private void buttonUpdateTopGraph_Click(object sender, EventArgs e)
{
List <List <StromoLight_Diagnostics.PositionData> > dataFromFile = null;
if ((comboBoxSubjectToProcess.Text != "< select a subject >") && (comboBoxTestToProcess.Text != "< select a file >"))
{
if ((dataFromFile = LoadData()) != null)
{
UpdateGraph(zedGraphControl1, dataFromFile, SymbolType.XCross);
SingleFileProcessor sfp = new SingleFileProcessor();
labelLeftFootMeanAbsoluteAccuracy.Text = sfp.MeanAccuracy(dataFromFile[0]).ToString();
labelRightFootMeanAbsoluteAccuracy.Text = sfp.MeanAccuracy(dataFromFile[1]).ToString();
labelMeanAbsoluteValueDifference.Text = sfp.MeanAbsoluteValueDifference(dataFromFile[0], dataFromFile[1], 'X').ToString();
labelLeftFootStandardDeviation.Text = sfp.StandardDeviation(dataFromFile[0]).ToString();
labelRightFootStandardDeviation.Text = sfp.StandardDeviation(dataFromFile[1]).ToString();
labelDualStandardDeviation.Text = sfp.StandardDeviation(dataFromFile[0], dataFromFile[1]).ToString();
labelLeftFootSkewness.Text = sfp.Skewness(dataFromFile[0]).ToString();
labelRightFootSkewness.Text = sfp.Skewness(dataFromFile[1]).ToString();
labelLeftFootVariance.Text = sfp.Variance(dataFromFile[0]).ToString();
labelRightFootVariance.Text = sfp.Variance(dataFromFile[1]).ToString();
}
else
{
MessageBox.Show("Cannot Load File");
}
}
}
private List <double> AllRightFootXValuesFromFile(string pathToFile)
{
FileLoader fileLoader = new FileLoader();
SingleFileProcessor sfp = new SingleFileProcessor();
List <List <PositionData> > dataFromFile = fileLoader.ReadFeetDown_Accuracy(pathToFile);
return(sfp.XValues(dataFromFile[1]));
}
private void buttonProcessAllData_Click(object sender, EventArgs e)
{
List <List <PositionData> > dataFromFile = new List <List <PositionData> >();
List <double> allXPositionDataFromFiles = new List <double>(comboBoxSubjectToProcess.Items.Count);
FileLoader fileIO = new FileLoader();
DirectoryInfo dirInfo = new DirectoryInfo(PathToData);
foreach (DirectoryInfo directory in dirInfo.GetDirectories())
{
foreach (FileInfo currentFile in directory.GetFiles("Baseline_3*PostUnSwapped.csv"))
{
dataFromFile = fileIO.ReadPostUnswappedDataFromCSVFile(PATH_TO_TRAJECTORIZED_DATA + @"\" + directory.Name + @"\" + currentFile.Name);
SingleFileProcessor sfp = new SingleFileProcessor();
for (int i = 0; i < 2; i++)
{
foreach (double currentXValue in sfp.XValues(dataFromFile[i]))
{
allXPositionDataFromFiles.Add(currentXValue);
}
}
}
}
CenterSpace.Free.Histo histo = new CenterSpace.Free.Histo(1000, allXPositionDataFromFiles.ToArray());
UpdateGraph(zedGraphControl2, histo);
allXPositionDataFromFiles.Clear();
foreach (DirectoryInfo directory in dirInfo.GetDirectories())
{
foreach (FileInfo currentFile in directory.GetFiles("Baseline_1*PostUnSwapped.csv"))
{
dataFromFile = fileIO.ReadPostUnswappedDataFromCSVFile(PATH_TO_TRAJECTORIZED_DATA + @"\" + directory.Name + @"\" + currentFile.Name);
SingleFileProcessor sfp = new SingleFileProcessor();
for (int i = 0; i < 2; i++)
{
foreach (double currentXValue in sfp.XValues(dataFromFile[i]))
{
allXPositionDataFromFiles.Add(currentXValue);
}
}
}
}
histo = new CenterSpace.Free.Histo(1000, allXPositionDataFromFiles.ToArray());
UpdateGraph(zedGraphControl1, histo);
}
private List <double> AllValuesFromFile(string pathToFile)
{
FileLoader fileLoader = new FileLoader();
SingleFileProcessor sfp = new SingleFileProcessor();
List <List <PositionData> > dataFromFile = fileLoader.ReadFeetDown_Accuracy(pathToFile);
List <double> allValuesList = new List <double>();
foreach (double currentValue in sfp.XValues(dataFromFile[0]))
{
allValuesList.Add(currentValue);
}
foreach (double currentValue in sfp.XValues(dataFromFile[1]))
{
allValuesList.Add(currentValue);
}
return(allValuesList);
}
private void buttonUpdateTopGraph_Click(object sender, EventArgs e)
{
List<List<StromoLight_Diagnostics.PositionData>> dataFromFile = null;
if ((comboBoxSubjectToProcess.Text != "< select a subject >") && (comboBoxTestToProcess.Text != "< select a file >"))
{
if ((dataFromFile = LoadData()) != null)
{
UpdateGraph(zedGraphControl1, dataFromFile, SymbolType.XCross);
SingleFileProcessor sfp = new SingleFileProcessor();
labelLeftFootMeanAbsoluteAccuracy.Text = sfp.MeanAccuracy(dataFromFile[0]).ToString();
labelRightFootMeanAbsoluteAccuracy.Text = sfp.MeanAccuracy(dataFromFile[1]).ToString();
labelMeanAbsoluteValueDifference.Text = sfp.MeanAbsoluteValueDifference(dataFromFile[0], dataFromFile[1], 'X').ToString();
labelLeftFootStandardDeviation.Text = sfp.StandardDeviation(dataFromFile[0]).ToString();
labelRightFootStandardDeviation.Text = sfp.StandardDeviation(dataFromFile[1]).ToString();
labelDualStandardDeviation.Text = sfp.StandardDeviation(dataFromFile[0], dataFromFile[1]).ToString();
labelLeftFootSkewness.Text = sfp.Skewness(dataFromFile[0]).ToString();
labelRightFootSkewness.Text = sfp.Skewness(dataFromFile[1]).ToString();
labelLeftFootVariance.Text = sfp.Variance(dataFromFile[0]).ToString();
labelRightFootVariance.Text = sfp.Variance(dataFromFile[1]).ToString();
}
else
{
MessageBox.Show("Cannot Load File");
}
}
}
private void buttonUpdateBottomGraph_Click(object sender, EventArgs e)
{
if ((comboBoxSubjectToProcess.Text != "< select a subject >") && (comboBoxTestToProcess.Text != "< select a file >"))
{
List <List <StromoLight_Diagnostics.PositionData> > dataFromFile = null;
if ((dataFromFile = LoadData()) != null)
{
if (checkBoxDrawHistogram.Checked)
{
SingleFileProcessor sfp = new SingleFileProcessor();
UpdateGraph(zedGraphControl2, sfp.Histogram(dataFromFile[0], 10000));
}
else
{
UpdateGraph(zedGraphControl2, dataFromFile, SymbolType.None);
}
}
else
{
MessageBox.Show("Cannot Load File");
}
}
}
private void buttonUpdateBottomGraph_Click(object sender, EventArgs e)
{
if ((comboBoxSubjectToProcess.Text != "< select a subject >") && (comboBoxTestToProcess.Text != "< select a file >"))
{
List<List<StromoLight_Diagnostics.PositionData>> dataFromFile = null;
if ((dataFromFile = LoadData()) != null)
{
if (checkBoxDrawHistogram.Checked)
{
SingleFileProcessor sfp = new SingleFileProcessor();
UpdateGraph(zedGraphControl2, sfp.Histogram(dataFromFile[0], 10000));
}
else
{
UpdateGraph(zedGraphControl2, dataFromFile, SymbolType.None);
}
}
else
{
MessageBox.Show("Cannot Load File");
}
}
}
private void buttonProcessAllData_Click(object sender, EventArgs e)
{
List<List<PositionData>> dataFromFile = new List<List<PositionData>>();
List<double> allXPositionDataFromFiles = new List<double>(comboBoxSubjectToProcess.Items.Count);
FileLoader fileIO = new FileLoader();
DirectoryInfo dirInfo = new DirectoryInfo(PathToData);
foreach (DirectoryInfo directory in dirInfo.GetDirectories())
{
foreach(FileInfo currentFile in directory.GetFiles("Baseline_3*PostUnSwapped.csv"))
{
dataFromFile = fileIO.ReadPostUnswappedDataFromCSVFile(PATH_TO_TRAJECTORIZED_DATA + @"\" + directory.Name + @"\" + currentFile.Name);
SingleFileProcessor sfp = new SingleFileProcessor();
for (int i = 0; i < 2; i++)
{
foreach (double currentXValue in sfp.XValues(dataFromFile[i]))
{
allXPositionDataFromFiles.Add(currentXValue);
}
}
}
}
CenterSpace.Free.Histo histo = new CenterSpace.Free.Histo(1000, allXPositionDataFromFiles.ToArray());
UpdateGraph(zedGraphControl2, histo);
allXPositionDataFromFiles.Clear();
foreach (DirectoryInfo directory in dirInfo.GetDirectories())
{
foreach (FileInfo currentFile in directory.GetFiles("Baseline_1*PostUnSwapped.csv"))
{
dataFromFile = fileIO.ReadPostUnswappedDataFromCSVFile(PATH_TO_TRAJECTORIZED_DATA + @"\" + directory.Name + @"\" + currentFile.Name);
SingleFileProcessor sfp = new SingleFileProcessor();
for (int i = 0; i < 2; i++)
{
foreach (double currentXValue in sfp.XValues(dataFromFile[i]))
{
allXPositionDataFromFiles.Add(currentXValue);
}
}
}
}
histo = new CenterSpace.Free.Histo(1000, allXPositionDataFromFiles.ToArray());
UpdateGraph(zedGraphControl1, histo);
}
private List<double> AllRightFootXValuesFromFile(string pathToFile)
{
FileLoader fileLoader = new FileLoader();
SingleFileProcessor sfp = new SingleFileProcessor();
List<List<PositionData>> dataFromFile = fileLoader.ReadFeetDown_Accuracy(pathToFile);
