Table 6 Results for age prediction
From: Predicting customer’s gender and age depending on mobile phone data
Algorithm | Accuracy | Mean F1 | Classification time (s) |
|---|---|---|---|
XGBoost | 0.655 | 0.6512 | 0.4596 |
Random forest | 0.6428 | 0.6380 | 0.4920 |
GBM | 0.626 | 0.6196 | 1.2764 |
Bagged CART | 0.6331 | 0.6301 | 1.5232 |