Table 4 Accuracy rates for sex determination through following algorithms using toe length and foot indexes
Algorithm | Sex | TP | Accuracy (%) |
|---|---|---|---|
J48 | F | 0.841 | 85.7 |
M | 0.873 | ||
Random Forest | F | 0.841 | 85 |
M | 0.859 | ||
Random Tree | F | 0.841 | 83.9 |
M | 0.838 | ||
REP Tree | F | 0.826 | 82.5 |
M | 0.824 | ||
Naïve Bayes | F | 0.906 | 87.8 |
M | 0.852 |