Table 11 Distances before and after for First 5-KNN candidates except for the first candidate in Experiment no. 1. (K=1 is True)
From: Centralized smart energy monitoring system for legacy home appliances
Distance Before | KNN 5 values | Sensor reading (1) | Adjustment% (2) | (3) = (1) * (2) | (4) = (1) + (3) | Distance |
|---|---|---|---|---|---|---|
73.81 | Hitachi, Microwave | 1552.4 | Â | Â | 1552.4 | 73.81 |
168.26 | Microwave | 1457.95 | 0.03 | 43.7385 | 1501.6885 | 124.5215 |
251.27 | LG, Hitachi, Grill | 1374.94 | 0.03 | 41.2482 | 1416.1882 | 210.0218 |
385.25 | LG, Grill | 1240.96 | 0.03 | 37.2288 | 1278.1888 | 348.0212 |
443.27 | Hitachi, Grill | 1182.94 | 0.03 | 35.4882 | 1218.4282 | 407.7818 |