private void button14_Click(object sender, EventArgs e)
{
InfaDlyaExperimentaCIzmenenPoroga infa = new InfaDlyaExperimentaCIzmenenPoroga();
infa.min = Convert.ToDouble(dataGridView9.Rows[0].Cells[1].Value);
infa.max = Convert.ToDouble(dataGridView9.Rows[1].Cells[1].Value);
infa.shag = Convert.ToDouble(dataGridView9.Rows[2].Cells[1].Value);
progressBar1.Value = 0;
progressBar1.Maximum = Convert.ToInt32((infa.max - infa.min) / infa.shag) + 2;
Task.Factory.StartNew(() => { ExperimentCIzmenenPoroga(infa); }); //Создание и запуск нового потока
}
public void ExperimentCIzmenenPoroga(object a)
{
InfaDlyaExperimentaCIzmenenPoroga infa = (InfaDlyaExperimentaCIzmenenPoroga)a;
int countRow = ocenkaAnomalii.Length;
for (double i = infa.min; i < infa.max; i += infa.shag)
{
int TP = 0;
int TN = 0;
int FP = 0;
int FN = 0;
bool[] predictedClass = new bool[countRow];
//Определение класса на основе порога
for (int k = 0; k < countRow; k++)
{
if (ocenkaAnomalii[k] > i)
{
predictedClass[k] = true;
}
else
{
predictedClass[k] = false;
}
}
for (int k = 0; k < countRow; k++)
{
if ((trueClass[k] == true) && (trueClass[k] == predictedClass[k]))
{
TP++;
}
if ((trueClass[k] == false) && (trueClass[k] == predictedClass[k]))
{
TN++;
}
if ((trueClass[k] == true) && (trueClass[k] != predictedClass[k]))
{
FP++;
}
if ((trueClass[k] == false) && (trueClass[k] != predictedClass[k]))
{
FN++;
}
}
string[] row = calculatingMetriks(i, TP, TN, FP, FN);
dataGridView10.Invoke((Action)(() =>
{
dataGridView10.Rows.Add(row);
}));
int obmen = TP;
TP = TN;
TN = obmen;
obmen = FP;
FP = FN;
FN = obmen;
row = calculatingMetriks(i, TP, TN, FP, FN);
dataGridView11.Invoke((Action)(() =>
{
dataGridView11.Rows.Add(row);
}));
label1.Invoke((Action)(() => { label1.Text = "Порог:" + i + "/" + infa.max; }));
progressBar1.Invoke((Action)(() => { progressBar1.Value++; }));
}
}
