override public String ToString()
{
StringBuilder result = new StringBuilder();
result.Append(ReadCSV.DisplayDate(this.date));
result.Append(", Amount: ");
result.Append(this.amount);
result.Append(", Prime Rate: ");
result.Append(this.rate);
result.Append(", Percent from Previous: ");
result.Append(this.percent.ToString("N2"));
return(result.ToString());
}
public void display()
{
double[] present = new double[INPUT_SIZE * 2];
double[] predict = new double[OUTPUT_SIZE];
double[] actualOutput = new double[OUTPUT_SIZE];
int index = 0;
foreach (FinancialSample sample in this.actual.getSamples())
{
if (sample.getDate().CompareTo(this.PREDICT_FROM) > 0)
{
StringBuilder str = new StringBuilder();
str.Append(ReadCSV.DisplayDate(sample.getDate()));
str.Append(":Start=");
str.Append(sample.getAmount());
this.actual.getInputData(index - INPUT_SIZE, present);
this.actual.getOutputData(index - INPUT_SIZE, actualOutput);
predict = this.network.ComputeOutputs(present);
str.Append(",Actual % Change=");
str.Append(actualOutput[0].ToString("N2"));
str.Append(",Predicted % Change= ");
str.Append(predict[0].ToString("N2"));
str.Append(":Difference=");
ErrorCalculation error = new ErrorCalculation();
error.UpdateError(predict, actualOutput);
str.Append(error.CalculateRMS().ToString("N2"));
//
Console.WriteLine(str.ToString());
}
index++;
}
}