Credal Model Averaging for classification: representing prior ignorance and expert opinions.
Giorgio CoraniAndrea MignattiPublished in: CoRR (2014)
Keyphrases
- model averaging
- bayesian methods
- supervised classification
- expert opinions
- feature vectors
- classification accuracy
- text classification
- feature space
- model selection
- decision trees
- gaussian processes
- posterior distribution
- machine learning methods
- cross validation
- support vector
- machine learning
- maximum a posteriori
- bayesian framework
- hyperparameters
- machine learning algorithms
- expectation maximization
- support vector machine
- training set