhilin FengPublished in: ICIC (2) (2012)
Keyphrases
- feature selection
- support vector machine
- mutual information
- breast cancer diagnosis
- breast cancer detection
- breast cancer
- diagnosis of breast cancer
- digital mammography
- small sample
- multi class
- support vector
- cad systems
- machine learning
- feature space
- svm classifier
- computer aided diagnosis
- image registration
- computer aided
- text categorization
- medical diagnosis
- cancer diagnosis
- selected features
- information gain
- support vector machine svm
- classification accuracy
- kernel function
- feature extraction
- hyperplane
- knn
- fault diagnosis
- feature reduction
- dimensionality reduction
- text classification
- kernel methods
- feature ranking
- training data
- feature selection algorithms
- recursive feature elimination
- early detection
- early detection of breast cancer
- classification models
- feature subset
- k nearest neighbor
- high dimensionality
- image processing
- training set
- image analysis
- feature set
- benign and malignant
- classification method
- digital mammograms
- decision boundary
- microarray data
- decision forest
- dimension reduction
- irrelevant features
- multi task