ISmHighlightExceptions.Data

Syntax

Description

The Data property determines source data.

Comments

Use the ISmHighlightExceptions.ExceptionLevels and ISmHighlightExceptions.Indexes properties to get analysis results.

Example

To execute the example, add a link to the Stat system assembly.

Sub UserHighlEx;
Var
    method: SmHighlightExceptions;
    status, gender, income: Array[20] Of Double;
    Data: ISlSeries;
    i, res: Integer;
    Excep: Array Of Double;
    Ind: Array Of Integer;
    s: String;
Begin
     // Source data

    status[0] := 1; gender[0] := 1; income[0] := 1;
    status[1] := 1; gender[1] := 0; income[1] := 0;
    status[2] := 1; gender[2] := 0; income[2] := 2;
    status[3] := 0; gender[3] := 0; income[3] := 2;
    status[4] := 0; gender[4] := 0; income[4] := 0;
    status[5] := 1; gender[5] := 1; income[5] := 0;
    status[6] := 0; gender[6] := 0; income[6] := 2;
    status[7] := 1; gender[7] := 0; income[7] := 1;
    status[8] := 1; gender[8] := 0; income[8] := 0;
    status[9] := 1; gender[9] := 0; income[9] := 0;

    status[10] := 1; gender[10] := 1; income[10] := 0;
    status[11] := 0; gender[11] := 1; income[11] := 2;
    status[12] := 1; gender[12] := 0; income[12] := 2;
    status[13] := 1; gender[13] := 0; income[13] := 1;
    status[14] := 0; gender[14] := 0; income[14] := 1;
    status[15] := 0; gender[15] := 1; income[15] := 0;
    status[16] := 0; gender[16] := 0; income[16] := 0;
    status[17] := 1; gender[17] := 1; income[17] := 2;
    status[18] := 0; gender[18] := 0; income[18] := 1;
    status[19] := 0; gender[19] := 0; income[19] := 0;
     // Create a method
    method := New SmHighlightExceptions.Create;

     // Set analyzed data
    Data := method.Data;
    Data.Add.Value := status;
    Data.Add.Value := gender;
    Data.Add.Value := income;
     // Missing data treatment method
    method.MissingData.Method := MissingDataMethod.Casewise;
     // Perform calculation and output results
    res := method.Execute;
    If (res = 0) Then
        Ind := method.Indexes;
        Excep := method.ExceptionLevels;
        For i := 0 To Ind.Length - 1 Do
            If Ind[i] <> -1 Then
                s := "Observation '" + i.ToString + "' exceptional";
                Debug.WriteLine(s);

                s := "    - exceptionality level (by all attributes): ";
                Debug.WriteLine(s + Excep[i].ToString);
                s := "    - attribute with maximum exceptionality level: ";
                Debug.WriteLine(s + Ind[i].ToString);
            Else
            Debug.WriteLine("Observation '" + i.ToString + "' is not exceptional");
            End If;
        End For;
    End If;
End Sub UserHighlEx;

Result of procedure execution: exceptions are searched for in the initial data; the results are displayed to the console window.