Table 2. Final results for gender, and age detection, F1: F1 Score, Note that the results of only the best performing version of the model for gender, and age detection are reported.
N = 400 | TP | TN | FP | FN | Precision | Recall | Accuracy | F1 | Average AUC |
---|---|---|---|---|---|---|---|---|---|
Age 1−10 | 91 | 289 | 11 | 9 | 0.89 | 0.91 | 0.95 | 0.90 | 0.99 |
Age 11−20 | 81 | 270 | 30 | 19 | 0.72 | 0.81 | 0.87 | 0.76 | 0.94 |
Age 21−30 | 62 | 290 | 10 | 38 | 0.86 | 0.62 | 0.88 | 0.72 | 0.89 |
Age 31−120 | 92 | 277 | 23 | 8 | 0.80 | 0.92 | 0.92 | 0.85 | 0.94 |
Male | 98 | 47 | 3 | 2 | 0.97 | 0.98 | 0.96 | 0.97 | 0.99 |
Female | 95 | 46 | 4 | 5 | 0.95 | 0.95 | 0.94 | 0.95 | 0.99 |