private void ApplyButton_Click(object sender, EventArgs e)
{
String output;
if (Iterative_rb.Checked)
{
/*F1_meassure f1_meassure = new F1_meassure(ClusterInfo, ClassInfo);
* output = "F1-мера: " + f1_meassure.F1() + "\r\n";
* Rand_Jaccard_FM rand_jaccard_fm = new Rand_Jaccard_FM(ClusterInfo, ClassInfo);
* output += "Индекс Rand: " + rand_jaccard_fm.Rand_index() + "\r\n";
* output += "Индекс Jaccard: " + rand_jaccard_fm.Jaccard_index() + "\r\n";
* output += "Индекс FM: " + rand_jaccard_fm.FM_index() + "\r\n";*/
AdjustedMutualInformation mutual_information = new AdjustedMutualInformation(ClassInfo, ClusterInfo);
output = "Взаимная информация: " + mutual_information.Compute() + "\r\n";
}
else if (Density_rb.Checked)
{
Density_F1_meassure f1_meassure = new Density_F1_meassure(ClusterInfo, ClassInfo);
output = "F1-мера: " + f1_meassure.F1() + "\r\n";
Density_Rand_Jaccard_FM rand_jaccard_fm = new Density_Rand_Jaccard_FM(ClusterInfo, ClassInfo);
output += "Индекс Rand: " + rand_jaccard_fm.Rand_index() + "\r\n";
output += "Индекс Jaccard: " + rand_jaccard_fm.Jaccard_index() + "\r\n";
output += "Индекс FM: " + rand_jaccard_fm.FM_index() + "\r\n";
}
else if (Hierarchical_rb.Checked)
{
Hierarchical_F1_meassure f1_meassure = new Hierarchical_F1_meassure(dendrogram, ClassInfo);
output = "F1-мера: " + f1_meassure.F1() + "\r\n";
Hierarchical_Rand_Jaccard_FM rand_jaccard_fm = new Hierarchical_Rand_Jaccard_FM(dendrogram, ClassInfo);
output += "Индекс Rand: " + rand_jaccard_fm.Rand_index() + "\r\n";
output += "Индекс Jaccard: " + rand_jaccard_fm.Jaccard_index() + "\r\n";
output += "Индекс FM: " + rand_jaccard_fm.FM_index() + "\r\n";
HierarchicalAdjustedMutualInformation mutual_information = new HierarchicalAdjustedMutualInformation(dendrogram, ClassInfo);
output += "Взаимная информация: " + mutual_information.Compute() + "\r\n";
}
else
{
bool OnlyF1Measuure = false;
if (ClusterInfo == null)
{
CreateClusterInfoFromDendrogram();
OnlyF1Measuure = true;
}
Fuzzy_F1_meassure f1_meassure = new Fuzzy_F1_meassure(ClusterInfo, ClassInfo);
output = "F1-мера: " + f1_meassure.F1() + "\r\n";
if (!OnlyF1Measuure)
{
Fuzzy_Rand_Jaccard_FM rand_jaccard_fm = new Fuzzy_Rand_Jaccard_FM(ClusterInfo, ClassInfo);
output += "Индекс Rand: " + rand_jaccard_fm.Rand_index() + "\r\n";
output += "Индекс Jaccard: " + rand_jaccard_fm.Jaccard_index() + "\r\n";
output += "Индекс FM: " + rand_jaccard_fm.FM_index() + "\r\n";
}
}
MessageBox.Show(output);
}
private void QualityGradeButton_Click(object sender, EventArgs e)
{
String output;
if (isHierarchicalClustering)
{
ArrayList ClassInfo = CreateClassInfo();
Hierarchical_F1_meassure f1_meassure = new Hierarchical_F1_meassure(dendrogram, ClassInfo);
output = "F1-мера: " + f1_meassure.F1() + "\r\n";
Hierarchical_Rand_Jaccard_FM rand_jaccard_fm = new Hierarchical_Rand_Jaccard_FM(dendrogram, ClassInfo);
output += "Индекс Rand: " + rand_jaccard_fm.Rand_index() + "\r\n";
output += "Индекс Jaccard: " + rand_jaccard_fm.Jaccard_index() + "\r\n";
output += "Индекс FM: " + rand_jaccard_fm.FM_index() + "\r\n";
HierarchicalAdjustedMutualInformation mutual_information = new HierarchicalAdjustedMutualInformation(dendrogram, ClassInfo);
output += "Взаимная информация: " + mutual_information.Compute() + "\r\n";
}
else if (isFuzzyClustering)
{
ArrayList ClusterInfo = CreateClassInfo();
ArrayList ClassInfo = CreateClassInfo();
Fuzzy_F1_meassure f1_meassure = new Fuzzy_F1_meassure(ClusterInfo, ClassInfo);
output = "F1-мера: " + f1_meassure.F1() + "\r\n";
Fuzzy_Rand_Jaccard_FM rand_jaccard_fm = new Fuzzy_Rand_Jaccard_FM(ClusterInfo, ClassInfo);
output += "Индекс Rand: " + rand_jaccard_fm.Rand_index() + "\r\n";
output += "Индекс Jaccard: " + rand_jaccard_fm.Jaccard_index() + "\r\n";
output += "Индекс FM: " + rand_jaccard_fm.FM_index() + "\r\n";
FuzzyAdjustedMutualInformation mutual_information = new FuzzyAdjustedMutualInformation(ClusterInfo, ClassInfo);
output += "Взаимная информация: " + mutual_information.Compute() + "\r\n";
}
else
{
ArrayList ClusterInfo = CreateClusterInfo();
ArrayList ClassInfo = CreateClassInfo();
Density_F1_meassure f1_meassure = new Density_F1_meassure(ClusterInfo, ClassInfo);
output = "F1-мера: " + f1_meassure.F1() + "\r\n";
Density_Rand_Jaccard_FM rand_jaccard_fm = new Density_Rand_Jaccard_FM(ClusterInfo, ClassInfo);
output += "Индекс Rand: " + rand_jaccard_fm.Rand_index() + "\r\n";
output += "Индекс Jaccard: " + rand_jaccard_fm.Jaccard_index() + "\r\n";
output += "Индекс FM: " + rand_jaccard_fm.FM_index() + "\r\n";
AdjustedMutualInformation mutual_information = new AdjustedMutualInformation(ClusterInfo, ClassInfo);
output += "Взаимная информация: " + mutual_information.Compute() + "\r\n";
}
MessageBox.Show(output);
}