public FeatureCorrelationView()
: base()
{
InitializeComponent();
CorrelationCalculator = new FeatureCorrelationCalculator();
correlationCache = new FeatureCorrelationCache();
}
protected override void Content_CorrelationCalculationFinished(object sender, FeatureCorrelationCalculator.CorrelationCalculationFinishedArgs e) {
if (InvokeRequired) {
Invoke(new FeatureCorrelationCalculator.CorrelationCalculationFinishedHandler(Content_CorrelationCalculationFinished), sender, e);
return;
}
correlationCache.SetCorrelation(e.Calculcator, e.Partition, e.Correlation);
var correlation = new DoubleMatrix(e.Correlation, Content.Dataset.DoubleVariables, Content.Dataset.DoubleVariables);
UpdateDataView(correlation);
}
protected AbstractFeatureCorrelationView() {
InitializeComponent();
dataView.FormatPattern = "0.000";
fcc = new FeatureCorrelationCalculator();
var calculators = ApplicationManager.Manager.GetInstances<IDependencyCalculator>();
var calcList = calculators.OrderBy(c => c.Name).Select(c => new { Name = c.Name, Calculator = c }).ToList();
correlationCalcComboBox.ValueMember = "Calculator";
correlationCalcComboBox.DisplayMember = "Name";
correlationCalcComboBox.DataSource = calcList;
correlationCalcComboBox.SelectedItem = calcList.First(c => c.Calculator.GetType().Equals(typeof(PearsonsRDependenceCalculator)));
partitionComboBox.DataSource = Partitions;
partitionComboBox.SelectedItem = TRAININGSAMPLES;
progressPanel.Visible = false;
}
protected AbstractFeatureCorrelationView()
{
InitializeComponent();
dataView.FormatPattern = "0.000";
fcc = new FeatureCorrelationCalculator();
var calculators = ApplicationManager.Manager.GetInstances <IDependencyCalculator>();
var calcList = calculators.OrderBy(c => c.Name).Select(c => new { Name = c.Name, Calculator = c }).ToList();
correlationCalcComboBox.ValueMember = "Calculator";
correlationCalcComboBox.DisplayMember = "Name";
correlationCalcComboBox.DataSource = calcList;
correlationCalcComboBox.SelectedItem = calcList.First(c => c.Calculator.GetType().Equals(typeof(PearsonsRDependenceCalculator)));
partitionComboBox.DataSource = Partitions;
partitionComboBox.SelectedItem = TRAININGSAMPLES;
progressPanel.Visible = false;
}
protected override void Content_CorrelationCalculationFinished(object sender, FeatureCorrelationCalculator.CorrelationCalculationFinishedArgs e) {
if (InvokeRequired) {
Invoke(new FeatureCorrelationCalculator.CorrelationCalculationFinishedHandler(Content_CorrelationCalculationFinished), sender, e);
} else {
correlationTimeframCache.SetTimeframeCorrelation(e.Calculcator, e.Partition, e.Variable, e.Correlation);
var columnNames = Enumerable.Range(0, e.Correlation.GetLength(1)).Select(x => x.ToString());
var correlation = new DoubleMatrix(e.Correlation, columnNames, Content.Dataset.DoubleVariables);
UpdateDataView(correlation);
}
}
protected abstract void Content_CorrelationCalculationFinished(object sender, FeatureCorrelationCalculator.CorrelationCalculationFinishedArgs e);
public FeatureCorrelationView()
: base() {
InitializeComponent();
CorrelationCalculator = new FeatureCorrelationCalculator();
correlationCache = new FeatureCorrelationCache();
}