Table 3.
Various model fitting functions for a precise explanation of the electric consumption dataset.
| Fitting function | Min | 1st quantile | Median | Mean | 3rd quantile | Max | Standard deviation |
|---|---|---|---|---|---|---|---|
| Global active power | 0.076 | 0.308 | 0.602 | 1.092 | 1.528 | 11.122 | 1.055 |
| Global reactive power | 0.000 | 0.048 | 0.100 | 0.124 | 0.194 | 1.390 | 0.113 |
| Voltage | 223.2 | 239.0 | 241.0 | 240.8 | 242.9 | 254.2 | 3.239 |
| Global intensity | 0.200 | 1.400 | 2.600 | 4.628 | 6.400 | 48.400 | 4.435 |
| Submetering 1 | 0.000 | 0.000 | 0.000 | 1.122 | 0.000 | 88.000 | 6.139 |
| Submetering 2 | 0.000 | 0.000 | 0.000 | 1.299 | 1.000 | 80.000 | 5.794 |
| Submetering 3 | 0.000 | 0.000 | 1.000 | 6.458 | 17.00 | 31.000 | 8.436 |