TABLE 5.
Confusion matrix calculated over ADL activities of UR-fall Dataset.
Obj. Classes | ST | SI | LD | BD | CR | WLK | PR | OT |
---|---|---|---|---|---|---|---|---|
ST | 95 | 2 | 1 | 0 | 0 | 0 | 1 | 1 |
SI | 1 | 94 | 1 | 0 | 0 | 2 | 1 | 1 |
LD | 0 | 1 | 95 | 2 | 0 | 0 | 1 | 1 |
BD | 0 | 2 | 2 | 93 | 2 | 0 | 1 | 0 |
CR | 1 | 1 | 0 | 1 | 94 | 1 | 1 | 1 |
WLK | 2 | 1 | 1 | 1 | 0 | 94 | 0 | 1 |
PR | 1 | 1 | 1 | 0 | 1 | 1 | 94 | 1 |
OT | 1 | 0 | 2 | 1 | 1 | 0 | 1 | 94 |
Mean Accuracy = 94% |
ST, standing; SI, sitting; LD, lying down; BD, bending; CR, crawling; WLK, walking; PR, praying; OT, others.