private void TrafficLight_Shown(object sender, EventArgs e)
{
var parameters = TrainData.nameParameter.Values.Where(o => o.StartsWith("Def")).ToArray();
foreach (var parameter in parameters)
{
parameterCondition.Items.Add(XMLWork.FindNameWithScada(parameter, Properties.Settings.Default.Languages));
}
if (parameterCondition.Items.Count == 0)
{
MessageBox.Show(Localization.MyStrings.WithoutDefect);
}
if (parameterCondition.Items.Count != 0)
{
parameterCondition.SelectedIndex = 0;
}
if (ListAdd.Items.Count != 0)
{
ListAdd.SelectedIndex = 0;
}
if (ListDelete.Items.Count != 0)
{
ListDelete.SelectedIndex = 0;
}
if (ListAddError.Items.Count != 0)
{
ListAddError.SelectedIndex = 0;
}
if (ListDeleteError.Items.Count != 0)
{
ListDeleteError.SelectedIndex = 0;
}
}
private void NormalDistribution_Shown(object sender, EventArgs e)
{
name_parametrs = TrainData.nameParameter.Values.Where(o => o.StartsWith("Def")).ToList();// || o.StartsWith("OPC")).ToList();
ListParam.Items.Clear();
foreach (var item in name_parametrs)
{
ListParam.Items.Add(XMLWork.FindNameWithScada(item, Properties.Settings.Default.Languages));
}
}
void ShowProcessParameters()
{
string[] input, quality;
input = _inputParams.Select(item => XMLWork.FindNameWithScada(item, Properties.Settings.Default.Languages)).ToArray();
quality = _qualityParams.Select(item => XMLWork.FindNameWithScada(item, Properties.Settings.Default.Languages)).ToArray();
comboBoxInputParams.Items.Clear();
comboBoxInputParams.Items.AddRange(input);
comboBoxInputParams.SelectedIndex = 0;
comboBoxQualityParams.Items.Clear();
comboBoxQualityParams.Items.AddRange(quality);
comboBoxQualityParams.SelectedIndex = 0;
}
public Kohonen()
{
if (!string.IsNullOrEmpty(Properties.Settings.Default.Languages))
{
System.Threading.Thread.CurrentThread.CurrentUICulture =
System.Globalization.CultureInfo.GetCultureInfo(Properties.Settings.Default.Languages);
System.Threading.Thread.CurrentThread.CurrentCulture =
System.Globalization.CultureInfo.GetCultureInfo(Properties.Settings.Default.Languages);
}
InitializeComponent();
ListAdd.Items.Clear();
ListDelete.Items.Clear();
List <int> keys = new List <int>();
Dictionary <int, decimal> firstRow = TrainData.Train.First().Input;
foreach (OneRow data in TrainData.Train)
{
foreach (var item in data.Input)
{
if (keys.Contains(item.Key))
{
continue;
}
if (item.Key != firstRow[item.Key])
{
keys.Add(item.Key);
}
}
break;
}
var parameters = TrainData.nameParameter.Values.Where(o => o.StartsWith("Def")).ToArray();
foreach (var parameter1 in parameters)
{
ListAdd.Items.Add(XMLWork.FindNameWithScada(parameter1, Properties.Settings.Default.Languages));
}
foreach (int key in keys)
{
ListAdd.Items.Add(XMLWork.FindNameWithID(key, Properties.Settings.Default.Languages));
}
if (ListAdd.Items.Count != 0)
{
ListAdd.SelectedIndex = 0;
}
if (ListDelete.Items.Count != 0)
{
ListDelete.SelectedIndex = 0;
}
}
void ShowParametersOnPage3()
{
if (checkedListBoxInputParametersToCheckPage3.SelectedItems.Count != 0)
{
return;
}
string[] input, quality;
input = _inputParams.Select(item => XMLWork.FindNameWithScada(item, Properties.Settings.Default.Languages)).ToArray();
quality = _qualityParams.Select(item => XMLWork.FindNameWithScada(item, Properties.Settings.Default.Languages)).ToArray();
comboBoxQualityParametersPage3.Items.Clear();
comboBoxQualityParametersPage3.Items.AddRange(quality);
comboBoxQualityParametersPage3.SelectedIndex = 0;