return (sfp.XValues(dataFromFile[1]));
}
private List<double> AllValuesFromFile(string pathToFile)
{
FileLoader fileLoader = new FileLoader();
SingleFileProcessor sfp = new SingleFileProcessor();
List<List<PositionData>> dataFromFile = fileLoader.ReadFeetDown_Accuracy(pathToFile);
List<double> allValuesList = new List<double>();
foreach (double currentValue in sfp.XValues(dataFromFile[0]))
{
allValuesList.Add(currentValue);
}
foreach (double currentValue in sfp.XValues(dataFromFile[1]))
{
allValuesList.Add(currentValue);
}
return (allValuesList);
}
public void SaveData(string pathToData)
{
List<List<double>> loadedDataLists = DataLists(pathToData);
using (StreamWriter fileWriter = new StreamWriter(@"\\APPC05\Users\Public\Documents\Stromohab\ResultsFileLatest.csv"))
{
SingleFileProcessor sfp = new SingleFileProcessor();
StreamWriter sortedFileWriter = new StreamWriter(@"\\APPC05\Users\Public\Documents\Stromohab\SortedSubjectData.csv");
sortedFileWriter.WriteLine("Test,Subject,LF Mean,RF Mean,LF SD,RF SD");
fileWriter.WriteLine("," + "Absolute Mean" + "," + "Standard Deviation");
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline-Baseline_1:" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[6])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[6])).ToString());
fileWriter.WriteLine("Baseline-Baseline_2:" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[8])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[8])).ToString());
fileWriter.WriteLine("Baseline-Baseline_3:" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[7])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[7])).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline-Vison_1:" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[0])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[0])).ToString());
fileWriter.WriteLine("Vision_2:" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[2])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[2])).ToString());
fileWriter.WriteLine("Baseline-Vision_3:" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[4])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[4])).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline-Sound:_1" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[1])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[1])).ToString());
fileWriter.WriteLine("Sound_2: " + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[3])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[3])).ToString());
fileWriter.WriteLine("Baseline-Sound_3:" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[5])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[5])).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine("Subject Number" + "," + "Baseline-Baseline_1" + "," + "Baseline-Sound_1" + "," + "Baseline-Vision_1" + ",," + "Baseline_2" + "," + "Vision_2" + "," + "Sound_2" + ",," + "Baseline-Baseline_3" + "," + "Baseline-Vision_3" + "," + "Baseline-Sound_3");
/* *** PROCESS SubjectDataByTest HERE *** */
foreach (string currentSubjectPath in AllSubjectsList(pathToData))
{
DirectoryInfo currentDirInfo = new DirectoryInfo(currentSubjectPath);
FileInfo[] currentDirectoryFileList_Baseline1 = currentDirInfo.GetFiles("Baseline_1*FeetDown_Accuracy.csv",SearchOption.TopDirectoryOnly);
FileInfo[] currentDirectoryFileList_Baseline2 = currentDirInfo.GetFiles("Baseline_2*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
FileInfo[] currentDirectoryFileList_Vision2 = currentDirInfo.GetFiles("Vision_2*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
FileInfo[] currentDirectoryFileList_Sound2 = currentDirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
FileInfo[] currentDirectoryFileList_Baseline3 = currentDirInfo.GetFiles("Baseline_3*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
FileLoader fileLoader = new FileLoader();
string currentSubjectID = currentDirInfo.Name;
foreach (FileInfo currentBaselineFile in currentDirectoryFileList_Baseline1)
{
List<List<PositionData>> currentFileData = fileLoader.ReadFeetDown_Accuracy(currentBaselineFile.FullName);
if (currentDirectoryFileList_Vision2.Length > 0)
{
fileWriter.Write(currentSubjectID + ",,," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentBaselineFile.FullName))));
fileWriter.Write(",,," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Vision2[0].FullName))));
fileWriter.Write(",,,," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
sortedFileWriter.Write("Vision," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentBaselineFile.FullName))) + "\n");
sortedFileWriter.Write("Vision," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Vision2[0].FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Vision2[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Vision2[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Vision2[0].FullName))) + "\n");
sortedFileWriter.Write("Vision," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
}
else
{
if (currentDirectoryFileList_Sound2.Length > 0)
{
fileWriter.Write(currentSubjectID + ",," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentBaselineFile.FullName))));
fileWriter.Write(",,,,," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Sound2[0].FullName))));
fileWriter.Write(",,,," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
sortedFileWriter.Write("Sound," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentBaselineFile.FullName))) + "\n");
sortedFileWriter.Write("Sound," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Sound2[0].FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Sound2[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Sound2[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Sound2[0].FullName))) + "\n");
sortedFileWriter.Write("Sound," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
}
else
{
if (currentDirectoryFileList_Baseline2.Length > 0)
{
fileWriter.Write(currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentBaselineFile.FullName))));
fileWriter.Write(",,,," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline2[0].FullName))));
fileWriter.Write(",,,," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
sortedFileWriter.Write("Control," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentBaselineFile.FullName))) + "\n");
sortedFileWriter.Write("Control," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline2[0].FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline2[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline2[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline2[0].FullName))) + "\n");
sortedFileWriter.Write("Control," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
}
}
}
}
}
fileWriter.WriteLine();
fileWriter.WriteLine();
/* DO LEFT FOOT / RIGHT FOOT STUFF HERE */
fileWriter.WriteLine();
fileWriter.WriteLine();
fileWriter.WriteLine("," + "Absolute Mean Accuracy" + ",,," + "Accuracy SD\n" + "," + "Left Foot" + "," + "Right Foot" + "," + "Left Foot" + "," + "Right Foot");
fileWriter.WriteLine("Baseline-Baseline_1" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[13])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[14])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[13])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[14])).ToString());
fileWriter.WriteLine("Baseline_2" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[25])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[26])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[25])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[26])).ToString());
fileWriter.WriteLine("Baseline-Baseline_3" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[19])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[20])).ToString()+ "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[19])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[20])).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline-Vision_1" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[9])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[10])).ToString()+ "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[9])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[10])).ToString());
