A kernel approach for ensemble decision combinations with two-view mammography applications.
Walker H. Land Jr.Dan MargolisMaria KallergiJohn J. HeinePublished in: Int. J. Funct. Informatics Pers. Medicine (2010)
Keyphrases
- decision making
- ensemble methods
- random forests
- kernel function
- decision makers
- breast cancer
- feature selection
- ensemble learning
- kernel methods
- decision rules
- computer aided
- breast cancer diagnosis
- kernel regression
- decision process
- decision problems
- neural network
- multi class
- feature space
- training data
- learning algorithm
- image analysis
- base classifiers
- support vector
- gaussian processes
- decision theory
- kernel machines
- positive definite
- decision trees
- pruning algorithm