Table 1 Label formation example for the multi-label classification of building, floor, and location with two multi-story buildings
Building | Floor | Location | Sequential coding | One-hot coding |
|---|---|---|---|---|
A | 1st | Lecture Theater A | 0,0,0 | 01|0001|0001 |
| Â | Â | Lecture Theater B | 0,0,1 | 01|0001|0010 |
| Â | 2nd | Lab 1 | 0,1,0 | 01|0010|0001 |
| Â | Â | Lab 2 | 0,1,1 | 01|0010|0010 |
| Â | 3rd | A301 | 0,2,0 | 01|0100|0001 |
| Â | Â | A302 | 0,2,1 | 01|0100|0010 |
| Â | Â | A303 | 0,2,2 | 01|0100|0100 |
B | 1st | Common Room | 1,0,0 | 10|0001|0001 |
| Â | Â | Printing Room | 1,0,1 | 10|0001|0010 |
| Â | 2nd | Conference Room 1 | 1,1,0 | 10|0010|0001 |
| Â | Â | Conference Room 2 | 1,1,1 | 10|0010|0010 |
| Â | 3rd | B301 | 1,2,0 | 10|0100|0001 |
| Â | Â | B302 | 1,2,1 | 10|0100|0010 |
| Â | Â | B303 | 1,2,2 | 10|0100|0100 |
| Â | Â | B304 | 1,2,3 | 10|0100|1000 |
| Â | 4th | Gym | 1,3,0 | 10|1000|0001 |