fileWriter.WriteLine("Vision_2" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[21])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[22])).ToString()+ "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[21])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[22])).ToString());
fileWriter.WriteLine("Baseline-Vision_3" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[15])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[16])).ToString()+ "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[15])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[16])).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline-Sound_1" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[11])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[12])).ToString()+ "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[11])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[12])).ToString());
fileWriter.WriteLine("Sound_2" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[23])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[24])).ToString()+ "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[23])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[24])).ToString());
fileWriter.WriteLine("Baseline-Sound_3" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[17])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[18])).ToString()+ "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[17])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[18])).ToString());
//fileWriter.WriteLine("STANDARD DEVATION");
//foreach (string currentSubjectPath in AllSubjectsList(pathToData))
//{
// DirectoryInfo currentDirInfo = new DirectoryInfo(currentSubjectPath);
// FileInfo[] currentDirectoryFileList_Baseline1 = currentDirInfo.GetFiles("Baseline_1*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
// FileInfo[] currentDirectoryFileList_Baseline2 = currentDirInfo.GetFiles("Baseline_2*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
// FileInfo[] currentDirectoryFileList_Vision2 = currentDirInfo.GetFiles("Vision_2*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
// FileInfo[] currentDirectoryFileList_Sound2 = currentDirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
// FileInfo[] currentDirectoryFileList_Baseline3 = currentDirInfo.GetFiles("Baseline_3*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
// FileLoader fileLoader = new FileLoader();
// string currentSubjectID = currentDirInfo.Name;
// foreach (FileInfo currentBaselineFile in currentDirectoryFileList_Baseline1)
// {
// List<List<PositionData>> currentFileData = fileLoader.ReadFeetDown_Accuracy(currentBaselineFile.FullName);
// if (currentDirectoryFileList_Vision2.Length > 0)
// {
// fileWriter.Write(currentSubjectID + ",,," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentBaselineFile.FullName))));
// fileWriter.Write(",,," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Vision2[0].FullName))));
// fileWriter.Write(",,,," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
// }
// else
// {
// if (currentDirectoryFileList_Sound2.Length > 0)
// {
// fileWriter.Write(currentSubjectID + ",," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentBaselineFile.FullName))));
// fileWriter.Write(",,,,," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Sound2[0].FullName))));
// fileWriter.Write(",,,," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
// }
// else
// {
// if (currentDirectoryFileList_Baseline2.Length > 0)
// {
// fileWriter.Write(currentSubjectID + "," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentBaselineFile.FullName))));
// fileWriter.Write(",,,," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline2[0].FullName))));
// fileWriter.Write(",,,," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
// }
// }
// }
// }
//}
fileWriter.Flush();
fileWriter.Close();
sortedFileWriter.Flush();
sortedFileWriter.Close();
}
}
public List<List<double>> DataLists(string pathToData)
{
#region Data for all subjects
List<List<double>> loadedDataLists = new List<List<double>>(4);
// Both feet together
List<double> baseline_1_vision_data_BothFeet = new List<double>();
List<double> baseline_1_sound_data_BothFeet = new List<double>();
List<double> baseline_1_baseline_data_BothFeet = new List<double>();
List<double> baseline_3_vision_data_BothFeet = new List<double>();
List<double> baseline_3_sound_data_BothFeet = new List<double>();
List<double> baseline_3_baseline_data_BothFeet = new List<double>();
List<double> vision_2_data_BothFeet = new List<double>();
List<double> sound_2_data_BothFeet = new List<double>();
List<double> baseline_2_data_BothFeet = new List<double>();
// Left and Right feet separately
// Test 1
List<double> baseline_1_vision_data_Left = new List<double>();
List<double> baseline_1_vision_data_Right = new List<double>();
List<double> baseline_1_sound_data_Left = new List<double>();
List<double> baseline_1_sound_data_Right = new List<double>();
List<double> baseline_1_baseline_data_Left = new List<double>();
List<double> baseline_1_baseline_data_Right = new List<double>();
// Test 3
List<double> baseline_3_vision_data_Left = new List<double>();
List<double> baseline_3_vision_data_Right = new List<double>();
List<double> baseline_3_sound_data_Left = new List<double>();
List<double> baseline_3_sound_data_Right = new List<double>();
List<double> baseline_3_baseline_data_Left = new List<double>();
List<double> baseline_3_baseline_data_Right = new List<double>();
//Test 2
List<double> vision_2_data_Left = new List<double>();
List<double> vision_2_data_Right = new List<double>();
List<double> sound_2_data_Left = new List<double>();
List<double> sound_2_data_Right = new List<double>();
List<double> baseline_2_data_Left = new List<double>();
List<double> baseline_2_data_Right = new List<double>();
#endregion Data for all subjects
DirectoryInfo dirInfo = new DirectoryInfo(pathToData);
FileInfo[] baseline_1_fileList = dirInfo.GetFiles("Baseline_1*_FeetDown_Accuracy.csv", SearchOption.AllDirectories);
FileInfo[] baseline_2_fileList = dirInfo.GetFiles("Baseline_2*_FeetDown_Accuracy.csv", SearchOption.AllDirectories);
FileInfo[] vision_2_fileList = dirInfo.GetFiles("Vision_2*_FeetDown_Accuracy.csv", SearchOption.AllDirectories);
FileInfo[] sound_2_fileList = dirInfo.GetFiles("Sound_2*_FeetDown_Accuracy.csv", SearchOption.AllDirectories);
FileInfo[] baseline_3_fileList = dirInfo.GetFiles("Baseline_3*_FeetDown_Accuracy.csv", SearchOption.AllDirectories);
FileLoader fileLoader = new FileLoader();
// BASELINE_1
foreach (FileInfo currentFileInfo in baseline_1_fileList)
{
List<List<PositionData>> currentFilePositionData = fileLoader.ReadFeetDown_Accuracy(currentFileInfo.FullName);
//For left and right markers
for (int i = 0; i < 2; i++)
{
SingleFileProcessor sfp = new SingleFileProcessor();
DirectoryInfo currentDirInfo = new DirectoryInfo(currentFileInfo.DirectoryName);
FileInfo[] currentDirectoryFileList = currentDirInfo.GetFiles("Vision_2*_FeetDown_Accuracy.csv");
if (currentDirectoryFileList.Length > 0)
{
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
//Both feet combined
baseline_1_vision_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
baseline_1_vision_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
baseline_1_vision_data_Right.Add(currentValueToSave);
}
}
}
}
else
{
currentDirectoryFileList = currentDirInfo.GetFiles("Sound_2*_FeetDown_Accuracy.csv");
if (currentDirectoryFileList.Length > 0)
{
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
//Both feet combined
baseline_1_sound_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
baseline_1_sound_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
baseline_1_sound_data_Right.Add(currentValueToSave);
}
}
}
}
else
{
currentDirectoryFileList = currentDirInfo.GetFiles("Baseline_2*_FeetDown_Accuracy.csv");
if (currentDirectoryFileList.Length > 0)
{
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
//Both feet combined
baseline_1_baseline_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
baseline_1_baseline_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
baseline_1_baseline_data_Right.Add(currentValueToSave);
}
