protected void Application_Start()
{
AreaRegistration.RegisterAllAreas();
RegisterGlobalFilters(GlobalFilters.Filters);
RegisterRoutes(RouteTable.Routes);
var tc = TextClassificator.LearnedInstance;
/*if (TextClassifierLib.TextClassificator.Instance == null && !Directory.Exists(trainigFolder))
* {
* TextClassifierLib.TextClassificator.Instance = TextClassifierLib.TextClassificator.CreateLearnedInstance();
* TextClassifierLib.TextClassificator.Instance.ExportToFolder(trainigFolder,false);
* }
* else
* if (Directory.Exists(trainigFolder))
* {
* TextClassifierLib.TextClassificator.Instance = new TextClassifierLib.TextClassificator();
* TextClassifierLib.TextClassificator.Instance.Import(Directory.GetFiles(trainigFolder));
* }*/
/*
* TextClassificator.CreateLearnedInstance("extra-intra");
* TextClassificator.CreateLearnedInstance("logic-etic");
* TextClassificator.CreateLearnedInstance("racional-irracional");
* TextClassificator.CreateLearnedInstance("sensor-intuit");
*/
TextClassificator.GetLoadInstance("_ri");
TextClassificator.GetLoadInstance("_le");
TextClassificator.GetLoadInstance("_ei");
TextClassificator.GetLoadInstance("_si");
}
private Dictionary <string, string> _groups; //caption, имя группы
#endregion
#region Конструктор + обработчики
public FormMain()
{
InitializeComponent();
//_tc = TextClassificator.CreateLearnedInstance();
System.Threading.Thread.CurrentThread.CurrentCulture = new CultureInfo("ru-RU");
_tc = TextClassificator.LearnedInstance;
TextClassificator.GetLoadInstance("_ri");
TextClassificator.GetLoadInstance("_le");
TextClassificator.GetLoadInstance("_ei");
TextClassificator.GetLoadInstance("_si");
}
/// <summary>получение списка групп со всеми текстами группы в виде одной строки
/// !!!!_wordsWeigthInGroups должен быть заполнен!!!!
/// </summary>
/// <returns></returns>
private Dictionary <string, string> GetGroups()
{
var answer = new Dictionary <string, string>();
foreach (var row in dataGridViewGroups.Rows.Cast <DataGridViewRow>().Where(row => !row.IsNewRow))
{
var texts = TextClassificator.LoadGroup((string)row.Cells["ColumnGroupFilePath"].Value);
if (texts == null)
{
throw new FileNotFoundException(string.Format("В строке {0} грида с группами не найден файл"));
}
answer.Add((string)row.Cells["ColumnGroupName"].Value, texts);
}
return(answer);
}
static void Main(string[] args)
{
TextClassificator tc = new TextClassificator();
tc.AddVocabulary("Colombia", keyWordsC);
tc.AddVocabulary("Venezuela", keyWordsV);
List <KeyValuePair <string, double> > score1 = tc.ComputeAll(text1);
Console.WriteLine("Topic of text1 is " + score1[0].Key + " with score " + score1[0].Value);
List <KeyValuePair <string, double> > score2 = tc.ComputeAll(text2);
Console.WriteLine("Topic of text2 is " + score2[0].Key + " with score " + score2[0].Value);
Console.Read();
}