public static void RecursivFunc(string[][] mas, Tree tree, int count)
{
//choosing best brunch
List<double> ginilist = new List<double>();
double[] ginigini = null;
for (int i = 0; i < count; i++)
{
ginigini = CalcGini(i, mas, count);
ginilist.Add(ginigini[ginigini.Length - 1]);
}
int index = ginilist.IndexOf(ginilist.Min());
double[] ginimasiv = CalcGini(index, mas, count);
//Adding to the tree
List<string> children = new List<string>();
for (int i = 1; i < mas.Length; i++)
{
if (!children.Contains(mas[i][index]))
children.Add(mas[i][index]);
}
tree.Add(mas[0][index], children);
//if one child is perfect add it's result to the tree
//else make recursion
for (int i = 0; i < ginimasiv.Length - 1; i++)
{
if (ginimasiv[i] == 0)
{
//you may know yes or no value
string yesno = null;
for (int j = 1; j < mas.Length; j++)
if (mas[j][index] == children[i])
{
yesno = mas[j][count];
break;
}
tree.Add(yesno, null);
}
else
{
//need to cut your masiv
int lich = 0;
for (int j = 1; j < mas.Length; j++)
if (mas[j][index] == children[i]) lich++;
string[][] newmas = new string[lich + 1][];
newmas[0] = mas[0];
int ii = 1;
for (int j = 1; j < mas.Length; j++)
{
if (mas[j][index] == children[i])
newmas[ii++] = mas[j];
}
RecursivFunc(newmas, tree, count);
}
}
}
static void Main(string[] args)
{
StreamReader streamReader = new StreamReader(@"E:\data.txt");
{
string readToEnd = streamReader.ReadToEnd();
string[] readStrings = readToEnd.Split('*');
int count = readStrings[0].Count(a => a == ',');
string[][] mass = new string[readStrings.Length][];
for (int i = 0; i < readStrings.Length; i++)
mass[i] = readStrings[i].Split(',');
Tree tree = new Tree();
RecursivFunc(mass, tree, count);
tree.Show();
}
Console.ReadKey();
}