public bool MatrixCal(List <string> testset, List <string> trainset, int order)
{
if (testset.Count > 0)
{
FreeContainer.FreeTable(HMatrix);
SpecAngel sa = new SpecAngel();
WaveShape ws = new WaveShape();
InputData id = new InputData();
for (int i = 0; i < trainset.Count + 1; i++)
{
if (i == 0)
{
DataColumn dc = new DataColumn(" ");
HMatrix.Columns.Add(dc);
}
else
{
DataColumn dc = new DataColumn(trainset[i - 1]);
HMatrix.Columns.Add(dc);
}
}
for (int i = 0; i < testset.Count; i++)
{
DataRow dr = HMatrix.NewRow();
dr[0] = testset[i];
DataTable dt1 = id.InputCSV(Config.uksoilfolder + @"\" + testset[i] + ".csv");
for (int j = 0; j < trainset.Count; j++)
{
AuxiliaryFunc.percent = Convert.ToInt32((i + 1) * (j + 1) / testset.Count / trainset.Count * 95);
DataTable dt2 = id.InputCSV(Config.soilfolder + @"\" + trainset[i] + ".csv");
switch (order)
{
case 0: dr[j + 1] = sa.SAcal(dt1, dt2).ToString(); break;
case 1: dr[j + 1] = ws.WaveCal(dt1, dt2).ToString(); break;
default: break;
}
}
AuxiliaryFunc.percent += Convert.ToDouble(i) / Convert.ToDouble(testset.Count) * 90;
HMatrix.Rows.Add(dr);
}
return(true);
}
else
{
MessageBox.Show("测试集为空！");
return(false);
}
}
/// <summary>
/// 计算非特征值距离矩阵
/// </summary>
/// <param name="testset">测试集剖面</param>
/// <param name="trainset">训练集剖面</param>
/// <param name="order"></param>
/// <returns></returns>
public bool NormalMatrix(List <string> testset, List <string> trainset, int order)
{
FreeContainer.FreeTable(Matrix);
SpecAngel sa = new SpecAngel();
WaveShape ws = new WaveShape();
InputData id = new InputData();
for (int i = 0; i < trainset.Count + 1; i++)
{
if (i == 0)
{
DataColumn dc = new DataColumn();
Matrix.Columns.Add(dc);
}
else
{
DataColumn dc = new DataColumn(trainset[i - 1]);
Matrix.Columns.Add(dc);
}
}
for (int i = 0; i < testset.Count; i++)
{
DataRow dr = Matrix.NewRow();
dr[0] = testset[i];
DataTable dt1 = id.InputCSV(Config.uksoilfolder + "\\" + testset[i].Substring(1, testset[i].Length - 2) + ".csv");
for (int j = 0; j < trainset.Count; j++)
{
DataTable dt2 = id.InputCSV(Config.soilfolder + "\\" + trainset[j].Substring(1, trainset[j].Length - 2) + ".csv");
if (dt1.Rows.Count > 0 && dt2.Rows.Count > 0)//防止剖面缺失
{
switch (order)
{
case 0: dr[j + 1] = sa.SAcal(dt1, dt2).ToString(); break;
case 1: dr[j + 1] = ws.WaveCal(dt1, dt2).ToString(); break;
default: break;
}
}
else
{
dr[j + 1] = 9999.ToString();//9999表示剖面缺失
}
}
Matrix.Rows.Add(dr);
}
return(true);
}