Table 2 Indoor activity detection of MOEM-SMIADP model on HAR dataset.
Classes | Accuy | Precn | Recal | \(F{1}_{score}\) | \({G}_{Measure}\) |
|---|---|---|---|---|---|
TRPH (70%) | |||||
 Walking | 98.85 | 95.62 | 97.76 | 96.68 | 96.68 |
 Upstairs | 98.73 | 95.74 | 95.74 | 95.74 | 95.74 |
 Downstais | 98.50 | 95.20 | 93.60 | 94.39 | 94.39 |
 Sitting | 98.76 | 96.50 | 96.01 | 96.26 | 96.26 |
 Standing | 98.61 | 96.20 | 96.62 | 96.41 | 96.41 |
 Laying down | 98.20 | 95.55 | 94.75 | 95.15 | 95.15 |
 Average | 98.61 | 95.80 | 95.75 | 95.77 | 95.77 |
TSPH (30%) | |||||
 Walking | 98.71 | 95.77 | 96.36 | 96.06 | 96.07 |
 Upstairs | 98.75 | 95.31 | 96.17 | 95.74 | 95.74 |
 Downstais | 98.51 | 95.68 | 94.18 | 94.93 | 94.93 |
 Sitting | 98.94 | 97.48 | 96.36 | 96.92 | 96.92 |
 Standing | 98.51 | 94.74 | 97.03 | 95.87 | 95.87 |
 Laying down | 97.66 | 94.46 | 93.33 | 93.90 | 93.90 |
 Average | 98.51 | 95.58 | 95.57 | 95.57 | 95.57 |
