A Bound on Modeling Error in Observable Operator Models and an Associated Learning Algorithm.
Mingjie ZhaoHerbert JaegerMichael R. ThonPublished in: Neural Comput. (2009)
Keyphrases
- learning algorithm
- modeling framework
- error rate
- hybrid models
- stochastic models
- estimation error
- modeling method
- statistical models
- machine learning
- upper bound
- worst case
- learning models
- experimental data
- mathematical modeling
- classification models
- models built
- model validation
- error bounds
- error analysis
- statistical modeling
- mathematical models
- computational modeling
- learning tasks
- classification algorithm
- statistical model
- machine learning algorithms
- genetic algorithm