Table 5.
Dataset’s descriptions.
| Number | Dataset’s Name | Occupancy | # Subjects | # Activities | Sensor‘s Type |
|---|---|---|---|---|---|
| 1 | Vankasteren [28] | Single | 1 | 8 | E |
| 2 | Opportunity [33] | Multioccupancy | 4 | 16 | O, A |
| 3 | CASAS- Daily Life Kyoto [29] | Single | 1 | 10 | O, A |
| 4 | UCI SmartPhone [32] | Multioccupancy | 30 | 6 | A, G |
| 5 | CASAS Aruba [30] | Single | 1 | 11 | E, O |
| 6 | PAMAP2 [95] | Multioccupancy | 9 | 18 | A, G, M |
| 7 | CASAS Multiresident [31] | Multioccupancy | 2 | 8 | A, O, E |
| 8 | USC-HAD [96] | Multioccupancy | 14 | 12 | A, G |
| 9 | mHeath [34] | Multioccupancy | 10 | 12 | A, G |
| 10 | WISDM [97] | Multioccupancy | 29 | 6 | A |
| 11 | MIT PlaceLab [98] | Single | 1 | 10 | A, O, G |
| 12 | DSADS [99] | Multioccupancy | 8 | 19 | A, G, M |
| 13 | DOMUS [100] | Single | 1 | 15 | A, G, O |
| 14 | Smart Environment- Ulster University [101] | Single | 1 | 9 | A, G, M |
| 15 | UJAmI SmartLab [102] | Single | 1 | 7 | O, E |