Ensemble-tight error exponents for mismatched decoders.
Jonathan ScarlettAlfonso MartinezAlbert Guillen i FabregasPublished in: Allerton Conference (2012)
Keyphrases
- lower bound
- bias variance decomposition
- error rate
- random forests
- worst case
- information systems
- prediction error
- ensemble methods
- error bounds
- generalization error bounds
- database
- relative error
- training set
- training data
- learning algorithm
- model selection
- data streams
- ensemble learning
- generalization error
- error analysis
- ensemble classifier
- classifier ensemble
- case study
- neural network