Suboptimal behaviour of Bayes and MDL in classification under misspecification
Peter GrünwaldJohn LangfordPublished in: CoRR (2004)
Keyphrases
- decision trees
- classification accuracy
- support vector
- pattern recognition
- model selection
- machine learning
- text classification
- benchmark datasets
- classification rules
- support vector machine
- discriminative learning
- computationally efficient
- support vector machine svm
- class labels
- decision rules
- classification algorithm
- feature space
- classification rate
- classification scheme
- object classification
- machine learning methods
- minimum description length
- bayes classifier
- classification process
- classification models
- svm classifier
- neural network
- training set
- maximum likelihood