Table 2 Recognition results of AHARDP-DLSO technique under 70%TRASE and 30%TESSE.
Class | \(\:\varvec{A}\varvec{c}\varvec{c}{\varvec{u}}_{\varvec{y}}\) | \(\:\varvec{P}\varvec{r}\varvec{e}{\varvec{c}}_{\varvec{n}}\) | \(\:\varvec{R}\varvec{e}\varvec{c}{\varvec{a}}_{\varvec{l}}\) | \(\:{\varvec{F}}_{\varvec{S}\varvec{c}\varvec{o}\varvec{r}\varvec{e}}\) | MCC | Kappa |
|---|---|---|---|---|---|---|
TRASE (70%) | Â | |||||
Walking | 93.52 | 80.95 | 79.93 | 80.44 | 76.56 | 76.61 |
Jogging | 95.24 | 83.66 | 88.65 | 86.08 | 83.26 | 83.32 |
Upstairs | 96.11 | 87.78 | 88.98 | 88.38 | 86.05 | 86.11 |
Downstairs | 95.79 | 87.30 | 87.50 | 87.40 | 84.87 | 84.92 |
Sitting | 95.52 | 91.16 | 81.39 | 86.00 | 83.53 | 83.58 |
Standing | 96.67 | 88.18 | 92.24 | 90.16 | 88.19 | 88.26 |
Average | 95.48 | 86.50 | 86.45 | 86.41 | 83.74 | 83.80 |
TESSE (30%) | Â | |||||
Walking | 94.18 | 83.00 | 81.89 | 82.44 | 78.95 | 79.02 |
Jogging | 95.56 | 85.73 | 88.23 | 86.96 | 84.30 | 84.37 |
Upstairs | 96.24 | 87.89 | 90.09 | 88.98 | 86.72 | 86.80 |
Downstairs | 95.93 | 87.82 | 87.70 | 87.76 | 85.32 | 85.38 |
Sitting | 95.96 | 91.73 | 82.39 | 86.81 | 84.60 | 84.66 |
Standing | 97.02 | 88.94 | 94.09 | 91.44 | 89.69 | 89.76 |
Average | 95.81 | 87.52 | 87.40 | 87.40 | 84.93 | 85.00 |
