public void Classify()
{
Dictionary <Product, ProductClass> setClass = new Dictionary <Product, ProductClass>();
ProductClassRepository productClassRepository = new ProductClassRepository();
ProductRepository productRepository = new ProductRepository();
List <ProductClass> productClasses = productClassRepository.GetAllProductClasses();
List <Product> products = productRepository.GetAllProducts();
foreach (var product in products)
{
float similarity = 0.0F;
Dictionary <ProductClass, float> res = new Dictionary <ProductClass, float>();
foreach (var cl in productClasses)
{
string tagStr = "";
foreach (var tag in cl.ClassTags)
{
tagStr += tag.Tag.TagName + " ";
}
MatchsMaker match = new MatchsMaker(ReplaceBadStrings(product.Name), tagStr);
res.Add(cl, match.Score);
//if (similarity < match.Score)
//{
// similarity = match.Score;
// if (setClass.ContainsKey(product))
// {
// setClass.Remove(product);
// }
// setClass.Add(product, cl);
// string output = "Product: " + product.Name + " is " + cl.Name + "(" + tagStr + ") with " + similarity * 100.0 + "% confidence.";
// Console.WriteLine(output);
// if (!File.Exists(filePath))
// {
// File.WriteAllText(filePath, output + Environment.NewLine);
// }
// else
// {
// File.AppendAllText(filePath, output + Environment.NewLine);
// }
//}
}
var result = res.ToList();
result.Sort((pair1, pair2) => pair2.Value.CompareTo(pair1.Value));
Console.WriteLine("Лучшие 3 совпадения для " + product.Name + ":");
if (!File.Exists(filePath))
{
File.WriteAllText(filePath, "Лучшие 3 совпадения для " + product.Name + ":" + Environment.NewLine);
}
else
{
File.AppendAllText(filePath, "Лучшие 3 совпадения для " + product.Name + ":" + Environment.NewLine);
}
for (int i = 0; i < 3; i++)
{
string output = "Product: " + product.Name + " is " + result.ElementAt(i).Key.Name + " with " + result.ElementAt(i).Value * 100.0 + "% confidence.";
Console.WriteLine(output);
File.AppendAllText(filePath, output + Environment.NewLine);
}
}
}
public void ClassifyV3()
{
Dictionary <Product, ProductClass> setClass = new Dictionary <Product, ProductClass>();
ProductClassRepository productClassRepository = new ProductClassRepository();
ProductRepository productRepository = new ProductRepository();
List <ProductClass> productClasses = productClassRepository.GetAllProductClasses();
List <Product> products = productRepository.GetAllProducts();
foreach (var product in products)
{
float similarity = 0.0F;
Dictionary <ProductClass, float> res = new Dictionary <ProductClass, float>();
foreach (var cl in productClasses)
{
MatchsMaker match = new MatchsMaker(ReplaceBadStrings(product.Name), ReplaceBadStrings(cl.Name));
res.Add(cl, match.Score);
}
var result = res.ToList();
result.Sort((pair1, pair2) => pair2.Value.CompareTo(pair1.Value));
Console.WriteLine("Лучшие 3 совпадения для " + product.Name + ":");
if (!File.Exists(filePath))
{
File.WriteAllText(filePath, "Лучшие 3 совпадения для " + product.Name + ":" + Environment.NewLine);
}
else
{
File.AppendAllText(filePath, "Лучшие 3 совпадения для " + product.Name + ":" + Environment.NewLine);
}
for (int i = 0; i < 3; i++)
{
string output = "Product: " + product.Name + " is " + result.ElementAt(i).Key.Name + " with " + result.ElementAt(i).Value * 100.0 + "% confidence.";
Console.WriteLine(output);
File.AppendAllText(filePath, output + Environment.NewLine);
}
}
}