Extended Bayesian Regression Models: A Symbiotic Application of Belief Networks and Multilayer Perceptrons for the Classification of Ovarian Tumors.
Peter AntalGeert FannesBart De MoorJoos VandewalleYves MoreauDirk TimmermanPublished in: AIME (2001)
Keyphrases
- belief networks
- regression model
- multilayer perceptron
- belief nets
- model selection
- graphical models
- target variable
- pattern recognition
- support vector machine svm
- conditional probabilities
- probability distribution
- probabilistic inference
- artificial neural networks
- classification accuracy
- radial basis function
- feature space
- scoring metrics
- feature vectors
- neural network
- class labels
- belief propagation
- bayesian networks
- radial basis function network
- training set
- machine learning
- activation function
- support vector regression
- support vector
- feature set
- support vector machine