private static List <UCIData> ReadUCIData()
{
List <UCIData> UCIresult = new List <UCIData>();
var assembly = typeof(UCIData).GetTypeInfo().Assembly;
Stream stream = assembly.GetManifestResourceStream("HARApp.Assets.UCIDataset.csv");
StreamReader oSR = new StreamReader(stream);
string sLine = oSR.ReadLine();
sLine = oSR.ReadLine();
while (sLine != null)
{
try
{
Debug.WriteLine(sLine);
UCIData UCIdata = CreateUCIData(sLine);
UCIresult.Add(UCIdata);
}
catch (Exception ex)
{
Debug.WriteLine("Error on line: " + sLine);
}
sLine = oSR.ReadLine();
}
Debug.WriteLine("----------------------------------------------------------------------");
oSR.Close();
return(UCIresult);
}
private static List <float> CreateRow(UCIData line)
{
List <float> UCIrow = new List <float>();
UCIrow.Add(line.acc_X);
UCIrow.Add(line.acc_Y);
UCIrow.Add(line.acc_Z);
UCIrow.Add(line.acc_XY);
UCIrow.Add(line.acc_XZ);
UCIrow.Add(line.acc_YZ);
UCIrow.Add(line.acc_XYZ);
UCIrow.Add(line.gyro_X);
UCIrow.Add(line.gyro_Y);
UCIrow.Add(line.gyro_Z);
return(UCIrow);
}
private static UCIData CreateUCIData(string sLine)
{
UCIData UCIdata = new UCIData();
String[] parts = sLine.Split(',');
UCIdata.acc_X = float.Parse(parts[0]);
UCIdata.acc_Y = float.Parse(parts[1]);
UCIdata.acc_Z = float.Parse(parts[2]);
UCIdata.acc_XY = float.Parse(parts[0]) * float.Parse(parts[1]);
UCIdata.acc_XZ = float.Parse(parts[0]) * float.Parse(parts[2]);
UCIdata.acc_YZ = float.Parse(parts[1]) * float.Parse(parts[2]);
UCIdata.acc_XYZ = float.Parse(parts[0]) * float.Parse(parts[1]) * float.Parse(parts[2]);
UCIdata.gyro_X = float.Parse(parts[3]);
UCIdata.gyro_Y = float.Parse(parts[4]);
UCIdata.gyro_Z = float.Parse(parts[5]);
UCIdata.Label = parts[6];
return(UCIdata);
}