public OnlineTrainer(IErrorCalculator errorCalculator, ILearningProvider dataProvider, LearningAlgorithm learningAlgorithm)
{
ErrorCalculator = errorCalculator;
DataProvider = dataProvider;
LearningAlgorithm = learningAlgorithm;
tester = new NetworkTester(ErrorCalculator);
}
/// <summary>
/// Initializes a new instance of the <see cref="BackpropagationNetwork"/> class.
/// </summary>
/// <param name="errorCalculator">The error calculator.</param>
public BackpropagationNetwork(IErrorCalculator errorCalculator)
{
// Initialize the class name that will appear in log files.
this.name = ClassName + "_" + this.Id;
const string MethodName = "ctor";
Logger.TraceIn(this.name, MethodName);
this.errorCalculator = errorCalculator;
this.inboundConnections = new List<ISupervisedLearnerConnection>();
this.outboundConnections = new List<ISupervisedLearnerConnection>();
this.inputNodes = new List<ISupervisedLearnerNode>();
this.outputNodes = new List<ISupervisedLearnerNode>();
Logger.TraceOut(this.name, MethodName);
}
public NetworkTester(IErrorCalculator errorCalculator)
{
ErrorCalculator = errorCalculator;
}
public void Initialize()
{
ErrorCalculator = new MeanSquareErrorCalculator();
}
