/// <summary>
/// Gets the information the user wishes to analyse and prepares it for the network to analyse
/// </summary>
/// <param name="file">the file the user wishes to analyse</param>
public void GetAnalysedText(FileObj file)
{
FileReadWrite frw = new FileReadWrite();
CategoryObj analysingText = new CategoryObj(frw.GetStopWords(), frw.GetSuffixes());
analysingText.Name = file.FileName;
analysingText.AddText(file.FileContent);
_analysingText = analysingText;
}
/// <summary>
/// Trains the network
/// </summary>
public void Train()
{
FileReadWrite frw = new FileReadWrite();
//get the training files
FileObj[] files = frw.GetTrainingData();
List <CategoryObj> categories = new List <CategoryObj>();
bool exists = false;
//classifies the categories using the files
foreach (FileObj f in files)
{
string category = ""; //name of the new category
//creates the category name
foreach (char c in f.FileName)
{
if (c != '0' && c != '1' && c != '2' && c != '3' && c != '4' && c != '5' && c != '6' && c != '7' && c != '8' && c != '9' && c != '.')
{
category += c;
}
else
{
break;
}
}
exists = false;
//checks if information can be added to an existing category
foreach (CategoryObj cat in categories)
{
if (cat.Name == category)
{
exists = true;
cat.AddText(f.FileContent);
}
}
//makes a new category if the category doesn't already exist
if (!exists)
{
CategoryObj newCategory = new CategoryObj(frw.GetStopWords(), frw.GetSuffixes());
newCategory.Name = category;
newCategory.AddText(f.FileContent);
categories.Add(newCategory);
}
}
//adds the list of categorys tot he known information
_knownInformation = categories;
}