Frequentist versus Bayesian approaches for AUC Confidence Intervals bounds.
Brahim HamadicharefPublished in: ISSPA (2010)
Keyphrases
- confidence intervals
- bayesian approaches
- model selection
- roc curve
- sample size
- variance reduction
- leave one out cross validation
- gaussian processes
- upper bound
- bayesian methods
- lower bound
- cross validation
- test set
- marginal likelihood
- hyperparameters
- worst case
- machine learning
- monte carlo
- regression model
- decision trees
- learning algorithm
- evaluation measures
- markov chain
- information criterion