public void getReport(double alpha)
{
Forms.RunningProcess.frmRunningProcessDialog rd = new Forms.RunningProcess.frmRunningProcessDialog(false);
rd.Text = "Logistic Regression Results";
rd.TopLevel = true;
rd.pgbProcess.Visible = false;
rd.FormBorderStyle = System.Windows.Forms.FormBorderStyle.Sizable;
rd.addMessage("LogLikelihood = " + LogLikelihood.ToString());
rd.addMessage("Deviance = " + Deviance.ToString());
rd.addMessage("Likelihood Ratio Chi-squared = " + X2.ToString() + " DF = " + DegreesOfFredom.ToString() + " p-value = " + PValue.ToString());
rd.addMessage("\n\nClasses: " + String.Join(", ", Categories));
rd.addMessage("Reference Class = " + Categories[0]);
rd.addMessage("\nParameter coefficients:\n");
rd.addMessage("intercept, " + String.Join(", ", IndependentFieldNames));
rd.addMessage("Coef: " + String.Join(" ", (from double d in Coefficients select d.ToString()).ToArray()));
rd.addMessage("STE: " + String.Join(", ", (from double d in StandardError select d.ToString()).ToArray()));
rd.addMessage("\n\nWald stats for coefficients:\nchi-sq: " + String.Join(", ", (from Accord.Statistics.Testing.WaldTest d in WaldStatistic select d.Statistic.ToString()).ToArray()));
rd.addMessage("p-value: " + String.Join(", ", (from Accord.Statistics.Testing.WaldTest d in WaldStatistic select d.PValue.ToString()).ToArray()));
try
{
if (ModelHelper.chartingAvailable() && System.Windows.Forms.MessageBox.Show("Do you want to build probability graphs?", "Graphs", System.Windows.Forms.MessageBoxButtons.YesNo) == System.Windows.Forms.DialogResult.Yes)
{
createRegChart();
}
}
catch
{
System.Windows.Forms.MessageBox.Show("Cannot create charts");
}
rd.Show();
rd.enableClose();
}
public void getReport(double alpha)
{
Forms.RunningProcess.frmRunningProcessDialog rd = new Forms.RunningProcess.frmRunningProcessDialog(false);
rd.Text = "PLR Results";
rd.TopLevel = true;
rd.pgbProcess.Visible = false;
rd.FormBorderStyle = System.Windows.Forms.FormBorderStyle.Sizable;
rd.addMessage("Iterations = " + NumberOfIterationsToConverge.ToString());
rd.addMessage("Convergence = " + Delta.ToString());
rd.addMessage("LogLikelihood = " + LogLikelihood.ToString());
rd.addMessage("Deviance = " + Deviance.ToString());
rd.addMessage("Likelihood Ratio Chi-squared = " + X2.ToString() + " DF = " + DegreesOfFredom.ToString() + " p-value = " + PValue.ToString());
rd.addMessage("\n\nClasses: " + String.Join(", ", Categories));
rd.addMessage("Reference Class = " + Categories[0]);
rd.addMessage("\nParameter coefficients:\n");
rd.addMessage("intercept, " + String.Join(", ", IndependentFieldNames));
for (int i = 0; i < Coefficients.Length; i++)
{
double[] c = Coefficients[i];
rd.addMessage(String.Join(" ", (from double d in c select d.ToString()).ToArray()));
}
rd.addMessage("\nParameter standard error:");
for (int i = 0; i < StandardError.Length; i++)
{
double[] c = StandardError[i];
rd.addMessage(String.Join(", ", (from double d in c select d.ToString()).ToArray()));
}
rd.addMessage("\nParameter Wald Chi-Squared:");
for (int i = 0; i < WaldStatistic.Length; i++)
{
double[] c = WaldStatistic[i];
rd.addMessage(String.Join(", ", (from double d in c select d.ToString()).ToArray()));
}
rd.addMessage("\nParameter Wald P-value:");
for (int i = 0; i < WaldPvalue.Length; i++)
{
double[] c = WaldPvalue[i];
rd.addMessage(String.Join(", ", (from double d in c select d.ToString()).ToArray()));
}
try
{
if (ModelHelper.chartingAvailable() && System.Windows.Forms.MessageBox.Show("Do you want to build probability graphs?", "Graphs", System.Windows.Forms.MessageBoxButtons.YesNo) == System.Windows.Forms.DialogResult.Yes)
{
regChart();
//if (mlr == null) mlr = buildModel();
}
}
catch
{
System.Windows.Forms.MessageBox.Show("Cannot create charts");
}
rd.Show();
rd.enableClose();
}