checkedListBoxInputParametersToCheckPage3.Items.Clear();
checkedListBoxInputParametersToCheckPage3.Items.AddRange(input);
}
private void RegressionAnalysisNew_Shown(object sender, EventArgs e)
{
_qualityParams = TrainData.nameParameter.Values.Where(o => o.StartsWith("Def")).ToArray();
_inputParams = TrainData.nameParameter.Values.Where(o => o.StartsWith("OPC")).ToArray();
comboBoxInputParams.Items.Clear();
comboBoxQualityParams.Items.Clear();
foreach (var qualityParam in _qualityParams)
{
comboBoxQualityParams.Items.Add(XMLWork.FindNameWithScada(qualityParam, Properties.Settings.Default.Languages));
}
foreach (var inputParam in _inputParams)
{
comboBoxInputParams.Items.Add(XMLWork.FindNameWithScada(inputParam, Properties.Settings.Default.Languages));
}
comboBoxInputParams.SelectedIndex = comboBoxQualityParams.SelectedIndex = 0;
}
public Diagramm(List <DM.DecisionTree.TreeNode> rndForests)
{
if (!string.IsNullOrEmpty(Properties.Settings.Default.Languages))
{
System.Threading.Thread.CurrentThread.CurrentUICulture =
System.Globalization.CultureInfo.GetCultureInfo(Properties.Settings.Default.Languages);
System.Threading.Thread.CurrentThread.CurrentCulture =
System.Globalization.CultureInfo.GetCultureInfo(Properties.Settings.Default.Languages);
}
InitializeComponent();
TrainData.GetData();
List <string> dictForestsSort = new List <string>();
List <string> secForestsSort = new List <string>();
Dictionary <string, int> dictForests = new Dictionary <string, int>();
Dictionary <string, int> secondForests = new Dictionary <string, int>();
foreach (DM.DecisionTree.TreeNode rndForest in rndForests)
{
if (!dictForests.ContainsKey(rndForest.attributeName))
{
dictForests.Add(rndForest.attributeName, 1);
}
else
{
dictForests[rndForest.attributeName]++;
}
}
dictForestsSort = dictForests.Keys.ToList();
InsertionSort(dictForestsSort, dictForests);
this.chart1.Series.Clear();
this.chart1.Titles.Clear();
// Set palette.
this.chart1.Palette = ChartColorPalette.SeaGreen;
// Set title.
this.chart1.Titles.Add("1st Node");
double numberOfParameters = 1.0;
foreach (var item in dictForestsSort)
{
//TODO Russian name
if ((item != "False") && (item != "True"))
{
var name = TrainData.nameParameter.SingleOrDefault(parameter => parameter.Value == item).Value;
// Add series.
Series series = this.chart1.Series.Add(XMLWork.FindNameWithScada(item, Properties.Settings.Default.Languages));
// Add point.
//series.Points.Add(Convert.ToDouble(item.Value));
series.Points.Add(dictForests[item]);
}
}
foreach (var rndForest in rndForests)
{
foreach (var treeNode in rndForest.MChilds)
{
if ((treeNode != null) && (treeNode.attributeName != "False") && ((treeNode.attributeName != "True")))
{
if (!secondForests.ContainsKey(treeNode.attributeName))
{
secondForests.Add(treeNode.attributeName, 1);
}
else
{
secondForests[treeNode.attributeName]++;
}
}
}
}
secForestsSort = secondForests.Keys.ToList();
InsertionSort(secForestsSort, secondForests);
this.chart2.Series.Clear();
this.chart2.Titles.Clear();
// Set palette.
this.chart2.Palette = ChartColorPalette.SeaGreen;
// Set title.
this.chart2.Titles.Add("2nd Node");
foreach (var item in secForestsSort)
{
//TODO Russian name
var name = TrainData.nameParameter.Single(parameter => parameter.Value == item).Value;
// Add series.
Series series = this.chart2.Series.Add(XMLWork.FindNameWithScada(item, Properties.Settings.Default.Languages));
// Add point.
series.Points.Add(secondForests[item]);
}
}