Research Article
Learning the Correlations between IoT Systems Consisting of Massive Sensors
| | Methods | | | | | MAE | RMSE | MAE | RMSE | MAE | RMSE | MAE | RMSE |
| Voltage | TA | 0.612 | 1.564 | 0.595 | 1.533 | 0.593 | 1.509 | 0.483 | 1.471 | MF | 0.563 | 1.465 | 0.494 | 1.271 | 0.445 | 1.174 | 0.397 | 1.071 | MOOC | 0.379 | 0.938 | 0.305 | 0.753 | 0.225 | 0.557 | 0.122 | 0.312 | Current | TA | 27.286 | 75.535 | 17.064 | 51.697 | 14.948 | 50.519 | 14.837 | 47.409 | MF | 20.209 | 54.794 | 16.158 | 46.742 | 14.006 | 41.695 | 14.752 | 41.467 | MOOC | 17.831 | 51.712 | 13.125 | 42.333 | 10.026 | 36.209 | 9.904 | 35.084 | Temperature | LA | 20.085 | 59.816 | 15.175 | 45.563 | 11.901 | 37.139 | 10.459 | 29.518 | MF | 16.488 | 50.151 | 12.894 | 36.755 | 10.919 | 34.798 | 9.854 | 25.112 | MOOC | 8.289 | 24.752 | 6.297 | 16.197 | 5.001 | 14.096 | 3.576 | 11.144 |
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