}
}
}
}
}
}
}
// BASELINE_2
foreach (FileInfo currentFileInfo in baseline_2_fileList)
{
List<List<PositionData>> currentFilePositionData = fileLoader.ReadFeetDown_Accuracy(currentFileInfo.FullName);
//For left and right markers
for (int i = 0; i < 2; i++)
{
SingleFileProcessor sfp = new SingleFileProcessor();
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
//Both feet
baseline_2_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
baseline_2_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
baseline_2_data_Right.Add(currentValueToSave);
}
}
}
}
}
// VISION_2
foreach (FileInfo currentFileInfo in vision_2_fileList)
{
List<List<PositionData>> currentFilePositionData = fileLoader.ReadFeetDown_Accuracy(currentFileInfo.FullName);
//For left and right markers
for (int i = 0; i < 2; i++)
{
SingleFileProcessor sfp = new SingleFileProcessor();
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
//Combined feet
vision_2_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
vision_2_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
vision_2_data_Right.Add(currentValueToSave);
}
}
}
}
}
// SOUND_2
foreach (FileInfo currentFileInfo in sound_2_fileList)
{
List<List<PositionData>> currentFilePositionData = fileLoader.ReadFeetDown_Accuracy(currentFileInfo.FullName);
//For left and right markers
for (int i = 0; i < 2; i++)
{
SingleFileProcessor sfp = new SingleFileProcessor();
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
sound_2_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
sound_2_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
sound_2_data_Right.Add(currentValueToSave);
}
}
}
}
}
// BASELINE_3
foreach (FileInfo currentFileInfo in baseline_3_fileList)
{
List<List<PositionData>> currentFilePositionData = fileLoader.ReadFeetDown_Accuracy(currentFileInfo.FullName);
//For left and right markers
for (int i = 0; i < 2; i++)
{
SingleFileProcessor sfp = new SingleFileProcessor();
DirectoryInfo currentDirInfo = new DirectoryInfo(currentFileInfo.DirectoryName);
FileInfo[] currentDirectoryFileList = currentDirInfo.GetFiles("Vision_2*_FeetDown_Accuracy.csv");
if (currentDirectoryFileList.Length > 0)
{
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
//Both feet
baseline_3_vision_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
baseline_3_vision_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
baseline_3_vision_data_Right.Add(currentValueToSave);
}
}
}
}
else
{
currentDirectoryFileList = currentDirInfo.GetFiles("Sound_2*_FeetDown_Accuracy.csv");
if (currentDirectoryFileList.Length > 0)
{
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
baseline_3_sound_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
baseline_3_sound_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
baseline_3_sound_data_Right.Add(currentValueToSave);
}
}
}
}
else
{
currentDirectoryFileList = currentDirInfo.GetFiles("Baseline_2*FeetDown_Accuracy.csv");
if (currentDirectoryFileList.Length > 0)
{
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
//Both feet
baseline_3_baseline_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
baseline_3_baseline_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
baseline_3_baseline_data_Right.Add(currentValueToSave);
}
}
}
}
}
}
}
}
loadedDataLists.Add(baseline_1_vision_data_BothFeet); //0
loadedDataLists.Add(baseline_1_sound_data_BothFeet); //1
loadedDataLists.Add(vision_2_data_BothFeet); //2
loadedDataLists.Add(sound_2_data_BothFeet); //3
loadedDataLists.Add(baseline_3_vision_data_BothFeet); //4
loadedDataLists.Add(baseline_3_sound_data_BothFeet); //5
loadedDataLists.Add(baseline_1_baseline_data_BothFeet); //6
loadedDataLists.Add(baseline_3_baseline_data_BothFeet); //7
loadedDataLists.Add(baseline_2_data_BothFeet); //8
// Test 1
loadedDataLists.Add(baseline_1_vision_data_Left); //9
loadedDataLists.Add(baseline_1_vision_data_Right); //10
loadedDataLists.Add(baseline_1_sound_data_Left); //11
loadedDataLists.Add(baseline_1_sound_data_Right); //12
loadedDataLists.Add(baseline_1_baseline_data_Left); //13
loadedDataLists.Add(baseline_1_baseline_data_Right);//14
// Test 3
loadedDataLists.Add(baseline_3_vision_data_Left); //15
loadedDataLists.Add(baseline_3_vision_data_Right); //16
loadedDataLists.Add(baseline_3_sound_data_Left); //17
loadedDataLists.Add(baseline_3_sound_data_Right); //18
loadedDataLists.Add(baseline_3_baseline_data_Left); //19
loadedDataLists.Add(baseline_3_baseline_data_Right);//20
//Test 2
loadedDataLists.Add(vision_2_data_Left); //21
loadedDataLists.Add(vision_2_data_Right); //22
loadedDataLists.Add(sound_2_data_Left); //23
loadedDataLists.Add(sound_2_data_Right); //24
loadedDataLists.Add(baseline_2_data_Left); //25
loadedDataLists.Add(baseline_2_data_Right); //26
return (loadedDataLists);
}
public void Save(string pathToData)
{
using (StreamWriter fileWriter = new StreamWriter(@"\\APPC05\Users\Public\Documents\Stromohab\ResultsFile.csv"))
{
fileWriter.WriteLine("Subject,Baseline_1_Inaccuracy,Vision_2_Inaccuracy,Sound_2_Inaccuracy,Baseline_3_Inaccuracy");
SingleFileProcessor sfp = new SingleFileProcessor();
List<double> baseline_1_Accuracy = new List<double>();
List<double> vision_2_Accuracy = new List<double>();
List<double> sound_2_Accuracy = new List<double>();
List<double> baseline_3_Accuracy = new List<double>();
List<double> baseline1VisionAccuracy_1 = new List<double>();
List<double> baseline3VisionAccuracy_3 = new List<double>();
List<double> baseline1SoundAccuracy_1 = new List<double>();
List<double> baseline3SoundAccuracy_3 = new List<double>();
foreach (string currentPath in this.AllSubjectsList(pathToData))
{
FileLoader fileLoader = new FileLoader();
DirectoryInfo dirInfo = new DirectoryInfo(currentPath);
double baseline1Accuracy = -9999.99, vision2Accuracy = -9999.99, sound2Accuracy = -9999.99, baseline3Accuracy = -9999.99;
string fileName = null;
foreach (FileInfo currentFile in dirInfo.GetFiles("Baseline_1*FeetDown_Accuracy.csv"))
{
baseline1Accuracy = sfp.StandardDeviation(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0], fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]);
fileName = currentFile.Directory.Name;
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0]))
{
baseline_1_Accuracy.Add(currentValue);
FileInfo[] fileInfoVision = dirInfo.GetFiles();
FileInfo[] fileInfo2 = dirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv");
foreach (FileInfo currentFileA in fileInfoVision)
{
if (currentFileA.Name.Contains("Vision_2*FeetDown_Accuracy.csv"))
{
baseline1VisionAccuracy_1.Add(currentValue);
}
if (dirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv") != null)
{
baseline1SoundAccuracy_1.Add(currentValue);
}
}
}
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]))
{
baseline_1_Accuracy.Add(currentValue);
if (dirInfo.GetFiles("Vision_2*FeetDown_Accuracy.csv") != null)
{
baseline1VisionAccuracy_1.Add(currentValue);
}
else
{
if (dirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv") != null)
{
baseline1SoundAccuracy_1.Add(currentValue);
}
}
}
}
foreach (FileInfo currentFile in dirInfo.GetFiles("Vision_2*FeetDown_Accuracy.csv"))
{
vision2Accuracy = sfp.StandardDeviation(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0], fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]);
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0]))
{
vision_2_Accuracy.Add(currentValue);
}
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]))
{
vision_2_Accuracy.Add(currentValue);
}
}
foreach (FileInfo currentFile in dirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv"))
{
sound2Accuracy = sfp.StandardDeviation(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0], fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]);
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0]))
{
sound_2_Accuracy.Add(currentValue);
}
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]))
{
sound_2_Accuracy.Add(currentValue);
}
}
foreach (FileInfo currentFile in dirInfo.GetFiles("Baseline_3*FeetDown_Accuracy.csv"))
{
baseline_3_Accuracy.Add(baseline3Accuracy = sfp.StandardDeviation(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0], fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]));
