Suboptimal behavior of Bayes and MDL in classification under misspecification.
Peter GrünwaldJohn LangfordPublished in: Mach. Learn. (2007)
Keyphrases
- decision trees
- support vector
- model selection
- classification accuracy
- support vector machine
- image classification
- pattern recognition
- feature space
- support vector machine svm
- training set
- classification systems
- cross validation
- feature extraction
- class labels
- classification process
- automatic classification
- classification algorithm
- neural network
- classification scheme
- supervised classification
- high dimensional
- preprocessing
- classification models
- maximum likelihood
- pattern classification
- machine learning methods
- svm classifier
- unsupervised learning
- text classification
- feature set
- feature vectors
- machine learning