/// <summary>
/// Method to load Samples
/// </summary>
/// <param name="sample">Sample values</param>
public void LoadTreeModelTitanicSample(Sample sample, DataManager dataManager)
{
TitanicTree.Program titanic = new TitanicTree.Program();
var path = sample.GetParentDirectoryPath(Server.MapPath("~"));
string samplePath = string.Format("{0}{1}\\{2}", path, sample.SamplePath, "Model\\");
string outputPath = samplePath + "PredictedOutput.html";
string pmmlPath = string.Format("{0}{1}.pmml", samplePath, sample.Name);
string rScriptPath = string.Format("{0}{1}.R", samplePath, sample.Name);
string inputPath = samplePath + "Titanic.csv";
Table inputTable = new Syncfusion.PMML.Table(inputPath, true, ',');
Table selectedPageInputTable = sample.PagingMethod(inputTable, dataManager, dataManager != null ? dataManager.Skip : 0);
Table outputTable = titanic.PredictResult(selectedPageInputTable, pmmlPath);
ViewBag.output = sample.serializeTable(inputTable, outputTable, dataManager != null ? dataManager.Skip : 0);
Dictionary <string, List <string> > columnCollection = sample.GetColumnNames(inputTable, outputTable);
ViewBag.InputColumns = columnCollection["inputColumns"];
ViewBag.OutputColumns = columnCollection["outputColumns"];
ViewBag.InputNumericColumns = columnCollection["inputNumericColumns"];
ViewBag.OutputNumericColumns = columnCollection["outputNumericColumns"];
if (System.IO.File.Exists(rScriptPath))
{
ViewBag.RScript = System.IO.File.ReadAllText(rScriptPath);
}
ViewBag.PMML = System.IO.File.ReadAllText(pmmlPath);
}
/// <summary>
/// Method to load Samples
/// </summary>
/// <param name="sample">Sample values</param>
/// <param name="root">root directory</param>
public static void LoadSample(Sample sample, string root)
{
TitanicTree.Program titanic = new TitanicTree.Program();
var path = sample.GetParentDirectoryPath(root);
string samplePath = string.Format("{0}{1}\\{2}", path, sample.samplePath, "Model\\");
string outputPath = samplePath + "PredictedOutput.html";
string pmmlPath = string.Format("{0}{1}.pmml", samplePath, sample.name);
string rScriptPath = string.Format("{0}{1}.R", samplePath, sample.name);
string inputPath = samplePath + "Titanic.csv";
sample.inputTable = new Syncfusion.PMML.Table(inputPath, true, ',');
sample.selectedPageInputTable = sample.PagingMethod(sample.inputTable);
sample.outputTable = titanic.PredictResult(sample.selectedPageInputTable, pmmlPath);
if (File.Exists(rScriptPath))
{
sample.RScript = File.ReadAllText(rScriptPath);
}
sample.PMML = File.ReadAllText(pmmlPath);
}
