Withdrawing an example from the training set: An analytic estimation of its effect on a non-linear parameterised model.
Gaétan MonariGérard DreyfusPublished in: Neurocomputing (2000)
Keyphrases
- computational model
- formal model
- cost function
- mathematical model
- machine learning
- training set
- prediction model
- theoretical analysis
- classification algorithm
- semi parametric
- monte carlo simulation
- neural network model
- conceptual model
- test data
- maximum likelihood
- probabilistic model
- active learning
- decision trees
- feature selection