The variables (shown in Table 1 ) were arranged in matrices to allow for discriminant analysis, a method of multivariate analysis that can determine the group related to variables [34] . Each group has three columns and l, m, or n rows, depending on the numbers of variable sets. Here, the matrix for group 1 is defined as: