private void button_Click(object sender, RoutedEventArgs e)
{
Fuzzification fuzzy = null;
DataSets data = null;
switch (datasets.Text)
{
case "1 - Heart":
data = DatasetChooser.ReadDatasetFromFile(DatasetType.Heart, "heart.data");
break;
case "2 - Iris":
data = DatasetChooser.ReadDatasetFromFile(DatasetType.Iris, "iris.data");
break;
case "3 - Seeds":
data = DatasetChooser.ReadDatasetFromFile(DatasetType.Seeds, "seeds.data");
break;
case "4 - Wine":
data = DatasetChooser.ReadDatasetFromFile(DatasetType.Wine, "wine.data");
break;
case "5 - Yeast":
data = DatasetChooser.ReadDatasetFromFile(DatasetType.Yeast, "yeast.data");
break;
case "6 - Test":
data = DatasetChooser.ReadDatasetFromFile(DatasetType.Test, "test.data");
break;
default:
MessageBox.Show("Choose again dataset.", "Fuzzification Tool", MessageBoxButton.OK, MessageBoxImage.Information);
break;
}
switch (algorithms.Text)
{
case "1 - Fuzzification with Entropy":
fuzzy = new FuzzificationEntropy(data);
break;
case "2 - Fuzzification with Waged Entropy":
fuzzy = new FuzzificationWagedEntropy(data);
break;
case "3 - Fuzzification with Waged Entropy and FCM clastering":
fuzzy = new FuzzificationWagedFcMclastering(data);
break;
case "4 - Fuzzification with Hierarchical Entropy":
fuzzy = new FuzzificationHierarchicalEntropy(data);
break;
default:
MessageBox.Show("Choose again algorithm.", "Fuzzification Tool", MessageBoxButton.OK, MessageBoxImage.Information);
break;
}
var volba = datasets.SelectedIndex;
var volba2 = algorithms.SelectedIndex;
if (data != null && fuzzy != null)
{
try
{
fuzzy.RunFuzzification();
}
catch (Exception err)
{
MessageBox.Show("Error." + (err.Message), "Fuzzification Tool", MessageBoxButton.OK, MessageBoxImage.Error);
}
data.WriteInfoToFile("dataset-information-" + volba + "-" + volba2 + ".txt");
fuzzy.WriteToFile("fuzzification-information-" + volba + "-" + volba2 + ".txt");
fuzzy.WriteResultsToFile("fuzzification-results-" + volba + "-" + volba2 + ".txt");
MessageBox.Show("Transformation to linguistic data was successful.", "Fuzzification Tool", MessageBoxButton.OK, MessageBoxImage.Information);
}
}
static void Main(string[] args)
{
string volba = "";
string volba2 = "";
bool valid = true;
Console.WriteLine("Fuzzification Tool \n");
Console.WriteLine();
Console.WriteLine("Available datasets: \n");
Console.WriteLine("ID - Dataset Name");
Console.WriteLine("-------------------------");
Console.WriteLine("1 - Heart");
Console.WriteLine("2 - Iris");
Console.WriteLine("3 - Seeds");
Console.WriteLine("4 - Wine");
Console.WriteLine("5 - Yeast");
Console.WriteLine("6 - Test");
Console.WriteLine();
DataSets data = null;
while (data == null)
{
Console.WriteLine("Choose dataset: ");
volba = Console.ReadLine();
switch (volba)
{
case "1":
data = DatasetChooser.ReadDatasetFromFile(DatasetType.Heart, "heart.data");
break;
case "2":
data = DatasetChooser.ReadDatasetFromFile(DatasetType.Iris, "iris.data");
break;
case "3":
data = DatasetChooser.ReadDatasetFromFile(DatasetType.Seeds, "seeds.data");
break;
case "4":
data = DatasetChooser.ReadDatasetFromFile(DatasetType.Wine, "wine.data");
break;
case "5":
data = DatasetChooser.ReadDatasetFromFile(DatasetType.Yeast, "yeast.data");
break;
case "6":
data = DatasetChooser.ReadDatasetFromFile(DatasetType.Test, "test.data");
break;
default:
data = null;
break;
}
}
Fuzzification fuzzy = null;
Console.WriteLine();
Console.WriteLine("Available fuzzification algorithms: ");
Console.WriteLine("ID - Algorithm Name");
Console.WriteLine("-------------------------");
Console.WriteLine("1 - Fuzzification with Entropy");
Console.WriteLine("2 - Fuzzification with Waged Entropy");
Console.WriteLine("3 - Fuzzification with Waged Entropy and FCM clastering");
Console.WriteLine("4 - Fuzzification with Hierarchical Entropy");
Console.WriteLine();
while (fuzzy == null)
{
Console.WriteLine("Choose algorithm: ");
volba2 = Console.ReadLine();
switch (volba2)
{
case "1":
fuzzy = new FuzzificationEntropy(data);
break;
case "2":
fuzzy = new FuzzificationWagedEntropy(data);
break;
case "3":
fuzzy = new FuzzificationWagedFcMclastering(data);
break;
case "4":
fuzzy = new FuzzificationHierarchicalEntropy(data);
break;
default:
valid = false;
break;
}
}
Console.WriteLine("Available operations: ");
Console.WriteLine("1 - Fuzzificate data");
Console.WriteLine("2 - Write information about dataset to file");
Console.WriteLine("3 - Write information about fuzzification to file");
Console.WriteLine("4 - Write result to file");
Console.WriteLine("0 - Exit application");
while (true)
{
Console.WriteLine("Choose operation: ");
volba = Console.ReadLine();
switch (volba)
{
case "1":
fuzzy.RunFuzzification();
break;
case "2":
data.WriteInfoToFile("dataset-information-" + volba + "-" + volba2 + ".txt");
break;
case "3":
fuzzy.WriteToFile("fuzzification-information-" + volba + "-" + volba2 + ".txt");
break;
case "4":
fuzzy.WriteResultsToFile("fuzzification-results-" + volba + "-" + volba2 + ".txt");
break;
case "0":
return;
}
}
}