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0]))
{
baseline_3_Accuracy.Add(currentValue);
if (dirInfo.GetFiles("Vision_2*FeetDown_Accuracy.csv") != null)
{
baseline3VisionAccuracy_3.Add(currentValue);
}
else
{
if (dirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv") != null)
{
baseline3SoundAccuracy_3.Add(currentValue);
}
}
}
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]))
{
baseline_3_Accuracy.Add(currentValue);
if (dirInfo.GetFiles("Vision_2*FeetDown_Accuracy.csv") != null)
{
baseline3VisionAccuracy_3.Add(currentValue);
}
else
{
if (dirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv") != null)
{
baseline3SoundAccuracy_3.Add(currentValue);
}
}
}
}
double sdBaseline1 = sfp.StandardDeviation(baseline_1_Accuracy);
double sdBaseline3 = sfp.StandardDeviation(baseline_1_Accuracy);
double sdVision = -9999.99;
double sdSound = -9999.99;
if (vision2Accuracy != -9999.99)
{
fileWriter.Write("," + vision2Accuracy.ToString());
sdVision = sfp.StandardDeviation(vision_2_Accuracy);
}
else
{
fileWriter.Write(",");
}
if (sound2Accuracy != -9999.99)
{
fileWriter.Write("," + sound2Accuracy.ToString());
sdSound = sfp.StandardDeviation(sound_2_Accuracy);
}
else
{
fileWriter.Write(",");
}
fileWriter.Write("," + baseline3Accuracy.ToString() + "\n");
}
fileWriter.WriteLine();
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline 1 Inaccuracy (all subjects): " + "," + sfp.StandardDeviation(baseline_1_Accuracy).ToString());
fileWriter.WriteLine("Vision 2 Inaccuracy (all subjects): " + "," + sfp.StandardDeviation(vision_2_Accuracy).ToString());
fileWriter.WriteLine("Sound 2 Inaccuracy (all subjects): " + "," + sfp.StandardDeviation(sound_2_Accuracy).ToString());
fileWriter.WriteLine("Baseline 3 Inaccuracy (all subjects): " + "," + sfp.StandardDeviation(baseline_3_Accuracy).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline/Vision/Baseline: " + "," + sfp.StandardDeviation(baseline1VisionAccuracy_1).ToString() + "," + sfp.StandardDeviation(vision_2_Accuracy).ToString() + "," + sfp.StandardDeviation(baseline3VisionAccuracy_3).ToString());
//fileWriter.WriteLine("Baseline/Sound/Baseline: " + "," + sfp.StandardDeviation(baseline1SoundAccuracy_1).ToString() + "," + sfp.StandardDeviation(sound_2_Accuracy).ToString() + "," + sfp.StandardDeviation(baseline3SoundAccuracy_3).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine();
for (int i = 0; i < baseline1VisionAccuracy_1.Count;i++)
{
baseline1VisionAccuracy_1[i] = Math.Abs(baseline_1_Accuracy[i]);
}
for (int i=0;i<baseline1SoundAccuracy_1.Count;i++)
{
baseline1SoundAccuracy_1[i] = Math.Abs(baseline1SoundAccuracy_1[i]);
}
for (int i = 0; i < baseline3VisionAccuracy_3.Count; i++)
{
baseline3VisionAccuracy_3[i] = Math.Abs(baseline3VisionAccuracy_3[i]);
}
for (int i = 0; i < vision_2_Accuracy.Count; i++)
{
vision_2_Accuracy[i] = Math.Abs(vision_2_Accuracy[i]);
}
for (int i = 0; i < sound_2_Accuracy.Count; i++)
{
sound_2_Accuracy[i] = Math.Abs(sound_2_Accuracy[i]);
}
fileWriter.WriteLine("Baseline 1 Mean: " + "," + sfp.MeanAccuracy(baseline_1_Accuracy).ToString());
fileWriter.WriteLine("Vision Mean: " + "," + sfp.MeanAccuracy(vision_2_Accuracy).ToString());
fileWriter.WriteLine("Sound Mean: " + "," + sfp.MeanAccuracy(sound_2_Accuracy).ToString());
fileWriter.WriteLine("Baseline 3 Mean: " + "," + sfp.MeanAccuracy(baseline_3_Accuracy).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline1-Vision Mean: " + "," + sfp.MeanAccuracy(baseline1VisionAccuracy_1).ToString());
fileWriter.WriteLine("Baseline1-Sound Mean: " + "," + sfp.MeanAccuracy(baseline1SoundAccuracy_1).ToString());
fileWriter.WriteLine("Vision Mean: " + "," + sfp.MeanAccuracy(vision_2_Accuracy).ToString());
fileWriter.WriteLine("Sound Mean: " + "," + sfp.MeanAccuracy(sound_2_Accuracy).ToString());
fileWriter.WriteLine("Vision-Baseline3 Mean: " + "," + sfp.MeanAccuracy(baseline3VisionAccuracy_3).ToString());
fileWriter.WriteLine("Sound-Baseline3 Mean: " + "," + sfp.MeanAccuracy(baseline3SoundAccuracy_3).ToString());
fileWriter.Flush();
fileWriter.Close();
}
}
public void SaveData(string pathToData)
{
List <List <double> > loadedDataLists = DataLists(pathToData);
using (StreamWriter fileWriter = new StreamWriter(@"\\APPC05\Users\Public\Documents\Stromohab\ResultsFileLatest.csv"))
{
SingleFileProcessor sfp = new SingleFileProcessor();
StreamWriter sortedFileWriter = new StreamWriter(@"\\APPC05\Users\Public\Documents\Stromohab\SortedSubjectData.csv");
sortedFileWriter.WriteLine("Test,Subject,LF Mean,RF Mean,LF SD,RF SD");
fileWriter.WriteLine("," + "Absolute Mean" + "," + "Standard Deviation");
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline-Baseline_1:" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[6])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[6])).ToString());
fileWriter.WriteLine("Baseline-Baseline_2:" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[8])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[8])).ToString());
fileWriter.WriteLine("Baseline-Baseline_3:" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[7])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[7])).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline-Vison_1:" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[0])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[0])).ToString());
fileWriter.WriteLine("Vision_2:" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[2])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[2])).ToString());
fileWriter.WriteLine("Baseline-Vision_3:" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[4])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[4])).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline-Sound:_1" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[1])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[1])).ToString());
fileWriter.WriteLine("Sound_2: " + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[3])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[3])).ToString());
fileWriter.WriteLine("Baseline-Sound_3:" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[5])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[5])).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine("Subject Number" + "," + "Baseline-Baseline_1" + "," + "Baseline-Sound_1" + "," + "Baseline-Vision_1" + ",," + "Baseline_2" + "," + "Vision_2" + "," + "Sound_2" + ",," + "Baseline-Baseline_3" + "," + "Baseline-Vision_3" + "," + "Baseline-Sound_3");
/* *** PROCESS SubjectDataByTest HERE *** */
foreach (string currentSubjectPath in AllSubjectsList(pathToData))
{
DirectoryInfo currentDirInfo = new DirectoryInfo(currentSubjectPath);
FileInfo[] currentDirectoryFileList_Baseline1 = currentDirInfo.GetFiles("Baseline_1*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
FileInfo[] currentDirectoryFileList_Baseline2 = currentDirInfo.GetFiles("Baseline_2*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
FileInfo[] currentDirectoryFileList_Vision2 = currentDirInfo.GetFiles("Vision_2*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
FileInfo[] currentDirectoryFileList_Sound2 = currentDirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
FileInfo[] currentDirectoryFileList_Baseline3 = currentDirInfo.GetFiles("Baseline_3*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
FileLoader fileLoader = new FileLoader();
string currentSubjectID = currentDirInfo.Name;
foreach (FileInfo currentBaselineFile in currentDirectoryFileList_Baseline1)
{
List <List <PositionData> > currentFileData = fileLoader.ReadFeetDown_Accuracy(currentBaselineFile.FullName);
if (currentDirectoryFileList_Vision2.Length > 0)
{
fileWriter.Write(currentSubjectID + ",,," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentBaselineFile.FullName))));
fileWriter.Write(",,," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Vision2[0].FullName))));
fileWriter.Write(",,,," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
sortedFileWriter.Write("Vision," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentBaselineFile.FullName))) + "\n");
