Statistical comparison of classifiers through Bayesian hierarchical modelling.
Giorgio CoraniAlessio BenavoliJanez DemsarFrancesca MangiliMarco ZaffalonPublished in: CoRR (2016)
Keyphrases
- data driven
- statistical analysis
- statistical inference
- statistical models
- confusion matrices
- bayesian analysis
- nonparametric bayesian
- test set
- training data
- classification algorithm
- svm classifier
- machine learning algorithms
- maximum likelihood
- bayesian networks
- training examples
- information theoretic
- statistical methods
- posterior distribution
- supervised classification
- individual classifiers
- training set
- machine learning
- hierarchical models
- support vector
- multiple classifiers
- statistical information
- bayesian methods
- classification systems
- roc curve
- statistical tests
- naive bayes