Statistical comparison of classifiers through Bayesian hierarchical modelling.
Giorgio CoraniAlessio BenavoliJanez DemsarFrancesca MangiliMarco ZaffalonPublished in: Mach. Learn. (2017)
Keyphrases
- data driven
- statistical analysis
- bayesian analysis
- statistical inference
- training data
- hierarchical models
- information theoretic
- statistical tests
- feature selection
- confusion matrices
- classifier training
- statistical models
- test set
- training samples
- bayesian networks
- hierarchical structure
- classification models
- feature set
- decision trees
- linear classifiers
- classifier ensemble
- multiple classifiers
- training set
- nonparametric bayesian
- machine learning
- probabilistic classifiers
- support vector machine
- supervised classification
- statistical methods
- image classification
- classification method