sortedFileWriter.Write("Vision," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Vision2[0].FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Vision2[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Vision2[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Vision2[0].FullName))) + "\n");
sortedFileWriter.Write("Vision," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
}
else
{
if (currentDirectoryFileList_Sound2.Length > 0)
{
fileWriter.Write(currentSubjectID + ",," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentBaselineFile.FullName))));
fileWriter.Write(",,,,," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Sound2[0].FullName))));
fileWriter.Write(",,,," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
sortedFileWriter.Write("Sound," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentBaselineFile.FullName))) + "\n");
sortedFileWriter.Write("Sound," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Sound2[0].FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Sound2[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Sound2[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Sound2[0].FullName))) + "\n");
sortedFileWriter.Write("Sound," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
}
else
{
if (currentDirectoryFileList_Baseline2.Length > 0)
{
fileWriter.Write(currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentBaselineFile.FullName))));
fileWriter.Write(",,,," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline2[0].FullName))));
fileWriter.Write(",,,," + sfp.MeanAccuracy(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
sortedFileWriter.Write("Control," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentBaselineFile.FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentBaselineFile.FullName))) + "\n");
sortedFileWriter.Write("Control," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline2[0].FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline2[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline2[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline2[0].FullName))) + "\n");
sortedFileWriter.Write("Control," + currentSubjectID + "," + sfp.MeanAccuracy(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.MeanAccuracy(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllLeftFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "," + sfp.StandardDeviation(AbsoluteValues(AllRightFootXValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
}
}
}
}
}
fileWriter.WriteLine();
fileWriter.WriteLine();
/* DO LEFT FOOT / RIGHT FOOT STUFF HERE */
fileWriter.WriteLine();
fileWriter.WriteLine();
fileWriter.WriteLine("," + "Absolute Mean Accuracy" + ",,," + "Accuracy SD\n" + "," + "Left Foot" + "," + "Right Foot" + "," + "Left Foot" + "," + "Right Foot");
fileWriter.WriteLine("Baseline-Baseline_1" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[13])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[14])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[13])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[14])).ToString());
fileWriter.WriteLine("Baseline_2" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[25])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[26])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[25])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[26])).ToString());
fileWriter.WriteLine("Baseline-Baseline_3" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[19])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[20])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[19])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[20])).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline-Vision_1" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[9])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[10])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[9])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[10])).ToString());
fileWriter.WriteLine("Vision_2" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[21])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[22])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[21])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[22])).ToString());
fileWriter.WriteLine("Baseline-Vision_3" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[15])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[16])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[15])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[16])).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline-Sound_1" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[11])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[12])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[11])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[12])).ToString());
fileWriter.WriteLine("Sound_2" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[23])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[24])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[23])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[24])).ToString());
fileWriter.WriteLine("Baseline-Sound_3" + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[17])).ToString() + "," + sfp.MeanAccuracy(AbsoluteValues(loadedDataLists[18])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[17])).ToString() + "," + sfp.StandardDeviation(AbsoluteValues(loadedDataLists[18])).ToString());
//fileWriter.WriteLine("STANDARD DEVATION");
//foreach (string currentSubjectPath in AllSubjectsList(pathToData))
//{
// DirectoryInfo currentDirInfo = new DirectoryInfo(currentSubjectPath);
// FileInfo[] currentDirectoryFileList_Baseline1 = currentDirInfo.GetFiles("Baseline_1*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
// FileInfo[] currentDirectoryFileList_Baseline2 = currentDirInfo.GetFiles("Baseline_2*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
// FileInfo[] currentDirectoryFileList_Vision2 = currentDirInfo.GetFiles("Vision_2*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
// FileInfo[] currentDirectoryFileList_Sound2 = currentDirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
// FileInfo[] currentDirectoryFileList_Baseline3 = currentDirInfo.GetFiles("Baseline_3*FeetDown_Accuracy.csv", SearchOption.TopDirectoryOnly);
// FileLoader fileLoader = new FileLoader();
// string currentSubjectID = currentDirInfo.Name;
// foreach (FileInfo currentBaselineFile in currentDirectoryFileList_Baseline1)
// {
// List<List<PositionData>> currentFileData = fileLoader.ReadFeetDown_Accuracy(currentBaselineFile.FullName);
// if (currentDirectoryFileList_Vision2.Length > 0)
// {
// fileWriter.Write(currentSubjectID + ",,," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentBaselineFile.FullName))));
// fileWriter.Write(",,," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Vision2[0].FullName))));
// fileWriter.Write(",,,," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
// }
// else
// {
// if (currentDirectoryFileList_Sound2.Length > 0)
// {
// fileWriter.Write(currentSubjectID + ",," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentBaselineFile.FullName))));
// fileWriter.Write(",,,,," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Sound2[0].FullName))));
// fileWriter.Write(",,,," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
// }
// else
// {
// if (currentDirectoryFileList_Baseline2.Length > 0)
// {
// fileWriter.Write(currentSubjectID + "," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentBaselineFile.FullName))));
// fileWriter.Write(",,,," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline2[0].FullName))));
// fileWriter.Write(",,,," + sfp.StandardDeviation(AbsoluteValues(AllValuesFromFile(currentDirectoryFileList_Baseline3[0].FullName))) + "\n");
// }
// }
// }
// }
//}
fileWriter.Flush();
fileWriter.Close();
sortedFileWriter.Flush();
sortedFileWriter.Close();
}
}
public void Save(string pathToData)
{
using (StreamWriter fileWriter = new StreamWriter(@"\\APPC05\Users\Public\Documents\Stromohab\ResultsFile.csv"))
{
fileWriter.WriteLine("Subject,Baseline_1_Inaccuracy,Vision_2_Inaccuracy,Sound_2_Inaccuracy,Baseline_3_Inaccuracy");
SingleFileProcessor sfp = new SingleFileProcessor();
List <double> baseline_1_Accuracy = new List <double>();
