Exemplo n.º 1
0
        private void FindPSIandSHD()
        {
            int rowCount           = _trainingDataTable.Rows.Count;
            int numberofAttributes = _headerLine.Count - 2;

            indexMatrix = new GsiAndShdIndexes[rowCount][];

            for (int i = 0; i < rowCount; i++)
            {
                indexMatrix[i] = new GsiAndShdIndexes[i + 1];
            }

            int totalCounter = 0;

            Parallel.For(0, rowCount, i =>
            {
                DataRow rowA = _trainingDataTable.Rows[i];

                int k = i + 1;
                for (int j = k; j < rowCount; j++)
                {
                    DataRow rowB = _trainingDataTable.Rows[j];
                    GsiAndShdIndexes newIndex = new GsiAndShdIndexes();
                    newIndex.PsiIndex         = CalculatePSI(rowA, rowB, numberofAttributes);
                    newIndex.ShdIndex         = CalculateSHD(rowA, rowB);

                    indexMatrix[j][i] = newIndex;
                    totalCounter++;
                }
            }
                         );
        }
        private void FindPSIandSHD()
        {
            int rowCount = _trainingDataTable.Rows.Count;
            int numberofAttributes = _headerLine.Count - 2;
            indexMatrix = new GsiAndShdIndexes[rowCount][];

            for (int i = 0; i < rowCount; i++)
            {
                indexMatrix[i] = new GsiAndShdIndexes[i + 1];
            }

            int totalCounter = 0;
            Parallel.For(0, rowCount, i =>
            {
                DataRow rowA = _trainingDataTable.Rows[i];

                int k = i + 1;
                for (int j = k; j < rowCount; j++)
                {

                    DataRow rowB = _trainingDataTable.Rows[j];
                    GsiAndShdIndexes newIndex = new GsiAndShdIndexes();
                    newIndex.PsiIndex = CalculatePSI(rowA, rowB, numberofAttributes);
                    newIndex.ShdIndex = CalculateSHD(rowA, rowB);

                    indexMatrix[j][i] = newIndex;
                    totalCounter++;
                }
            }
            );
        }