Learning Curves, Model Selection and Complexity of Neural Networks.
Noboru MurataShuji YoshizawaShun-ichi AmariPublished in: NIPS (1992)
Keyphrases
- model selection
- learning curves
- cross validation
- generalization error
- hyperparameters
- average case
- learning curve
- sample size
- gaussian processes
- vc dimension
- regression model
- gaussian process
- variable selection
- worst case
- feature selection
- information criterion
- selection criterion
- model selection criteria
- machine learning
- random graphs
- sample complexity
- learning algorithm
- prior knowledge