FFNet Class

Feed-Forward Network basic functionality helper class.

Inheritance Hierarchy

Namespace: FinMath.MachineLearning.NeuralNetworks
Assembly: FinMath (in FinMath.dll) Version: 2.4.7-0a995bd0ea1854c2c868ec3f8dae606c5777e170

Syntax

[SerializableAttribute]
public abstract class FFNet : IDisposable, 
	ISerializable

The FFNet type exposes the following members.

Constructors

	Name	Description
	FFNet	The object deserialization constructor.

Properties

	Name	Description
	Classes	The list of classes in the model
	Regularisation	Neural network L-1 regularization parameter.
	TerminationDelegate	The user's stop criterion function.
	TerminationIterations	The maximum optimization iterations number. Zero means infinite iterations.
	TerminationObjectiveChange	Objective function change stop criterion. Null means no objective change termination conditions.
	TerminationTimeout	The optimization algorithm timeout: the execution will be interrupted on the next step after the timeout expiration.
	Topology	The neural network model topology
	TrainBestIteration	Last Train or Update operation best step index.
	TrainBestValue	Last Train or Update operation best objective value.
	TrainTotalIterations	Last Train or Update operation total steps number.

Methods

	Name	Description
	Clear	Clear model - free resources
	Dispose	This code added to correctly implement the disposable pattern.
	Equals	Determines whether the specified object is equal to the current object. (Inherited from Object.)
	GetHashCode	Serves as the default hash function. (Inherited from Object.)
	GetObjectData	The object optimized serialization method.
	GetType	Gets the Type of the current instance. (Inherited from Object.)
	Load	Load model from file.
	Save	Save model to file.
	ToString	Returns a string that represents the current object. (Inherited from Object.)