List <double> vision_2_Accuracy = new List <double>();
List <double> sound_2_Accuracy = new List <double>();
List <double> baseline_3_Accuracy = new List <double>();
List <double> baseline1VisionAccuracy_1 = new List <double>();
List <double> baseline3VisionAccuracy_3 = new List <double>();
List <double> baseline1SoundAccuracy_1 = new List <double>();
List <double> baseline3SoundAccuracy_3 = new List <double>();
foreach (string currentPath in this.AllSubjectsList(pathToData))
{
FileLoader fileLoader = new FileLoader();
DirectoryInfo dirInfo = new DirectoryInfo(currentPath);
double baseline1Accuracy = -9999.99, vision2Accuracy = -9999.99, sound2Accuracy = -9999.99, baseline3Accuracy = -9999.99;
string fileName = null;
foreach (FileInfo currentFile in dirInfo.GetFiles("Baseline_1*FeetDown_Accuracy.csv"))
{
baseline1Accuracy = sfp.StandardDeviation(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0], fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]);
fileName = currentFile.Directory.Name;
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0]))
{
baseline_1_Accuracy.Add(currentValue);
FileInfo[] fileInfoVision = dirInfo.GetFiles();
FileInfo[] fileInfo2 = dirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv");
foreach (FileInfo currentFileA in fileInfoVision)
{
if (currentFileA.Name.Contains("Vision_2*FeetDown_Accuracy.csv"))
{
baseline1VisionAccuracy_1.Add(currentValue);
}
if (dirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv") != null)
{
baseline1SoundAccuracy_1.Add(currentValue);
}
}
}
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]))
{
baseline_1_Accuracy.Add(currentValue);
if (dirInfo.GetFiles("Vision_2*FeetDown_Accuracy.csv") != null)
{
baseline1VisionAccuracy_1.Add(currentValue);
}
else
{
if (dirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv") != null)
{
baseline1SoundAccuracy_1.Add(currentValue);
}
}
}
}
foreach (FileInfo currentFile in dirInfo.GetFiles("Vision_2*FeetDown_Accuracy.csv"))
{
vision2Accuracy = sfp.StandardDeviation(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0], fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]);
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0]))
{
vision_2_Accuracy.Add(currentValue);
}
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]))
{
vision_2_Accuracy.Add(currentValue);
}
}
foreach (FileInfo currentFile in dirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv"))
{
sound2Accuracy = sfp.StandardDeviation(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0], fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]);
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0]))
{
sound_2_Accuracy.Add(currentValue);
}
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]))
{
sound_2_Accuracy.Add(currentValue);
}
}
foreach (FileInfo currentFile in dirInfo.GetFiles("Baseline_3*FeetDown_Accuracy.csv"))
{
baseline_3_Accuracy.Add(baseline3Accuracy = sfp.StandardDeviation(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0], fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]));
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[0]))
{
baseline_3_Accuracy.Add(currentValue);
if (dirInfo.GetFiles("Vision_2*FeetDown_Accuracy.csv") != null)
{
baseline3VisionAccuracy_3.Add(currentValue);
}
else
{
if (dirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv") != null)
{
baseline3SoundAccuracy_3.Add(currentValue);
}
}
}
foreach (double currentValue in sfp.XValues(fileLoader.ReadFeetDown_Accuracy(currentFile.FullName)[1]))
{
baseline_3_Accuracy.Add(currentValue);
if (dirInfo.GetFiles("Vision_2*FeetDown_Accuracy.csv") != null)
{
baseline3VisionAccuracy_3.Add(currentValue);
}
else
{
if (dirInfo.GetFiles("Sound_2*FeetDown_Accuracy.csv") != null)
{
baseline3SoundAccuracy_3.Add(currentValue);
}
}
}
}
double sdBaseline1 = sfp.StandardDeviation(baseline_1_Accuracy);
double sdBaseline3 = sfp.StandardDeviation(baseline_1_Accuracy);
double sdVision = -9999.99;
double sdSound = -9999.99;
if (vision2Accuracy != -9999.99)
{
fileWriter.Write("," + vision2Accuracy.ToString());
sdVision = sfp.StandardDeviation(vision_2_Accuracy);
}
else
{
fileWriter.Write(",");
}
if (sound2Accuracy != -9999.99)
{
fileWriter.Write("," + sound2Accuracy.ToString());
sdSound = sfp.StandardDeviation(sound_2_Accuracy);
}
else
{
fileWriter.Write(",");
}
fileWriter.Write("," + baseline3Accuracy.ToString() + "\n");
}
fileWriter.WriteLine();
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline 1 Inaccuracy (all subjects): " + "," + sfp.StandardDeviation(baseline_1_Accuracy).ToString());
fileWriter.WriteLine("Vision 2 Inaccuracy (all subjects): " + "," + sfp.StandardDeviation(vision_2_Accuracy).ToString());
fileWriter.WriteLine("Sound 2 Inaccuracy (all subjects): " + "," + sfp.StandardDeviation(sound_2_Accuracy).ToString());
fileWriter.WriteLine("Baseline 3 Inaccuracy (all subjects): " + "," + sfp.StandardDeviation(baseline_3_Accuracy).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline/Vision/Baseline: " + "," + sfp.StandardDeviation(baseline1VisionAccuracy_1).ToString() + "," + sfp.StandardDeviation(vision_2_Accuracy).ToString() + "," + sfp.StandardDeviation(baseline3VisionAccuracy_3).ToString());
//fileWriter.WriteLine("Baseline/Sound/Baseline: " + "," + sfp.StandardDeviation(baseline1SoundAccuracy_1).ToString() + "," + sfp.StandardDeviation(sound_2_Accuracy).ToString() + "," + sfp.StandardDeviation(baseline3SoundAccuracy_3).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine();
for (int i = 0; i < baseline1VisionAccuracy_1.Count; i++)
{
baseline1VisionAccuracy_1[i] = Math.Abs(baseline_1_Accuracy[i]);
}
for (int i = 0; i < baseline1SoundAccuracy_1.Count; i++)
{
baseline1SoundAccuracy_1[i] = Math.Abs(baseline1SoundAccuracy_1[i]);
}
for (int i = 0; i < baseline3VisionAccuracy_3.Count; i++)
{
baseline3VisionAccuracy_3[i] = Math.Abs(baseline3VisionAccuracy_3[i]);
}
for (int i = 0; i < vision_2_Accuracy.Count; i++)
{
vision_2_Accuracy[i] = Math.Abs(vision_2_Accuracy[i]);
}
for (int i = 0; i < sound_2_Accuracy.Count; i++)
{
sound_2_Accuracy[i] = Math.Abs(sound_2_Accuracy[i]);
}
fileWriter.WriteLine("Baseline 1 Mean: " + "," + sfp.MeanAccuracy(baseline_1_Accuracy).ToString());
fileWriter.WriteLine("Vision Mean: " + "," + sfp.MeanAccuracy(vision_2_Accuracy).ToString());
fileWriter.WriteLine("Sound Mean: " + "," + sfp.MeanAccuracy(sound_2_Accuracy).ToString());
fileWriter.WriteLine("Baseline 3 Mean: " + "," + sfp.MeanAccuracy(baseline_3_Accuracy).ToString());
fileWriter.WriteLine();
fileWriter.WriteLine();
fileWriter.WriteLine("Baseline1-Vision Mean: " + "," + sfp.MeanAccuracy(baseline1VisionAccuracy_1).ToString());
fileWriter.WriteLine("Baseline1-Sound Mean: " + "," + sfp.MeanAccuracy(baseline1SoundAccuracy_1).ToString());
fileWriter.WriteLine("Vision Mean: " + "," + sfp.MeanAccuracy(vision_2_Accuracy).ToString());
fileWriter.WriteLine("Sound Mean: " + "," + sfp.MeanAccuracy(sound_2_Accuracy).ToString());
fileWriter.WriteLine("Vision-Baseline3 Mean: " + "," + sfp.MeanAccuracy(baseline3VisionAccuracy_3).ToString());
fileWriter.WriteLine("Sound-Baseline3 Mean: " + "," + sfp.MeanAccuracy(baseline3SoundAccuracy_3).ToString());
fileWriter.Flush();
fileWriter.Close();
}
}
public List <List <double> > DataLists(string pathToData)
{
#region Data for all subjects
List <List <double> > loadedDataLists = new List <List <double> >(4);
// Both feet together
List <double> baseline_1_vision_data_BothFeet = new List <double>();
List <double> baseline_1_sound_data_BothFeet = new List <double>();
List <double> baseline_1_baseline_data_BothFeet = new List <double>();
List <double> baseline_3_vision_data_BothFeet = new List <double>();
List <double> baseline_3_sound_data_BothFeet = new List <double>();
List <double> baseline_3_baseline_data_BothFeet = new List <double>();
List <double> vision_2_data_BothFeet = new List <double>();
List <double> sound_2_data_BothFeet = new List <double>();
List <double> baseline_2_data_BothFeet = new List <double>();
// Left and Right feet separately
// Test 1
List <double> baseline_1_vision_data_Left = new List <double>();
List <double> baseline_1_vision_data_Right = new List <double>();
