Bayesian mixed-effects inference on classification performance in hierarchical data sets.
Kay Henning BrodersenChristoph MathysJustin R. ChumbleyJean DaunizeauCheng Soon OngJoachim M. BuhmannKlaas E. StephanPublished in: J. Mach. Learn. Res. (2012)
Keyphrases
- mixed effects
- data sets
- random effects
- hierarchical classification
- classification accuracy
- benchmark data sets
- bayesian networks
- hierarchical structure
- decision trees
- support vector machine
- feature space
- training set
- bayesian methods
- text classification
- data sets from uci
- bayesian inference
- image classification
- feature selection
- classification rules
- machine learning algorithms
- model selection
- training data
- feature extraction
- search engine