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.
|