Analysis.LDA.MainForm.btnProject_Click C# (CSharp) Method

        private void btnProject_Click(object sender, EventArgs e)
        {
            if (lda == null)
            {
                MessageBox.Show("Please run the analysis first!");
                return;
            }

            // Save any pending changes 
            dgvProjectionSource.EndEdit();

            // Creates a matrix from the source data table
            double[][] sourceMatrix = (dgvProjectionSource.DataSource as DataTable).ToArray(out columnNames);

            // Gets only the X and Y
            double[][] data = sourceMatrix.GetColumns(0, 1);

            // Perform the transformation of the data using two components
            double[][] result = lda.Transform(data);

            // Create a new plot with the original Z column
            double[][] graph = result.InsertColumn(sourceMatrix.GetColumn(2));

            // Create output scatter plot
            outputScatterplot.DataSource = graph;

            // Create output table
            dgvProjectionResult.DataSource = new ArrayDataView(graph, columnNames);
        }