private void btnStartClustering_Click(object sender, EventArgs e)
{
List <DocumentVector> vSpace = VectorSpaceModel.ProcessDocumentCollection(docCollection);
int totalIteration = 0;
List <Centroid> resultSet = DocumnetClustering.PrepareDocumentCluster(int.Parse(txtClusterNo.Text), vSpace, ref totalIteration);
string msg = string.Empty;
int count = 1;
foreach (Centroid c in resultSet)
{
msg += String.Format("------------------------------[ CLUSTER {0} ]-----------------------------{1}", count, System.Environment.NewLine);
foreach (DocumentVector document in c.GroupedDocument)
{
msg += document.Content + System.Environment.NewLine;
if (c.GroupedDocument.Count > 1)
{
msg += String.Format("{0}-------------------------------------------------------------------------------{0}", System.Environment.NewLine);
}
}
msg += "-------------------------------------------------------------------------------" + System.Environment.NewLine;
count++;
}
richTextBox1.Text = msg;
lblTotalIteration.Text = totalIteration.ToString();
}
private void btnStartClustering_Click(object sender, EventArgs e)
{
int totalIteration = 0;
DocumnetClustering.mainCentroids = DocumnetClustering.PrepareDocumentCluster(
int.Parse(txtClusterNo.Text), vSpace, ref totalIteration, ddl_sim.Text, mainCLusterNodeList, cboxDataSet.Text, maxNoDoc);
printAlll();
lblTotalIteration.Text = totalIteration.ToString();
//MessageBox.Show("Done");
}
/// <summary>
/// 開始訓練
/// </summary>
public void train()
{
List <DocumentVector> vSpace = VectorSpaceModel.ProcessDocumentCollection(docCollection);
totalIteration = 0;
resultSet = DocumnetClustering.PrepareDocumentCluster(txtClusterNum, vSpace, ref totalIteration);
Console.WriteLine("totalIteration: " + totalIteration.ToString());
}
public string GetFromCurrency(string priceToConvert)
{
var from_currency = "";
Preprocess(priceToConvert);
int totalIteration = 0;
int final_index = -1;
int collectionNumber = docCollection.DocumentList.Count - 1;
List <DocumentVector> vSpace = VectorSpaceModel.ProcessDocumentCollection(docCollection);
List <Centroid> resultSet = DocumnetClustering.PrepareDocumentCluster(collectionNumber, vSpace, ref totalIteration, ref final_index, currency);
from_currency = resultSet[final_index].GroupedDocument[0].Content.Split(',')[0];
return(from_currency);
}
private void btnStartClustering_Click(object sender, EventArgs e)
{
List <DocumentVector> vSpace = VectorSpaceModel.ProcessDocumentCollection(docCollection);
int totalIteration = 0;
List <Centroid> resultSet = DocumnetClustering.PrepareDocumentCluster(int.Parse(txtClusterNo.Text), vSpace, ref totalIteration);
string msg = string.Empty;
int count = 1;
string k = string.Empty;
string max = string.Empty;
List <string> topic = new List <string>();
foreach (Centroid c in resultSet)
{
msg += String.Format("------------------------------[ CLUSTER {0} ]-----------------------------{1}", count, System.Environment.NewLine);
k += String.Format("[ CLUSTER {0} ]", count, System.Environment.NewLine);
max = string.Empty;
foreach (DocumentVector document in c.GroupedDocument)
{
for (int i = 0; i < document.keys.Length; i++)
{
float m = document.VectorSpace[0];
if (document.VectorSpace[i] > 0.005 && document.keys[i] != ".")
{
k += document.keys[i] + ",";
}
msg += document.Content + System.Environment.NewLine;
if (c.GroupedDocument.Count > 1)
{
msg += String.Format("{0}-------------------------------------------------------------------------------{0}", System.Environment.NewLine);
}
}
msg += "-------------------------------------------------------------------------------" + System.Environment.NewLine;
k += System.Environment.NewLine;
topic.Add(max);
count++;
}
}
richTextBox2.Text = k;
richTextBox1.Text = msg;
label10.Text = totalIteration.ToString();
}
public decimal GetExchangedValue(string priceToConvert, string to_currency)
{
var from_currency = "";
decimal exchangedValue;
Preprocess(priceToConvert);
int totalIteration = 0;
int final_index = -1;
int collectionNumber = docCollection.DocumentList.Count - 1;
List <DocumentVector> vSpace = VectorSpaceModel.ProcessDocumentCollection(docCollection);
List <Centroid> resultSet = DocumnetClustering.PrepareDocumentCluster(collectionNumber, vSpace, ref totalIteration, ref final_index, currency);
from_currency = resultSet[final_index].GroupedDocument[0].Content.Split(',')[0];
WriteInCurrencyDocument(from_currency, currency);
decimal rate = GetRate(from_currency, to_currency);
exchangedValue = value * rate;
return(exchangedValue);
}