Table 10 Top-5 CPS features for demographic prediction
Age | Education | Income | Parent | User type | |||||
|---|---|---|---|---|---|---|---|---|---|
Feature | Acc. | Feature | Acc. | Feature | Acc. | Feature | Acc. | Feature | Acc. |
(S)withKids | 47.35 | (C)Work-Browsing | 49.04 | (P)Duration | 35.17 | (S)withKids | 84.76 | (P)Frequency | 44.75 |
(C)Online Time | 47.00 | - | - | (C)Work-Browsing | 34.69 | (P)Children | 81.58 | (P)Duration | 40.25 |
(P)Frequency | 45.91 | - | - | (C)Travel-Browsing | 34.49 | (C)Online Time | 77.14 | (P)Fashion | 39.30 |
(P)Jewellery | 45.74 | - | - | (C)Communication | 34.28 | (C)Society-Search | 76.82 | (P)Monday | 38.99 |
(C)Hobbies-search | 45.51 | - | - | (C)Shopping | 34.08 | (P)Frequency | 76.19 | (P)Tuesday | 38.99 |