private void loadDataButton_Click(object sender, EventArgs e)
{
textBox1.Text = "";
data = new Data[60, 2];
string[] paths = loadNames();
for (int i = 0; i < 60; i++)
{
data[i, 0] = new Data();
data[i, 1] = new Data();
data[i, 0].ReadDatasetLessX(paths[i], 0);
data[i, 1].ReadDatasetLessX(paths[i], 1);
}
DataAnalysis DA = new DataAnalysis(ref data);
DA.CalcWithoutDraw();
BinaryFormatter bf = new BinaryFormatter();
using (FileStream fs = File.Create("test10.bin"))
bf.Serialize(fs, data);
}
private void AnalysisButtonClick(object sender, EventArgs e)
{
DA = new DataAnalysis(ref data);
DA.Show();
}
private void coupleButton_Click(object sender, EventArgs e)
{
textBox1.Text = "";
openFileDialog1.InitialDirectory = @"D:\YandexDisk\Программирование\GestureRecognize\GestureRecognize\EMG_2Chs\EMG-S1";
data = new Data[2, 2];
for (int i = 0; i < 2; i++)
{
data[i, 0] = new Data();
data[i, 1] = new Data();
if (openFileDialog1.ShowDialog() == DialogResult.OK)
{
path[i] = openFileDialog1.FileName;
}
data[i, 0].ReadDatasetLessX(path[i], 0);
data[i, 1].ReadDatasetLessX(path[i], 1);
}
DataAnalysis DA = new DataAnalysis(ref data);
DA.CalcWithoutDraw();
//---------------------
alglib.clusterizerstate s;
alglib.kmeansreport rep;
int sets = 2, samples = 5000;
int incNames = 1;
while (true)
{
double[,] mass = DataToArray(sets, samples);
alglib.clusterizercreate(out s);
alglib.clusterizersetpoints(s, mass, 2);
alglib.clusterizersetkmeanslimits(s, 5, 0);
alglib.clusterizerrunkmeans(s, sets, out rep);
if (rep.terminationtype == 1)
{
int[,] classRes = new int[sets, sets];
int pointsInSet = mass.GetLength(0) / sets;
for (int n = 0; n < sets; n++)
{
for (int i = 0; i < pointsInSet; i++)
{
int r = rep.cidx[i + samples * n];
classRes[n, r]++;
}
}
for (int i = 0; i < sets; i++)
{
for (int j = 0; j < sets; j++)
{
textBox1.Text += classRes[i, j].ToString() + "\t";
}
textBox1.Text += Environment.NewLine;
}
textBox1.Text += Environment.NewLine;
}
else
{
textBox1.Text += rep.terminationtype.ToString();
}
incNames++;
if (incNames == 7)
{
break;
}
path[1] = path[1].Remove(path[1].Length - 5);
path[1] = path[1].Insert(path[1].Length, incNames.ToString());
path[1] = path[1].Insert(path[1].Length, ".csv");
data[1, 0] = new Data();
data[1, 1] = new Data();
data[1, 0].ReadDatasetLessX(path[1], 0);
data[1, 1].ReadDatasetLessX(path[1], 1);
DA = new DataAnalysis(ref data);
DA.CalcWithoutDraw();
}
}
