Bootstrapping-based fixed-width confidence intervals for ranking and selection.
Jennifer McNeill BekkiBarry L. NelsonJohn W. FowlerPublished in: WSC (2010)
Keyphrases
- confidence intervals
- fixed width
- sample size
- stochastic systems
- ranking algorithm
- markov chain
- monte carlo
- test set
- stopping rules
- conditional probabilities
- sufficiently small
- sliding window
- multimedia
- ranking functions
- roc curve
- web search
- variance reduction
- feature extraction
- information retrieval systems
- learning to rank
- supervised learning