List <double> baseline_1_sound_data_Left = new List <double>();
List <double> baseline_1_sound_data_Right = new List <double>();
List <double> baseline_1_baseline_data_Left = new List <double>();
List <double> baseline_1_baseline_data_Right = new List <double>();
// Test 3
List <double> baseline_3_vision_data_Left = new List <double>();
List <double> baseline_3_vision_data_Right = new List <double>();
List <double> baseline_3_sound_data_Left = new List <double>();
List <double> baseline_3_sound_data_Right = new List <double>();
List <double> baseline_3_baseline_data_Left = new List <double>();
List <double> baseline_3_baseline_data_Right = new List <double>();
//Test 2
List <double> vision_2_data_Left = new List <double>();
List <double> vision_2_data_Right = new List <double>();
List <double> sound_2_data_Left = new List <double>();
List <double> sound_2_data_Right = new List <double>();
List <double> baseline_2_data_Left = new List <double>();
List <double> baseline_2_data_Right = new List <double>();
#endregion Data for all subjects
DirectoryInfo dirInfo = new DirectoryInfo(pathToData);
FileInfo[] baseline_1_fileList = dirInfo.GetFiles("Baseline_1*_FeetDown_Accuracy.csv", SearchOption.AllDirectories);
FileInfo[] baseline_2_fileList = dirInfo.GetFiles("Baseline_2*_FeetDown_Accuracy.csv", SearchOption.AllDirectories);
FileInfo[] vision_2_fileList = dirInfo.GetFiles("Vision_2*_FeetDown_Accuracy.csv", SearchOption.AllDirectories);
FileInfo[] sound_2_fileList = dirInfo.GetFiles("Sound_2*_FeetDown_Accuracy.csv", SearchOption.AllDirectories);
FileInfo[] baseline_3_fileList = dirInfo.GetFiles("Baseline_3*_FeetDown_Accuracy.csv", SearchOption.AllDirectories);
FileLoader fileLoader = new FileLoader();
// BASELINE_1
foreach (FileInfo currentFileInfo in baseline_1_fileList)
{
List <List <PositionData> > currentFilePositionData = fileLoader.ReadFeetDown_Accuracy(currentFileInfo.FullName);
//For left and right markers
for (int i = 0; i < 2; i++)
{
SingleFileProcessor sfp = new SingleFileProcessor();
DirectoryInfo currentDirInfo = new DirectoryInfo(currentFileInfo.DirectoryName);
FileInfo[] currentDirectoryFileList = currentDirInfo.GetFiles("Vision_2*_FeetDown_Accuracy.csv");
if (currentDirectoryFileList.Length > 0)
{
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
//Both feet combined
baseline_1_vision_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
baseline_1_vision_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
baseline_1_vision_data_Right.Add(currentValueToSave);
}
}
}
}
else
{
currentDirectoryFileList = currentDirInfo.GetFiles("Sound_2*_FeetDown_Accuracy.csv");
if (currentDirectoryFileList.Length > 0)
{
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
//Both feet combined
baseline_1_sound_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
baseline_1_sound_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
baseline_1_sound_data_Right.Add(currentValueToSave);
}
}
}
}
else
{
currentDirectoryFileList = currentDirInfo.GetFiles("Baseline_2*_FeetDown_Accuracy.csv");
if (currentDirectoryFileList.Length > 0)
{
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
//Both feet combined
baseline_1_baseline_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
baseline_1_baseline_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
baseline_1_baseline_data_Right.Add(currentValueToSave);
}
}
}
}
}
}
}
}
// BASELINE_2
foreach (FileInfo currentFileInfo in baseline_2_fileList)
{
List <List <PositionData> > currentFilePositionData = fileLoader.ReadFeetDown_Accuracy(currentFileInfo.FullName);
//For left and right markers
for (int i = 0; i < 2; i++)
{
SingleFileProcessor sfp = new SingleFileProcessor();
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
//Both feet
baseline_2_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
baseline_2_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
baseline_2_data_Right.Add(currentValueToSave);
}
}
}
}
}
// VISION_2
foreach (FileInfo currentFileInfo in vision_2_fileList)
{
List <List <PositionData> > currentFilePositionData = fileLoader.ReadFeetDown_Accuracy(currentFileInfo.FullName);
//For left and right markers
for (int i = 0; i < 2; i++)
{
SingleFileProcessor sfp = new SingleFileProcessor();
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
//Combined feet
vision_2_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
vision_2_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
vision_2_data_Right.Add(currentValueToSave);
}
}
}
}
}
// SOUND_2
foreach (FileInfo currentFileInfo in sound_2_fileList)
{
List <List <PositionData> > currentFilePositionData = fileLoader.ReadFeetDown_Accuracy(currentFileInfo.FullName);
//For left and right markers
for (int i = 0; i < 2; i++)
{
SingleFileProcessor sfp = new SingleFileProcessor();
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
sound_2_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
sound_2_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
sound_2_data_Right.Add(currentValueToSave);
}
}
}
}
}
// BASELINE_3
foreach (FileInfo currentFileInfo in baseline_3_fileList)
{
List <List <PositionData> > currentFilePositionData = fileLoader.ReadFeetDown_Accuracy(currentFileInfo.FullName);
//For left and right markers
for (int i = 0; i < 2; i++)
{
SingleFileProcessor sfp = new SingleFileProcessor();
DirectoryInfo currentDirInfo = new DirectoryInfo(currentFileInfo.DirectoryName);
FileInfo[] currentDirectoryFileList = currentDirInfo.GetFiles("Vision_2*_FeetDown_Accuracy.csv");
if (currentDirectoryFileList.Length > 0)
{
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
//Both feet
baseline_3_vision_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
baseline_3_vision_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
baseline_3_vision_data_Right.Add(currentValueToSave);
}
}
}
}
else
{
currentDirectoryFileList = currentDirInfo.GetFiles("Sound_2*_FeetDown_Accuracy.csv");
if (currentDirectoryFileList.Length > 0)
{
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
baseline_3_sound_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
baseline_3_sound_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
baseline_3_sound_data_Right.Add(currentValueToSave);
}
}
}
}
else
{
currentDirectoryFileList = currentDirInfo.GetFiles("Baseline_2*FeetDown_Accuracy.csv");
if (currentDirectoryFileList.Length > 0)
{
foreach (double currentValueToSave in sfp.XValues(currentFilePositionData[i]))
{
//Both feet
baseline_3_baseline_data_BothFeet.Add(currentValueToSave);
//Separate feet
if (i == 0)
{
baseline_3_baseline_data_Left.Add(currentValueToSave);
}
else
{
if (i == 1)
{
baseline_3_baseline_data_Right.Add(currentValueToSave);
}
}
}
}
}
}
}
}
loadedDataLists.Add(baseline_1_vision_data_BothFeet); //0
loadedDataLists.Add(baseline_1_sound_data_BothFeet); //1
loadedDataLists.Add(vision_2_data_BothFeet); //2
loadedDataLists.Add(sound_2_data_BothFeet); //3
loadedDataLists.Add(baseline_3_vision_data_BothFeet); //4
loadedDataLists.Add(baseline_3_sound_data_BothFeet); //5
loadedDataLists.Add(baseline_1_baseline_data_BothFeet); //6
loadedDataLists.Add(baseline_3_baseline_data_BothFeet); //7
loadedDataLists.Add(baseline_2_data_BothFeet); //8
// Test 1
loadedDataLists.Add(baseline_1_vision_data_Left); //9
loadedDataLists.Add(baseline_1_vision_data_Right); //10
loadedDataLists.Add(baseline_1_sound_data_Left); //11
loadedDataLists.Add(baseline_1_sound_data_Right); //12
loadedDataLists.Add(baseline_1_baseline_data_Left); //13
loadedDataLists.Add(baseline_1_baseline_data_Right); //14
// Test 3
loadedDataLists.Add(baseline_3_vision_data_Left); //15
loadedDataLists.Add(baseline_3_vision_data_Right); //16
loadedDataLists.Add(baseline_3_sound_data_Left); //17
loadedDataLists.Add(baseline_3_sound_data_Right); //18
loadedDataLists.Add(baseline_3_baseline_data_Left); //19
loadedDataLists.Add(baseline_3_baseline_data_Right); //20
//Test 2
loadedDataLists.Add(vision_2_data_Left); //21
loadedDataLists.Add(vision_2_data_Right); //22
loadedDataLists.Add(sound_2_data_Left); //23
loadedDataLists.Add(sound_2_data_Right); //24
loadedDataLists.Add(baseline_2_data_Left); //25
loadedDataLists.Add(baseline_2_data_Right); //26
return(loadedDataLists);
}