public DAGSVM(ClassificationProblem problem)
{
this.m_problem = problem;
this.m_n = problem.CategoryCount;
this.m_k = m_n * (m_n - 1) / 2;
this.m_dag = new Node(problem, 0, m_n - 1);
}
//private bool m_isleaf;
public Node(ClassificationProblem problem, int first, int second)
{
this.m_problem = problem;
this.m_first = first;
this.m_second = second;
this.m_llm = new LinearLeraningMachine(problem);
this.m_llm.Train();
if (second > first + 1)
{
this.m_leftChild = new Node(problem, first + 1, second);
this.m_rightChild = new Node(problem, first, second - 1);
//this.m_isleaf = false;
}
else
{
//this.m_isleaf = true;
}
}