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EarlyStoppingTModel Properties |
The EarlyStoppingTModel generic type exposes the following members.
Properties| Name | Description | |
|---|---|---|
 | History |
Gets the history of training and validation values
registered at each iteration of the learning algorithm.
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| IterationFunction |
Gets or sets the iteration function for the procedure. This
function will be called on each iteration and should run one
iteration of the learning algorithm for the given model.
|
| MaxIterations |
Gets or sets the maximum number of iterations
performed by the early stopping algorithm. Default
is 0 (run until convergence).
|
| MaxValidationValue |
Gets the model with maximum validation error found during learning.
|
| MinValidationValue |
Gets the model with minimum validation error found during learning.
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| Mode |
Gets or sets the storage policy for the procedure.
|
| Tolerance |
Gets or sets the minimum tolerance value used
to determine convergence. Default is 1e-5.
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See Also