void subTable_normalize()
{
if (normaliz_method == 1)
{
List <string> col_list = TheTool.getListJointXYZ();
TheTool_Stat.normalize_table_MinMax(this.sub_table, col_list, decimalNum);
}
}
void subTable_calJointEuclidian(int fileID, DataTable dt)
{
try
{
//=================================================
//============= Write Sub Table ==================
//build Column First
columnAdd_forJoints(dt, col_s_suffix_d);
//======================================================
//------ Variable For cal Euclidian Distance
double[] lastXYZ = { 0, 0, 0 }; double[] currentXYZ = { 0, 0, 0 };
List <double> list_D;
double dist;
//======================================================
foreach (string joint in TheTool.joint_list_upperOnly)//Column first method
{
list_D = new List <double> {
};
if (normaliz_method == 4)
{
TheMinMaxNormaliz.getMinMax(joint, ref temp_Dist_min, ref temp_Dist_max);
}
//------ Cal AvgC -----------------------------
//double avg_C = TheTool_Stat.calAvg_byCol(dt, joint + "_c", decimalNum);
//dataTable.Rows[fileID][joint + col_m_cAvg] = avg_C;
//------ Cal Joint D -----------------------------
for (int row = 0; row < dt.Rows.Count; row++)
{
//------ Cal Euclidian --------------------------------
currentXYZ = TheTool.getDouble_fromJoint(dt, row, joint);
if (row == 0)
{
dt.Rows[row][joint + col_s_suffix_d] = "0";
}
else
{
dist = TheTool_Stat.calEuclidean(currentXYZ, lastXYZ, decimalNum);
if (normaliz_method == 4)
{
dist = TheTool_Stat.calMinMaxNormalize(dist, temp_Dist_min, temp_Dist_max);
}
dt.Rows[row][joint + col_s_suffix_d] = dist;
list_D.Add(dist);
}
lastXYZ = currentXYZ;
}
//=================================================
//============= Write Main Table ==================
calMainTable(list_D, fileID, joint);
}
}
catch { }
}
//baseName = "Head"
void calMainTable(List <double> list_D, int fileID, string baseName)
{
//------ For cal Distance Z-Score
v_mean = TheTool_Stat.calMean(list_D);
v_mean = list_D.Average();
mainTable.Rows[fileID][baseName + col_suffix_dAvg] = v_mean.ToString();
//
v_variance = TheTool_Stat.calVariance(list_D, v_mean);
mainTable.Rows[fileID][baseName + col_suffix_dV] = v_variance;
//
mainTable.Rows[fileID][baseName + col_suffix_dMax] = list_D.Max().ToString();
//
v_sd = Math.Sqrt(v_variance);
v_p75 = (0.674 * v_sd) + v_mean;
mainTable.Rows[fileID][baseName + col_suffix_dP75] = v_p75.ToString();
v_p90 = (1.282 * v_sd) + v_mean;
mainTable.Rows[fileID][baseName + col_suffix_dP90] = v_p90.ToString();
}
