public void Execute(IExampleInterface app)
{
string inputFile = "C:\\jth\\iris.csv";
DataNormalization normalize = new DataNormalization();
IInputField a, b, c, d;
normalize.AddInputField(a = new InputFieldCSV(true, inputFile, "sepal_l"));
normalize.AddInputField(b = new InputFieldCSV(true, inputFile, "sepal_w"));
normalize.AddInputField(c = new InputFieldCSV(true, inputFile, "petal_l"));
normalize.AddInputField(d = new InputFieldCSV(true, inputFile, "petal_w"));
normalize.AddInputField(new InputFieldCSV(false, inputFile, "species"));
normalize.AddOutputField(new OutputFieldRangeMapped(a));
normalize.AddOutputField(new OutputFieldRangeMapped(b));
normalize.AddOutputField(new OutputFieldRangeMapped(c));
normalize.AddOutputField(new OutputFieldRangeMapped(d));
//normalize.AddOutputField(new OutputOneOf(1,0));
NormalizationStorageMLDataSet store = new NormalizationStorageMLDataSet(4, 0);
normalize.Storage = store;
normalize.Report = new ConsoleStatusReportable();
normalize.Process(true);
Console.WriteLine(store.DataSet.Count);
}
public void Execute(IExampleInterface app)
{
string inputFile = @"C:\Development\AI\machinelearning\encog-dotnet-core-master\encog-core-test\Resources\iris.csv";
DataNormalization normalize = new DataNormalization();
IInputField a, b, c, d;
normalize.AddInputField(a = new InputFieldCSV(true, inputFile, "sepal_l"));
normalize.AddInputField(b = new InputFieldCSV(true, inputFile, "sepal_w"));
normalize.AddInputField(c = new InputFieldCSV(true, inputFile, "petal_l"));
normalize.AddInputField(d = new InputFieldCSV(true, inputFile, "petal_w"));
normalize.AddInputField(new InputFieldCSV(false, inputFile, "species"));
normalize.AddOutputField(new OutputFieldRangeMapped(a));
normalize.AddOutputField(new OutputFieldRangeMapped(b));
normalize.AddOutputField(new OutputFieldRangeMapped(c));
normalize.AddOutputField(new OutputFieldRangeMapped(d));
//normalize.AddOutputField(new OutputOneOf(1,0));
NormalizationStorageMLDataSet store = new NormalizationStorageMLDataSet(4, 0);
normalize.Storage = store;
normalize.Report = new ConsoleStatusReportable();
normalize.Process(true);
Console.WriteLine(store.DataSet.Count + " Datasets validated");
}
