Example #1
0
        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);
            }
        }
Example #2
0
        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;
                }
            }
        }