Public Instance Constructors

LearningAlgorithm Constructor Learning algorithm constructor

Public Instance Properties

Error Get the last square error
ErrorTreshold Get or set the maximum sum of square errors value ( >0)
Iteration Get the current number of learning iterations done
MaxIteration Get or set the maximum number of learning iterations.
N_Network Get the neural network of the learning algorithm

Public Instance Methods

Equals (inherited from Object)Select the method name to go to the Microsoft documentation.
GetHashCode (inherited from Object)Select the method name to go to the Microsoft documentation.
GetType (inherited from Object)Select the method name to go to the Microsoft documentation.
Learn To train the neuronal network on data. inputs[n] represents an input vector of the neural network and expected_outputs[n] the expected ouput for this vector.
ToString (inherited from Object)Select the method name to go to the Microsoft documentation.

Protected Instance Fields

error Last sum of square errors computed
ERROR_THRESHOLD Under this threshold value, learning will be considered as complete
ins Input matrix of data to learn
iter Number of learning iterations done
MAX_ITER Max number of iteration to learn data
nn The neural network
outs output matrix of data to learn

Protected Instance Methods

Finalize (inherited from Object)Select the method name to go to the Microsoft documentation.
MemberwiseClone (inherited from Object)Select the method name to go to the Microsoft documentation.

See Also

LearningAlgorithm Class | NeuralNetwork Namespace