public List <List <String> > list(String path)
{
//Create instance
LinearRegression program = new LinearRegression();
string[] Lines = System.IO.File.ReadAllLines(path + "../../../Models/LinearRegressionModel/lpsa.data");
program.outputTable = program.PredictResult(Lines, path + "../../../Models/LinearRegressionModel/lpsa.pmml");
List <List <String> > result = new List <List <String> >();
for (int i = 0; i < Lines.Length; i++)
{
List <String> tempRow = new List <String>();
String[] temp = Lines[i].Split(',');
String tempValue = null;
tempValue = temp[0];
tempRow.Add(tempValue);
temp = temp[1].Split(' ');
for (int j = 0; j < temp.Length; j++)
{
tempValue = temp[j];
tempRow.Add(tempValue);
}
tempValue = program.outputTable[i][0].ToString();
tempRow.Add(tempValue);
result.Add(tempRow);
}
return(result);
}
public ActionResult LinearRegressionModelDefault()
{
List <List <String> > Datasource = new List <List <String> >();
LinearRegression outputData = new LinearRegression();
String path = Request.PhysicalPath;
Datasource = outputData.list(path);
ViewBag.datasource = Datasource;
ViewBag.source = System.IO.File.ReadAllText(path + "../../../Controllers/LinearRegressionModel/LinearRegressionModelController.cs");
ViewBag.spark = System.IO.File.ReadAllText(path + "../../../Models/LinearRegressionModel/Spark.scala");
ViewBag.PMML = System.IO.File.ReadAllText(path + "../../../Models/LinearRegressionModel/lpsa.pmml");
return(View());
}