Table 3.
Validation results.
| Dimension(Feature) | # of CEs | # of FPs | Error Rate | Accuracy | Margin of Error | Confidence Interval |
|---|---|---|---|---|---|---|
| duration per day | 88 | 5 | 0,05682 | 0.94318 | 0,04837 | [0.00845, 0.10519] |
| duration | 952 | 20 | 0,02101 | 0,97899 | 0,00911 | [0,01190, 0,03012] |
| time_off | 107 | 2 | 0.01869 | 0.98131 | 0.02566 | [0.00000, 0.04435] |
| time_on | 105 | 1 | 0.00952 | 0.99048 | 0.01858 | [0.00000, 0.02810] |
| time_reed_opened | 846 | 2 | 0.00236 | 0.99764 | 0.00327 | [0.00000, 0.00564] |
| time_reed_closed | 849 | 0 | 0.00000 | 1.00000 | 0.00000 | [0.00000, 0.00000] |
| movement_detected * | 129 | 3 | 0,02326 | 0,97674 | 0,02601 | [0.00000, 0.04926] |
| value | 75 | 6 | 0.08000 | 0.92000 | 0.06140 | [0.01860, 0.14140] |
* A total number of movement events is 10,119. However, since movement events are periodic, we compare the total number of movement periods (three per day).