public static void Main(String[] instr)
{
DateTime startTime = DateTime.Now; //start timer
//create instance of a ModelInterpreter object using the specified file
//could also pass an XmlDocument here (if the XML was stored in a database
//instead of a file, for example)
ModelInterpreter test = new ModelInterpreter("plsexample.xml");
//display some of the common model information
Console.WriteLine("Model type: " + test.modeltype);
Console.WriteLine("Expected Data Size:" + test.inputDataSize);
//how long did it take to parse the XML?
Console.WriteLine("Preparse Time:" + (DateTime.Now - startTime));
//create data to pass to the model
Matrix inmatrix = new Matrix(1, test.inputDataSize);
for (int i = 0; i < inmatrix.NoCols; i++) { inmatrix[0, i] = i + 1; };
test.inputdata = inmatrix;
startTime = DateTime.Now; //start timer
//set data and apply model
test.inputdata = inmatrix; //assign input data to object
test.apply(); //apply model
//how long did it take to apply the model?
Console.WriteLine("Elapsed Time:" + (DateTime.Now - startTime));
//Typical outputs for a PLS model:
/*
Console.WriteLine("yhat = " + test.results.getVar("yhat"));
Console.WriteLine("T2 = " + test.results.getVar("T2"));
Console.WriteLine("Q = " + test.results.getVar("Q"));
/* */
//List ALL contents of workspace
/* */
foreach (String name in test.results.varList)
{
Console.WriteLine(name + " = \n" + test.results.getVar(name));
}
/* */
Console.WriteLine("Press Enter to end test...");
Console.Read();
}
protected void RunEigenvectorModel (string file, double[,] yMatrix)
{
try
{
EigenvectorInterpreter.ModelInterpreter evim = new EigenvectorInterpreter.ModelInterpreter(file);
evim.inputdata = new MatrixLibrary.Matrix(yMatrix);
evim.apply();
EigenvectorInterpreter.Workspace ws = evim.results;
List<string> varList = ws.varList;
/*
System.Text.StringBuilder sb = new System.Text.StringBuilder("EigenvectorInterpreter Workspace variables\r");
foreach (string s in varList)
{
sb.AppendFormat("{0}\r", s);
}
AddOutputText(sb.ToString());
*/
string property = System.IO.Path.GetFileNameWithoutExtension(file);
string[] words = property.Split(new char[]{'_'});
if (words.Length > 1)
{
property = words[words.Length - 1];
}
if (varList.Contains("yhat"))
{
MatrixLibrary.Matrix m = ws.getVar("yhat");
AddOutputText(string.Format("{0} yhat = {1}\r", property, m.ToString()));
}
if( varList.Contains("T2"))
{
MatrixLibrary.Matrix m = ws.getVar("T2");
AddOutputText(string.Format("{0} T2 = {1}\r", property, m.ToString()));
}
if (varList.Contains("Q"))
{
MatrixLibrary.Matrix m = ws.getVar("Q");
AddOutputText(string.Format("{0} Q = {1}\r", property, m.ToString()));
}
}
catch(EigenvectorInterpreter.EigenvectorInterpreterExceptions e)
{
AddOutputText("EigenvectorInterpreter exception: " + e.Message + "\r");
}
}