Nonlinear versus Linear Models in Functional Neuroimaging: Learning Curves and Generalization Crossover.
Niels J. S. MørchLars Kai HansenStephen C. StrotherClaus SvarerDavid A. RottenbergBenny LautrupRobert L. SavoyOlaf B. PaulsonPublished in: IPMI (1997)
Keyphrases
- linear models
- learning curves
- gaussian processes
- nonlinear models
- learning curve
- linear model
- average case
- variable selection
- gaussian process
- evolutionary algorithm
- random graphs
- genetic programming
- linear regression
- power law
- regression trees
- least squares
- hyperparameters
- vc dimension
- nearest neighbor
- causal relationships
- model selection