Research Article
RETRACTED: User Identity Recognition Based on Wireless Sensor Network and Internet Finance Development
Table 6
User identification results of ShakeLogin and HHAR datasets.
| ShakeLogin (17 users, shake the phone arbitrarily) | Random 80% of the entire data set/remaining | 85.46 | 87.25 | 92.07 | 81.98 | 75.33 |
| HHAR (9 users, 6 behaviors) | All actions/all actions | 92.56 | 97.12 | 92.56 | 97.23 | 94.88 | | All behaviors/walking | 90.08 | 96.87 | 97.75 | 96.85 | 100.0 | | All actions/stations | 90.37 | 97.78 | 95.84 | 98.05 | 72.42 | | All behaviors/sit | 86.18 | 90.55 | 92.67 | 93.83 | 66.05 | | All behaviors/biking | 90.92 | 85.32 | 91.62 | 88.83 | 86.37 | | All actions/stairs | 92.75 | 96.93 | 91.35 | 95.16 | 97.59 | | All actions/down stairs | 88.73 | 93.18 | 95.59 | 94.39 | 97.56 |
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