Research Article
A Novel Machine Language-Driven Data Aggregation Approach to Predict Data Redundancy in IoT-Connected Wireless Sensor Networks
| Time stamp | 11 : 07 am to 12 : 07 pm (60 minutes divided into each 6 minutes) | Average | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
| EEDP [5] | 97.105 | 97.635 | 97.14 | 96.59 | 96.39 | 96.2 | 98.005 | 96.46 | 96.135 | 97.26 | 96.892 | IDAD2DC [7] | 94.965 | 94.295 | 93.76 | 94.79 | 94.675 | 94.83 | 94.305 | 95.175 | 94.6 | 96.04 | 94.7435 | READP [12] | 96.195 | 94.7 | 95.835 | 96.085 | 96.03 | 96.225 | 95.52 | 95.8 | 95.895 | 94.585 | 95.687 | SDNAELWA [8] | 95.91 | 96.15 | 96.715 | 96.55 | 97.055 | 95.77 | 96.415 | 97.305 | 97.195 | 97.27 | 96.6335 | MLELMAKF | 98.18 | 98.395 | 97.79 | 98.125 | 98.54 | 97.925 | 97.93 | 98.32 | 97.6 | 97.725 | 98.053 |
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