private void DrawLearningDataSetButton_Click(object sender, RoutedEventArgs e)
{
if (data != null)
{
ValuesA.Clear();
ValuesB.Clear();
ValuesC.Clear();
ValuesD.Clear();
data.ForEach(i =>
{
switch (i.ObjClass)
{
case 0: ValuesA.Add(new ObservablePoint(i.Attributes[0], i.Attributes[1])); break;
case 1: ValuesB.Add(new ObservablePoint(i.Attributes[0], i.Attributes[1])); break;
}
});
stolp.stolp(data, int.Parse(deltaTextBox.Text), int.Parse(l0TextBox.Text)).ForEach(i =>
{
ValuesC.Add(new ObservablePoint(i.Attributes[0], i.Attributes[1]));
});
List <Data> standarts = new List <Data>();
standarts.AddRange(stolp.findStandard(stolp.emissionСutOff(data, int.Parse(deltaTextBox.Text))));
//standarts.AddRange(stolp.findStandard(data));
standarts.ForEach(i =>
{
ValuesD.Add(new ObservablePoint(i.Attributes[0], i.Attributes[1]));
});
}
}
private void ClassificateButton_Click(object sender, RoutedEventArgs e)
{
if (data != null)
{
ValuesA.Clear();
ValuesB.Clear();
ValuesC.Clear();
ValuesD.Clear();
List <Data> newData = new List <Data>();
List <Data> omega = stolp.stolp(data, int.Parse(deltaTextBox.Text), int.Parse(l0TextBox.Text));
int maxItemCount = int.Parse(count.Text);
for (int i = 0; i < maxItemCount; i++)
{
for (int j = 0; j < maxItemCount; j++)
{
Data obj = new Data(new double[] { i / (double)maxItemCount, j / (double)maxItemCount }, -1);
obj.ObjClass = stolp.classifier(omega, obj);
switch (obj.ObjClass)
{
case 0: ValuesA.Add(new ObservablePoint(obj.Attributes[0], obj.Attributes[1])); break;
case 1: ValuesB.Add(new ObservablePoint(obj.Attributes[0], obj.Attributes[1])); break;
}
newData.Add(obj);
}
}
stolp.stolp(data, int.Parse(deltaTextBox.Text), int.Parse(l0TextBox.Text)).ForEach(i =>
{
ValuesC.Add(new ObservablePoint(i.Attributes[0], i.Attributes[1]));
});
List <Data> standarts = new List <Data>();
//standarts.AddRange(stolp.findStandard(data));
standarts.AddRange(stolp.findStandard(stolp.emissionСutOff(data, int.Parse(deltaTextBox.Text))));
standarts.ForEach(i =>
{
ValuesD.Add(new ObservablePoint(i.Attributes[0], i.Attributes[1]));
});
}
else
{
MessageBox.Show("Сперва Выберите Файл c обучающей выборкой");
}
/*data.ForEach(i =>
* {
* switch (i.ObjClass)
* {
* case 0: ValuesA.Add(new ObservablePoint(i.Attributes[0], i.Attributes[1])); break;
* case 1: ValuesB.Add(new ObservablePoint(i.Attributes[0], i.Attributes[1])); break;
* }
* });
*
*/
}