public void AddDataAfterEducate(NeuralNetworkObj neuralNetworkObj, Dictionary <double[], double[]> prepareData)
{
data.Add("#########################################");
data.Add("#########################################");
int id = 1;
foreach (var entity in prepareData)
{
double[] inputVector = entity.Key;
double[] expectedResultVector = entity.Value;
neuralNetworkObj.Clear();
neuralNetworkObj.SetInputVector(inputVector);
neuralNetworkObj.Process();
double[] resultVector = GetResultVector(neuralNetworkObj);
data.Add($"ID: {id}");
data.Add($"Epoch: {neuralNetworkObj.GetCountEpochPassed()} (After educate)");
data.Add($"Error: {this.errorMethod.GetError(expectedResultVector, resultVector).ToString()}");
data.Add("Expected Result:");
foreach (var item in expectedResultVector)
{
data.Add(item.ToString());
}
data.Add("Result:");
foreach (var item in resultVector)
{
data.Add(item.ToString());
}
data.Add("#########################################");
id++;
}
}
public void SaveReport(NeuralNetworkObj neuralNetworkObj)
{
var dirPath = $"{this.pathToFileStorage}\\REPORT_{neuralNetworkObj.Name}";
if (!Directory.Exists(dirPath))
{
Directory.CreateDirectory(dirPath);
}
using (StreamWriter sw = new StreamWriter($"{dirPath}\\report_{neuralNetworkObj.GetCountEpochPassed()}.txt", false, System.Text.Encoding.Unicode))
{
foreach (var text in data)
{
sw.WriteLine(text);
}
}
this.data = new List <string>();
}