Table 4 Univariate and multivariate discriminant analysis classification results
Variables | Unstandardized Coefficient | Fisher’s Linear Discriminant Function | Group Centroids | Classification Results (tenfold Cross-Validated) | |||||
|---|---|---|---|---|---|---|---|---|---|
Male | Female | Male | Female | Male (%) | Female (%) | Overall (%) | F1 score (%) | ||
Univariate Analysis | |||||||||
RFH | 1.945 | 18.195 | 14.041 | 1.036 | -1.100 | 82.6 | 84.6 | 83.6 | 83.8 |
Constant | -8.317 | -44.405 | -26.772 | ||||||
RFL | 0.924 | 21.852 | 19.636 | 1.163 | -1.234 | 85.5 | 89.2 | 87.3 | 87.4 |
Constant | -22.476 | -280.067 | -226.336 | ||||||
RFB | 2.274 | 46.795 | 40.851 | 1.268 | -1.346 | 91.3 | 87.7 | 89.6 | 90.0 |
Constant | -19.309 | -212.362 | -162.053 | ||||||
LFH | 1.804 | 15.854 | 12.152 | 0.996 | -1.057 | 78.3 | 87.7 | 82.8 | 82.4 |
Constant | -7.795 | -39.299 | -23.424 | ||||||
LFL | 0.918 | 21.533 | 19.289 | 1.186 | -1.259 | 84.1 | 86.2 | 85.1 | 85.3 |
Constant | -22.272 | -275.788 | -221.496 | ||||||
LFB | 2.212 | 44.353 | 38.730 | 1.233 | -1.309 | 89.9 | 81.5 | 85.8 | 86.7 |
Constant | -18.822 | -201.764 | -154.065 | ||||||
Multivariate Analysis | |||||||||
RFH | 0.987 | 8.383 | 5.116 | 1.606 | -1.705 | 91.3 | 96.9 | 94.0 | 94.0 |
RFL | 0.294 | 15.522 | 14.549 | ||||||
RFB | 1.276 | 25.555 | 21.329 | ||||||
Constant | -22.196 | -334.898 | -261.616 | ||||||
LFH | 0.891 | 7.792 | 4.894 | 1.578 | -1.675 | 92.8 | 96.9 | 94.8 | 94.8 |
LFL | 0.355 | 15.733 | 14.578 | ||||||
LFB | 1.126 | 22.678 | 19.017 | ||||||
Constant | -22.042 | -323.495 | -252.012 | ||||||