static void Main(string[] args)
{
DictinaryAttribute dictinary = new DictinaryAttribute();
dictinary.BildNewDictinary(
new[]
{
@"C:\001\002\bad3.txt",
@"C:\001\002\good3.txt"
},
new[]
{
ClassTypeValue.Negative,
ClassTypeValue.Positive,
}
);
// dictinary.LoadDictinaryFrom(@"C:\001\002\");
// dictinary.SaveAllTo(@"C:\001\002", true);
SVM svm = new SVM();
svm.LoadVectorsFromAttribures(dictinary);
svm.DoWork();
Console.WriteLine("Press any key...");
Console.ReadKey();
}
/// <summary>
/// Создает обучающие вектора из библиотеки
/// </summary>
/// <param name="dictinary">Библиотека</param>
public void LoadVectorsFromAttribures(DictinaryAttribute dictinary)
{
List <Attribute>[] arrowOFAttrList = dictinary.AttributesListArrow;
List <ClassTypeValue> textType = dictinary.TextTypeList;
int cntText = dictinary.TextTypeList.Count; // сумарное количество текстов
int sumLeightOfVectors = 0; // сумарное количество всех признаков
foreach (List <Attribute> attributesList in arrowOFAttrList)
{
sumLeightOfVectors += attributesList.Count;
foreach (Attribute att in attributesList)
{
att.setLeightIsInText(cntText);
}
}
for (int i = 0; VectorList.Count != cntText; i++)
{
VectorList.Add(new Node[sumLeightOfVectors]);
TypeElementVectorList.Add((double)textType[i]);
}
int tmpCnt = 0;
foreach (List <Attribute> attributeList in arrowOFAttrList)
{
for (int attrIndex = 0; attrIndex < attributeList.Count; attrIndex++)
{
for (int textIndex = 0; textIndex < cntText; textIndex++)
{
int typeOfText = (int)textType[textIndex];
Node node = new Node();
node.Index = attrIndex + tmpCnt + 1;
if (attributeList[attrIndex].isInText[textIndex])
{
node.Value = attributeList[attrIndex].weight[typeOfText];
}
else
{
node.Value = 0;
}
VectorList[textIndex][attrIndex + tmpCnt] = node;
}
}
tmpCnt += attributeList.Count;
}
return;
}
