The EpochTrainer type exposes the following members.
Constructors
Name | Description | |
---|---|---|
![]() | EpochTrainer | Overloaded. |
Methods
Name | Description | |
---|---|---|
![]() | Equals | (Inherited from Object.) |
![]() | Finalize |
Allows an Object to attempt to free resources and perform other cleanup operations before the Object is reclaimed by garbage collection.
(Inherited from Object.) |
![]() | GetHashCode |
Serves as a hash function for a particular type.
(Inherited from Object.) |
![]() | GetType |
Gets the Type of the current instance.
(Inherited from Object.) |
![]() | MemberwiseClone |
Creates a shallow copy of the current Object.
(Inherited from Object.) |
![]() | SetRandomSamples |
Sets the random number generators used to select random training
patterns in stage I.
|
![]() | ToString | (Inherited from Object.) |
![]() | Train |
Trains the neural network using supplied training patterns.
|
Properties
Name | Description | |
---|---|---|
![]() | EpochSize |
The number of randomly selected training patterns in each stage I
epoch.
|
![]() | ErrorGradient |
The value of the gradient of the error function with respect
to the Weights.
|
![]() | ErrorStatus |
The training error status.
|
![]() | ErrorValue |
The value of the error function.
|
![]() | NumberOfEpochs |
The number of epochs used during stage I training.
|
![]() | Random |
The random number generator used to perturb the stage I guesses.
|
![]() | Stage1Trainer |
The stage 1 trainer.
|
![]() | Stage2Trainer |
The stage 1 trainer.
|