Method | Age | Acc | Prec | Recall | F1 |
---|---|---|---|---|---|
k-means | Under 50 | 0.512753 | 0.512799 | 0.999424 | 0.677815 |
Over 50 | 0.540683 | 0.540742 | 0.999333 | 0.701759 | |
Logistic regression | Under 50 | 0.513727 | 0.512773 | 0.998169 | 0.677501 |
Over 50 | 0.540853 | 0.540859 | 0.999917 | 0.702002 | |
Random forest | Under 50 | 0.681927 | 0.675664 | 0.727825 | 0.700766 |
Over 50 | 0.655528 | 0.657664 | 0.757349 | 0.703986 | |
SVM | Under 50 | 0.511716 | 0.511716 | 1.000000 | 0.676999 |
Over 50 | 0.540859 | 0.540859 | 1.000000 | 0.702022 |